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@inproceedings{DBLP:conf/icdm/00010BLKRT23,
author = {Xindong Wu and
Xingquan Zhu and
Elena Baralis and
Ruqian Lu and
Vipin Kumar and
Leszek Rutkowski and
Jie Tang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {On Computing Paradigms - Where Will Large Language Models Be Going},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1577--1582},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00211},
doi = {10.1109/ICDM58522.2023.00211},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/00010BLKRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001CW023,
author = {Yanzhao Wu and
Ka Ho Chow and
Wenqi Wei and
Ling Liu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {648--657},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00074},
doi = {10.1109/ICDM58522.2023.00074},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0001CW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001GDZ023,
author = {Jiaqi Zheng and
Hedi Gao and
Haipeng Dai and
Zhenzhe Zheng and
Fan Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Neural Contextual Combinatorial Bandit under Non-stationary Environment},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {878--887},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00097},
doi = {10.1109/ICDM58522.2023.00097},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0001GDZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001W0WZF23,
author = {Meng Xiao and
Dongjie Wang and
Min Wu and
Pengfei Wang and
Yuanchun Zhou and
Yanjie Fu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Beyond Discrete Selection: Continuous Embedding Space Optimization
for Generative Feature Selection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {688--697},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00078},
doi = {10.1109/ICDM58522.2023.00078},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0001W0WZF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002L23,
author = {Mengyuan Zhang and
Kai Liu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {On Regularized Sparse Logistic Regression},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1535--1540},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00204},
doi = {10.1109/ICDM58522.2023.00204},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002MXL23,
author = {Yali Du and
Yi{-}Fan Ma and
Zheng Xie and
Ming Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Beyond Lexical Consistency: Preserving Semantic Consistency for Program
Translation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {91--100},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00018},
doi = {10.1109/ICDM58522.2023.00018},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002MXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002WK0HDX23,
author = {Xuhong Li and
Xuanyu Wu and
Linghe Kong and
Xiao Zhang and
Siyu Huang and
Dejing Dou and
Haoyi Xiong},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {ContRE: {A} Complementary Measure for Robustness Evaluation of Deep
Networks via Contrastive Examples},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {309--318},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00040},
doi = {10.1109/ICDM58522.2023.00040},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002WK0HDX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0003YWXZ23,
author = {Xinhua Wang and
Houping Yue and
Zizheng Wang and
Liancheng Xu and
Jinyu Zhang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Unbiased and Robust: External Attention-enhanced Graph Contrastive
Learning for Cross-domain Sequential Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1526--1534},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00194},
doi = {10.1109/ICDMW60847.2023.00194},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0003YWXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/00040LXM0ZZFD23,
author = {Shenghao Yang and
Chenyang Wang and
Yankai Liu and
Kangping Xu and
Weizhi Ma and
Yiqun Liu and
Min Zhang and
Haitao Zeng and
Junlan Feng and
Chao Deng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Collaborative Word-based Pre-trained Item Representation for Transferable
Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {728--737},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00082},
doi = {10.1109/ICDM58522.2023.00082},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/00040LXM0ZZFD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/00060Q00Z023,
author = {Yizhou Wang and
Yue Kang and
Can Qin and
Huan Wang and
Yi Xu and
Yulun Zhang and
Yun Fu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Momentum is All You Need for Data-Driven Adaptive Optimization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1385--1390},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00179},
doi = {10.1109/ICDM58522.2023.00179},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/00060Q00Z023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0006PKXJ23,
author = {Wei Shao and
Ziyan Peng and
Yufan Kang and
Xiao Xiao and
Zhiling Jin},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Early Spatiotemporal Event Prediction via Adaptive Controller and
Spatiotemporal Embedding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1307--1312},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00166},
doi = {10.1109/ICDM58522.2023.00166},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0006PKXJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0006XKSCWY23,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Zeyi Sun and
Hongyang Chen and
Shuaiqiang Wang and
Dawei Yin},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank
at Web-scale},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {339--348},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00043},
doi = {10.1109/ICDM58522.2023.00043},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0006XKSCWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0010DMZC23,
author = {Rui Mao and
Kelvin Du and
Yu Ma and
Luyao Zhu and
Erik Cambria},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Discovering the Cognition behind Language: Financial Metaphor Analysis
with MetaPro},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1211--1216},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00150},
doi = {10.1109/ICDM58522.2023.00150},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0010DMZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AbolfazliSPA23,
author = {Amir Abolfazli and
Jakob Spiegelberg and
Gregory Palmer and
Avishek Anand},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {A Deep Reinforcement Learning Approach to Configuration Sampling Problem},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00009},
doi = {10.1109/ICDM58522.2023.00009},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/AbolfazliSPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AjalloeianMVF23,
author = {Ahmad Ajalloeian and
Seyed{-}Mohsen Moosavi{-}Dezfooli and
Michalis Vlachos and
Pascal Frossard},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Sparse Attacks for Manipulating Explanations in Deep Neural Network
Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {918--923},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00101},
doi = {10.1109/ICDM58522.2023.00101},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AjalloeianMVF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AlamiMA23,
author = {R{\'{e}}da Alami and
Mohammed Mahfoud and
Mastane Achab},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Risk-Averse Framework for Non-Stationary Stochastic Multi-Armed
Bandits},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {272--280},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00040},
doi = {10.1109/ICDMW60847.2023.00040},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AlamiMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AmbielCC23,
author = {Thiago Ambiel and
Douglas Castilho and
Andr{\'{e}} C. P. L. F. de Carvalho},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {The Strength of Influence Ties in Stock Networks: Empirical Analysis
for Portfolio Selection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {456--464},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00066},
doi = {10.1109/ICDMW60847.2023.00066},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/AmbielCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AndonovM23,
author = {Stefan Andonov and
Gjorgji Madjarov},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {LogGC: Novel Approach for Graph-based Log Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1194--1202},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00156},
doi = {10.1109/ICDMW60847.2023.00156},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AndonovM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AnwarZ23,
author = {Adeem Ali Anwar and
Xuyun Zhang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Reinforcement Learning based Hyper-heuristics for Many-objective Pickup
and Delivery Problem},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {924--929},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00102},
doi = {10.1109/ICDM58522.2023.00102},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/AnwarZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BaoZ23,
author = {Liao Bao and
Yi Zuo},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Speaker Identification based on {MFSC} voice feature extraction using
Transformer},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00008},
doi = {10.1109/ICDMW60847.2023.00008},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BaoZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BaoZZZW23,
author = {Xing Bao and
Huan Zheng and
Zhao Zhang and
Zhengjun Zha and
Meng Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Hierarchical Context Modeling Network for Landmark Recognition},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {930--937},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00103},
doi = {10.1109/ICDM58522.2023.00103},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BaoZZZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BarkanAEEK23,
author = {Oren Barkan and
Yuval Asher and
Amit Eshel and
Yehonatan Elisha and
Noam Koenigstein},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Learning to Explain: {A} Model-Agnostic Framework for Explaining Black
Box Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {944--949},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00105},
doi = {10.1109/ICDM58522.2023.00105},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BarkanAEEK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BarkanEWAEK23,
author = {Oren Barkan and
Yehonatan Elisha and
Jonathan Weill and
Yuval Asher and
Amit Eshel and
Noam Koenigstein},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Stochastic Integrated Explanations for Vision Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {938--943},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00104},
doi = {10.1109/ICDM58522.2023.00104},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BarkanEWAEK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BeckerTB23,
author = {Maximilian Becker and
Emrah Toprak and
J{\"{u}}rgen Beyerer},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Explainable Artificial Intelligence for Interpretable Data Minimization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {885--893},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00119},
doi = {10.1109/ICDMW60847.2023.00119},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BeckerTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BeckerVBSWB23,
author = {Maximilian Becker and
Vishwesh Vishwesh and
Pascal Birnstill and
Finn Schwall and
Sihan Wu and
J{\"{u}}rgen Beyerer},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{RIXA} - Explaining Artificial Intelligence in Natural Language},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {875--884},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00118},
doi = {10.1109/ICDMW60847.2023.00118},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BeckerVBSWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BeiZTXCLB23,
author = {Yuanchen Bei and
Sheng Zhou and
Qiaoyu Tan and
Hao Xu and
Hao Chen and
Zhao Li and
Jiajun Bu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly
Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {11--20},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00010},
doi = {10.1109/ICDM58522.2023.00010},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BeiZTXCLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BhavyaI0NASZ23,
author = {Bhavya and
Paulina Toro Isaza and
Yu Deng and
Michael Nidd and
Amar Prakash Azad and
Larisa Shwartz and
ChengXiang Zhai},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Exploring Large Language Models for Low-Resource {IT} Information
Extraction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1203--1212},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00157},
doi = {10.1109/ICDMW60847.2023.00157},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BhavyaI0NASZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BielaniewiczK23,
author = {Julita Bielaniewicz and
Przemyslaw Kazienko},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {From Generalized Laughter to Personalized Chuckles: Unleashing the
Power of Data Fusion in Subjective Humor Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {716--725},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00098},
doi = {10.1109/ICDMW60847.2023.00098},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BielaniewiczK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BourgerieZ23,
author = {R{\'{e}}mi Bourgerie and
Tahar Zanouda},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Fault Detection in Telecom Networks Using Bi-Level Federated Graph
Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1608--1617},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.10449399},
doi = {10.1109/ICDMW60847.2023.10449399},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BourgerieZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BuiL23,
author = {Tien{-}Cuong Bui and
Wen{-}Syan Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Toward Interpretable Graph Neural Networks via Concept Matching Model},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {950--955},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00106},
doi = {10.1109/ICDM58522.2023.00106},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BuiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Burduk23,
author = {Robert Burduk},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Recall and Selectivity Normalized in Class Labels as a Classification
Performance Metric},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {894--902},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00120},
doi = {10.1109/ICDMW60847.2023.00120},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Burduk23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BusaranuvongZLZ23,
author = {Palawat Busaranuvong and
Xin Zhang and
Yanhua Li and
Xun Zhou and
Jun Luo},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{CAC:} Enabling Customer-Centered Passenger-Seeking for Self-Driving
Ride Service with Conservative Actor-Critic},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {21--30},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00011},
doi = {10.1109/ICDM58522.2023.00011},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BusaranuvongZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Cai0NZ23,
author = {Xunxin Cai and
Meng Xiao and
Zhiyuan Ning and
Yuanchun Zhou},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference
via LLM-based Data Augmentation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {956--961},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00107},
doi = {10.1109/ICDM58522.2023.00107},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Cai0NZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Cai0NZ23a,
author = {Xunxin Cai and
Meng Xiao and
Zhiyuan Ning and
Yuanchun Zhou},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference
via LLM-based Data Augmentation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1424--1429},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00181},
doi = {10.1109/ICDMW60847.2023.00181},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Cai0NZ23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaiTTZC23,
author = {Xinyi Cai and
Pei{-}Wei Tsai and
Jiao Tian and
Kai Zhang and
Jinjun Chen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Label Distribution for Few-shot In-domain Out-of-Scope Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {281--287},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00041},
doi = {10.1109/ICDMW60847.2023.00041},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaiTTZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaiYZ23,
author = {Yu Cai and
Drew Youngstrom and
Wenbin Zhang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Exploring Approaches for Teaching Cybersecurity and {AI} for {K-12}},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1559--1564},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00198},
doi = {10.1109/ICDMW60847.2023.00198},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/CaiYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Cao023,
author = {Runlin Cao and
Zhixin Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Balancing and Contrasting Biased Samples for Debiased Visual Question
Answering},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {962--967},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00108},
doi = {10.1109/ICDM58522.2023.00108},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Cao023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaoZL23,
author = {Zhi Cao and
Shuyi Zhang and
Chin{-}Teng Lin},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Online Ensemble of Ensemble {OVA} Framework for Class Evolution with
Dominant Emerging Classes},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {968--973},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00109},
doi = {10.1109/ICDM58522.2023.00109},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/CaoZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Charytanowicz23,
author = {Malgorzata Charytanowicz},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Explainable Ensemble Machine Learning for Wheat Grain Identification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {903--911},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00121},
doi = {10.1109/ICDMW60847.2023.00121},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Charytanowicz23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChattopadhyayKA23,
author = {Sayantan Chattopadhyay and
Chandrai Kayal and
Satyen Abrol},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{VAM:} Value Propensity Score For User Acquisition Marketing Campaign},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {8--15},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00009},
doi = {10.1109/ICDMW60847.2023.00009},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChattopadhyayKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Chen23,
author = {Zhizuo Chen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Cash Flow Based Framework for Asset-Liability Management with Deep
Reinforcement Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {465--474},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00067},
doi = {10.1109/ICDMW60847.2023.00067},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Chen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenCWLG23,
author = {Minjie Chen and
Yao Cheng and
Ye Wang and
Xiang Li and
Ming Gao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Graph Self-Contrast Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {31--40},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00012},
doi = {10.1109/ICDM58522.2023.00012},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenCWLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenL23,
author = {Tinghui Chen and
Shuai Li},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A hybrid-Lp-Norms-Oriented Robot Kinematic Calibration Model Optimized
by a Novel Newton Interpolated Differential Evolution Algorithm},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {406--411},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00057},
doi = {10.1109/ICDMW60847.2023.00057},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenLGDWSW23,
author = {Jiaxing Chen and
Hongzhi Liu and
Hongrui Guo and
Yingpeng Du and
Zekai Wang and
Yang Song and
Zhonghai Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Bilateral Sequential Hypergraph Convolution Network for Reciprocal
Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {974--979},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00110},
doi = {10.1109/ICDM58522.2023.00110},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenLGDWSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenRNPKS23,
author = {Kunru Chen and
Thorsteinn S. R{\"{o}}gnvaldsson and
Slawomir Nowaczyk and
Sepideh Pashami and
Jonas Klang and
Gustav Sternel{\"{o}}v},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Toward Solving Domain Adaptation with Limited Source Labeled Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1240--1246},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00161},
doi = {10.1109/ICDMW60847.2023.00161},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChenRNPKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenSC23,
author = {Tao Chen and
Feiyang Shi and
Jidong Chen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An Account Selection Model for Identifying Valuable zkSync Users},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {642--648},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00089},
doi = {10.1109/ICDMW60847.2023.00089},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenYL0DC23,
author = {Peng Chen and
Jirui Yang and
Junxiong Lin and
Zhihui Lu and
Qiang Duan and
Hongfeng Chai},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {A Practical Clean-Label Backdoor Attack with Limited Information in
Vertical Federated Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {41--50},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00013},
doi = {10.1109/ICDM58522.2023.00013},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenYL0DC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenZZTZ23,
author = {Jie Chen and
Xin Zhang and
Wuyang Zhang and
Siyu Tan and
Shu Zhao},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {CrsKGC-RSAN: Conflict Resolution Strategy for Knowledge Graph Completion},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {490--498},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00070},
doi = {10.1109/ICDMW60847.2023.00070},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenZZTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChengXXLLLZF23,
author = {Debo Cheng and
Yang Xie and
Ziqi Xu and
Jiuyong Li and
Lin Liu and
Jixue Liu and
Yinghao Zhang and
Zaiwen Feng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Disentangled Latent Representation Learning for Tackling the Confounding
M-Bias Problem in Causal Inference},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {51--60},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00014},
doi = {10.1109/ICDM58522.2023.00014},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChengXXLLLZF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChintaFCFYYWWXL23,
author = {Sribala Vidyadhari Chinta and
Karen Fernandes and
Ningxi Cheng and
Jordan Fernandez and
Shamim Yazdani and
Zhipeng Yin and
Zichong Wang and
Xuyu Wang and
Weifeng Xu and
Jun Liu and
Chong Siang Yew and
Puqing Jiang and
Wenbin Zhang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Optimization and Improvement of Fake News Detection using Voting Technique
for Societal Benefit},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1565--1574},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00199},
doi = {10.1109/ICDMW60847.2023.00199},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChintaFCFYYWWXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChongWC23,
author = {Penny Chong and
Laura Wynter and
Bharathi Chaudhury},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Multimodal Deep Learning with Boosted Trees for Edge Inference},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {99--108},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00021},
doi = {10.1109/ICDMW60847.2023.00021},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChongWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChristodoulouG23,
author = {Evripides Christodoulou and
Andreas Gregoriades},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Applying Machine Learning in Personality-based Persuasion Marketing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {16--23},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00010},
doi = {10.1109/ICDMW60847.2023.00010},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChristodoulouG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ColombaG23,
author = {Luca Colomba and
Paolo Garza},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {ViGEO: an Assessment of Vision GNNs in Earth Observation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {816--822},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00110},
doi = {10.1109/ICDMW60847.2023.00110},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ColombaG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CombettesTO23,
author = {Sylvain W. Combettes and
Charles Truong and
Laurent Oudre},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An Interpretable Distance Measure for Multivariate Non-Stationary
Physiological Signals},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {533--539},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00076},
doi = {10.1109/ICDMW60847.2023.00076},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/CombettesTO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CongA23,
author = {Guojing Cong and
Scott Auerbach},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Clustering High-dimensional Toxicogenomics Data with Rare Signals},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {608--614},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00085},
doi = {10.1109/ICDMW60847.2023.00085},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CongA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ConstantinBP23,
author = {Doru Constantin and
Costel Balcau and
Doru Anastasiu Popescu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{ICA} model estimation using a mixed learning rule based on genetic
algorithms and neural networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {363--370},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00052},
doi = {10.1109/ICDMW60847.2023.00052},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ConstantinBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CuiWWCN23,
author = {Nan Cui and
Xiuling Wang and
Wendy Hui Wang and
Violet Chen and
Yue Ning},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Equipping Federated Graph Neural Networks with Structure-aware Group
Fairness},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {980--985},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00111},
doi = {10.1109/ICDM58522.2023.00111},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CuiWWCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DaiWC00G0D23,
author = {Haipeng Dai and
Hancheng Wang and
Zhipeng Chen and
Jiaqi Zheng and
Meng Li and
Rong Gu and
Chen Tian and
Wanchun Dou},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Variable-length Encoding Framework: {A} Generic Framework for Enhancing
the Accuracy of Approximate Membership Queries},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {61--70},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00015},
doi = {10.1109/ICDM58522.2023.00015},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DaiWC00G0D23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DanWLWMLZWFLW23,
author = {Jiawang Dan and
Ruofan Wu and
Yunpeng Liu and
Baokun Wang and
Changhua Meng and
Tengfei Liu and
Tianyi Zhang and
Ningtao Wang and
Xing Fu and
Qi Li and
Weiqiang Wang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Self-supervision meets kernel graph neural models: From architecture
to augmentations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1076--1083},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00141},
doi = {10.1109/ICDMW60847.2023.00141},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DanWLWMLZWFLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DawoudSELB23,
author = {Karam Dawoud and
Wojciech Samek and
Peter Eisert and
Sebastian Lapuschkin and
Sebastian Bosse},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Human-Centered Evaluation of {XAI} Methods},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {912--921},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00122},
doi = {10.1109/ICDMW60847.2023.00122},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DawoudSELB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DengHJLH23,
author = {Xun Deng and
Lun Hu and
Zekun Jiang and
Lu Liu and
Peng{-}Wei Hu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A contactless automated dynamic monitoring method for organoid morphology
on the time axis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {412--417},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00058},
doi = {10.1109/ICDMW60847.2023.00058},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DengHJLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DeshmukhGCJH23,
author = {Dhruv Deshmukh and
Gagan Raj Gupta and
Manisha Chawla and
Vishwesh Jatala and
Anirban Haldar},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Entropy Aware Training for Fast and Accurate Distributed {GNN}},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {986--991},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00112},
doi = {10.1109/ICDM58522.2023.00112},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DeshmukhGCJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Ding0W23,
author = {Rui Ding and
Xiaochun Yang and
Bin Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Themis: Detecting Anomalies from Disguised Normal Financial Activities},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {71--80},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00016},
doi = {10.1109/ICDM58522.2023.00016},
timestamp = {Sat, 20 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Ding0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DinhBCG23,
author = {Tu Anh Dinh and
Jeroen den Boef and
Joran Cornelisse and
Paul Groth},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{E2EG:} End-to-End Node Classification Using Graph Topology and Text-based
Node Attributes},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1084--1091},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00142},
doi = {10.1109/ICDMW60847.2023.00142},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DinhBCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DongZYX0C023,
author = {Chengzu Dong and
Jingwen Zhou and
Aiting Yao and
Zhiyu Xu and
Frank Jiang and
Shiping Chen and
Xiao Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Federated Multi-Modal Learning Framework Powered by Distributed
Ledgers for Cyber-safe and Efficient {UAV} Delivery Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1032--1039},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00136},
doi = {10.1109/ICDMW60847.2023.00136},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DongZYX0C023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuWHZJ23,
author = {Mingsen Du and
Yanxuan Wei and
Yupeng Hu and
Xiangwei Zheng and
Cun Ji},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Automatic Component Identification Based on Time Series Classification
for Intelligent Devices},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {540--549},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00077},
doi = {10.1109/ICDMW60847.2023.00077},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuWHZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuWZZ23,
author = {Chenguang Du and
Deqing Wang and
Fuzhen Zhuang and
Hengshu Zhu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Exploring the Confounding Factors of Academic Career Success: An Empirical
Study with Deep Predictive Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1453--1462},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00185},
doi = {10.1109/ICDMW60847.2023.00185},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuWZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuY00023,
author = {Jing Du and
Zesheng Ye and
Bin Guo and
Zhiwen Yu and
Lina Yao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Distributional Domain-Invariant Preference Matching for Cross-Domain
Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {81--90},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00017},
doi = {10.1109/ICDM58522.2023.00017},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DuY00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/El-KhawagaAR23,
author = {Ghada El{-}Khawaga and
Mervat Abu{-}Elkheir and
Manfred Reichert},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Rule-based Evaluation Method of Local Explainers for Predictive
Process Monitoring},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {922--930},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00123},
doi = {10.1109/ICDMW60847.2023.00123},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/El-KhawagaAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ErlyginZBS023,
author = {Leonid Erlygin and
Vladimir Zholobov and
Valeriia Baklanova and
Evgeny Sokolovskiy and
Alexey Zaytsev},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Surrogate uncertainty estimation for your time series forecasting
black-box: learn when to trust},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1247--1258},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00162},
doi = {10.1109/ICDMW60847.2023.00162},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ErlyginZBS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EtterHE00C23,
author = {Brian Etter and
James Lee Hu and
Mohammadreza Ebrahimi and
Weifeng Li and
Xin Li and
Hsinchun Chen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Evading Deep Learning-Based Malware Detectors via Obfuscation: {A}
Deep Reinforcement Learning Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {101--109},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00019},
doi = {10.1109/ICDM58522.2023.00019},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/EtterHE00C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EtterHELLC23,
author = {Brian Etter and
James Lee Hu and
Mohammadreza Ebrahimi and
Weifeng Li and
Xin Li and
Hsinchun Chen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Evading Deep Learning-Based Malware Detectors via Obfuscation: {A}
Deep Reinforcement Learning Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1313--1321},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00169},
doi = {10.1109/ICDMW60847.2023.00169},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/EtterHELLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FanabFJ0ZH23,
author = {Dongxu Fan and
Xuanzhi Feng and
Jinghe Jiang and
Yuming Jiang and
Le Zhang and
Dasha Hu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {A TSICN-based Inferential Synthesis Method for Class Imbalance in
Credit Scoring},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {992--997},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00113},
doi = {10.1109/ICDM58522.2023.00113},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/FanabFJ0ZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FangL23,
author = {Jiansheng Fang and
Jiajian Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Concordance Learning with Spectral Decay on Triplet Similarity},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {998--1003},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00114},
doi = {10.1109/ICDM58522.2023.00114},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FassinaRZ23,
author = {Nicol{\`{o}} Fassina and
Francesco Ranzato and
Marco Zanella},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Robustness Certification of k-Nearest Neighbors},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {110--119},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00020},
doi = {10.1109/ICDM58522.2023.00020},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FassinaRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FayeALDB23,
author = {Bilal Faye and
Hanane Azzag and
Mustapha Lebbah and
Mohamed Djallel Dilmi and
Djamel Bouchaffra},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Context Normalization Layer with Applications},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {615--624},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00086},
doi = {10.1109/ICDMW60847.2023.00086},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/FayeALDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Feng0C023,
author = {Xiushi Feng and
Shuncheng Liu and
Haitian Chen and
Kai Zheng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Continual Trajectory Prediction with Uncertainty-Aware Generative
Memory Replay},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1013--1018},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00116},
doi = {10.1109/ICDM58522.2023.00116},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Feng0C023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FengSZ023,
author = {Wanjin Feng and
Hailong Shi and
Peilin Zhao and
Xingyu Gao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Mixtron: Bandit Online Multiclass Prediction with Implicit Feedback},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1004--1012},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00115},
doi = {10.1109/ICDM58522.2023.00115},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FengSZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FischerSZH23,
author = {Elisabeth Fischer and
Daniel Schl{\"{o}}r and
Albin Zehe and
Andreas Hotho},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Enhancing Sequential Next-Item Prediction through Modelling Non-Item
Pages},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {128--136},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00024},
doi = {10.1109/ICDMW60847.2023.00024},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FischerSZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FuPHDY23,
author = {Sichao Fu and
Qinmu Peng and
Yang He and
Baokun Du and
Xinge You},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Towards Unsupervised Graph Completion Learning on Graphs with Features
and Structure Missing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1019--1024},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00117},
doi = {10.1109/ICDM58522.2023.00117},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/FuPHDY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FuTXF23,
author = {Jiacheng Fu and
Jin Tian and
Jiacheng Xu and
Zhijun Fang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Expert Recommendation Method for Fault Maintenance Based On Industrial
Manufacturing Knowledge},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {137--146},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00025},
doi = {10.1109/ICDMW60847.2023.00025},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FuTXF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FukushimaY23,
author = {Shintaro Fukushima and
Kenji Yamanishi},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Balancing Summarization and Change Detection in Graph Streams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1025--1030},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00118},
doi = {10.1109/ICDM58522.2023.00118},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/FukushimaY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GalibTL23,
author = {Asadullah Hill Galib and
Pang{-}Ning Tan and
Lifeng Luo},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {SimEXT: Self-supervised Representation Learning for Extreme Values
in Time Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1031--1036},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00119},
doi = {10.1109/ICDM58522.2023.00119},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GalibTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GanLMZQ23,
author = {Lige Gan and
Bo Liu and
Andrew Meng and
Feng Zhang and
Guangzhi Qu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {SATTree: {A} SHAP-Augmented Threshold Tree for Clustering Explanation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {931--938},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00124},
doi = {10.1109/ICDMW60847.2023.00124},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GanLMZQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoLGLYWM23,
author = {Shang Gao and
Yanling Li and
Fengpei Ge and
Min Lin and
Haiqing Yu and
Sukun Wang and
Zhongyi Miao},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Match and Retrieval: Legal Similar Case Retrieval via Graph Matching
Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {227--234},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00035},
doi = {10.1109/ICDMW60847.2023.00035},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GaoLGLYWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoWF23,
author = {Liqing Gao and
Liang Wan and
Wei Feng},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Cross-Modal Attention Network for Sign Language Translation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {985--994},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00131},
doi = {10.1109/ICDMW60847.2023.00131},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GaoWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GiahiMFXCKKA23,
author = {Ramin Giahi and
Reza Yousefi Maragheh and
Nima Farrokhsiar and
Jianpeng Xu and
Jason H. D. Cho and
Evren K{\"{o}}rpeoglu and
Sushant Kumar and
Kannan Achan},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{GNN-GMVO:} Graph Neural Networks for Optimizing Gross Merchandise
Value in Similar Item Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1484--1492},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00189},
doi = {10.1109/ICDMW60847.2023.00189},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GiahiMFXCKKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GiladiK23,
author = {Liad Giladi and
Gilad Katz},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Feedback Decision Transformer: Offline Reinforcement Learning With
Feedback},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1037--1042},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00120},
doi = {10.1109/ICDM58522.2023.00120},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GiladiK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GomezWF23,
author = {Camilo Gomez and
Pengyang Wang and
Yanjie Fu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Metric-agnostic Learning-to-Rank via Boosting and Rank Approximation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1043--1048},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00121},
doi = {10.1109/ICDM58522.2023.00121},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GomezWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuoLWDDZC23,
author = {Shipeng Guo and
Kunpeng Liu and
Pengfei Wang and
Weiwei Dai and
Yi Du and
Yuanchun Zhou and
Wenjuan Cui},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{RDKG:} {A} Reinforcement Learning Framework for Disease Diagnosis
on Knowledge Graph},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1049--1054},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00122},
doi = {10.1109/ICDM58522.2023.00122},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GuoLWDDZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuoXZ023,
author = {Pengzhan Guo and
Keli Xiao and
Hengshu Zhu and
Qingxin Meng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Preference-Constrained Career Path Optimization: An Exploration Space-Aware
Stochastic Model},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {120--129},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00021},
doi = {10.1109/ICDM58522.2023.00021},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuoXZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GwakWWYSS023,
author = {Joon{-}Young Gwak and
Priti Prabhakar Wakodikar and
Meng Wang and
Guanhua Yan and
Xiaokui Shu and
Scott D. Stoller and
Ping Yang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Debugging Malware Classification Models Based on Event Logs with Explainable
{AI}},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {939--948},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00125},
doi = {10.1109/ICDMW60847.2023.00125},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GwakWWYSS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HanOZLS23,
author = {Zongzhi Han and
Zhonghong Ou and
Yifan Zhu and
Xiaodong Li and
Meina Song},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{FM-IGNN:} Interaction Graph Neural Network with Fine-grained Matching
for Session-based Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {130--139},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00022},
doi = {10.1109/ICDM58522.2023.00022},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HanOZLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HaraSN23,
author = {Tomofumi Hara and
Yuki Sumiya and
Kazuhide Nakata},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Temporal Positive Collective Matrix Factorization for Interpretable
Trend Analysis in Recommender Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {24--30},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00011},
doi = {10.1109/ICDMW60847.2023.00011},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HaraSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HarrisonDB23,
author = {Rachel M. Harrison and
Anton Dereventsov and
Anton Bibin},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Zero-Shot Recommendations with Pre-Trained Large Language Models for
Multimodal Nudging},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1535--1542},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00195},
doi = {10.1109/ICDMW60847.2023.00195},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HarrisonDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HayatX023,
author = {Malik Khizar Hayat and
Shan Xue and
Jian Yang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Self-supervised Heterogeneous Hypergraph Learning with Context-aware
Pooling for Graph-level Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {140--149},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00023},
doi = {10.1109/ICDM58522.2023.00023},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HayatX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeKNT23,
author = {Jiayu He and
Matloob Khushi and
Tung{-}Anh Nguyen and
Nguyen Hoang Tran},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Fed-mSSA: {A} Federated Approach for Spatio-Temporal Data Modeling
Using Multivariate Singular Spectrum Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1055--1060},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00123},
doi = {10.1109/ICDM58522.2023.00123},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HeKNT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeTXWLLWTCK23,
author = {Cheng He and
Fulong Tian and
Peijiao Xue and
Yuan Wu and
Yao Li and
Jiajia Li and
Zikai Wang and
Feng Tan and
Hongyang Chen and
Linghe Kong},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {PatternRCA: {A} Pattern-Aware Root Cause Analysis Framework for Multi-Dimensional
Time Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1583--1592},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.10449674},
doi = {10.1109/ICDM58522.2023.10449674},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HeTXWLLWTCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Hong023,
author = {Yunqi Hong and
Wei Ye},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Review-Enhanced Sequential Recommendation with Self-Attention and
Graph Collaborative Features},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1493--1499},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00190},
doi = {10.1109/ICDMW60847.2023.00190},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Hong023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HouTC0T23,
author = {Yubo Hou and
Tram Truong{-}Huu and
Zhenghua Chen and
Chee{-}Keong Kwoh and
Sin G. Teo},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{PROTEUS:} Domain Adaptation for Dynamic Features in AI-assisted Windows
Malware Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1322--1331},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00170},
doi = {10.1109/ICDMW60847.2023.00170},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HouTC0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuFYWXFW23,
author = {Xuanming Hu and
Wei Fan and
Kun Yi and
Pengfei Wang and
Yuanbo Xu and
Yanjie Fu and
Pengyang Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Boosting Urban Prediction via Addressing Spatial-Temporal Distribution
Shift},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {160--169},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00025},
doi = {10.1109/ICDM58522.2023.00025},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuFYWXFW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuRH0X23,
author = {Yi Hu and
Hanchi Ren and
Chen Hu and
Jingjing Deng and
Xianghua Xie},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An Element-Wise Weights Aggregation Method for Federated Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {188--196},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00031},
doi = {10.1109/ICDMW60847.2023.00031},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuRH0X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuW0C23,
author = {Teng Hu and
Cheng Wang and
Qing Yang and
Xue Chen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Hard Anomaly Detection: An Adversarial Data Augmentation Solution},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1065--1075},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00140},
doi = {10.1109/ICDMW60847.2023.00140},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuW0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuZZLXJZL23,
author = {Mingzhi Hu and
Zhuoyun Zhong and
Xin Zhang and
Yanhua Li and
Yiqun Xie and
Xiaowei Jia and
Xun Zhou and
Jun Luo},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Self-supervised Pre-training for Robust and Generic Spatial-Temporal
Representations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {150--159},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00024},
doi = {10.1109/ICDM58522.2023.00024},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuZZLXJZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangDZGZSJS023,
author = {Fei Huang and
Yi Deng and
Chen Zhang and
Menghao Guo and
Kai Zhan and
Shanxin Sun and
Jinling Jiang and
Zeyi Sun and
Xindong Wu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{KOSA:} {KO} Enhanced Salary Analytics based on Knowledge Graph and
{LLM} Capabilities},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {499--505},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00071},
doi = {10.1109/ICDMW60847.2023.00071},
timestamp = {Sun, 03 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangDZGZSJS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangLC23,
author = {Siyin Huang and
Shaoyuan Li and
Songcan Chen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Personalized Federated Semi-Supervised Learning with Black-Box Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1061--1066},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00124},
doi = {10.1109/ICDM58522.2023.00124},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangLDP023,
author = {Bingsen Huang and
Jinwei Luo and
Weihao Du and
Weike Pan and
Zhong Ming},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Cascaded Cross Attention for Review-based Sequential Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {170--179},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00026},
doi = {10.1109/ICDM58522.2023.00026},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangLDP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangWZH23,
author = {Shan Huang and
Tao Wang and
Zhongshan Zhang and
Lei He},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Analyzing Hierarchical Organizational Structure Change: Strategic
Planning Model from Personnel Perspective},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1463--1468},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00186},
doi = {10.1109/ICDMW60847.2023.00186},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangWZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangZ0LZF23,
author = {Wenxi Huang and
Zhangyi Zhao and
Xiaojun Chen and
Mark Junjie Li and
Qin Zhang and
Philippe Fournier{-}Viger},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Multi-modal Chinese Fake News Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {109--117},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00022},
doi = {10.1109/ICDMW60847.2023.00022},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangZ0LZF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HudsonHMA23,
author = {Dan Hudson and
Ruud J. R. Den Hartigh and
L. Rens A. Meerhoff and
Martin Atzmueller},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Explainable Multi-Modal and Local Approaches to Modelling Injuries
in Sports Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {949--957},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00126},
doi = {10.1109/ICDMW60847.2023.00126},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HudsonHMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuoLLYL23,
author = {Yintong Huo and
Cheryl Lee and
Jinyang Liu and
Tianyi Yang and
Michael R. Lyu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Roadmap towards Intelligent Operations for Reliable Cloud Computing
Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1213--1220},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00158},
doi = {10.1109/ICDMW60847.2023.00158},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuoLLYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/IkedaNU23,
author = {Shunnosuke Ikeda and
Naoki Nishimura and
Shunji Umetani},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Operating Range Estimation for Price Optimization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {31--36},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00012},
doi = {10.1109/ICDMW60847.2023.00012},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/IkedaNU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ImamuraN23,
author = {Makoto Imamura and
Takaaki Nakamura},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {A Symbolic Representation of Two-Dimensional Time Series for Arbitrary
Length {DTW} Motif},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1067--1072},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00125},
doi = {10.1109/ICDM58522.2023.00125},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ImamuraN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/IoannouS23,
author = {George Ioannou and
Andreas Stafylopatis},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {The Issue of Baselines in Explainability Methods},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {958--965},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00127},
doi = {10.1109/ICDMW60847.2023.00127},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/IoannouS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JakobsS23,
author = {Matthias Jakobs and
Amal Saadallah},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Explainable Adaptive Tree-based Model Selection for Time-Series Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {180--189},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00027},
doi = {10.1109/ICDM58522.2023.00027},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JakobsS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JamilPPCN23,
author = {M. Luqman Jamil and
Sebasti{\~{a}}o Pais and
Nuno Pombo and
Jo{\~{a}}o Cordeiro and
Pedro Neves},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Challenges of Profiling Offenders for Recidivism Risk},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {235--244},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00036},
doi = {10.1109/ICDMW60847.2023.00036},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JamilPPCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JinLX0KCHLZ23,
author = {Xinzhou Jin and
Jintang Li and
Yuanzhen Xie and
Liang Chen and
Beibei Kong and
Lei Cheng and
Bo Hu and
Zang Li and
Zibin Zheng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Enhancing Graph Collaborative Filtering via Neighborhood Structure
Embedding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {190--199},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00028},
doi = {10.1109/ICDM58522.2023.00028},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JinLX0KCHLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JinZGXX23,
author = {Chengxiang Jin and
Jiajun Zhou and
Shengbo Gong and
Chenxuan Xie and
Qi Xuan},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Multi-triplet Feature Augmentation for Ponzi Scheme Detection in Ethereum},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {649--655},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00090},
doi = {10.1109/ICDMW60847.2023.00090},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JinZGXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JuCYYL23,
author = {Chengyi Ju and
Jiannong Cao and
Yu Yang and
Zhen{-}Qun Yang and
Ho Man Lee},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Heterogeneity-aware Cross-school Electives Recommendation: a Hybrid
Federated Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1500--1508},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00191},
doi = {10.1109/ICDMW60847.2023.00191},
timestamp = {Sat, 09 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JuCYYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KalraWB023,
author = {Achir Kalra and
Chong Wang and
Cristian Borcea and
Yi Chen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Reserve Price optimization in First-Price Auctions via Multi-Task
Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {200--209},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00029},
doi = {10.1109/ICDM58522.2023.00029},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KalraWB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KanclerzBGKWK23,
author = {Kamil Kanclerz and
Julita Bielaniewicz and
Marcin Gruza and
Jan Kocon and
Stanislaw Wozniak and
Przemyslaw Kazienko},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Towards Model-Based Data Acquisition for Subjective Multi-Task {NLP}
Problems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {726--735},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00099},
doi = {10.1109/ICDMW60847.2023.00099},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KanclerzBGKWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KaramiMS023,
author = {Mansooreh Karami and
David Mosallanezhad and
Paras Sheth and
Huan Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Silence Speaks Volumes: Re-weighting Techniques for Under-Represented
Users in Fake News Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1430--1437},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00182},
doi = {10.1109/ICDMW60847.2023.00182},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KaramiMS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KelenPKB23,
author = {Domokos M. Kelen and
Mih{\'{a}}ly Petreczky and
P{\'{e}}ter Kersch and
Andr{\'{a}}s A. Bencz{\'{u}}r},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Theoretical Evaluation of Asymmetric Shapley Values for Root-Cause
Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {210--219},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00030},
doi = {10.1109/ICDM58522.2023.00030},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KelenPKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KemikOALC23,
author = {Hasan Kemik and
Nusret {\"{O}}zates and
Meysam Asgari{-}Chenaghlu and
Yang Li and
Erik Cambria},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {BLM-17m: {A} Large-Scale Dataset for Black Lives Matter Topic Detection
on Twitter},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {736--743},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00100},
doi = {10.1109/ICDMW60847.2023.00100},
timestamp = {Fri, 10 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KemikOALC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KhanACUKL23,
author = {Jawad Khan and
Niaz Ahmad and
Chanyeok Choi and
Saif Ullah and
Gyurin Kim and
Youngmoon Lee},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{SSK-DNN:} Semantic and Sentiment Knowledge for Incremental Text Sentiment
Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {52--59},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00016},
doi = {10.1109/ICDMW60847.2023.00016},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KhanACUKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KilleenKYB23,
author = {Patrick Killeen and
Iluju Kiringa and
Tet Hin Yeap and
Paula Branco},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Using UAV-Based Multispectral Imagery, Data-Driven Models, and Spatial
Cross-Validation for Corn Grain Yield Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {220--228},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00031},
doi = {10.1109/ICDM58522.2023.00031},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KilleenKYB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KilleenKYB23a,
author = {Patrick Killeen and
Iluju Kiringa and
Tet Hin Yeap and
Paula Branco},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Using UAV-Based Multispectral Imagery, Data-Driven Models, and Spatial
Cross-Validation for Corn Grain Yield Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {823--831},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00111},
doi = {10.1109/ICDMW60847.2023.00111},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KilleenKYB23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KimCW23,
author = {Heehyeon Kim and
Jinhyeok Choi and
Joyce Jiyoung Whang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1092--1096},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00143},
doi = {10.1109/ICDMW60847.2023.00143},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KimCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KluttermannRNRR23,
author = {Simon Kl{\"{u}}ttermann and
J{\'{e}}r{\^{o}}me Rutinowski and
Anh Nguyen and
Christopher Reining and
Moritz Roidl and
Emmanuel M{\"{u}}ller},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {On Graph Representation based Re-Identification - {A} Proof of Concept},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1097--1104},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00144},
doi = {10.1109/ICDMW60847.2023.00144},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KluttermannRNRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Kocon23,
author = {Jan Kocon},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Deep Emotions Across Languages: {A} Novel Approach for Sentiment Propagation
in Multilingual WordNets},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {744--749},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00101},
doi = {10.1109/ICDMW60847.2023.00101},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Kocon23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KoneruW0R23,
author = {Sai Dileep Koneru and
Xin Wei and
Jian Wu and
Sarah Rajtmajer},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Can machine learning algorithms predict publication outcomes? {A}
case study of {COVID-19} preprints},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1050--1057},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00138},
doi = {10.1109/ICDMW60847.2023.00138},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KoneruW0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KongH0S23,
author = {Lanfang Kong and
Alexis Huet and
Dario Rossi and
Mauro Sozio},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Tree-based Kendall's {\(\tau\)} Maximization for Explainable Unsupervised
Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1073--1078},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00126},
doi = {10.1109/ICDM58522.2023.00126},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KongH0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KopanSSMC23,
author = {Artyom Kopan and
Anna N. Smirnova and
Ilya Shchuckin and
Vladislav Makeev and
George A. Chernishev},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Citation Style Classification: a Comparison of Machine Learning Approaches},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1058--1064},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00139},
doi = {10.1109/ICDMW60847.2023.00139},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KopanSSMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KozalW23,
author = {Jedrzej Kozal and
Michal Wozniak},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Combining Self-labeling with Selective Sampling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {70--79},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00018},
doi = {10.1109/ICDMW60847.2023.00018},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KozalW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KozalZK023,
author = {Jedrzej Kozal and
Justyna Zwolinska and
Marek Klonowski and
Michal Wozniak},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Defending Network {IDS} against Adversarial Examples with Continual
Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {60--69},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00017},
doi = {10.1109/ICDMW60847.2023.00017},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KozalZK023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KwonKJS23,
author = {Taehyung Kwon and
Jihoon Ko and
Jinhong Jung and
Kijung Shin},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {TensorCodec: Compact Lossy Compression of Tensors without Strong Data
Assumptions},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {229--238},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00032},
doi = {10.1109/ICDM58522.2023.00032},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KwonKJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeJPLL23,
author = {Seungyoon Lee and
Dahyun Jung and
Chanjun Park and
Seolhwa Lee and
Heuiseok Lim},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Alternative Speech: Complementary Method to Counter-Narrative for
Better Discourse},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1438--1442},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00183},
doi = {10.1109/ICDMW60847.2023.00183},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeJPLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeLS023,
author = {Seungyeon Lee and
Ruoqi Liu and
Wenyu Song and
Ping Zhang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Heterogeneous Treatment Effect Estimation with Subpopulation Identification
for Personalized Medicine in Opioid Use Disorder},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1079--1084},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00127},
doi = {10.1109/ICDM58522.2023.00127},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeLS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeWSP23,
author = {Loong Kuan Lee and
Geoffrey I. Webb and
Daniel F. Schmidt and
Nico Piatkowski},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Computing Marginal and Conditional Divergences between Decomposable
Models with Applications},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {239--248},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00033},
doi = {10.1109/ICDM58522.2023.00033},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeWSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeiberMP023,
author = {Collin Leiber and
Lukas Miklautz and
Claudia Plant and
Christian B{\"{o}}hm},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Benchmarking Deep Clustering Algorithms With ClustPy},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {625--632},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00087},
doi = {10.1109/ICDMW60847.2023.00087},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LeiberMP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeitterC23,
author = {Zheng Leitter and
Erik Cambria},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Non-Fungible Tokens: What Makes Them Valuable?},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {750--756},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00102},
doi = {10.1109/ICDMW60847.2023.00102},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeitterC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Li0CLY23,
author = {Pengyue Li and
Hua Dai and
Yu Chen and
Bohan Li and
Geng Yang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Efficient Multi-source Contact Event Query Processing for Moving Objects},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1109--1114},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00132},
doi = {10.1109/ICDM58522.2023.00132},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Li0CLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Li0Z23,
author = {Linfeng Li and
Hai Liu and
Zhaoli Zhang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Anisotropic Knowledge Empowers Efficient Recommender System through
Generative-Mapping Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1352--1359},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00173},
doi = {10.1109/ICDMW60847.2023.00173},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Li0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiC23,
author = {Ran Li and
Guangliang Chen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A fast incremental spectral clustering algorithm with cosine similarity},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {80--88},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00019},
doi = {10.1109/ICDMW60847.2023.00019},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiCJW23,
author = {Quan Li and
Lingwei Chen and
Shixiong Jing and
Dinghao Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Pseudo-Labeling with Graph Active Learning for Few-shot Node Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1115--1120},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00133},
doi = {10.1109/ICDM58522.2023.00133},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiCJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiCLZL23,
author = {Yunfei Li and
Lu Chen and
Chengfei Liu and
Rui Zhou and
Jianxin Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Efficient and Effective Entity Alignment for Evolving Temporal Knowledge
Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {349--358},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00044},
doi = {10.1109/ICDM58522.2023.00044},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiCLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiGF0L23,
author = {Sen Li and
Mengmeng Ge and
Ruitao Feng and
Xiaohong Li and
Kwok{-}Yan Lam},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Automatic Detection and Analysis towards Malicious Behavior in IoT
Malware},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1332--1341},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00171},
doi = {10.1109/ICDMW60847.2023.00171},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiGF0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiJXC23,
author = {Hao Li and
Hao Jiang and
Haoran Xian and
Qimei Chen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Federated Learning for Privacy-Preserving Prediction of Occupational
Group Mobility Using Multi-Source Mobile Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {249--258},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00034},
doi = {10.1109/ICDM58522.2023.00034},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiJXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiLMYL23,
author = {Shijie Li and
Xiaowu Liu and
Wenshuo Ma and
Kan Yu and
Yangyang Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Blockchain-based Reputation Management Scheme for the Internet of
Vehicles},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1040--1049},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00137},
doi = {10.1109/ICDMW60847.2023.00137},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiLMYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiO023,
author = {Xiangyu Li and
Armand Ovanessians and
Hua Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Discovering Protein Interactions and Repurposing Drugs in SARS-CoV-2
{(COVID-19)} via Learning on Robust Multipartite Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {289--298},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00038},
doi = {10.1109/ICDM58522.2023.00038},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiO023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiOW23,
author = {Xiangyu Li and
Armand Ovanessians and
Hua Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Enriched Representation Learning for Longitudinal Chest X-ray Analysis:
{A} Novel Approach for Improved Disease Detection and Localization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1127--1132},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00135},
doi = {10.1109/ICDM58522.2023.00135},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiOW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiPLP023,
author = {Peiyan Li and
Liming Pan and
Kai Li and
Claudia Plant and
Christian B{\"{o}}hm},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Interpretable Subgraph Feature Extraction for Hyperlink Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {279--288},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00037},
doi = {10.1109/ICDM58522.2023.00037},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiPLP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiS23,
author = {Liang Li and
Weiwei Sun},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Multi-Hop Correlation Preserving Hashing for Efficient Hamming Space
Retrieval},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1097--1102},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00130},
doi = {10.1109/ICDM58522.2023.00130},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiSYWQX23,
author = {Wenhao Li and
Xiu Su and
Shan You and
Fei Wang and
Chen Qian and
Chang Xu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {DiffNAS: Bootstrapping Diffusion Models by Prompting for Better Architectures},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1121--1126},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00134},
doi = {10.1109/ICDM58522.2023.00134},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiSYWQX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiW23,
author = {Haoran Li and
Yang Weng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{PIX-GAN:} Enhance Physics-Informed Estimation via Generative Adversarial
Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1085--1090},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00128},
doi = {10.1109/ICDM58522.2023.00128},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiWHGN023,
author = {Yupeng Li and
Dacheng Wen and
Haorui He and
Jianxiong Guo and
Xuan Ning and
Francis C. M. Lau},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Contextual Target-Specific Stance Detection on Twitter: Dataset and
Method},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {359--367},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00045},
doi = {10.1109/ICDM58522.2023.00045},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiWHGN023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiXLCLX23,
author = {Yi Li and
Xiaomin Xiong and
Xiaohua Liu and
Lin Chen and
Bo Lin and
Bo Xu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Human-interpretable features derived from breast cancer pathology
slides detect {BRCA1/2} gene mutations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {288--293},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00042},
doi = {10.1109/ICDMW60847.2023.00042},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiXLCLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiXXW23,
author = {Kang Li and
Wu{-}Dong Xi and
Xing{-}Xing Xing and
Chang{-}Dong Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Hypergraph Attribute Attention Network for Community Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {269--278},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00036},
doi = {10.1109/ICDM58522.2023.00036},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiXXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiXXW23a,
author = {Xiang{-}Long Li and
Wu{-}Dong Xi and
Xing{-}Xing Xing and
Chang{-}Dong Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Auto Graph Filtering for Bundle Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {299--308},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00039},
doi = {10.1109/ICDM58522.2023.00039},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiXXW23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiXY23,
author = {Yanjin Li and
Linchuan Xu and
Kenji Yamanishi},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{GMMDA:} Gaussian Mixture Modeling of Graph in Latent Space for Graph
Data Augmentation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {319--328},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00041},
doi = {10.1109/ICDM58522.2023.00041},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiXY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiXYLZ23,
author = {Jiaye Li and
Hang Xu and
Hao Yu and
Weixin Li and
Shichao Zhang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Anti-Noise Muiti-View Feature Selection With Sample Constraints},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {259--268},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00035},
doi = {10.1109/ICDM58522.2023.00035},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiXYLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiY23,
author = {Xin{-}Yi Li and
Yu{-}Bin Yang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{GAFNO:} Gated Adaptive Fourier Neural Operator for Task-Agnostic
Time Series Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1133--1138},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00136},
doi = {10.1109/ICDM58522.2023.00136},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiYHW023,
author = {Junliang Li and
Yajun Yang and
Qinghua Hu and
Xin Wang and
Hong Gao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Hierarchical Label Inference Incorporating Attribute Semantics in
Attributed Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1091--1096},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00129},
doi = {10.1109/ICDM58522.2023.00129},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiYHW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZ023,
author = {Jinli Li and
ChengXuan Zhou and
Ye Yuan},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An Adaptive PID-Incorporated Non-Negative Latent Factor Analysis Model},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {424--428},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00060},
doi = {10.1109/ICDMW60847.2023.00060},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZ23,
author = {Yifan Li and
ChengXiang Zhai},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An Exploration of Large Language Models for Verification of News Headlines},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {197--206},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00032},
doi = {10.1109/ICDMW60847.2023.00032},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZSLYHH23,
author = {Dongxu Li and
Bowei Zhao and
Xiaorui Su and
Guodong Li and
Yue Yang and
Pengwei Hu and
Lun Hu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Drug Repositioning Method Based on Pre-trained Large Model and Network
Embedding Representation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {418--423},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00059},
doi = {10.1109/ICDMW60847.2023.00059},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiZSLYHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZYLHY23,
author = {Mingyi Li and
Xiao Zhang and
Haochao Ying and
Yang Li and
Xu Han and
Dongxiao Yu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Data Quality Aware Hierarchical Federated Reinforcement Learning Framework
for Dynamic Treatment Regimes},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1103--1108},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00131},
doi = {10.1109/ICDM58522.2023.00131},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiZYLHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZZFZX23,
author = {Yawei Li and
Zhao Zhang and
Suiyi Zhao and
Jicong Fan and
Haijun Zhang and
Mingliang Xu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Feature Aggregating Network with Inter-Frame Interaction for Efficient
Video Super-Resolution},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {329--338},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00042},
doi = {10.1109/ICDM58522.2023.00042},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiZZFZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiangCNLY23,
author = {Xurong Liang and
Tong Chen and
Quoc Viet Hung Nguyen and
Jianxin Li and
Hongzhi Yin},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Learning Compact Compositional Embeddings via Regularized Pruning
for Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {378--387},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00047},
doi = {10.1109/ICDM58522.2023.00047},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiangCNLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiangCZX0023,
author = {Zibo Liang and
Xu Chen and
Yan Zhao and
Jiandong Xie and
Kai Zeng and
Kai Zheng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based
Ensemble Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {388--397},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00048},
doi = {10.1109/ICDM58522.2023.00048},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiangCZX0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiangLXCDYW23,
author = {Fei{-}Yao Liang and
Fei{-}Peng Li and
Ronghai Xu and
Wei Cheng and
Shi{-}Xian Deng and
Zhe{-}Rui Yang and
Chang{-}Dong Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Telecom Fraud Detection Based on Feature Binning and Autoencoder},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {368--377},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00046},
doi = {10.1109/ICDM58522.2023.00046},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiangLXCDYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Lin0G23,
author = {Mingqian Lin and
Lin Shang and
Xiaoying Gao},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Enhancing Interpretability in AI-Generated Image Detection with Genetic
Programming},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {371--378},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00053},
doi = {10.1109/ICDMW60847.2023.00053},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Lin0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinJWH23,
author = {Yiming Lin and
Xiao{-}Bo Jin and
Qiufeng Wang and
Kaizhu Huang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Context Does Matter: End-to-end Panoptic Narrative Grounding with
Deformable Attention Refined Matching Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1163--1168},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00142},
doi = {10.1109/ICDM58522.2023.00142},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LinJWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinP023,
author = {Zhaohao Lin and
Weike Pan and
Zhong Ming},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Privacy-Preserving Cross-Domain Sequential Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1139--1144},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00138},
doi = {10.1109/ICDM58522.2023.00138},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LinP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinWSKK23,
author = {Weijia Lin and
Jiankun Wang and
Lu Sun and
Mineichi Kudo and
Keigo Kimura},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Multi-Label Personalized Classification via Exclusive Sparse Tensor
Factorization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {398--407},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00049},
doi = {10.1109/ICDM58522.2023.00049},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LinWSKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Liu0XW23,
author = {Kangzheng Liu and
Feng Zhao and
Guandong Xu and
Shiqing Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {IE-Evo: Internal and External Evolution-Enhanced Temporal Knowledge
Graph Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {408--417},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00050},
doi = {10.1109/ICDM58522.2023.00050},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Liu0XW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Liu0Y23,
author = {Zheng Liu and
Xiaohan Li and
Philip S. Yu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {A Counterfactual Fair Model for Longitudinal Electronic Health Records
via Deconfounder},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1175--1180},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00144},
doi = {10.1109/ICDM58522.2023.00144},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Liu0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuCNZGW23,
author = {Qi Liu and
Xiao Chen and
Kun Niu and
Wanru Zhang and
Yiman Gao and
Jin Wei},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Intelligent Practical Teaching Platform based on Data Mining},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1575--1580},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00200},
doi = {10.1109/ICDMW60847.2023.00200},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuCNZGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuHNW23,
author = {Linbo Liu and
Trong Nghia Hoang and
Lam M. Nguyen and
Tsui{-}Wei Weng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Promoting Robustness of Randomized Smoothing: Two Cost-Effective Approaches},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1145--1150},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00139},
doi = {10.1109/ICDM58522.2023.00139},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuHNW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuJH0D23,
author = {Zhaoyu Liu and
Kan Jiang and
Zhe Hou and
Yun Lin and
Jin Song Dong},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Insight Analysis for Tennis Strategy and Tactics},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1169--1174},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00143},
doi = {10.1109/ICDM58522.2023.00143},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuJH0D23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuLXWXCLXL23,
author = {Xiaohua Liu and
Yi Li and
Xiaomin Xiong and
Yihan Wu and
Mengke Xu and
Lin Chen and
Bo Lin and
Bo Xu and
Guoxiang Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Improving HER2-Positive Breast Cancer Targeted Therapy Prediction
Using multiMSnet: {A} Multi-Scale Pathological Image-Based Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {304--310},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00044},
doi = {10.1109/ICDMW60847.2023.00044},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuLXWXCLXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuMPV23,
author = {Junfeng Liu and
Zhuocheng Mei and
Kewen Peng and
Ranga Raju Vatsavai},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Context Retrieval via Normalized Contextual Latent Interaction for
Conversational Agent},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1543--1550},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00196},
doi = {10.1109/ICDMW60847.2023.00196},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuMPV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuQH23,
author = {Yilun Liu and
Ruihong Qiu and
Zi Huang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {CaT: Balanced Continual Graph Learning with Graph Condensation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1157--1162},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00141},
doi = {10.1109/ICDM58522.2023.00141},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuQH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuRP023,
author = {Yang Liu and
Qianzhen Rao and
Weike Pan and
Zhong Ming},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Variational Collective Graph AutoEncoder for Multi-behavior Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {438--447},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00053},
doi = {10.1109/ICDM58522.2023.00053},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuRP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuW23,
author = {Hao Liu and
Raymond Chi{-}Wing Wong},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Automatic Personalized Health Insurance Recommendation Based on Utility
and User Feedback},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1360--1369},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00174},
doi = {10.1109/ICDMW60847.2023.00174},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuWDLWYP23,
author = {Shenghao Liu and
Guoyang Wu and
Xianjun Deng and
Hongwei Lu and
Bang Wang and
Laurence T. Yang and
James J. Park},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Graph Sampling based Fairness-aware Recommendation over Sensitive
Attribute Removal},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {428--437},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00052},
doi = {10.1109/ICDM58522.2023.00052},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuWDLWYP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuYJWYL23,
author = {Kai Liu and
Minghao Yu and
Yang Jin and
Yue Wang and
Jiaqi Yan and
Xiao Fan Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Tokenomic Model of Friend.Tech Social Platform: {A} Data-driven Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {656--662},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00091},
doi = {10.1109/ICDMW60847.2023.00091},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuYJWYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuZ0LH23,
author = {Peishuo Liu and
Cangqi Zhou and
Jing Zhang and
Qianmu Li and
Dianming Hu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Hierarchical Graph Contrastive Learning via Debiasing Noise Samples
with Adaptive Repelling Ratio},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {418--427},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00051},
doi = {10.1109/ICDM58522.2023.00051},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuZ0LH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuZCLF23,
author = {Ge Liu and
Zhongqiang Zhang and
Fuhan Cai and
Duo Liu and
Xiangzhong Fang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Learning and Adapting Diverse Representations for Cross-domain Few-shot
Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {294--303},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00043},
doi = {10.1109/ICDMW60847.2023.00043},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuZCLF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuZZZZLC23,
author = {Yang Liu and
Chuan Zhou and
Peng Zhang and
Shuai Zhang and
Xiaoou Zhang and
Zhao Li and
Hongyang Chen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Decision-focused Graph Neural Networks for Graph Learning and Optimization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1151--1156},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00140},
doi = {10.1109/ICDM58522.2023.00140},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuZZZZLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LongAPB23,
author = {Qianyu Long and
Christos Anagnostopoulos and
Shameem Puthiya Parambath and
Daning Bi},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental
Regularization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1187--1192},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00146},
doi = {10.1109/ICDM58522.2023.00146},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LongAPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LongG023,
author = {Jinqiang Long and
Yizhao Gao and
Zhiwu Lu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Mixup-Inspired Video Class-Incremental Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1181--1186},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00145},
doi = {10.1109/ICDM58522.2023.00145},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LongG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LouCXZCW023,
author = {Yiwei Lou and
Yanyuan Chen and
Dexuan Xu and
Doudou Zhou and
Yongzhi Cao and
Hanpin Wang and
Yu Huang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Refining the Unseen: Self-supervised Two-stream Feature Extraction
for Image Quality Assessment},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1193--1198},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00147},
doi = {10.1109/ICDM58522.2023.00147},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LouCXZCW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuSNIK23,
author = {Yue Lu and
Thirumalai Vinjamoor Akhil Srinivas and
Takaaki Nakamura and
Makoto Imamura and
Eamonn J. Keogh},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Matrix Profile {XXX:} {MADRID:} {A} Hyper-Anytime and Parameter-Free
Algorithm to Find Time Series Anomalies of all Lengths},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1199--1204},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00148},
doi = {10.1109/ICDM58522.2023.00148},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LuSNIK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuWLL23,
author = {Yi{-}Hong Lu and
Chang{-}Dong Wang and
Pei{-}Yuan Lai and
Jian{-}Huang Lai},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{PKAT:} Pre-training in Collaborative Knowledge Graph Attention Network
for Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {448--457},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00054},
doi = {10.1109/ICDM58522.2023.00054},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuWLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuerWD023,
author = {Fiete L{\"{u}}er and
Tobias Weber and
Maxim Dolgich and
Christian B{\"{o}}hm},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Adversarial Anomaly Detection using Gaussian Priors and Nonlinear
Anomaly Scores},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {550--559},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00078},
doi = {10.1109/ICDMW60847.2023.00078},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuerWD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuoGZX023,
author = {Yang Luo and
Zehao Gu and
Shiyang Zhou and
Yun Xiong and
Xiaofeng Gao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized
Urban Event Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {468--477},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00056},
doi = {10.1109/ICDM58522.2023.00056},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuoGZX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuoWWQLGD23,
author = {Zhenghong Luo and
Qian Wang and
Haomai Wang and
Tianshan Qu and
Meng Li and
Rong Gu and
Haipeng Dai},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {MoonKV: Optimizing Update-intensive Workloads for NVM-based Key-value
Stores},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {478--487},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00057},
doi = {10.1109/ICDM58522.2023.00057},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuoWWQLGD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuoXSXYYZ23,
author = {Jinyuan Luo and
Zikai Xiao and
Wen Shi and
Linhai Xie and
Hong Yang and
Xiaoxia Yin and
Yanchun Zhang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {CVaDeS: {A} Conditional Variational Deep Survival Model for Survival
Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {458--467},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00055},
doi = {10.1109/ICDM58522.2023.00055},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuoXSXYYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaCL23,
author = {Yueqi Ma and
Minjie Chen and
Xiang Li},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {DropMix: Better Graph Contrastive Learning with Harder Negative Samples},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1105--1112},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00145},
doi = {10.1109/ICDMW60847.2023.00145},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaLSY23,
author = {Simin Ma and
Junghwan Lee and
Nicoleta Serban and
Shihao Yang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Deep Attention Q-Network for Personalized Treatment Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {329--337},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00048},
doi = {10.1109/ICDMW60847.2023.00048},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaLSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaQZ023,
author = {Tianyi Ma and
Yiyue Qian and
Chuxu Zhang and
Yanfang Ye},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Hypergraph Contrastive Learning for Drug Trafficking Community Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1205--1210},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00149},
doi = {10.1109/ICDM58522.2023.00149},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaQZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaWZWCCHL23,
author = {Haonan Ma and
Can Wang and
Yunwei Zhao and
Luhua Wang and
Xiulian Cao and
Jinyin Chen and
Han Han and
Meichen Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An in-depth analysis of robustness and accuracy of recommendation
systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1509--1515},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00192},
doi = {10.1109/ICDMW60847.2023.00192},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MaWZWCCHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MacriGS23,
author = {Davide Macr{\`{\i}} and
Antonio Francesco Gentile and
Pietro Sabatino},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An IoT-based Approach to Expert Recommendation in Community Question
Answering for Disaster Recovery},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {860--867},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00116},
doi = {10.1109/ICDMW60847.2023.00116},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MacriGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MalekiPD23,
author = {Negar Maleki and
Balaji Padmanabhan and
Kaushik Dutta},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Leveraging Implicit Knowledge in Recommender Systems for Maternal
Health},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {338--347},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00049},
doi = {10.1109/ICDMW60847.2023.00049},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MalekiPD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MalicKL23,
author = {Vincent Quirante Malic and
Anamika Kumari and
Xiaozhong Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Racial Skew in Fine-Tuned Legal {AI} Language Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {245--252},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00037},
doi = {10.1109/ICDMW60847.2023.00037},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MalicKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaoWHYHY23,
author = {Qian'ang Mao and
Sheng Wan and
Daning Hu and
Jiaqi Yan and
Jin Hu and
Xuan Yang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Leveraging Federated Learning for Unsecured Loan Risk Assessment on
Decentralized Finance Lending Platforms},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {663--670},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00092},
doi = {10.1109/ICDMW60847.2023.00092},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaoWHYHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/McNeilB23,
author = {Maxwell McNeil and
Petko Bogdanov},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Multi-Dictionary Tensor Decomposition},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1217--1222},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00151},
doi = {10.1109/ICDM58522.2023.00151},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/McNeilB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MeiLLZS023,
author = {Hao Mei and
Junxian Li and
Zhiming Liang and
Guanjie Zheng and
Bin Shi and
Hua Wei},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Uncertainty-aware Traffic Prediction under Missing Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1223--1228},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00152},
doi = {10.1109/ICDM58522.2023.00152},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MeiLLZS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MengLYZH23,
author = {Fan Meng and
Yuyong Li and
Hanqing Yu and
Xiaofei Zhou and
Win{-}Bin Huang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Industry credit spread forecasting based on time series data and industry
relationships},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1400--1406},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00178},
doi = {10.1109/ICDMW60847.2023.00178},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MengLYZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MengoliYWC23,
author = {Emanuele Mengoli and
Zhiyuan Yao and
Wutao Wei and
Thomas H. Clausen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Develop End-to-End Anomaly Detection System},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1370--1379},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00175},
doi = {10.1109/ICDMW60847.2023.00175},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MengoliYWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MiaoCHZWZZ23,
author = {Ran Miao and
Xueyu Chen and
Liang Hu and
Zhifei Zhang and
Minghua Wan and
Qi Zhang and
Cairong Zhao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {PatSTEG: Modeling Formation Dynamics of Patent Citation Networks via
The Semantic-Topological Evolutionary Graph},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1229--1234},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00153},
doi = {10.1109/ICDM58522.2023.00153},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MiaoCHZWZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MiaoZRZZH23,
author = {Kang Miao and
Zhao Zhang and
Jiahuan Ren and
Mingbo Zhao and
Haijun Zhang and
Richang Hong},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Adaptive Student Inference Network for Efficient Single Image Super-Resolution},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {488--497},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00058},
doi = {10.1109/ICDM58522.2023.00058},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MiaoZRZZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MilkowskiKWKKZ23,
author = {Piotr Milkowski and
Konrad Karanowski and
Patryk Wielopolski and
Jan Kocon and
Przemyslaw Kazienko and
Maciej Zieba},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Modeling Uncertainty in Personalized Emotion Prediction with Normalizing
Flows},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {757--766},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00103},
doi = {10.1109/ICDMW60847.2023.00103},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MilkowskiKWKKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MinnF23,
author = {Sein Minn and
Shunkai Fu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Fast {\&} Efficient Learning of Bayesian Networks from Data: Knowledge
Discovery and Causality},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {966--975},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00128},
doi = {10.1109/ICDMW60847.2023.00128},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MinnF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MirabiNB23,
author = {Meghdad Mirabi and
Ren{\'{e}} Klaus Nikiel and
Carsten Binnig},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {SafeML: {A} Privacy-Preserving Byzantine-Robust Framework for Distributed
Machine Learning Training},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {207--216},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00033},
doi = {10.1109/ICDMW60847.2023.00033},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MirabiNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MitrovicFGLCSGS23,
author = {Sandra Mitrovic and
Fabio Frisone and
Suryam Gupta and
Chiara Lucifora and
Dragana Carapic and
Carlo Schillaci and
Samuele Di Giovanni and
Ayushi Singh},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Annotating Panic in Social Media using Active Learning, Transformers
and Domain Knowledge},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1269--1278},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00164},
doi = {10.1109/ICDMW60847.2023.00164},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MitrovicFGLCSGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MoonC23,
author = {Hyung{-}Jun Moon and
Sung{-}Bae Cho},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Exploiting Local Information with Subgraph Embedding for Graph Neural
Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1113--1120},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00146},
doi = {10.1109/ICDMW60847.2023.00146},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MoonC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MoreauCSO23,
author = {Hugues Moreau and
Etienne C{\^{o}}me and
Allou Sam{\'{e}} and
Latifa Oukhellou},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Regression Mixture Model to understand the effect of the Covid-19
pandemic on Public Transport Ridership},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1259--1268},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00163},
doi = {10.1109/ICDMW60847.2023.00163},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MoreauCSO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MouraKDMS23,
author = {Henrique Duarte Moura and
Leonid Kholkine and
Lynn D'eer and
Kevin Mets and
Tom De Schepper},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Towards graph-based forecasting with attention for real-world restaurant
sales},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {560--569},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00079},
doi = {10.1109/ICDMW60847.2023.00079},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MouraKDMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MuHFL23,
author = {Caihong Mu and
Heyuan Huang and
Yunfei Fang and
Yi Liu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {A Graph Convolutional Neural Network for Recommendation Based on Community
Detection and Combination of Multiple Heterogeneous Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1235--1240},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00154},
doi = {10.1109/ICDM58522.2023.00154},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MuHFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MuetundaJPSDPC23,
author = {Faustino Muetunda and
M. Luqman Jamil and
Sebasti{\~{a}}o Pais and
Soumaya Sabry and
Ga{\"{e}}l Dias and
Nuno Pombo and
Jo{\~{a}}o Cordeiro},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Exploring the Role of Artificial Intelligence in Mental Health},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1289--1298},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00166},
doi = {10.1109/ICDMW60847.2023.00166},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MuetundaJPSDPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MuetundaPSDPC23,
author = {Faustino Muetunda and
Sebasti{\~{a}}o Pais and
Soumaya Sabry and
Ga{\"{e}}l Dias and
Nuno Pombo and
Jo{\~{a}}o Cordeiro},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Improving Mental Disorder Predictions using Feature-Based Machine
Learning Techninques},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1279--1288},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00165},
doi = {10.1109/ICDMW60847.2023.00165},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MuetundaPSDPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Najjar23,
author = {Alameen Najjar},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Towards {A} Foundation Model For Trajectory Intelligence},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {832--835},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00112},
doi = {10.1109/ICDMW60847.2023.00112},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Najjar23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NajjarM23,
author = {Alameen Najjar and
Kyle Mede},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Where You Are Is What You Do: On Inferring Offline Activities From
Location Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {836--843},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00113},
doi = {10.1109/ICDMW60847.2023.00113},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NajjarM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NanettiPC23,
author = {Andrea Nanetti and
John Pavlopoulos and
Erik Cambria},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Sentiment Analysis of Primary Historical Sources},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {767--772},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00104},
doi = {10.1109/ICDMW60847.2023.00104},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NanettiPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NguyenT0BBC23,
author = {Ngoc Dang Nguyen and
Wei Tan and
Lan Du and
Wray L. Buntine and
Richard Beare and
Changyou Chen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Low-Resource Named Entity Recognition: Can One-vs-All {AUC} Maximization
Help?},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1241--1246},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00155},
doi = {10.1109/ICDM58522.2023.00155},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NguyenT0BBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OngHSCM23,
author = {Keane Ong and
Wihan van der Heever and
Ranjan Satapathy and
Erik Cambria and
Gianmarco Mengaldo},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {773--782},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00105},
doi = {10.1109/ICDMW60847.2023.00105},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OngHSCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OwusuTPBW23,
author = {Patrick Asante Owusu and
Etienne Gael Tajeuna and
Jean{-}Marc Patenaude and
Armelle Brun and
Shengrui Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Rethinking Temporal Dependencies in Multiple Time Series: {A} Use
Case in Financial Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1247--1252},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00156},
doi = {10.1109/ICDM58522.2023.00156},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OwusuTPBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PanLZP23,
author = {Junjun Pan and
Yixin Liu and
Yizhen Zheng and
Shirui Pan},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{PREM:} {A} Simple Yet Effective Approach for Node-Level Graph Anomaly
Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1253--1258},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00157},
doi = {10.1109/ICDM58522.2023.00157},
timestamp = {Sun, 02 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PanLZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ParkLK23,
author = {Jeongha Park and
Kisung Lee and
Hyuk{-}Yoon Kwon},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Two-Level Graph Representation Learning with Community-as-a-Node Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1259--1264},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00158},
doi = {10.1109/ICDM58522.2023.00158},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ParkLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PawlickaPKC23,
author = {Aleksandra Pawlicka and
Marek Pawlicki and
Rafal Kozik and
Michal Choras},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {The Need for Practical Legal and Ethical Guidelines for Explainable
AI-based Network Intrusion Detection Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {253--261},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00038},
doi = {10.1109/ICDMW60847.2023.00038},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PawlickaPKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PellizzoniB23,
author = {Paolo Pellizzoni and
Karsten M. Borgwardt},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{FASM} and {FAST-YB:} Significant Pattern Mining with False Discovery
Rate Control},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1265--1270},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00159},
doi = {10.1109/ICDM58522.2023.00159},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PellizzoniB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengXPWX23,
author = {Jingkai Peng and
Fei Xiong and
Shirui Pan and
Liang Wang and
Xi Xiong},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Robust Network Alignment with the Combination of Structure and Attribute
Embeddings},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {498--507},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00059},
doi = {10.1109/ICDM58522.2023.00059},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PengXPWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PerezWSBMMS23,
author = {Iker Perez and
Jason Wong and
Piotr Skalski and
Stuart Burrell and
Richard Mortier and
Derek McAuley and
David Sutton},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Locally Differentially Private Embedding Models in Distributed Fraud
Prevention Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {475--484},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00068},
doi = {10.1109/ICDMW60847.2023.00068},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PerezWSBMMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PhamNCLDW23,
author = {Nhan H. Pham and
Lam M. Nguyen and
Jie Chen and
Hoang Thanh Lam and
Subhro Das and
Tsui{-}Wei Weng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Attacking c-MARL More Effectively: {A} Data Driven Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1271--1276},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00160},
doi = {10.1109/ICDM58522.2023.00160},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PhamNCLDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PintilieMB23,
author = {Ioana Pintilie and
Andrei Manolache and
Florin Brad},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Time Series Anomaly Detection using Diffusion-based Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {570--578},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00080},
doi = {10.1109/ICDMW60847.2023.00080},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PintilieMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PopescuCB23,
author = {Doru Anastasiu Popescu and
Doru Constantin and
Nicolae Bold},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Generating assessment tests using image-based items},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {379--385},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00054},
doi = {10.1109/ICDMW60847.2023.00054},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PopescuCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PoursafaeiR23,
author = {Farimah Poursafaei and
Reihaneh Rabbany},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Exhaustive Evaluation of Dynamic Link Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1121--1130},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00147},
doi = {10.1109/ICDMW60847.2023.00147},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PoursafaeiR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PrakashJO23,
author = {Tushar Prakash and
Raksha Jalan and
Naoyuki Onoe},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Enhancing Social Recommendation with Multi-View {BERT} Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1277--1282},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00161},
doi = {10.1109/ICDM58522.2023.00161},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PrakashJO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Qazvini23,
author = {Marjan Qazvini},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Levels of disability in the older population of England: An unsupervised
and self-supervised learning approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {633--641},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00088},
doi = {10.1109/ICDMW60847.2023.00088},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Qazvini23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QianBZZZ23,
author = {Yuyang Qian and
Yong Bai and
Zhen{-}Yu Zhang and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Handling New Class in Online Label Shift},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1283--1288},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00162},
doi = {10.1109/ICDM58522.2023.00162},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QianBZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QinLNY23,
author = {Zheyun Qin and
Xiankai Lu and
Xiushan Nie and
Yilong Yin},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Video Instance Segmentation Using Graph Matching Transformer},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {995--1004},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00132},
doi = {10.1109/ICDMW60847.2023.00132},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QinLNY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Qiu0X23,
author = {Yixuan Qiu and
Weitong Chen and
Miao Xu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {A Progressive Sampling Method for Dual-Node Imbalanced Learning with
Restricted Data Access},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {508--517},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00060},
doi = {10.1109/ICDM58522.2023.00060},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Qiu0X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QuerciaMSA23,
author = {Alessio Quercia and
Abigail Morrison and
Hanno Scharr and
Ira Assent},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{SGD} Biased towards Early Important Samples for Efficient Training},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1289--1294},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00163},
doi = {10.1109/ICDM58522.2023.00163},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QuerciaMSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RamkissoonRG23,
author = {Amit Neil Ramkissoon and
Vijayanandh Rajamanickam and
Wayne Goodridge},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Feature Set for Neural Texture Video Detection Based on Scenes and
Textures},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1604--1611},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.10494019},
doi = {10.1109/ICDMW60847.2023.10494019},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/RamkissoonRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RauschRG0F23,
author = {Johannes Rausch and
Gentiana Rashiti and
Maxim Gusev and
Ce Zhang and
Stefan Feuerriegel},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{DSG:} An End-to-End Document Structure Generator},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {518--527},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00061},
doi = {10.1109/ICDM58522.2023.00061},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RauschRG0F23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RehaLRGG23,
author = {Jakub Reha and
Giulio Lovisotto and
Michele Russo and
Alessio Gravina and
Claas Grohnfeldt},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Continuous-Time Temporal Graph Learning on Provenance Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1131--1140},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00148},
doi = {10.1109/ICDMW60847.2023.00148},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RehaLRGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RemilBCMPK23,
author = {Youcef Remil and
Anes Bendimerad and
Mathieu Chambard and
Romain Mathonat and
Marc Plantevit and
Mehdi Kaytoue},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Mining Java Memory Errors using Subjective Interesting Subgroups with
Hierarchical Targets},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1221--1230},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00159},
doi = {10.1109/ICDMW60847.2023.00159},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RemilBCMPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Ren0KW23,
author = {Yinuo Ren and
Feng Li and
Yanfei Kang and
Jue Wang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Infinite forecast combinations based on Dirichlet process},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {579--587},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00081},
doi = {10.1109/ICDMW60847.2023.00081},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Ren0KW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RenHMQCL23,
author = {Lina Ren and
Ruizhang Huang and
Shengwei Ma and
Yongbin Qin and
Yanping Chen and
Chuan Lin},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Deep Multi-kernel Clustering Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {528--537},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00062},
doi = {10.1109/ICDM58522.2023.00062},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RenHMQCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SaniHR23,
author = {S. M. F. Sani and
Seyed Abbas Hosseini and
Hamid R. Rabiee},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Epsilon non-Greedy: {A} Bandit Approach for Unbiased Recommendation
via Uniform Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {147--156},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00026},
doi = {10.1109/ICDMW60847.2023.00026},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SaniHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SantosSTE23,
author = {Francisco Santos and
Anna Stephens and
Pang{-}Ning Tan and
Abdol{-}Hossein Esfahanian},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Influence Propagation for Linear Threshold Model with Graph Neural
Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1141--1148},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00149},
doi = {10.1109/ICDMW60847.2023.00149},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SantosSTE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SengameduP23,
author = {Srinivasan H. Sengamedu and
Hien Pham},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {FairLabel: Correcting Bias in Labels},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {262--271},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00039},
doi = {10.1109/ICDMW60847.2023.00039},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SengameduP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Seo023,
author = {Hoon Seo and
Hua Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Fast Multi-Modal Multi-Instance Support Vector Machine for Fine-grained
Chest X-ray Recognition},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1295--1300},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00164},
doi = {10.1109/ICDM58522.2023.00164},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Seo023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahsavariHSS23,
author = {Maryam Shahsavari and
Omar Khadeer Hussain and
Morteza Saberi and
Pankaj Sharma},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A lightweight and unsupervised approach for identifying risk events
in news articles},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {37--43},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00014},
doi = {10.1109/ICDMW60847.2023.00014},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ShahsavariHSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShakyaMSV23,
author = {Anup Shakya and
Abisha Thapa Magar and
Somdeb Sarkhel and
Deepak Venugopal},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {On the Verification of Embeddings with Hybrid Markov Logic},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1301--1306},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00165},
doi = {10.1109/ICDM58522.2023.00165},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShakyaMSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShangGJ23,
author = {Chikai Shang and
Fangqing Gu and
Jiaqi Jiang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Evolutionary Multi-model Federated Learning on Malicious and Heterogeneous
Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {386--395},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00055},
doi = {10.1109/ICDMW60847.2023.00055},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShangGJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShenHLWW023,
author = {Jiaxing Shen and
Yulin He and
Yunfei Long and
Jiaqi Wen and
Yanwen Wang and
Yu Yang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Birds of a Feather Purchase Together: Accurate Social Network Inference
using Transaction Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1380--1389},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00176},
doi = {10.1109/ICDMW60847.2023.00176},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShenHLWW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShiMSXLLW23,
author = {Chen Shi and
Yujie Mao and
Yiding Shen and
Wenli Xiong and
Feng Liu and
Chenhui Li and
Changbo Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {MTT-DynGL: Towards Multidimensional Topology-oriented Time-series
Dynamic Graphs Learning Model},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1313--1318},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00167},
doi = {10.1109/ICDM58522.2023.00167},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShiMSXLLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShiMZTMLLH23,
author = {Yucheng Shi and
Hehuan Ma and
Wenliang Zhong and
Qiaoyu Tan and
Gengchen Mai and
Xiang Li and
Tianming Liu and
Junzhou Huang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {ChatGraph: Interpretable Text Classification by Converting ChatGPT
Knowledge to Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {515--520},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00073},
doi = {10.1109/ICDMW60847.2023.00073},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ShiMZTMLLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShiSLXHLYL23,
author = {Juntai Shi and
Wei Su and
Lei Liu and
Shenglin Xu and
Tianyuan Huang and
Jiamin Liu and
Wenli Yue and
Shihua Li},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Deep Memory-Aware Attentive Model for Knowledge Tracing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1581--1590},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00201},
doi = {10.1109/ICDMW60847.2023.00201},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ShiSLXHLYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShiXL23,
author = {Qiuhao Shi and
Xiaolong Xu and
Xuanyan Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{BLRGCN:} {A} dynamic traffic flow prediction model based on spatiotemporal
graph convolutional network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {844--851},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00114},
doi = {10.1109/ICDMW60847.2023.00114},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShiXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShiZWZWYL23,
author = {Longxiang Shi and
Zilin Zhang and
Shoujin Wang and
Qi Zhang and
Minghui Wu and
Cheng Yang and
Shijian Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Session-based Interactive Recommendation via Deep Reinforcement Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1319--1324},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00168},
doi = {10.1109/ICDM58522.2023.00168},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShiZWZWYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShrivastavaPKAK23,
author = {Diksha Shrivastava and
Sarthak Pujari and
Yatin Katyal and
Siddhartha Asthana and
Chandrudu K and
Aakashdeep Singh},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{INFRANET:} Forecasting intermittent time series using DeepNet with
parameterized conditional demand and size distribution},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1591--1599},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00013},
doi = {10.1109/ICDMW60847.2023.00013},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShrivastavaPKAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Song0TNZRTKIYZ023,
author = {Meishu Song and
Zijiang Yang and
Andreas Triantafyllopoulos and
Toru Nakamura and
Yongxin Zhang and
Zhao Ren and
Hiroki Takeuchi and
Akifumi Kishi and
Tetsuro Ishizawa and
Kazuhiro Yoshiuchi and
Haojie Zhang and
Kun Qian and
Bin Hu and
Bj{\"{o}}rn W. Schuller and
Yoshiharu Yamamoto},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Crossmodal Transformer on Multi-Physical Signals for Personalised
Daily Mental Health Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1299--1305},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00167},
doi = {10.1109/ICDMW60847.2023.00167},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Song0TNZRTKIYZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Song0YH23,
author = {Zijie Song and
Wenbo Hu and
Hao Ye and
Richang Hong},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {How to Use Language Expert to Assist Inference for Visual Commonsense
Reasoning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {521--527},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00074},
doi = {10.1109/ICDMW60847.2023.00074},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Song0YH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SongFG023,
author = {Yulong Song and
Bin Fu and
Jianxiong Guo and
Xiaofeng Gao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Interactive Activities Initiation through Retrieving Hidden Social
Information Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {538--547},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00063},
doi = {10.1109/ICDM58522.2023.00063},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SongFG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SongHZW23,
author = {Yuanfeng Song and
Xiaoling Huang and
Xuefang Zhao and
Raymond Chi{-}Wing Wong},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Natural Language Generation Meets Data Visualization: Vis-to-Text
and its Duality with Text-to-Vis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1337--1342},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00171},
doi = {10.1109/ICDM58522.2023.00171},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SongHZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/StarnesDW23,
author = {Andrew Starnes and
Anton Dereventsov and
Clayton G. Webster},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Increasing Entropy to Boost Policy Gradient Performance on Personalization
Tasks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1551--1558},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00197},
doi = {10.1109/ICDMW60847.2023.00197},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/StarnesDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/StephensSTE23,
author = {Anna Stephens and
Francisco Santos and
Pang{-}Ning Tan and
Abdol{-}Hossein Esfahanian},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Population Graph Cross-Network Node Classification for Autism Detection
Across Sample Groups},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {348--355},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00050},
doi = {10.1109/ICDMW60847.2023.00050},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/StephensSTE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SuXXW23,
author = {Ting{-}Ting Su and
Wu{-}Dong Xi and
Xing{-}Xing Xing and
Chang{-}Dong Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {MCRec: Multi-channel Gated Gifts Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {548--557},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00064},
doi = {10.1109/ICDM58522.2023.00064},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SuXXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunHMTW0L23,
author = {Zexu Sun and
Bowei He and
Ming Ma and
Jiakai Tang and
Yuchen Wang and
Chen Ma and
Dugang Liu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1325--1330},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00169},
doi = {10.1109/ICDM58522.2023.00169},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunHMTW0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunHWYP0Y23,
author = {Li Sun and
Zhenhao Huang and
Hua Wu and
Junda Ye and
Hao Peng and
Zhengtao Yu and
Philip S. Yu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for
Alleviating Over-squashing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {558--567},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00065},
doi = {10.1109/ICDM58522.2023.00065},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunHWYP0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SurisettyMCMYSS23,
author = {Anil Surisetty and
Aakarsh Malhotra and
Deepak Chaurasiya and
Sudipta Modak and
Siddharth Yerramsetty and
Alok Singh and
Liyana Sahir and
Esam Abdel{-}Raheem},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Study of Topology Bias in GNN-based Knowledge Graphs Algorithms},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1149--1156},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00150},
doi = {10.1109/ICDMW60847.2023.00150},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SurisettyMCMYSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SuzukiITF023,
author = {Hirofumi Suzuki and
Hiroaki Iwashita and
Takuya Takagi and
Yuta Fujishige and
Satoshi Hara},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Rule Mining for Correcting Classification Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1331--1336},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00170},
doi = {10.1109/ICDM58522.2023.00170},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/SuzukiITF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TafazoliL0SCMK23,
author = {Sadaf Tafazoli and
Yue Lu and
Renjie Wu and
Thirumalai Vinjamoor Akhil Srinivas and
Hannah Dela Cruz and
Ryan Mercer and
Eamonn J. Keogh},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Matrix Profile {XXIX:} C\({}^{\mbox{22}}\)MP, Fusing catch 22 and
the Matrix Profile to Produce an Efficient and Interpretable Anomaly
Detector},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {568--577},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00066},
doi = {10.1109/ICDM58522.2023.00066},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TafazoliL0SCMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanHGF023,
author = {Yee Sen Tan and
Nicole Anne Teo Huiying and
Ezekiel En Zhe Ghe and
Jolie Zhi Yi Fong and
Zhaoxia Wang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Video Sentiment Analysis for Child Safety},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {783--790},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00106},
doi = {10.1109/ICDMW60847.2023.00106},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TanHGF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanLZN23,
author = {Jingwen Tan and
Dan Li and
Zibin Zheng and
See{-}Kiong Ng},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Fault Detection and Diagnosis of Air Handling Units Based On Adversarial
Multi-task Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {89--98},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00020},
doi = {10.1109/ICDMW60847.2023.00020},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TanLZN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanYZXZL23,
author = {Hao Tan and
Shuangzhou Yan and
Xin Zou and
Guanghuan Xie and
Hongxin Zhang and
Zhuo Li},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {FCToken: {A} Flexible Framework for Blockchain-Based Compliance Tokenization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {671--681},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00093},
doi = {10.1109/ICDMW60847.2023.00093},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TanYZXZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanZDH23,
author = {Qiaoyu Tan and
Xin Zhang and
Jiahe Du and
Xiao Huang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Graph Neural Networks with Non-Recursive Message Passing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {506--514},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00072},
doi = {10.1109/ICDMW60847.2023.00072},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TanZDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanZLC00H23,
author = {Qiaoyu Tan and
Daochen Zha and
Ninghao Liu and
Soo{-}Hyun Choi and
Li Li and
Rui Chen and
Xia Hu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Double Wins: Boosting Accuracy and Efficiency of Graph Neural Networks
by Reliable Knowledge Distillation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1343--1348},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00172},
doi = {10.1109/ICDM58522.2023.00172},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TanZLC00H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanZY0CMHHY23,
author = {Yanchao Tan and
Zihao Zhou and
Leisheng Yu and
Weiming Liu and
Chaochao Chen and
Guofang Ma and
Xiao Hu and
Vicki Stover Hertzberg and
Carl Yang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Enhancing Personalized Healthcare via Capturing Disease Severity,
Interaction, and Progression},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1349--1354},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00173},
doi = {10.1109/ICDM58522.2023.00173},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TanZY0CMHHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TangCPLZZTW23,
author = {Keke Tang and
Xujian Cai and
Weilong Peng and
Daizong Liu and
Peican Zhu and
Pan Zhou and
Zhihong Tian and
Wenping Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Matching Words for Out-of-distribution Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {578--587},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00067},
doi = {10.1109/ICDM58522.2023.00067},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TangCPLZZTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TangH23,
author = {Yixiang Tang and
Yi He},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Online Change Point Detection in Open Feature Spaces},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {429--434},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00061},
doi = {10.1109/ICDMW60847.2023.00061},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TangH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TayalRGJ023,
author = {Kshitij Tayal and
Arvind Renganathan and
Rahul Ghosh and
Xiaowei Jia and
Vipin Kumar},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics
for Temporal Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {588--597},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00068},
doi = {10.1109/ICDM58522.2023.00068},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TayalRGJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Teo0PSHQ23,
author = {Autumn Teo and
Zhaoxia Wang and
Haibo Pen and
Budhitama Subagdja and
Seng{-}Beng Ho and
Boon{-}Kiat Quek},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Knowledge Graph enhanced Aspect-Based Sentiment Analysis Incorporating
External Knowledge},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {791--798},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00107},
doi = {10.1109/ICDMW60847.2023.00107},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Teo0PSHQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Tomaszewska23,
author = {Renata Tomaszewska},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Andragogy Meets ChatGPT in Lifelong Learning: Exploring Opportunities
and Challenges},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {868--874},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00117},
doi = {10.1109/ICDMW60847.2023.00117},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Tomaszewska23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TranNDN23,
author = {Quang{-}Duy Tran and
Phuoc Nguyen and
Bao Duong and
Thin Nguyen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Differentiable Bayesian Structure Learning with Acyclicity Assurance},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {598--607},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00069},
doi = {10.1109/ICDM58522.2023.00069},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TranNDN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TuYS0V23,
author = {Huiling Tu and
Shuo Yu and
Vidya Saikrishna and
Feng Xia and
Karin Verspoor},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Deep Outdated Fact Detection in Knowledge Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1443--1452},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00184},
doi = {10.1109/ICDMW60847.2023.00184},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TuYS0V23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VanCW23,
author = {Minh{-}Hao Van and
Alycia N. Carey and
Xintao Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{HINT:} Healthy Influential-Noise based Training to Defend against
Data Poisoning Attacks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {608--617},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00070},
doi = {10.1109/ICDM58522.2023.00070},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VanCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VeeramaniTN23,
author = {Hariram Veeramani and
Surendrabikram Thapa and
Usman Naseem},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Temporally Dynamic Session-Keyword Aware Sequential Recommendation
System},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {157--164},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00027},
doi = {10.1109/ICDMW60847.2023.00027},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/VeeramaniTN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VuT23,
author = {Minh N. Vu and
My T. Thai},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Limitations of Perturbation-based Explanation Methods for Temporal
Graph Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {618--627},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00071},
doi = {10.1109/ICDM58522.2023.00071},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VuT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang00023,
author = {Tianxing Wang and
Can Wang and
Hui Tian and
Hong Shen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {GeoMixer: The MLP-Based Sequential {POI} Recommender with Travel Routing
Modelling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1373--1378},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00177},
doi = {10.1109/ICDM58522.2023.00177},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Wang00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0JH0ZB23,
author = {Zexin Wang and
Qiang Wang and
Zi Jiao and
Zhifan Huang and
Changsheng Zhang and
Fucai Zhou and
Che Bian},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{E2VQ:} Enabling Expressive, Efficient, and Verifiable Queries over
Blockchain Databases},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {682--690},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00094},
doi = {10.1109/ICDMW60847.2023.00094},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wang0JH0ZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0T23,
author = {Zijing Wang and
Ye Zhu and
Kai Ming Ting},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Distribution-Based Trajectory Clustering},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1379--1384},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00178},
doi = {10.1109/ICDM58522.2023.00178},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Wang0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangCZJHZCCLZX023,
author = {Yan Wang and
Zhixuan Chu and
Tao Zhou and
Caigao Jiang and
Hongyan Hao and
Minjie Zhu and
Xindong Cai and
Qing Cui and
Longfei Li and
James Y. Zhang and
Siqiao Xue and
Jun Zhou},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Enhancing Asynchronous Time Series Forecasting with Contrastive Relational
Inference},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {588--592},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00082},
doi = {10.1109/ICDMW60847.2023.00082},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangCZJHZCCLZX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangFC23,
author = {Mengxin Wang and
Liming Fang and
Kuiqi Chen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {FedNAT: Byzantine-robust Federated Learning through Activation-based
Attention Transfer},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1005--1012},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00133},
doi = {10.1109/ICDMW60847.2023.00133},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangFGWY23,
author = {Shen Wang and
Ziwei Fan and
Jibing Gong and
Xiaokai Wei and
Philip S. Yu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{IGCN:} Item Influence Enhanced Graph Convolution Networks for Recommendation
of Cold-Start Items},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1516--1525},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00193},
doi = {10.1109/ICDMW60847.2023.00193},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangFGWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangG0Z23,
author = {Shuo Wang and
Keke Gai and
Jing Yu and
Liehuang Zhu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{BDVFL:} Blockchain-based Decentralized Vertical Federated Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {628--637},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00072},
doi = {10.1109/ICDM58522.2023.00072},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangG0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangHMLV23,
author = {Lili Wang and
Chenghan Huang and
Weicheng Ma and
Zhongyang Li and
Soroush Vosoughi},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Hyperbolic Node Structural Role Embedding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1162--1169},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00152},
doi = {10.1109/ICDMW60847.2023.00152},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangHMLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLGLCY023,
author = {Ruifeng Wang and
Yuansheng Liu and
Yongshun Gong and
Wei Liu and
Meng Chen and
Yilong Yin and
Yu Zheng},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Fine-grained Urban Flow Inference with Unobservable Data via Space-Time
Attraction Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1367--1372},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00176},
doi = {10.1109/ICDM58522.2023.00176},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLGLCY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLZLYOW23,
author = {Jun Wang and
Haoxuan Li and
Chi Zhang and
Dongxu Liang and
Enyun Yu and
Wenwu Ou and
Wenjia Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {CounterCLR: Counterfactual Contrastive Learning with Non-random Missing
Data in Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1355--1360},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00174},
doi = {10.1109/ICDM58522.2023.00174},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLZLYOW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLZN23,
author = {Jie Wang and
Dan Li and
Zibin Zheng and
See{-}Kiong Ng},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Adversarial Maritime Trajectory Prediction with Real-time Spatial-Temporal
Mutual Influence},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {852--859},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00115},
doi = {10.1109/ICDMW60847.2023.00115},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLZN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangMSP23,
author = {Zhendong Wang and
Ioanna Miliou and
Isak Samsten and
Panagiotis Papapetrou},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Counterfactual Explanations for Time Series Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1391--1396},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00180},
doi = {10.1109/ICDM58522.2023.00180},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangMSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangNYZ23,
author = {Zichong Wang and
Giri Narasimhan and
Xin Yao and
Wenbin Zhang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Mitigating Multisource Biases in Graph Neural Networks via Real Counterfactual
Samples},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {638--647},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00073},
doi = {10.1109/ICDM58522.2023.00073},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangNYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangZM23,
author = {Zhihui Wang and
Yun Zhu and
Xinyuan Mi},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An Approach for Data Publishing with Sensitive Attribute Synthesis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {318--322},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00046},
doi = {10.1109/ICDMW60847.2023.00046},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangZPSMG23,
author = {Qing Wang and
Jia Zhu and
Changfan Pan and
Jianyang Shi and
Chaojun Meng and
Hanghui Guo},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Dual trustworthy mechanism for illness classification with multi-modality
data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {356--362},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00051},
doi = {10.1109/ICDMW60847.2023.00051},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangZPSMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangZXG023,
author = {Maolin Wang and
Dun Zeng and
Zenglin Xu and
Ruocheng Guo and
Xiangyu Zhao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Federated Knowledge Graph Completion via Latent Embedding Sharing
and Tensor Factorization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1361--1366},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00175},
doi = {10.1109/ICDM58522.2023.00175},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangZXG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WankerlDGH23,
author = {Sebastian Wankerl and
Andrzej Dulny and
Gerhard G{\"{o}}tz and
Andreas Hotho},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Can Neural Networks Distinguish High-school Level Mathematical Concepts?},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1397--1402},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00181},
doi = {10.1109/ICDM58522.2023.00181},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WankerlDGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WeiCI0L23,
author = {Wenqi Wei and
Ka{-}Ho Chow and
Fatih Ilhan and
Yanzhao Wu and
Ling Liu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Model Cloaking against Gradient Leakage},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1403--1408},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00182},
doi = {10.1109/ICDM58522.2023.00182},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WeiCI0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WeiPHXZPC23,
author = {Yuxi Wei and
Juntong Peng and
Tong He and
Chenxin Xu and
Jian Zhang and
Shirui Pan and
Siheng Chen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Compatible Transformer for Irregularly Sampled Multivariate Time Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1409--1414},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00183},
doi = {10.1109/ICDM58522.2023.00183},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WeiPHXZPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WeiSZ23,
author = {Peiyang Wei and
Xiaoyu Shi and
Jiesan Zhou},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{ESOA} Algorithm Based on learning rate optimization in Convolutional
neural networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {435--439},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00062},
doi = {10.1109/ICDMW60847.2023.00062},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WeiSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WenCCS0Y23,
author = {Hechuan Wen and
Tong Chen and
Li Kheng Chai and
Shazia W. Sadiq and
Kai Zheng and
Hongzhi Yin},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {To Predict or to Reject: Causal Effect Estimation with Uncertainty
on Networked Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1415--1420},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00184},
doi = {10.1109/ICDM58522.2023.00184},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WenCCS0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WittkoppAK23,
author = {Thorsten Wittkopp and
Alexander Acker and
Odej Kao},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Progressing from Anomaly Detection to Automated Log Labeling and Pioneering
Root Cause Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1231--1239},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00160},
doi = {10.1109/ICDMW60847.2023.00160},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WittkoppAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WozniakK23,
author = {Stanislaw Wozniak and
Jan Kocon},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {From Big to Small Without Losing It All: Text Augmentation with ChatGPT
for Efficient Sentiment Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {799--808},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00108},
doi = {10.1109/ICDMW60847.2023.00108},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WozniakK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuLH23,
author = {Chien{-}Shuo Wu and
Shiou{-}Chi Li and
Jen{-}Wei Huang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Predicting Value-at-Risk with Risk-aware Mutual Attention Mechanism},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {485--489},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00069},
doi = {10.1109/ICDMW60847.2023.00069},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuX023,
author = {Shiqing Wu and
Guandong Xu and
Xianzhi Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{SOAC:} Supervised Off-Policy Actor-Critic for Recommender Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1421--1426},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00185},
doi = {10.1109/ICDM58522.2023.00185},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WuX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuX23,
author = {Fan Wu and
Bowei Xi},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Differentially Private Causal Inference Under Hierarchical Design},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1390--1399},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00177},
doi = {10.1109/ICDMW60847.2023.00177},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuXLLZHZ23,
author = {Peishu Wu and
Haipeng Xu and
Meilin Liu and
Han Li and
Hongfu Zeng and
Huihua Hu and
Nianyin Zeng},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{A3C:} {A} novel attention-based 3D-CNN model for accurately identifying
clinical lung lesions},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {445--450},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00064},
doi = {10.1109/ICDMW60847.2023.00064},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuXLLZHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuXLW23,
author = {Shangwei Wu and
Yingtong Xiong and
Hui Liang and
Chuliang Weng},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Clustering with Entropy-based Recombination for Training GCNs on Large
Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1170--1177},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00153},
doi = {10.1109/ICDMW60847.2023.00153},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WuXLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuXZ23,
author = {Hao Wu and
Yan Xia and
Chengxuan Zhou},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {E-swish Regularized Nonnegative Latent Factorization of Tensors for
Dynamic Network Link Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {440--444},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00063},
doi = {10.1109/ICDMW60847.2023.00063},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiSGY23,
author = {Wenjuan Xi and
Xin Song and
Weili Guo and
Yang Yang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Robust Semi-Supervised Learning for Self-learning Open-World Classes},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {658--667},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00075},
doi = {10.1109/ICDM58522.2023.00075},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiSGY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaT0WWS23,
author = {Haotian Xia and
Rhys Tracy and
Yun Zhao and
Yuqing Wang and
Yuan{-}Fang Wang and
Weining Shen},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Advanced Volleyball Stats for All Levels: Automatic Setting Tactic
Detection and Classification with a Single Camera},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1407--1416},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00179},
doi = {10.1109/ICDMW60847.2023.00179},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaT0WWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaZRGZ23,
author = {Yewei Xia and
Hao Zhang and
Yixin Ren and
Jihong Guan and
Shuigeng Zhou},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Causal Discovery by Continuous Optimization with Conditional Independence
Constraint: Methodology and Performance},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {668--677},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00076},
doi = {10.1109/ICDM58522.2023.00076},
timestamp = {Fri, 10 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XiaZRGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiangZDBD023,
author = {Haolong Xiang and
Xuyun Zhang and
Mark Dras and
Amin Beheshti and
Wanchun Dou and
Xiaolong Xu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {678--687},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00077},
doi = {10.1109/ICDM58522.2023.00077},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XiangZDBD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoSZL23,
author = {Chunjing Xiao and
Yan Shen and
Yuxiang Zhang and
Shijie Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Graph Collaborative Optimization for Sequential Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1427--1432},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00186},
doi = {10.1109/ICDM58522.2023.00186},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoSZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Xing0023,
author = {Shiwang Xing and
Jianwei Niu and
Tao Ren},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {GCFormer: Granger Causality based Attention Mechanism for Multivariate
Time Series Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1433--1438},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00187},
doi = {10.1109/ICDM58522.2023.00187},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Xing0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Xiong0L023,
author = {Zuobin Xiong and
Wei Li and
Yingshu Li and
Zhipeng Cai},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Exact-Fun: An Exact and Efficient Federated Unlearning Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1439--1444},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00188},
doi = {10.1109/ICDM58522.2023.00188},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Xiong0L023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiongZGLLL0X23,
author = {Xiaomin Xiong and
Yuqi Zhang and
Lihua Gu and
Yi Li and
Bo Lin and
Dajiang Lei and
Guoyin Wang and
Bo Xu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Pyramid Feature Iterative Fusion: {A} Cross-Scale Fusion Algorithm
for Enhanced Analysis of H{\&}E Images in HER2-Positive Breast
Cancer},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {311--317},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00045},
doi = {10.1109/ICDMW60847.2023.00045},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiongZGLLL0X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Xu0X023,
author = {Honghui Xu and
Zhipeng Cai and
Zuobin Xiong and
Wei Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Backdoor Attack on 3D Grey Image Segmentation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {708--717},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00080},
doi = {10.1109/ICDM58522.2023.00080},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Xu0X023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuWKNSTTGQHSY23,
author = {Dewen Xu and
Zhihua Wang and
Tsuyoshi Kitajima and
Toru Nakamura and
Hiroko Shimura and
Hiroki Takeuchi and
Yang Tan and
Runze Ge and
Kun Qian and
Bin Hu and
Bj{\"{o}}rn W. Schuller and
Yoshiharu Yamamoto},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An End-to-End Model for Mental Disorders Detection by Spontaneous
Physical Activity Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1306--1312},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00168},
doi = {10.1109/ICDMW60847.2023.00168},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XuWKNSTTGQHSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuWYZYLH23,
author = {Borui Xu and
Zeyi Wen and
Lifeng Yan and
Zhan Zhao and
Zekun Yin and
Weiguo Liu and
Bingsheng He},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Leveraging Data Density and Sparsity for Efficient {SVM} Training
on GPUs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {698--707},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00079},
doi = {10.1109/ICDM58522.2023.00079},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XuWYZYLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuZZY23,
author = {Ke Xu and
Yuanjie Zhu and
Weizhi Zhang and
Philip S. Yu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Graph Neural Ordinary Differential Equations-based method for Collaborative
Filtering},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1445--1450},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00189},
doi = {10.1109/ICDM58522.2023.00189},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XuZZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YamamotoS23,
author = {Akito Yamamoto and
Tetsuo Shibuya},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Joint Permute-and-Flip and Its Enhancement for Large-Scale Genomic
Statistical Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {217--226},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00034},
doi = {10.1109/ICDMW60847.2023.00034},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YamamotoS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YanF0Y023,
author = {Chengshan Yan and
Shanshan Feng and
Jian Cao and
Yan Yao and
Huaxiang Zhang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {User Preference Learning based on Automatic Environment Classification
for General Debiasing in Recommendation Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {165--174},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00028},
doi = {10.1109/ICDMW60847.2023.00028},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YanF0Y023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YanWWHCL23,
author = {Chen Yan and
Luping Wang and
Hongjie Wu and
Fuyuan Hu and
Jing Chen and
Weizhong Lu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Attribute-Based Searchable Encryption Scheme in Smart Healthcare Blockchain},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {698--705},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00096},
doi = {10.1109/ICDMW60847.2023.00096},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YanWWHCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YanY23,
author = {Liping Yan and
Weiren Yu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Non-Negative Matrix Factorization for Link Prediction Preserving Row
and Column Spaces},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1451--1456},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00190},
doi = {10.1109/ICDM58522.2023.00190},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YanY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Yang0G23,
author = {Lina Yang and
Bin Lu and
Xiaoying Gan},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Graph Open-Set Recognition via Entropy Message Passing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1469--1474},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00193},
doi = {10.1109/ICDM58522.2023.00193},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Yang0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Yang0W0023,
author = {Shiyi Yang and
Lina Yao and
Chen Wang and
Xiwei Xu and
Liming Zhu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender
Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1481--1486},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00195},
doi = {10.1109/ICDM58522.2023.00195},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Yang0W0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangCW23,
author = {Linyao Yang and
Hongyang Chen and
Xiao Wang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Aligning Contrastive Clusters for Cross-Network Node Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1157--1161},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00151},
doi = {10.1109/ICDMW60847.2023.00151},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangCZWY23,
author = {Guanhui Yang and
Xiaoting Chen and
Tengsen Zhang and
Shuo Wang and
Yun Yang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {An Impact Study of Concept Drift in Federated Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1457--1462},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00191},
doi = {10.1109/ICDM58522.2023.00191},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangCZWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangL023,
author = {Zhao Yang and
Junhong Lian and
Xiang Ao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Fact-Preserved Personalized News Headline Generation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1493--1498},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00197},
doi = {10.1109/ICDM58522.2023.00197},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangNSYLX23,
author = {Qi Yang and
Xing Nie and
Linsu Shi and
Jiazhong Yu and
Fei Li and
Shiming Xiang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Continual Semantic Segmentation via Scalable Contrastive Clustering
and Background Diversity},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1475--1480},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00194},
doi = {10.1109/ICDM58522.2023.00194},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YangNSYLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangSXWXW23,
author = {Bin Yang and
Tianmu Sha and
Ying Xing and
Ziyang Wang and
Zhipu Xie and
Xin Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {ConvAOA: {A} Convolutional Attention Over Attention Model for Click-Through
Rate Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {718--727},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00081},
doi = {10.1109/ICDM58522.2023.00081},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangSXWXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangWHWCN023,
author = {Liang Yang and
Jiayi Wang and
Dongxiao He and
Chuan Wang and
Xiaochun Cao and
Bingxin Niu and
Zhen Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Graph Reciprocal Neural Networks by Abstracting Node as Attribute},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1463--1468},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00192},
doi = {10.1109/ICDM58522.2023.00192},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YangWHWCN023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangZP23,
author = {Yujia Yang and
Conghui Zheng and
Li Pan},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Homogeneous Entity Context Enhanced Representation Network for Temporal
Knowledge Graph Reasoning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1487--1492},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00196},
doi = {10.1109/ICDM58522.2023.00196},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoFHXQQZ23,
author = {Yan Yao and
Shanshan Feng and
Hanwen Hu and
Shenglin Xu and
Shiyou Qian and
Bin Qu and
Diankun Zhai},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{BWC:} {A} Ballast Water Curve Algorithm for Optimizing Ship Fuel
Consumption},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {175--180},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00029},
doi = {10.1109/ICDMW60847.2023.00029},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YaoFHXQQZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoL23,
author = {Kai{-}Lang Yao and
Wu{-}Jun Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Context Sketching for Memory-efficient Graph Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {738--747},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00083},
doi = {10.1109/ICDM58522.2023.00083},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YaoL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoLW23,
author = {Chengzhi Yao and
Zhi Li and
Junbo Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Spatio-Temporal Hypergraph Neural {ODE} Network for Traffic Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1499--1504},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00198},
doi = {10.1109/ICDM58522.2023.00198},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YaoLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YencakS23,
author = {Gorkem Yencak and
Emre Sefer},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{SGD} with Partial Hessian for Deep Recommendation System Optimization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {181--187},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00030},
doi = {10.1109/ICDMW60847.2023.00030},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YencakS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YinBWF23,
author = {Yu Yin and
Yue Bai and
Yizhou Wang and
Yun Fu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Concentric Ring Loss for Face Forgery Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1505--1510},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00199},
doi = {10.1109/ICDM58522.2023.00199},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YinBWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YingW0SF23,
author = {Wangyang Ying and
Dongjie Wang and
Kunpeng Liu and
Leilei Sun and
Yanjie Fu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Self-optimizing Feature Generation via Categorical Hashing Representation
and Hierarchical Reinforcement Crossing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {748--757},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00084},
doi = {10.1109/ICDM58522.2023.00084},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YingW0SF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YoonM023,
author = {Jungeun Yoon and
Aekyeung Moon and
Seung Woo Son},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Outlier Elimination and Reliability Assessment for Peak and Declining
Time Series Datasets},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {593--600},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00083},
doi = {10.1109/ICDMW60847.2023.00083},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YoonM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuBL023,
author = {Wenxuan Yu and
Chenzhong Bin and
Wenqiang Liu and
Liang Chang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Contrastive Learning-based Multi-behavior Recommendation with Semantic
Knowledge Enhancement},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1511--1516},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00200},
doi = {10.1109/ICDM58522.2023.00200},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuBL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuWLT023,
author = {Ziyue Yu and
Jiayi Wang and
Wuman Luo and
Rita Tse and
Giovanni Pau},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{MPRE:} Multi-perspective Patient Representation Extractor for Disease
Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {758--767},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00085},
doi = {10.1109/ICDM58522.2023.00085},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuWLT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YukiSY23,
author = {Ryo Yuki and
Atsushi Suzuki and
Kenji Yamanishi},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Dimensionality and Curvature Selection of Graph Embedding using Decomposed
Normalized Maximum Likelihood Code-Length},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1517--1522},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00201},
doi = {10.1109/ICDM58522.2023.00201},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YukiSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZengPLLLY023,
author = {Guangjie Zeng and
Hao Peng and
Angsheng Li and
Zhiwei Liu and
Chunyang Liu and
Philip S. Yu and
Lifang He},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization
on Multi-Scale Superpixel Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {768--777},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00086},
doi = {10.1109/ICDM58522.2023.00086},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZengPLLLY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zhang023,
author = {Xiao Zhang and
Xiaolong Xu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{FP-WDDQN:} An improved deep reinforcement learning algorithm for
adaptive traffic signal control},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {44--51},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00015},
doi = {10.1109/ICDMW60847.2023.00015},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Zhang023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zhang0SMZ0Z23,
author = {Yunfei Zhang and
Chuan Qin and
Dazhong Shen and
Haiping Ma and
Le Zhang and
Xingyi Zhang and
Hengshu Zhu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {ReliCD: {A} Reliable Cognitive Diagnosis Framework with Confidence
Awareness},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {858--867},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00095},
doi = {10.1109/ICDM58522.2023.00095},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Zhang0SMZ0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zhang0ZLLC23,
author = {Shuai Zhang and
Chuan Zhou and
Peng Zhang and
Yang Liu and
Zhao Li and
Hongyang Chen},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Multiple Hypothesis Testing for Anomaly Detection in Multi-type Event
Sequences},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {808--817},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00090},
doi = {10.1109/ICDM58522.2023.00090},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Zhang0ZLLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangBY0LCH23,
author = {Yijie Zhang and
Yuanchen Bei and
Shiqi Yang and
Hao Chen and
Zhiqing Li and
Lijia Chen and
Feiran Huang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Alleviating Behavior Data Imbalance for Multi-Behavior Graph Collaborative
Filtering},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {528--532},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00075},
doi = {10.1109/ICDMW60847.2023.00075},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangBY0LCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangCSWW23,
author = {Yan Zhang and
Cheng Chen and
Dian Shen and
Meng Wang and
Beilun Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Take {CARE:} Improving Inherent Robustness of Spiking Neural Networks
with Channel-wise Activation Recalibration Module},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {828--837},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00092},
doi = {10.1109/ICDM58522.2023.00092},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangCSWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangFXLS23,
author = {Fei Zhang and
Ruitao Feng and
Xiaofei Xie and
Xiaohong Li and
Lianshuan Shi},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {SeqAdver: Automatic Payload Construction and Injection in Sequence-based
Android Adversarial Attack},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1342--1351},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00172},
doi = {10.1109/ICDMW60847.2023.00172},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangFXLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangJRWS23,
author = {Hao Zhang and
Malith Jayaweera and
Bin Ren and
Yanzhi Wang and
Sucheta Soundarajan},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Unfairness in Distributed Graph Frameworks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1529--1534},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00203},
doi = {10.1109/ICDM58522.2023.00203},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangJRWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangL0WW23,
author = {Xi Zhang and
Ziyue Liu and
Yihang Cheng and
Xuyan Wang and
Zhe Wang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {The Impact of {AIGC} on Organizational Knowledge Creation : From the
Perspective of Adaptive Structuration Theory},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1469--1476},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00187},
doi = {10.1109/ICDMW60847.2023.00187},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangL0WW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangL23,
author = {Can Zhang and
Minglong Lei},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {A Survey on Spatio-Temporal Graph Neural Networks for Traffic Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1417--1423},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00180},
doi = {10.1109/ICDMW60847.2023.00180},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLK23,
author = {Guanyu Zhang and
Feng Li and
Yanfei Kang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Probabilistic Forecast Reconciliation with Kullback-Leibler Divergence
Regularization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {601--607},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00084},
doi = {10.1109/ICDMW60847.2023.00084},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLZBLZ23,
author = {Xin Zhang and
Yanhua Li and
Ziming Zhang and
Christopher G. Brinton and
Zhenming Liu and
Zhi{-}Li Zhang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Distributional Cloning for Stabilized Imitation Learning via {ADMM}},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {818--827},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00091},
doi = {10.1109/ICDM58522.2023.00091},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLZBLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLZCM23,
author = {Tian Zhang and
Nan Li and
Yuee Zhou and
Wei Cai and
Lianbo Ma},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Information extraction of Chinese medical electronic records via evolutionary
neural architecture search},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {396--405},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00056},
doi = {10.1109/ICDMW60847.2023.00056},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLZCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangQB23,
author = {Yuanyu Zhang and
Cheng Qian and
Wenhang Bao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Bayesian {A/B} Testing with Covariates},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1553--1558},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00207},
doi = {10.1109/ICDM58522.2023.00207},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangQB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangQZSW23,
author = {Zhenyu Zhang and
Wenwen Qu and
Weixi Zhang and
Junlin Shang and
Xiaoling Wang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {A Mixed-State Streaming Edge Partitioning based on Combinatorial Design},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {868--877},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00096},
doi = {10.1109/ICDM58522.2023.00096},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangQZSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangRMMLHL23,
author = {Tianze Zhang and
Haolin Ren and
Qian'Ang Mao and
Cong Ma and
Shuxi Liang and
Daning Hu and
Xiao Fan Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Unlocking Decentralized Lending Protocols: Semantic Unification and
Risk Spillover Assessment},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {691--697},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00095},
doi = {10.1109/ICDMW60847.2023.00095},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangRMMLHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangWL0H23,
author = {Yiyun Zhang and
Zijian Wang and
Yadan Luo and
Xin Yu and
Zi Huang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Learning Efficient Unsupervised Satellite Image-based Building Damage
Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1547--1552},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00206},
doi = {10.1109/ICDM58522.2023.00206},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangWL0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangWY23,
author = {Yufeng Zhang and
Mengxiang Wang and
Jianxing Yu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Answering Subjective Induction Questions on Products by Summarizing
Multi-sources Multi-viewpoints Knowledge},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {848--857},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00094},
doi = {10.1109/ICDM58522.2023.00094},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangWYZHDLD23,
author = {Bingzhe Zhang and
Xinye Wang and
Zhenyang Yu and
Yuanhao Zhang and
Chengxin He and
Song Deng and
Zhaohang Luo and
Lei Duan},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Enhancing GNN-based Fraud Detector via Semantic Extraction and Max-Representation-Margin},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1523--1528},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00202},
doi = {10.1109/ICDM58522.2023.00202},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangWYZHDLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangXGZY23,
author = {Chi Zhang and
Wenkai Xiang and
Xingzhi Guo and
Baojian Zhou and
Deqing Yang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {SubAnom: Efficient Subgraph Anomaly Detection Framework over Dynamic
Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1178--1185},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00154},
doi = {10.1109/ICDMW60847.2023.00154},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangXGZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangY23,
author = {Hongping Zhang and
Ming Yang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Asymmetric Polysemous Reasoning for Image-Text Matching},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1013--1022},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00134},
doi = {10.1109/ICDMW60847.2023.00134},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangYWW23,
author = {Wenqian Zhang and
Zhengyi Yang and
Dong Wen and
Xiaoyang Wang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Efficient Distributed Core Graph Decomposition},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1023--1031},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00135},
doi = {10.1109/ICDMW60847.2023.00135},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangYWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZ00MM23,
author = {Qingjie Zhang and
Maosen Zhang and
Han Qiu and
Tianwei Zhang and
Mounira Msahli and
G{\'{e}}rard Memmi},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{ATTA:} Adversarial Task-transferable Attacks on Autonomous Driving
Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {798--807},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00089},
doi = {10.1109/ICDM58522.2023.00089},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZ00MM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZ0B23,
author = {Yishuo Zhang and
Nayyar Abbas Zaidi and
Gang Li and
Wray L. Buntine},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{MEG:} Masked Ensemble Tabular Data Generator},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {838--847},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00093},
doi = {10.1109/ICDM58522.2023.00093},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZ0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZCSLZ23,
author = {Lei Zhang and
Qisheng Zhang and
Zhiqian Chen and
Yanshen Sun and
Chang{-}Tien Lu and
Liang Zhao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Infinitely Deep Graph Transformation Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {778--787},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00087},
doi = {10.1109/ICDM58522.2023.00087},
timestamp = {Sat, 20 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZCSLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZL23,
author = {Xia Zhang and
Ziye Zhu and
Yun Li},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Enhancing Bug Localization through Bug Report Summarization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1541--1546},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00205},
doi = {10.1109/ICDM58522.2023.00205},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZZ0Q023,
author = {Moyu Zhang and
Xinning Zhu and
Chunhong Zhang and
Feng Pan and
Wenchen Qian and
Hui Zhao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Cognition-Mode Aware Variational Representation Learning Framework
for Knowledge Tracing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {788--797},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00088},
doi = {10.1109/ICDM58522.2023.00088},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZZ0Q023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoBK23,
author = {Xuan Zhao and
Klaus Broelemann and
Gjergji Kasneci},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Counterfactual Explanation for Regression via Disentanglement in Latent
Space},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {976--984},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00130},
doi = {10.1109/ICDMW60847.2023.00130},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhengGZL23,
author = {Zhe Zheng and
Jingjing Gu and
Qiang Zhou and
Xinjiang Lu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Prediction in Long-term Evolution: Exploiting the Interaction Between
Urban Crowd Flow Variation and {POI} Transition Patterns},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1559--1564},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00208},
doi = {10.1109/ICDM58522.2023.00208},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhengGZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhongLL023,
author = {Yurong Zhong and
Weiling Li and
Zhigang Liu and
Xin Luo},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {An Adaptive Alternating-direction-method-based Nonnegative Latent
Factor Model},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {451--455},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00065},
doi = {10.1109/ICDMW60847.2023.00065},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhongLL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouJM0YYX23,
author = {Xinyi Zhou and
Jipeng Jin and
Li Ma and
Xiaofeng Gao and
Jianbo Yang and
Xiongwen Yang and
Lei Xiao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{SCRIPT:} Sequential Cross-Meta-Information Recommendation in Pretrain
and Prompt Paradigm},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {888--897},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00098},
doi = {10.1109/ICDM58522.2023.00098},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouJM0YYX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouZLGWSL23,
author = {Hong Zhou and
Rui Zhang and
Peifeng Lai and
Chaoran Guo and
Yong Wang and
Zhida Sun and
Junjie Li},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{EL-VIT:} Probing Vision Transformer with Interactive Visualization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {118--127},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00023},
doi = {10.1109/ICDMW60847.2023.00023},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouZLGWSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuBDJH023,
author = {Xiaoyu Zhu and
Chenyang Bu and
Bingbing Dong and
Shengwei Ji and
Yi He and
Xindong Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{IKGN:} Intention-aware Knowledge Graph Network for {POI} Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {908--917},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00100},
doi = {10.1109/ICDM58522.2023.00100},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhuBDJH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuHCLL023,
author = {Nengjun Zhu and
Jieyun Huang and
Jian Cao and
Xinjiang Lu and
Hao Liu and
Hui Xiong},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {MtiRec: {A} Medical Test Recommender System based on the Analysis
of Treatment Programs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {898--907},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00099},
doi = {10.1109/ICDM58522.2023.00099},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhuHCLL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuHWY023,
author = {Guanghui Zhu and
Haojun Hou and
Peiliang Wang and
Chunfeng Yuan and
Yihua Huang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{STSD:} Modeling Spatial Temporal Staticity and Dynamicity in Traffic
Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1565--1570},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00209},
doi = {10.1109/ICDM58522.2023.00209},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuHWY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuLVSKTN23,
author = {Lijing Zhu and
Qizhen Lan and
Alvaro Velasquez and
Houbing Song and
Acharya Kamal and
Qing Tian and
Shuteng Niu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{SKGHOI:} Spatial-Semantic Knowledge Graph for Human-Object Interaction
Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1186--1193},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00155},
doi = {10.1109/ICDMW60847.2023.00155},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuLVSKTN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuNYCJL0W23,
author = {Yufei Zhu and
Chaoyue Niu and
Yikai Yan and
Zhijie Cao and
Hao Jiang and
Chengfei Lyu and
Shaojie Tang and
Fan Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Device-Unimodal Cloud-Multimodal Collaboration for Livestreaming Content
Understanding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1571--1576},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00210},
doi = {10.1109/ICDM58522.2023.00210},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuNYCJL0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuYD23,
author = {Zhanwang Zhu and
Yiming Yuan and
Song Deng},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Data Intrusion Tolerance Model based on Game Theory for Energy Internet},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {323--328},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00047},
doi = {10.1109/ICDMW60847.2023.00047},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuYD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuZ23,
author = {Chen Zhu and
Hengshu Zhu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Exploiting Time-Aware Spectral Neural Networks for Employee Turnover
Analysis: An Organizational Change Perspective},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1477--1483},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00188},
doi = {10.1109/ICDMW60847.2023.00188},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhujiW0W23,
author = {Xining Zhuji and
Jiehua Wang and
Weiping Ding and
Weixiang Wu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Blockchain-Based System for Vaccine Traceability},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {706--715},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00097},
doi = {10.1109/ICDMW60847.2023.00097},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhujiW0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZouZYWJ023,
author = {Jiajun Zou and
Yexuan Zhang and
Jinshuai Yang and
Sixing Wu and
Minghu Jiang and
Yongfeng Huang},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Emotion Recognition in Social Network Texts Based on {A} Multilingual
Architecture},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {809--815},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00109},
doi = {10.1109/ICDMW60847.2023.00109},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZouZYWJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2023,
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023},
doi = {10.1109/ICDM58522.2023},
isbn = {979-8-3503-0788-7},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2023w,
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023},
doi = {10.1109/ICDMW60847.2023},
isbn = {979-8-3503-8164-1},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2023w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001LSS22,
author = {Zhao Xu and
Carolin Lawrence and
Ammar Shaker and
Raman Siarheyeu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Uncertainty Propagation in Node Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1275--1280},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00167},
doi = {10.1109/ICDM54844.2022.00167},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0001LSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001T22,
author = {Jan Konecny and
Martin Trnecka},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Boolean Matrix Factorization for Data with Symmetric Variables},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1011--1016},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00123},
doi = {10.1109/ICDM54844.2022.00123},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0001T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001TG22,
author = {Guangyi Zhang and
Nikolaj Tatti and
Aristides Gionis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Coresets remembered and items forgotten: submodular maximization with
deletions},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {676--685},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00078},
doi = {10.1109/ICDM54844.2022.00078},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0001TG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002L22,
author = {Mengyuan Zhang and
Kai Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Rethinking Symmetric Matrix Factorization: {A} More General and Better
Clustering Perspective},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {695--702},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00080},
doi = {10.1109/ICDM54844.2022.00080},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002LZ022,
author = {Yingxue Zhang and
Yanhua Li and
Xun Zhou and
Jun Luo},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Mest-GAN: Cross-City Urban Traffic Estimation with Me ta {S} patial-T
emporal {G} enerative {A} dversarial {N} etworks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {733--742},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00084},
doi = {10.1109/ICDM54844.2022.00084},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002LZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002LZKL22,
author = {Yingxue Zhang and
Yanhua Li and
Xun Zhou and
Xiangnan Kong and
Jun Luo},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {STrans-GAN: Spatially-Transferable Generative Adversarial Networks
for Urban Traffic Estimation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {743--752},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00085},
doi = {10.1109/ICDM54844.2022.00085},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0002LZKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002ST22,
author = {Xikun Zhang and
Dongjin Song and
Dacheng Tao},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Sparsified Subgraph Memory for Continual Graph Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1335--1340},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00177},
doi = {10.1109/ICDM54844.2022.00177},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002ST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0003D0K22,
author = {Yao Su and
Xin Dai and
Lifang He and
Xiangnan Kong},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{ABN:} Anti-Blur Neural Networks for Multi-Stage Deformable Image
Registration},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {468--477},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00057},
doi = {10.1109/ICDM54844.2022.00057},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0003D0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0003ZSE022,
author = {Zhong Chen and
Huixin Zhan and
Victor S. Sheng and
Andrea Edwards and
Kun Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Projection Dual Averaging Based Second-order Online Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {51--60},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00015},
doi = {10.1109/ICDM54844.2022.00015},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0003ZSE022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0003ZXLJ22,
author = {Han Bao and
Xun Zhou and
Yiqun Xie and
Yanhua Li and
Xiaowei Jia},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{STORM-GAN:} Spatio-Temporal Meta-GAN for Cross-City Estimation of
Human Mobility Responses to {COVID-19}},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00010},
doi = {10.1109/ICDM54844.2022.00010},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0003ZXLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0006QBXM022,
author = {Yizhou Wang and
Can Qin and
Yue Bai and
Yi Xu and
Xu Ma and
Yun Fu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Making Reconstruction-based Method Great Again for Video Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1215--1220},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00157},
doi = {10.1109/ICDM54844.2022.00157},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0006QBXM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0007ZSZLHW22,
author = {Zheng Fang and
Ziyun Zhang and
Guojie Song and
Yingxue Zhang and
Dong Li and
Jianye Hao and
Xi Wang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Invariant Factor Graph Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {933--938},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00110},
doi = {10.1109/ICDM54844.2022.00110},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0007ZSZLHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0008XYW22,
author = {Xiao Han and
Depeng Xu and
Shuhan Yuan and
Xintao Wu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Few-shot Anomaly Detection and Classification Through Reinforced Data
Selection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {963--968},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00115},
doi = {10.1109/ICDM54844.2022.00115},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0008XYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0016ZA22,
author = {Yue Zhao and
Sean Zhang and
Leman Akoglu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Toward Unsupervised Outlier Model Selection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {773--782},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00088},
doi = {10.1109/ICDM54844.2022.00088},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0016ZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AbediDCK22,
author = {Ali Abedi and
Faranak Dayyani and
Charlene Chu and
Shehroz S. Khan},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{MAISON} - Multimodal AI-based Sensor platform for Older Individuals},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {238--242},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00040},
doi = {10.1109/ICDMW58026.2022.00040},
timestamp = {Wed, 15 Feb 2023 22:08:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AbediDCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AdriaensG22,
author = {Florian Adriaens and
Aristides Gionis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Diameter Minimization by Shortcutting with Degree Constraints},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {843--848},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00095},
doi = {10.1109/ICDM54844.2022.00095},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/AdriaensG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AgarwalSTN0D22,
author = {Shivam Agarwal and
Ramit Sawhney and
Megh Thakkar and
Preslav Nakov and
Jiawei Han and
Tyler Derr},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{THINK:} Temporal Hypergraph Hyperbolic Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {849--854},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00096},
doi = {10.1109/ICDM54844.2022.00096},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AgarwalSTN0D22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AinXAZ22,
author = {Qurrat Ul Ain and
Bing Xue and
Harith Al{-}Sahaf and
Mengjie Zhang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A Genetic Programming Approach to Automatically Construct Informative
Attributes for Mammographic Density Classification},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {378--387},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00057},
doi = {10.1109/ICDMW58026.2022.00057},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AinXAZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AktasJGA22,
author = {Mehmet Emin Aktas and
Sidra Jawaid and
Ihsan Gokalp and
Esra Akbas},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Influence Maximization on Hypergraphs via Similarity-based Diffusion},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1197--1206},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00158},
doi = {10.1109/ICDMW58026.2022.00158},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AktasJGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AlhusainiLFHC22,
author = {Naji Alhusaini and
Jing Li and
Philippe Fournier{-}Viger and
Ammar Hawbani and
Guilin Chen},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Mining High Utility Itemset with Multiple Minimum Utility Thresholds
Based on Utility Deviation},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {490--496},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00071},
doi = {10.1109/ICDMW58026.2022.00071},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AlhusainiLFHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ArdittiTVLD22,
author = {Laura Arditti and
Martino Trevisan and
Luca Vassio and
Alberto De Lazzari and
Alberto Danese},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {User Value in Modern Payment Platforms: {A} Graph Approach},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {71--78},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00018},
doi = {10.1109/ICDMW58026.2022.00018},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ArdittiTVLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BaderSDBK22,
author = {Jonathan Bader and
Kevin Styp{-}Rekowski and
Leon Doehler and
Soeren Becker and
Odej Kao},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Macaw: The Machine Learning Magnetometer Calibration Workflow},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1095--1101},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00142},
doi = {10.1109/ICDMW58026.2022.00142},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BaderSDBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BaranK22,
author = {Joanna Baran and
Jan Kocon},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Linguistic Knowledge Application to Neuro-Symbolic Transformers in
Sentiment Analysis},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {395--402},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00059},
doi = {10.1109/ICDMW58026.2022.00059},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BaranK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BasiriPK22,
author = {Reza Basiri and
Milos R. Popovic and
Shehroz S. Khan},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Domain-Specific Deep Learning Feature Extractor for Diabetic Foot
Ulcer Detection},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00041},
doi = {10.1109/ICDMW58026.2022.00041},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BasiriPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BateniMV22,
author = {MohammadHossein Bateni and
Morteza Monemizadeh and
Kees Voorintholt},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Efficient Distributed Algorithms for Minimum Spanning Tree in Dense
Graphs},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {777--786},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00106},
doi = {10.1109/ICDMW58026.2022.00106},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BateniMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Bayrak22,
author = {Ahmet Tugrul Bayrak},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {An application of Customer Embedding for Clustering},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00019},
doi = {10.1109/ICDMW58026.2022.00019},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Bayrak22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BehniaEPP22,
author = {Rouzbeh Behnia and
MohammadReza Ebrahimi and
Jason Pacheco and
Balaji Padmanabhan},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {EW-Tune: {A} Framework for Privately Fine-Tuning Large Language Models
with Differential Privacy},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {560--566},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00078},
doi = {10.1109/ICDMW58026.2022.00078},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BehniaEPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BiHL22,
author = {Fanghui Bi and
Tiantian He and
Xin Luo},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Two-Stream Light Graph Convolution Network-based Latent Factor Model
for Accurate Cloud Service QoS Estimation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {855--860},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00097},
doi = {10.1109/ICDM54844.2022.00097},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BiHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BibinbeMMN22,
author = {Anne Marthe Sophie Ngo Bibinbe and
Abdoul Jalil Djiberou Mahamadou and
Michael Franklin Mbouopda and
Engelbert Mephu Nguifo},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {DragStream: An Anomaly And Concept Drift Detector In Univariate Data
Streams},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {842--851},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00113},
doi = {10.1109/ICDMW58026.2022.00113},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BibinbeMMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BielaniewiczKMGKKK22,
author = {Julita Bielaniewicz and
Kamil Kanclerz and
Piotr Milkowski and
Marcin Gruza and
Konrad Karanowski and
Przemyslaw Kazienko and
Jan Kocon},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Deep-SHEEP: Sense of Humor Extraction from Embeddings in the Personalized
Context},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {967--974},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00125},
doi = {10.1109/ICDMW58026.2022.00125},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BielaniewiczKMGKKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BiswasMR22,
author = {Sajib K. Biswas and
Pranab K. Muhuri and
Uttam K. Roy},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{AARS:} {A} novel adaptive archive-based efficient counting method
for machine learning applications},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {618--625},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00085},
doi = {10.1109/ICDMW58026.2022.00085},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BiswasMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BoingKM22,
author = {Benedikt B{\"{o}}ing and
Simon Kl{\"{u}}ttermann and
Emmanuel M{\"{u}}ller},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Post-Robustifying Deep Anomaly Detection Ensembles by Model Selection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {861--866},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00098},
doi = {10.1109/ICDM54844.2022.00098},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BoingKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BraunHMTHHS22,
author = {Tom Braun and
Ben Hurdelhey and
Dominik Meier and
Petr Tsayun and
Christopher Hagedorn and
Johannes Huegle and
Rainer Schlosser},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{GPUCSL:} GPU-Based Library for Causal Structure Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1236--1239},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00159},
doi = {10.1109/ICDMW58026.2022.00159},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BraunHMTHHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BuZYW022,
author = {Chenyang Bu and
Jiawei Zhang and
Xingchen Yu and
Le Wu and
Xindong Wu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Which Companies are Likely to Invest: Knowledge-graph-based Recommendation
for Investment Promotion},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {11--20},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00011},
doi = {10.1109/ICDM54844.2022.00011},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BuZYW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BuzmakovKMN22,
author = {Aleksey Buzmakov and
Sergei O. Kuznetsov and
Tatiana Makhalova and
Amedeo Napoli},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{\unicode{9651}}-Closure Structure for Studying Data Distribution},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {867--872},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00099},
doi = {10.1109/ICDM54844.2022.00099},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BuzmakovKMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaiZZSZS0QL22,
author = {Yuanying Cai and
Chuheng Zhang and
Li Zhao and
Wei Shen and
Xuyun Zhang and
Lei Song and
Jiang Bian and
Tao Qin and
Tieyan Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{TD3} with Reverse {KL} Regularizer for Offline Reinforcement Learning
from Mixed Datasets},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {21--30},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00012},
doi = {10.1109/ICDM54844.2022.00012},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaiZZSZS0QL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CambriaMHL22,
author = {Erik Cambria and
Rui Mao and
Sooji Han and
Qian Liu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Sentic Parser: {A} Graph-Based Approach to Concept Extraction for
Sentiment Analysis},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00060},
doi = {10.1109/ICDMW58026.2022.00060},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/CambriaMHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CasadoP22,
author = {Ioar Casado and
Aritz P{\'{e}}rez},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Dirichlet process mixture models for non-stationary data streams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {873--878},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00100},
doi = {10.1109/ICDM54844.2022.00100},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CasadoP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CasoTV22,
author = {Paola Caso and
Martino Trevisan and
Luca Vassio},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Disentangling the Information Flood on OSNs: Finding Notable Posts
and Topics},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1168--1175},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00152},
doi = {10.1109/ICDMW58026.2022.00152},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CasoTV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CevahirK22,
author = {Ali Cevahir and
Kentaro Kanada},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Multi-purpose Recommender Platform using Perceiver {IO}},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {975--978},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00126},
doi = {10.1109/ICDMW58026.2022.00126},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CevahirK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChawlaMBBKMSP22,
author = {Avi Chawla and
Nidhi Mulay and
Mohsen Bahrami and
Vikas Bishnoi and
Yatin Katyal and
Esteban Moro and
Ankur Saraswat and
Alex Pentland},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Post-pandemic Economic Transformations in the United States of America},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00153},
doi = {10.1109/ICDMW58026.2022.00153},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChawlaMBBKMSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CheZZZLJ0JD22,
author = {Tianshi Che and
Zijie Zhang and
Yang Zhou and
Xin Zhao and
Ji Liu and
Zhe Jiang and
Da Yan and
Ruoming Jin and
Dejing Dou},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Federated Fingerprint Learning with Heterogeneous Architectures},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {31--40},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00013},
doi = {10.1109/ICDM54844.2022.00013},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/CheZZZLJ0JD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Chen0CW22,
author = {Xiaocong Chen and
Lina Yao and
Xiaojun Chang and
Siyu Wang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Empowerment-driven Policy Gradient Learning with Counterfactual Augmentation
in Recommender Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {885--890},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00102},
doi = {10.1109/ICDM54844.2022.00102},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Chen0CW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Chen22,
author = {Xu Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Robust Structure-aware Semi-supervised Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {41--50},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00014},
doi = {10.1109/ICDM54844.2022.00014},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Chen22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenGZLS22,
author = {Yan Chen and
Jingjing Gu and
Fuzhen Zhuang and
Xinjiang Lu and
Ming Sun},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Exploiting Hierarchical Correlations for Cross-City Cross-Mode Traffic
Flow Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {891--896},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00103},
doi = {10.1109/ICDM54844.2022.00103},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenGZLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenNPTZB22,
author = {Tingyang Chen and
Lugang Nie and
Jiwei Pan and
Lai Tu and
Bolong Zheng and
Xiang Bai},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Origin-Destination Traffic Prediction based on Hybrid Spatio-Temporal
Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {879--884},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00101},
doi = {10.1109/ICDM54844.2022.00101},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenNPTZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenWSC22,
author = {Yongyong Chen and
Shuqin Wang and
Jingyong Su and
Junxin Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Correntropy-Induced Tensor Learning for Multi-view Subspace Clustering},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {897--902},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00104},
doi = {10.1109/ICDM54844.2022.00104},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChenWSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenWWZZY022,
author = {Zifan Chen and
Zhe Wu and
Xian Wu and
Li Zhang and
Jie Zhao and
Yangtian Yan and
Yefeng Zheng},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Contractible Regularization for Federated Learning on Non-IID Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {61--70},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00016},
doi = {10.1109/ICDM54844.2022.00016},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChenWWZZY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenYZPYYC22,
author = {Pei Chen and
Wenlin Yao and
Hongming Zhang and
Xiaoman Pan and
Dian Yu and
Dong Yu and
Jianshu Chen},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {ZeroKBC: {A} Comprehensive Benchmark for Zero-Shot Knowledge Base
Completion},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00117},
doi = {10.1109/ICDMW58026.2022.00117},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenYZPYYC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChiaroPIGCP22,
author = {Diletta Chiaro and
Edoardo Prezioso and
Stefano Izzo and
Fabio Giampaolo and
Salvatore Cuomo and
Francesco Piccialli},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Cut the peaches: image segmentation for utility pattern mining in
food processing},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {497--506},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00072},
doi = {10.1109/ICDMW58026.2022.00072},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChiaroPIGCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChoudharyC22,
author = {Anand Choudhary and
Erik Cambria},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Making Sense of Sentiments for Aesthetic Plastic Surgery},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {411--418},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00061},
doi = {10.1109/ICDMW58026.2022.00061},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChoudharyC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChowL22,
author = {Ka Ho Chow and
Ling Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Boosting Object Detection Ensembles with Error Diversity},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {903--908},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00105},
doi = {10.1109/ICDM54844.2022.00105},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChowL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Ciaperoni0G22,
author = {Martino Ciaperoni and
Han Xiao and
Aristides Gionis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Concise and interpretable multi-label rule sets},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {71--80},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00017},
doi = {10.1109/ICDM54844.2022.00017},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Ciaperoni0G22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CongBFGNS22,
author = {Guojing Cong and
Talia Ben{-}Naim and
Victor Fung and
Anshul Gupta and
Rodrigo Neumann and
Mathias Steiner},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Extensive Attention Mechanisms in Graph Neural Networks for Materials
Discovery},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {658--665},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00090},
doi = {10.1109/ICDMW58026.2022.00090},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CongBFGNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CongLY22,
author = {Guojing Cong and
Seung{-}Hwan Lim and
Steven Young},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Augmenting Graph Convolution with Distance Preserving Embedding for
Improved Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {23--30},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00012},
doi = {10.1109/ICDMW58026.2022.00012},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CongLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CuiLYWWM22,
author = {Suhan Cui and
Junyu Luo and
Muchao Ye and
Jiaqi Wang and
Ting Wang and
Fenglong Ma},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims
Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {81--90},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00018},
doi = {10.1109/ICDM54844.2022.00018},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CuiLYWWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Cuzzocrea22,
author = {Alfredo Cuzzocrea},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Scalable Joins over Big Data Streams: Actual and Future Research Trends},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1016--1019},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00132},
doi = {10.1109/ICDMW58026.2022.00132},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Cuzzocrea22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DaiY0C022,
author = {Le Dai and
Yu Yin and
Chuan Qin and
Enhong Chen and
Hui Xiong},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Decomposing Complementary and Substitutable Relations for Intercorporate
Investment Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {909--914},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00106},
doi = {10.1109/ICDM54844.2022.00106},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DaiY0C022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DengR022,
author = {Songgaojun Deng and
Huzefa Rangwala and
Yue Ning},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Causality Enhanced Societal Event Forecasting With Heterogeneous Graph
Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {91--100},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00019},
doi = {10.1109/ICDM54844.2022.00019},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DengR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DereventsovB22,
author = {Anton Dereventsov and
Anton Bibin},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Simulated Contextual Bandits for Personalization Tasks from Recommendation
Datasets},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00127},
doi = {10.1109/ICDMW58026.2022.00127},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DereventsovB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DevagiriBA22,
author = {Vishnu Manasa Devagiri and
Veselka Boeva and
Shahrooz Abghari},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Domain Adaptation Through Cluster Integration and Correlation},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00025},
doi = {10.1109/ICDMW58026.2022.00025},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DevagiriBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DhontTG22,
author = {Michiel Dhont and
Elena Tsiporkova and
Nicol{\'{a}}s Gonz{\'{a}}lez{-}Deleito},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Mining of Spatiotemporal Trajectory Profiles Derived from Mobility
Data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00133},
doi = {10.1109/ICDMW58026.2022.00133},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DhontTG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DingZY22,
author = {Qijie Ding and
Daokun Zhang and
Jie Yin},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {915--920},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00107},
doi = {10.1109/ICDM54844.2022.00107},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DingZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DoddaiahPRH22,
author = {Ramesh Doddaiah and
Prathyush S. Parvatharaju and
Elke A. Rundensteiner and
Thomas Hartvigsen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Class-Specific Explainability for Deep Time Series Classifiers},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {101--110},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00020},
doi = {10.1109/ICDM54844.2022.00020},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DoddaiahPRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DongZL0B022,
author = {Bingbing Dong and
Zan Zhang and
Jiao Li and
Yi Zhu and
Chenyang Bu and
Xindong Wu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Hypernode: Entity Fusion for Data Traceability and Link Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {111--120},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00021},
doi = {10.1109/ICDM54844.2022.00021},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DongZL0B022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuongN22,
author = {Bao Duong and
Thin Nguyen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Conditional Independence Testing via Latent Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {121--130},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00022},
doi = {10.1109/ICDM54844.2022.00022},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuongN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuraniMPB22,
author = {Walid Durani and
Dominik Mautz and
Claudia Plant and
Christian B{\"{o}}hm},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{DBHD:} Density-based clustering for highly varying density},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {921--926},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00108},
doi = {10.1109/ICDM54844.2022.00108},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuraniMPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EbrahimiLCPC22,
author = {MohammadReza Ebrahimi and
Weifeng Li and
Yidong Chai and
Jason Pacheco and
Hsinchun Chen},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {An Adversarial Reinforcement Learning Framework for Robust Machine
Learning-based Malware Detection},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {567--576},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00079},
doi = {10.1109/ICDMW58026.2022.00079},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/EbrahimiLCPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ElourajiniA22,
author = {Fahed Elourajini and
Esma A{\"{\i}}meur},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{AWS-EP:} {A} Multi-Task Prediction Approach for MBTI/Big5 Personality
Tests},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00049},
doi = {10.1109/ICDMW58026.2022.00049},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ElourajiniA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EmmadiSAN22,
author = {Sai Charan Emmadi and
Satya Samudrala and
Parag Agrawal and
Maitreya Natu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Simplifying Process Navigations - Divide and Rule way},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00020},
doi = {10.1109/ICDMW58026.2022.00020},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/EmmadiSAN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FanWYLZ022,
author = {Ziqing Fan and
Yanfeng Wang and
Jiangchao Yao and
Lingjuan Lyu and
Ya Zhang and
Qi Tian},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {FedSkip: Combatting Statistical Heterogeneity with Federated Skip
Aggregation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {131--140},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00023},
doi = {10.1109/ICDM54844.2022.00023},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/FanWYLZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FanZLYL22,
author = {Ming Fan and
Lujun Zhang and
Siyan Liu and
Tiantian Yang and
Dan Lu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Identifying Hydrometeorological Factors Influencing Reservoir Releases
Using Machine Learning Methods},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1102--1110},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00143},
doi = {10.1109/ICDMW58026.2022.00143},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/FanZLYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FangW0L22,
author = {Ruiyi Fang and
Liangjian Wen and
Zhao Kang and
Jianzhuang Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Structure-Preserving Graph Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {927--932},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00109},
doi = {10.1109/ICDM54844.2022.00109},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FangW0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FengC22,
author = {Yuting Feng and
Bogdan Cautis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {IGNiteR: News Recommendation in Microblogging Applications},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {939--944},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00111},
doi = {10.1109/ICDM54844.2022.00111},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FengC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FerrariGM22,
author = {Davide Ferrari and
Veronica Guidetti and
Federica Mandreoli},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Multi-Objective Symbolic Regression for Data-Driven Scoring System
Management},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {945--950},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00112},
doi = {10.1109/ICDM54844.2022.00112},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FerrariGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FingerhutHEJTVT22,
author = {Fabian Fingerhut and
Chaitra Harsha and
Amirmohammad Eghbalian and
Tom Jacobs and
Mahdi Tabassian and
Robbert Verbeke and
Elena Tsiporkova},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Data-Driven Usage Profiling and Anomaly Detection in Support of Sustainable
Machining Processes},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {127--136},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00026},
doi = {10.1109/ICDMW58026.2022.00026},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FingerhutHEJTVT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ForghaniCKH22,
author = {Mohammad Forghani and
Christophe Claramunt and
Farid Karimipour and
Georg Heiler},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{VISUAL} {ANALYTICS} {OF} {MOBILITY} {NETWORK} {CHANGES} {OBSERVED}
{USING} {MOBILE} {PHONE} {DATA} {DURING} {COVID-19} {PANDEMIC}},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1181--1188},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00093},
doi = {10.1109/ICDMW58026.2022.00093},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ForghaniCKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GallegoMejiaBG22,
author = {Joseph Gallego{-}Mejia and
Oscar Bustos{-}Brinez and
Fabio A. Gonz{\'{a}}lez},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {InQMAD: Incremental Quantum Measurement Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {787--796},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00107},
doi = {10.1109/ICDMW58026.2022.00107},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GallegoMejiaBG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoZCWR022,
author = {Xin Gao and
Zhengye Zhu and
Xu Chu and
Yasha Wang and
Wenjie Ruan and
Junfeng Zhao},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Enhancing Robust Text Classification via Category Description},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {151--160},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00025},
doi = {10.1109/ICDM54844.2022.00025},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GaoZCWR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoZHZFY22,
author = {Yangcheng Gao and
Zhao Zhang and
Richang Hong and
Haijun Zhang and
Jicong Fan and
Shuicheng Yan},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Towards Feature Distribution Alignment and Diversity Enhancement for
Data-Free Quantization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {141--150},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00024},
doi = {10.1109/ICDM54844.2022.00024},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GaoZHZFY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GeYSLL22,
author = {Mengmeng Ge and
Xiangzhan Yu and
Vinay Mysore Sachidananda and
Shangqing Liu and
Likun Liu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {ENiD: An Encrypted Web Pages Traffic Identification Based on Web Visiting
Behavior},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {593--601},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00082},
doi = {10.1109/ICDMW58026.2022.00082},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GeYSLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GholamiROYMBDF22,
author = {Shahrzad Gholami and
Caleb Robinson and
Anthony Ortiz and
Siyu Yang and
Jacopo Margutti and
Cameron Birge and
Rahul Dodhia and
Juan Lavista Ferres},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {On the Deployment of Post-Disaster Building Damage Assessment Tools
using Satellite Imagery: {A} Deep Learning Approach},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1029--1036},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00134},
doi = {10.1109/ICDMW58026.2022.00134},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GholamiROYMBDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GhoshLT0J22,
author = {Rahul Ghosh and
Bangyan Li and
Kshitij Tayal and
Vipin Kumar and
Xiaowei Jia},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Meta-Transfer Learning: An application to Streamflow modeling in River-streams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {161--170},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00026},
doi = {10.1109/ICDM54844.2022.00026},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GhoshLT0J22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GilhuberJM022,
author = {Sandra Gilhuber and
Philipp Jahn and
Yunpu Ma and
Thomas Seidl},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{VERIPS:} Verified Pseudo-label Selection for Deep Active Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {951--956},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00113},
doi = {10.1109/ICDM54844.2022.00113},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GilhuberJM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GunturiRBBJAG22,
author = {Venkata M. V. Gunturi and
Rakesh Rajeev and
Vipul Bondre and
Aaditya Barnwal and
Samir Jain and
Ashank Anshuman and
Manish Gupta},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A Case Study on Periodic Spatio- Temporal Hotspot Detection in Azure
Traffic Data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1037--1044},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00135},
doi = {10.1109/ICDMW58026.2022.00135},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GunturiRBBJAG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GursoyK22,
author = {Furkan Gursoy and
Ioannis A. Kakadiaris},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Equal Confusion Fairness: Measuring Group-Based Disparities in Automated
Decision Systems},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {137--146},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00027},
doi = {10.1109/ICDMW58026.2022.00027},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GursoyK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HaiderC022,
author = {Chowdhury Mohammad Rakin Haider and
Chris Clifton and
Yan Zhou},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Unfair {AI:} It Isn't Just Biased Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {957--962},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00114},
doi = {10.1109/ICDM54844.2022.00114},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HaiderC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HanHG22,
author = {Xing Han and
Jing Hu and
Joydeep Ghosh},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Dynamic Combination of Heterogeneous Models for Hierarchical Time
Series},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1207--1216},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00157},
doi = {10.1109/ICDMW58026.2022.00157},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HanHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HanN22,
author = {Xiaoxue Han and
Yue Ning},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Text-enhanced Multi-Granularity Temporal Graph Learning for Event
Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {171--180},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00027},
doi = {10.1109/ICDM54844.2022.00027},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HanN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HathawayH22,
author = {Elizabeth D. Hathaway and
Richard J. Hathaway},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Diagonally Colorized iVAT Images for Labeled Data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {254--263},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00043},
doi = {10.1109/ICDMW58026.2022.00043},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HathawayH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeCXH22,
author = {Qiuting He and
Jinsong Chen and
Hao Xu and
Kun He},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Structural Robust Label Propagation on Homogeneous Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {181--190},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00028},
doi = {10.1109/ICDM54844.2022.00028},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HeCXH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeLY22,
author = {Jiujun He and
Bin Liu and
Xuan Yang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Non-local Patch Mixup for Unsupervised Domain Adaptation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {969--974},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00116},
doi = {10.1109/ICDM54844.2022.00116},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HeLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeM22,
author = {Yufei He and
Yao Ma},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{SGKD:} {A} Scalable and Effective Knowledge Distillation Framework
for Graph Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {666--673},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00091},
doi = {10.1109/ICDMW58026.2022.00091},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HeM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HolodnakBML22,
author = {John T. Holodnak and
Olivia M. Brown and
Jason Matterer and
Andrew Lemke},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Backdoor Poisoning of Encrypted Traffic Classifiers},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {577--585},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00080},
doi = {10.1109/ICDMW58026.2022.00080},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HolodnakBML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HossainAI22,
author = {Tanvir Hossain and
Esra Akbas and
Muhammad Ifte Khairul Islam},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {EnD: Enhanced Dedensification for Graph Compressing and Embedding},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {674--681},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00092},
doi = {10.1109/ICDMW58026.2022.00092},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HossainAI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HouZLW22,
author = {Yupeng Hou and
Wayne Xin Zhao and
Yaliang Li and
Ji{-}Rong Wen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Privacy-Preserved Neural Graph Similarity Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {191--200},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00029},
doi = {10.1109/ICDM54844.2022.00029},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HouZLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HoussouGP22,
author = {Noud{\'{e}}hou{\'{e}}nou Lionel Jaderne Houssou and
Jean{-}Loup Guillaume and
Armelle Prigent},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Edit distance with Quasi Real Penalties: a hybrid distance for network-constrained
trajectories},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1045--1053},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00136},
doi = {10.1109/ICDMW58026.2022.00136},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HoussouGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuELLC22,
author = {James Lee Hu and
Mohammadreza Ebrahimi and
Weifeng Li and
Xin Li and
Hsinchun Chen},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Multi-view Representation Learning from Malware to Defend Against
Adversarial Variants},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00066},
doi = {10.1109/ICDMW58026.2022.00066},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HuELLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangS0FL22,
author = {Han Huang and
Leilei Sun and
Bowen Du and
Yanjie Fu and
Weifeng Lv},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {GraphGDP: Generative Diffusion Processes for Permutation Invariant
Graph Generation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {201--210},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00030},
doi = {10.1109/ICDM54844.2022.00030},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangS0FL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangYZQH22,
author = {Jun Huang and
Yu Yan and
Xiao Zheng and
Xiwen Qu and
Xudong Hong},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Discovering Unknown Labels for Multi-Label Image Classification},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {797--806},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00108},
doi = {10.1109/ICDMW58026.2022.00108},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangYZQH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HussainCSHLSK22,
author = {Hussain Hussain and
Meng Cao and
Sandipan Sikdar and
Denis Helic and
Elisabeth Lex and
Markus Strohmaier and
Roman Kern},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Adversarial Inter-Group Link Injection Degrades the Fairness of Graph
Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {975--980},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00117},
doi = {10.1109/ICDM54844.2022.00117},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HussainCSHLSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JTC22,
author = {Ashok Kumar J and
Tina Esther Trueman and
Erik Cambria},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Stress Identification in Online Social Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {427--434},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00063},
doi = {10.1109/ICDMW58026.2022.00063},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JTC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JaiswalARPW022,
author = {Ajay Jaiswal and
Kumar Ashutosh and
Justin F. Rousseau and
Yifan Peng and
Zhangyang Wang and
Ying Ding},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {RoS-KD: {A} Robust Stochastic Knowledge Distillation Approach for
Noisy Medical Imaging},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {981--986},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00118},
doi = {10.1109/ICDM54844.2022.00118},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JaiswalARPW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JeonK22,
author = {Yeonghwan Jeon and
Junhyung Kim},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Next {POI} Recommender System: Multi-view Representation Learning
for Outstanding Performance in Various Context},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1154--1161},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00150},
doi = {10.1109/ICDMW58026.2022.00150},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JeonK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JeongJSS22,
author = {Seungwoo Jeong and
Wonsik Jung and
Junghyo Sohn and
Heung{-}Il Suk},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Deep Geometrical Learning for Alzheimer's Disease Progression Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {211--220},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00031},
doi = {10.1109/ICDM54844.2022.00031},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JeongJSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Jian0WDI22,
author = {Tong Jian and
Zifeng Wang and
Yanzhi Wang and
Jennifer G. Dy and
Stratis Ioannidis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Pruning Adversarially Robust Neural Networks without Adversarial Examples},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {993--998},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00120},
doi = {10.1109/ICDM54844.2022.00120},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Jian0WDI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiangCA22,
author = {Shuli Jiang and
Robson L. F. Cordeiro and
Leman Akoglu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{D.MCA:} Outlier Detection with Explicit Micro-Cluster Assignments},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {987--992},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00119},
doi = {10.1109/ICDM54844.2022.00119},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiangCA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiangLLWN22,
author = {Lu Jiang and
Yuanhan Li and
Na Luo and
Jianan Wang and
Qiao Ning},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A Multi-Source Information Learning Framework for Airbnb Price Prediction},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00009},
doi = {10.1109/ICDMW58026.2022.00009},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiangLLWN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiangXL22,
author = {Penghao Jiang and
Ke Xin and
Chunxi Li},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Deep Transfer Tensor Factorization for Multi-View Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {459--466},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00067},
doi = {10.1109/ICDMW58026.2022.00067},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiangXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JinJ22,
author = {Yu Jin and
Joseph F. J{\'{a}}J{\'{a}}},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Improving Graph Neural Network with Learnable Permutation Pooling},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {682--689},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00094},
doi = {10.1109/ICDMW58026.2022.00094},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JinJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JoshiYSS22,
author = {Hem Chandra Joshi and
Utkarsh Yadav and
Biplav Srivastava and
Ram Manohar Singh},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Learning About People's Attitude Towards Food Available in India and
Its Implications for Fair AI-based Systems},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {985--992},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00128},
doi = {10.1109/ICDMW58026.2022.00128},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JoshiYSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JuQQLWFZ22,
author = {Wei Ju and
Yifang Qin and
Ziyue Qiao and
Xiao Luo and
Yifan Wang and
Yanjie Fu and
Ming Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Kernel-based Substructure Exploration for Next {POI} Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {221--230},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00032},
doi = {10.1109/ICDM54844.2022.00032},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JuQQLWFZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KaminskyiLM22,
author = {Daniil Kaminskyi and
Bin Li and
Emmanuel M{\"{u}}ller},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Reconstruction-based unsupervised drift detection over multivariate
streaming data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {807--813},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00109},
doi = {10.1109/ICDMW58026.2022.00109},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KaminskyiLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KeZY22,
author = {Guanzhou Ke and
Yongqi Zhu and
Yang Yu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{MORI-RAN:} Multi-view Robust Representation Learning via Hybrid Contrastive
Fusion},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {467--474},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00068},
doi = {10.1109/ICDMW58026.2022.00068},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KeZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KhoufacheDAGL22,
author = {Reda Khoufache and
Mohamed Djallel Dilmi and
Hanene Azzag and
Etienne Gofinnet and
Mustapha Lebbah},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Emerging properties from Bayesian Non-Parametric for multiple clustering:
Application for multi-view image dataset},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {31--38},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00013},
doi = {10.1109/ICDMW58026.2022.00013},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KhoufacheDAGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KijiHSPA22,
author = {Masahiro Kiji and
D. M. Hasibul Hasan and
Alberto M. Segre and
Sriram V. Pemmaraju and
Bijaya Adhikari},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Near-Optimal Spectral Disease Mitigation in Healthcare Facilities},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {999--1004},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00121},
doi = {10.1109/ICDM54844.2022.00121},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KijiHSPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KilleenKY22,
author = {Patrick Killeen and
Iluju Kiringa and
Tet Hin Yeap},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Corn Grain Yield Prediction Using UAV-based High Spatiotemporal Resolution
Multispectral Imagery},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1054--1062},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00137},
doi = {10.1109/ICDMW58026.2022.00137},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KilleenKY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KimCYS22,
author = {Sunwoo Kim and
Minyoung Choe and
Jaemin Yoo and
Kijung Shin},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1005--1010},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00122},
doi = {10.1109/ICDM54844.2022.00122},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KimCYS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KimJ22,
author = {Junhyung Kim and
Yeonghwan Jeon},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Personalized User Recommendation based on Various User Behavior in
Local Domain},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {475--481},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00069},
doi = {10.1109/ICDMW58026.2022.00069},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KimJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KimKYC22,
author = {Minkyung Kim and
Junsik Kim and
Jongmin Yu and
Jun Kyun Choi},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Unsupervised Deep One-Class Classification with Adaptive Threshold
based on Training Dynamics},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {39--46},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00014},
doi = {10.1109/ICDMW58026.2022.00014},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KimKYC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KoLHS22,
author = {Jihoon Ko and
Kyuhan Lee and
Hyunjin Hwang and
Kijung Shin},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station
Data and Radar Data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1063--1070},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00138},
doi = {10.1109/ICDMW58026.2022.00138},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KoLHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KorczynskiK22,
author = {Wojciech Korczynski and
Jan Kocon},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Compression Methods for Transformers in Multidomain Sentiment Analysis},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {419--426},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00062},
doi = {10.1109/ICDMW58026.2022.00062},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KorczynskiK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KosmanOC22,
author = {Eitan Kosman and
Joel Oren and
Dotan Di Castro},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{LSP:} Acceleration of Graph Neural Networks via Locality Sensitive
Pruning of Graphs},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {690--697},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00095},
doi = {10.1109/ICDMW58026.2022.00095},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KosmanOC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KumarMC22,
author = {Kriti Kumar and
Angshul Majumdar and
M. Girish Chandra},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {DeepDive: Deep Latent Factor Model for Enhancing Diversity in Recommender
Systems},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {171--179},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00031},
doi = {10.1109/ICDMW58026.2022.00031},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KumarMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KumarasingheNZGE22,
author = {Udesh Kumarasinghe and
Mohamed Nabeel and
Kasun De Zoysa and
Kasun Gunawardana and
Charitha Elvitigala},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {HeteroGuard: Defending Heterogeneous Graph Neural Networks against
Adversarial Attacks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {698--705},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00096},
doi = {10.1109/ICDMW58026.2022.00096},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KumarasingheNZGE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LafabregueGWF22,
author = {Baptiste Lafabregue and
Pierre Gan{\c{c}}arski and
Jonathan Weber and
Germain Forestier},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Incremental constrained clustering with application to remote sensing
images time series},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {814--823},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00110},
doi = {10.1109/ICDMW58026.2022.00110},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LafabregueGWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LaishramS22,
author = {Ricky Laishram and
Sucheta Soundarajan},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {On Finding and Analyzing the Backbone of the k-Core Structure of a
Graph},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1017--1022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00124},
doi = {10.1109/ICDM54844.2022.00124},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LaishramS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LamichhaneE22,
author = {Prabin B. Lamichhane and
William Eberle},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Self-Organizing Map-Based Graph Clustering and Visualization on Streaming
Graphs},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {706--713},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00097},
doi = {10.1109/ICDMW58026.2022.00097},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LamichhaneE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LanTWT22,
author = {Yuchen Lan and
Tram Truong{-}Huu and
Jiyan Wu and
Sin G. Teo},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Cascaded Multi-Class Network Intrusion Detection With Decision Tree
and Self-attentive Model},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00081},
doi = {10.1109/ICDMW58026.2022.00081},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LanTWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LanfermannSW22,
author = {Felix Lanfermann and
Sebastian Schmitt and
Patricia Wollstadt},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Understanding Concept Identification as Consistent Data Clustering
Across Multiple Feature Spaces},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {180--189},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00032},
doi = {10.1109/ICDMW58026.2022.00032},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LanfermannSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeK22,
author = {Chaekyu Lee and
Jaekwang Kim},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Hybrid Oversampling Technique Based on Star Topology and Rejection
Methodology for Classifying Imbalanced Data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1217--1226},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00033},
doi = {10.1109/ICDMW58026.2022.00033},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeL0K22,
author = {Yeon{-}Chang Lee and
JaeHyun Lee and
Dongwon Lee and
Sang{-}Wook Kim},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{THOR:} Self-Supervised Temporal Knowledge Graph Embedding via Three-Tower
Graph Convolutional Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1035--1040},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00127},
doi = {10.1109/ICDM54844.2022.00127},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LeeL0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeP022,
author = {Seungyeon Lee and
Thai{-}Hoang Pham and
Ping Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{DREAM:} Domain Invariant and Contrastive Representation for Sleep
Dynamics},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1029--1034},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00126},
doi = {10.1109/ICDM54844.2022.00126},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeP022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeePS22,
author = {Geon Lee and
Chanyoung Park and
Kijung Shin},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Set2Box: Similarity Preserving Representation Learning for Sets},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1023--1028},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00125},
doi = {10.1109/ICDM54844.2022.00125},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeePS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LevyPPR22,
author = {Sacha L{\'{e}}vy and
Farimah Poursafaei and
Kellin Pelrine and
Reihaneh Rabbany},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Active Keyword Selection to Track Evolving Topics on Twitter},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {507--516},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00144},
doi = {10.1109/ICDMW58026.2022.00144},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LevyPPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Li022,
author = {Xinshu Li and
Lina Yao},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Contrastive Individual Treatment Effects Estimation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1053--1058},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00130},
doi = {10.1109/ICDM54844.2022.00130},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Li022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiC0W22,
author = {Zhixun Li and
Dingshuo Chen and
Qiang Liu and
Shu Wu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {The Devil is in the Conflict: Disentangled Information Graph Neural
Networks for Fraud Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1059--1064},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00131},
doi = {10.1109/ICDM54844.2022.00131},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiC0W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiJWC22,
author = {Zhiyuan Li and
Xun Jian and
Yue Wang and
Lei Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{CC-GNN:} {A} Community and Contraction-based Graph Neural Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {231--240},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00033},
doi = {10.1109/ICDM54844.2022.00033},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiJWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiW22,
author = {Xiangyu Li and
Hua Wang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {On Mean-Optimal Robust Linear Discriminant Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1047--1052},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00129},
doi = {10.1109/ICDM54844.2022.00129},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiXKFAA022,
author = {Dingwen Li and
Bing Xue and
Christopher Ryan King and
Bradley A. Fritz and
Michael Avidan and
Joanna Abraham and
Chenyang Lu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Self-explaining Hierarchical Model for Intraoperative Time Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1041--1046},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00128},
doi = {10.1109/ICDM54844.2022.00128},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiXKFAA022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZL22,
author = {Yuxuan Li and
Chaoyue Zhao and
Chenang Liu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Solving Non-linear Optimization Problem in Engineering by Model-Informed
Generative Adversarial Network {(MI-GAN)}},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {198--205},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00035},
doi = {10.1109/ICDMW58026.2022.00035},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LilLLM22,
author = {Angela Li and
Jiduan Liu and
Yuyong Li and
Fan Meng},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{FLAG:} Stock Movement Prediction via Fusing Logic and Semantic Graphs
of Financial News},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {190--197},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00034},
doi = {10.1109/ICDMW58026.2022.00034},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LilLLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinLLCYF22,
author = {Fan Lin and
Pengfei Li and
Yuanguo Lin and
Zhennan Chen and
Huanyu You and
Shibo Feng},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Kernel-based Hybrid Interpretable Transformer for High-frequency Stock
Movement Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {241--250},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00034},
doi = {10.1109/ICDM54844.2022.00034},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LinLLCYF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LingCJWZCZ22,
author = {Chen Ling and
Tanmoy Chowdhury and
Junji Jiang and
Junxiang Wang and
Xuchao Zhang and
Haifeng Chen and
Liang Zhao},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {DeepGAR: Deep Graph Learning for Analogical Reasoning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1065--1070},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00132},
doi = {10.1109/ICDM54844.2022.00132},
timestamp = {Sun, 05 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LingCJWZCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuCLLC22,
author = {Zhiding Liu and
Mingyue Cheng and
Zhi Li and
Qi Liu and
Enhong Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {One Person, One Model - Learning Compound Router for Sequential Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {289--298},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00039},
doi = {10.1109/ICDM54844.2022.00039},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuCLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuHLLMC22,
author = {Jiayu Liu and
Zhenya Huang and
Xin Lin and
Qi Liu and
Jianhui Ma and
Enhong Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Cognitive Solver with Autonomously Knowledge Learning for Reasoning
Mathematical Answers},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {269--278},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00037},
doi = {10.1109/ICDM54844.2022.00037},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuHLLMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuL22,
author = {Yue Liu and
Yun Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Robustness May be at Odds with Stability in Adversarial Training based
Feature Selection?},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1071--1076},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00133},
doi = {10.1109/ICDM54844.2022.00133},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuLRW22,
author = {Siyan Liu and
Dan Lu and
Daniel M. Ricciuto and
Anthony P. Walker},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Improving net ecosystem {CO2} flux prediction using memory-based interpretable
machine learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1111--1119},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00145},
doi = {10.1109/ICDMW58026.2022.00145},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuLRW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuMWYXB0PSA22,
author = {Fanzhen Liu and
Xiaoxiao Ma and
Jia Wu and
Jian Yang and
Shan Xue and
Amin Beheshti and
Chuan Zhou and
Hao Peng and
Quan Z. Sheng and
Charu C. Aggarwal},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{DAGAD:} Data Augmentation for Graph Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {259--268},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00036},
doi = {10.1109/ICDM54844.2022.00036},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuMWYXB0PSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuPLZCL22,
author = {Dunqiang Liu and
Shu{-}Juan Peng and
Xin Liu and
Lei Zhu and
Zhen Cui and
Taihao Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Inconsistency Distillation For Consistency: Enhancing Multi-View Clustering
via Mutual Contrastive Teacher-Student Leaning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {251--258},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00035},
doi = {10.1109/ICDM54844.2022.00035},
timestamp = {Sun, 24 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuPLZCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuSV22,
author = {Junfeng Liu and
Christopher T. Symons and
Ranga Raju Vatsavai},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Persona-Based Conversational {AI:} State of the Art and Challenges},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {993--1001},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00129},
doi = {10.1109/ICDMW58026.2022.00129},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuSV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuTUGS22,
author = {Xiaoyuan Liu and
Ilya Tyagin and
Hayato Ushijima{-}Mwesigwa and
Indradeep Ghosh and
Ilya Safro},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Towards Practical Explainability with Cluster Descriptors},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00036},
doi = {10.1109/ICDMW58026.2022.00036},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuTUGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuZX0022,
author = {Kangzheng Liu and
Feng Zhao and
Guandong Xu and
Xianzhi Wang and
Hai Jin},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Temporal Knowledge Graph Reasoning via Time-Distributed Representation
Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {279--288},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00038},
doi = {10.1109/ICDM54844.2022.00038},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuZX0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LowRGWYO22,
author = {Shi Jer Low and
Venugopalan S. G. Raghavan and
Harish Gopalan and
Jian Cheng Wong and
Justin Yeoh and
Chin Chun Ooi},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {FastFlow: {AI} for Fast Urban Wind Velocity Prediction},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {147--154},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00028},
doi = {10.1109/ICDMW58026.2022.00028},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LowRGWYO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuoLL22,
author = {Yingtao Luo and
Zhaocheng Liu and
Qiang Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Deep Stable Representation Learning on Electronic Health Records},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1077--1082},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00134},
doi = {10.1109/ICDM54844.2022.00134},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LuoLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaL22,
author = {Yi{-}Fan Ma and
Ming Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Learning from the Multi-Level Abstraction of the Control Flow Graph
via Alternating Propagation for Bug Localization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {299--308},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00040},
doi = {10.1109/ICDM54844.2022.00040},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MaL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MadjidKGD22,
author = {Nadya Abdel Madjid and
Ola El Khatib and
Shuang Gao and
Djellel Eddine Difallah},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {HyperKGQA: Question Answering over Knowledge Graphs using Hyperbolic
Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {309--318},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00041},
doi = {10.1109/ICDM54844.2022.00041},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MadjidKGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaiPAKNV22,
author = {Son T. Mai and
Ha T. Phi and
Abdullahi Abubakar and
Peter Kilpatrick and
Hung Q. V. Nguyen and
Hans Vandierendonck},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Dengue Fever: From Extreme Climates to Outbreak Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1083--1088},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00135},
doi = {10.1109/ICDM54844.2022.00135},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaiPAKNV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MainsantMGR22,
author = {Marion Mainsant and
Martial Mermillod and
Christelle Godin and
Marina Reyboz},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A study of the Dream Net model robustness across continual learning
scenarios},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {824--833},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00111},
doi = {10.1109/ICDMW58026.2022.00111},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MainsantMGR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MalekiPD22,
author = {Negar Maleki and
Balaji Padmanabhan and
Kaushik Dutta},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Representing Social Networks as Dynamic Heterogeneous Graphs},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00098},
doi = {10.1109/ICDMW58026.2022.00098},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MalekiPD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MalottLW22,
author = {Nicholas O. Malott and
Robert R. Lewis and
Philip A. Wilsey},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Homology-Separating Triangulated Euler Characteristic Curve},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1089--1094},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00136},
doi = {10.1109/ICDM54844.2022.00136},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MalottLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ManapragadaSW22,
author = {Chaitanya Manapragada and
Mahsa Salehi and
Geoffrey I. Webb},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Extremely Fast Hoeffding Adaptive Tree},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {319--328},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00042},
doi = {10.1109/ICDM54844.2022.00042},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ManapragadaSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Mao022,
author = {Chengsheng Mao and
Yuan Luo},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Improving Graph Representation Learning with Distribution Preserving},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1095--1100},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00137},
doi = {10.1109/ICDM54844.2022.00137},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Mao022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaoSZ22,
author = {Yuzhen Mao and
Jianhui Sun and
Dawei Zhou},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Augmenting Knowledge Transfer across Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1101--1106},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00138},
doi = {10.1109/ICDM54844.2022.00138},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MaoSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaoWYDPWLW22,
author = {Qianren Mao and
Yiming Wang and
Chenghong Yang and
Linfeng Du and
Hao Peng and
Jia Wu and
Jianxin Li and
Zheng Wang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {HiGIL: Hierarchical Graph Inference Learning for Fact Checking},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {329--337},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00043},
doi = {10.1109/ICDM54844.2022.00043},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaoWYDPWLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MasrourSTE22,
author = {Farzan Masrour and
Francisco Santos and
Pang{-}Ning Tan and
Abdol{-}Hossein Esfahanian},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Fairness-Aware Graph Sampling for Network Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1107--1112},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00139},
doi = {10.1109/ICDM54844.2022.00139},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MasrourSTE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MavroudeasMSB22,
author = {Georgios Mavroudeas and
Malik Magdon{-}Ismail and
Xiao Shou and
Kristin P. Bennett},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden
Markov Models: Case Studies in Epileptic Seizure and Complex Care
Management},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {316--323},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00050},
doi = {10.1109/ICDMW58026.2022.00050},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MavroudeasMSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MelgarGarciaGRT22,
author = {Laura Melgar{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Cristina Rubio{-}Escudero and
Alicia Troncoso},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Nearest neighbors with incremental learning for real-time forecasting
of electricity demand},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00112},
doi = {10.1109/ICDMW58026.2022.00112},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MelgarGarciaGRT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MercerK22,
author = {Ryan Mercer and
Eamonn J. Keogh},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Matrix Profile {XXV:} Introducing Novelets: {A} Primitive that Allows
Online Detection of Emerging Behaviors in Time Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {338--347},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00044},
doi = {10.1109/ICDM54844.2022.00044},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MercerK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MihovC0K0L22,
author = {Ivan Mihov and
Haiquan Chen and
Xiao Qin and
Wei{-}Shinn Ku and
Da Yan and
Yuhong Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {MentalNet: Heterogeneous Graph Representation for Early Depression
Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1113--1118},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00140},
doi = {10.1109/ICDM54844.2022.00140},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MihovC0K0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MiklautzTWPDBP22,
author = {Lukas Miklautz and
Martin Teuffenbach and
Pascal Weber and
Rona Perjuci and
Walid Durani and
Christian B{\"{o}}hm and
Claudia Plant},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Deep Clustering With Consensus Representations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1119--1124},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00141},
doi = {10.1109/ICDM54844.2022.00141},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MiklautzTWPDBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MingZF0ML022,
author = {Jingci Ming and
Le Zhang and
Wei Fan and
Weijia Zhang and
Yu Mei and
Weicen Ling and
Hui Xiong},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level
Traffic Flow Imputation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {348--357},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00045},
doi = {10.1109/ICDM54844.2022.00045},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MingZF0ML022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MitraVSG0R22,
author = {Anasua Mitra and
Priyesh Vijayan and
Sanasam Ranbir Singh and
Diganta Goswami and
Srinivasan Parthasarathy and
Balaraman Ravindran},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Revisiting Link Prediction on Heterogeneous Graphs with a Multi-view
Perspective},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {358--367},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00046},
doi = {10.1109/ICDM54844.2022.00046},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MitraVSG0R22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Mo022,
author = {Yuji Mo and
Stephen D. Scott},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Bayesian Deep Structured Semantic Model for Sub-Linear-Time Information
Retrieval},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1125--1130},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00142},
doi = {10.1109/ICDM54844.2022.00142},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Mo022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MolloyBDCWL22,
author = {Christopher Molloy and
Jeremy Banks and
Steven H. H. Ding and
Philippe Charland and
Andrew Walenstein and
Litao Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Adversarial Variational Modality Reconstruction and Regularization
for Zero-Day Malware Variants Similarity Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1131--1136},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00143},
doi = {10.1109/ICDM54844.2022.00143},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MolloyBDCWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Moraffah022,
author = {Raha Moraffah and
Huan Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Query-Efficient Target-Agnostic Black-Box Attack},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {368--377},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00047},
doi = {10.1109/ICDM54844.2022.00047},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Moraffah022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MuHLL22,
author = {Caihong Mu and
Heyuan Huang and
Yi Liu and
Jiashen Luo},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Graph Convolutional Neural Network based on the Combination of Multiple
Heterogeneous Graphs},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {724--731},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00099},
doi = {10.1109/ICDMW58026.2022.00099},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MuHLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NeloyT22,
author = {Asif Ahmed Neloy and
Maxime Turgeon},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Feature Extraction and Prediction of Combined Text and Survey Data
using Two-Staged Modeling},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {435--442},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00064},
doi = {10.1109/ICDMW58026.2022.00064},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/NeloyT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NewenM22,
author = {Carina Newen and
Emmanuel M{\"{u}}ller},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Unsupervised DeepView: Global Uncertainty Visualization for High Dimensional
Data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00086},
doi = {10.1109/ICDMW58026.2022.00086},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NewenM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NofongOAKBW22,
author = {Vincent Mwintieru Nofong and
Priscilla Owiredu Okai and
Hamidu Abdel{-}Fatao and
Selasi Kwashie and
Michael Bewong and
John Wondoh},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Towards Efficient Discovery of Target High Utility Itemsets},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {517--526},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00073},
doi = {10.1109/ICDMW58026.2022.00073},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/NofongOAKBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OettershagenM22,
author = {Lutz Oettershagen and
Petra Mutzel},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {TGLib: An Open-Source Library for Temporal Graph Analysis},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1240--1245},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00160},
doi = {10.1109/ICDMW58026.2022.00160},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/OettershagenM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OkuraM22,
author = {Seiji Okura and
Takao Mohri},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Empirical analysis of fairness-aware data segmentation},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {155--162},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00029},
doi = {10.1109/ICDMW58026.2022.00029},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OkuraM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ParkKOLK22,
author = {Young{-}Jin Park and
Donghyun Kim and
Fr{\'{e}}d{\'{e}}ric Odermatt and
Juho Lee and
Kyung{-}Min Kim},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Large-Scale Ensemble Learning Framework for Demand Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {378--387},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00048},
doi = {10.1109/ICDM54844.2022.00048},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ParkKOLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ParkKSY022,
author = {Dongmin Park and
Junhyeok Kang and
Hwanjun Song and
Susik Yoon and
Jae{-}Gil Lee},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Multi-view POI-level Cellular Trajectory Reconstruction for Digital
Contact Tracing of Infectious Diseases},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1137--1142},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00144},
doi = {10.1109/ICDM54844.2022.00144},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ParkKSY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PasaNES22,
author = {Luca Pasa and
Nicol{\`{o}} Navarin and
Wolfgang Erb and
Alessandro Sperduti},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Backpropagation-free Graph Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {388--397},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00049},
doi = {10.1109/ICDM54844.2022.00049},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PasaNES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PeiLQ022,
author = {Xiaohuan Pei and
Daochang Liu and
Luo Qian and
Chang Xu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Contrastive Code-Comment Pre-training},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {398--407},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00050},
doi = {10.1109/ICDM54844.2022.00050},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PeiLQ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PeiYHX22,
author = {Xiaohuan Pei and
Shuo Yang and
Jiajun Huang and
Chang Xu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Self-Attention Gated Cognitive Diagnosis For Faster Adaptive Educational
Assessments},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {408--417},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00051},
doi = {10.1109/ICDM54844.2022.00051},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PeiYHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengXSL22,
author = {Ciyuan Peng and
Feng Xia and
Vidya Saikrishna and
Huan Liu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Physics-Informed Graph Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {732--739},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00100},
doi = {10.1109/ICDMW58026.2022.00100},
timestamp = {Sun, 05 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PengXSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PicadoFSA22,
author = {Andr{\'{e}} Picado and
Anna Carolina Finamore and
Ana Moura Santos and
Cl{\'{a}}udia Antunes},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Students Temporal Profiling and e-Learning Resources Recommendation
Based on NLP's Terms Extraction},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {264--273},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00044},
doi = {10.1109/ICDMW58026.2022.00044},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PicadoFSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PiccialliGCGCPIC22,
author = {Francesco Piccialli and
Fabio Giampaolo and
Vincenzo Schiano Di Cola and
Federico Gatta and
Diletta Chiaro and
Edoardo Prezioso and
Stefano Izzo and
Salvatore Cuomo},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A machine learning-based approach for mercury detection in marine
waters},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00074},
doi = {10.1109/ICDMW58026.2022.00074},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PiccialliGCGCPIC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Poux-MedardVL22,
author = {Ga{\"{e}}l Poux{-}M{\'{e}}dard and
Julien Velcin and
Sabine Loudcher},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Serialized Interacting Mixed Membership Stochastic Block Model},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1143--1148},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00145},
doi = {10.1109/ICDM54844.2022.00145},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Poux-MedardVL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PraharajM22,
author = {Karan Praharaj and
Irina Matveeva},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {On Robust Incremental Learning over Many Multilingual Steps},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {852--859},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00114},
doi = {10.1109/ICDMW58026.2022.00114},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PraharajM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PretiMR22,
author = {Giulia Preti and
Gianmarco De Francisci Morales and
Matteo Riondato},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Alice and the Caterpillar: {A} More Descriptive Null Model for Assessing
Data Mining Results},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {418--427},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00052},
doi = {10.1109/ICDM54844.2022.00052},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PretiMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ProvodinGPK22,
author = {Danil Provodin and
Pratik Gajane and
Mykola Pechenizkiy and
Maurits Kaptein},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {The Impact of Batch Learning in Stochastic Linear Bandits},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1149--1154},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00146},
doi = {10.1109/ICDM54844.2022.00146},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ProvodinGPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PuruckerSLB22,
author = {Lennart Purucker and
Felix I. Stamm and
Florian Lemmerich and
Joeran Beel},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Estimating the Pruned Search Space Size of Subgroup Discovery},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1155--1160},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00147},
doi = {10.1109/ICDM54844.2022.00147},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PuruckerSLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QiLCG22,
author = {Yanlin Qi and
Fuyin Lai and
Guoting Chen and
Wensheng Gan},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Mining Valuable Fuzzy Patterns via the {RFM} Model},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {537--546},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00075},
doi = {10.1109/ICDMW58026.2022.00075},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QiLCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QiuHY22,
author = {Ruihong Qiu and
Zi Huang and
Hongzhi Yin},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Beyond Double Ascent via Recurrent Neural Tangent Kernel in Sequential
Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {428--437},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00053},
doi = {10.1109/ICDM54844.2022.00053},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QiuHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RamkissoonRG22,
author = {Amit Neil Ramkissoon and
Vijayanandh Rajamanickam and
Wayne Goodridge},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Scene and Texture Based Feature Set for DeepFake Video Detection},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {90--97},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00021},
doi = {10.1109/ICDMW58026.2022.00021},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RamkissoonRG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RamrakhiyaniPJKP22,
author = {Nitin Ramrakhiyani and
Sangameshwar Patil and
Manideep Jella and
Alok Kumar and
Girish K. Palshikar},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Extracting Entities and Events from Cyber-Physical Security Incident
Reports},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {602--609},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00083},
doi = {10.1109/ICDMW58026.2022.00083},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RamrakhiyaniPJKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RasouliYJ22,
author = {Peyman Rasouli and
Ingrid Chieh Yu and
Ernesto Jim{\'{e}}nez{-}Ruiz},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Interpreting Categorical Data Classifiers using Explanation-based
Locality},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {163--170},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00030},
doi = {10.1109/ICDMW58026.2022.00030},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RasouliYJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RathinavelMOR22,
author = {Gopikrishna Rathinavel and
Nikhil Muralidhar and
Timothy J. O'Shea and
Naren Ramakrishnan},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Detecting Irregular Network Activity with Adversarial Learning and
Expert Feedback},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1161--1166},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00148},
doi = {10.1109/ICDM54844.2022.00148},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RathinavelMOR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RaziperchikolaeiC22,
author = {Ramin Raziperchikolaei and
Young{-}joo Chung},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A Recommendation System Framework to Generalize AutoRec and Neural
Collaborative Filtering},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1162--1167},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00151},
doi = {10.1109/ICDMW58026.2022.00151},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RaziperchikolaeiC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RenLL22,
author = {Shaogang Ren and
Dingcheng Li and
Ping Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Causal Effect Prediction with Flow-based Inference},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1167--1172},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00149},
doi = {10.1109/ICDM54844.2022.00149},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/RenLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RenW0GLF22,
author = {Weijieying Ren and
Lei Wang and
Kunpeng Liu and
Ruocheng Guo and
Ee{-}Peng Lim and
Yanjie Fu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Mitigating Popularity Bias in Recommendation with Unbalanced Interactions:
{A} Gradient Perspective},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {438--447},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00054},
doi = {10.1109/ICDM54844.2022.00054},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/RenW0GLF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RezaeiDRB22,
author = {Mina Rezaei and
Emilio Dorigatti and
David R{\"{u}}gamer and
Bernd Bischl},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Joint Debiased Representation Learning and Imbalanced Data Clustering},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {55--62},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00016},
doi = {10.1109/ICDMW58026.2022.00016},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RezaeiDRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RochacZDXT22,
author = {Juan F. Ramirez Rochac and
Nian Zhang and
Tolessa Deksissa and
Jiajun Xu and
Lara A. Thompson},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A Hybrid ConvLSTM Deep Neural Network for Noise Reduction and Data
Augmentation for Prediction of Non-linear Dynamics of Streamflow},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1120--1127},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00146},
doi = {10.1109/ICDMW58026.2022.00146},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RochacZDXT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RothL22,
author = {Andreas Roth and
Thomas Liebig},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Forecasting Unobserved Node States with spatio-temporal Graph Neural
Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {740--747},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00101},
doi = {10.1109/ICDMW58026.2022.00101},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RothL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SachdevaLDSZ22,
author = {Agrim Sachdeva and
Ben Lazarine and
Ruchik Dama and
Sagar Samtani and
Hongyi Zhu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Identifying Patterns of Vulnerability Incidence in Foundational Machine
Learning Repositories on GitHub: An Unsupervised Graph Embedding Approach},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00084},
doi = {10.1109/ICDMW58026.2022.00084},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SachdevaLDSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SachwehBL22,
author = {Timon Sachweh and
Daniel Boiar and
Thomas Liebig},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Distributed LSTM-Learning from Differentially Private Label Proportions},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1071--1078},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00139},
doi = {10.1109/ICDMW58026.2022.00139},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SachwehBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Sami0JKCHH022,
author = {Mirza Tanzim Sami and
Da Yan and
Bhadhan Roy Joy and
Jalal Khalil and
Ricardo Cevallos and
Md. Emon Hossain and
Kejin Hu and
Yang Zhou},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Center-Based iPSC Colony Counting with Multi-Task Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1173--1178},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00150},
doi = {10.1109/ICDM54844.2022.00150},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Sami0JKCHH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SankarLH22,
author = {Sabrina Sankar and
Marvin Lewis and
Patrick Hosein},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Above Ground Biomass Estimation of a Cocoa Plantation using Machine
Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00147},
doi = {10.1109/ICDMW58026.2022.00147},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SankarLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SaqaabiACS22,
author = {Arwa Al Saqaabi and
Eleni C. Akrida and
Alexandra I. Cristea and
Craig D. Stewart},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A Paraphrase Identification Approach in Paragraph Length Texts},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {358--367},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00055},
doi = {10.1109/ICDMW58026.2022.00055},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SaqaabiACS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SasakiM22,
author = {Toru Sasaki and
Tomonari Masada},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Sentence-BERT Distinguishes Good and Bad Essays in Cross-prompt Automated
Essay Scoring},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {274--281},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00045},
doi = {10.1109/ICDMW58026.2022.00045},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SasakiM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SeifallahiGG22,
author = {Mahmoud Seifallahi and
James E. Galvin and
Behnaz Ghoraani},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Detection of Mild Cognitive Impairment from Quantitative Analysis
of Timed Up and Go {(TUG)}},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {248--253},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00042},
doi = {10.1109/ICDMW58026.2022.00042},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SeifallahiGG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahcheraghiMRD22,
author = {Maryam Shahcheraghi and
Ryan Mercer and
Jo{\~{a}}o Manuel De Almeida Rodrigues and
Audrey Der and
Hugo Filipe Silveira Gamboa and
Zachary Zimmerman and
Eamonn J. Keogh},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Matrix Profile {XXVI:} Mplots: Scaling Time Series Similarity Matrices
to Massive Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1179--1184},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00151},
doi = {10.1109/ICDM54844.2022.00151},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahcheraghiMRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SharmaKGH22,
author = {Bharat Sharma and
Jitendra Kumar and
Auroop R. Ganguly and
Forrest M. Hoffman},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Using Image Processing Techniques to Identify and Quantify Spatiotemporal
Carbon Cycle Extremes},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1136--1143},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00148},
doi = {10.1109/ICDMW58026.2022.00148},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SharmaKGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShawiS22,
author = {Radwa El Shawi and
Sherif Sakr},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {cSmartML-Glassbox: Increasing Transparency and Controllability in
Automated Clustering},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {47--54},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00015},
doi = {10.1109/ICDMW58026.2022.00015},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShawiS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShawiS22a,
author = {Radwa El Shawi and
Sherif Sakr},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {TPE-AutoClust: {A} Tree-based Pipline Ensemble Framework for Automated
Clustering},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1144--1153},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00149},
doi = {10.1109/ICDMW58026.2022.00149},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShawiS22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShenWXGX22,
author = {Xuli Shen and
Xiaomei Wang and
Qing Xu and
Weifeng Ge and
Xiangyang Xue},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Towards Scalable and Fast Distributionally Robust Optimization for
Data-Driven Deep Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {448--457},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00055},
doi = {10.1109/ICDM54844.2022.00055},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ShenWXGX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShiDYL022,
author = {Pengxiang Shi and
Xuan Dang and
Wenwen Ye and
Zhipeng Li and
Zheng Qin},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{MRM2:} Multi-Relationship Modeling Module for Multivariate Time Series
Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1185--1190},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00152},
doi = {10.1109/ICDM54844.2022.00152},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShiDYL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShiLL22,
author = {Zhangyue Shi and
Yuxuan Li and
Chenang Liu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Knowledge Distillation-enabled Multi-stage Incremental Learning for
Online Process Monitoring in Advanced Manufacturing},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {860--867},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00154},
doi = {10.1109/ICDMW58026.2022.00154},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShiLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShumkovskiiKSC22,
author = {Pavel Shumkovskii and
Anton Kovantsev and
Elizaveta Stavinova and
Petr Chunaev},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {MetaSieve: Performance vs. Complexity Sieve for Time Series Forecasting},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00037},
doi = {10.1109/ICDMW58026.2022.00037},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShumkovskiiKSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShuqairJG22,
author = {Mustafa Shuqair and
Joohi Jimenez{-}Shahed and
Behnaz Ghoraani},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Incremental Learning in Time-series Data using Reinforcement Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {868--875},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00115},
doi = {10.1109/ICDMW58026.2022.00115},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShuqairJG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SinghW22,
author = {Rohit P. Singh and
Philip A. Wilsey},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Polytopal Complex Construction and Use in Persistent Homology},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {634--641},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00087},
doi = {10.1109/ICDMW58026.2022.00087},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SinghW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SinglaSCS22,
author = {Yaman Kumar Singla and
Jui Shah and
Changyou Chen and
Rajiv Ratn Shah},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {What Do Audio Transformers Hear? Probing Their Representations For
Language Delivery {\&} Structure},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {910--925},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00120},
doi = {10.1109/ICDMW58026.2022.00120},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SinglaSCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Song0ZGT22,
author = {Fengyi Song and
Bo Chen and
Xiangyu Zhao and
Huifeng Guo and
Ruiming Tang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {AutoAssign: Automatic Shared Embedding Assignment in Streaming Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {458--467},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00056},
doi = {10.1109/ICDM54844.2022.00056},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Song0ZGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SongBKLZZ22,
author = {Li Song and
Kainan Bao and
Songyu Ke and
Chunyang Li and
Junbo Zhang and
Yu Zheng},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic
Forecasting},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00140},
doi = {10.1109/ICDMW58026.2022.00140},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SongBKLZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SrivastavaKPVSB22,
author = {Biplav Srivastava and
Tarmo Koppel and
Sai Teja Paladi and
Siva Likitha Valluru and
Rohit Sharma and
Owen Bond},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{ULTRA:} {A} Data-driven Approach for Recommending Team Formation
in Response to Proposal Calls},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1002--1009},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00130},
doi = {10.1109/ICDMW58026.2022.00130},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SrivastavaKPVSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/StarnesDBP22,
author = {Andrew Starnes and
Anton Dereventsov and
E. Susanne Blazek and
Folasade Phillips},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Modeling Non-deterministic Human Behaviors in Discrete Food Choices},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1010--1015},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00131},
doi = {10.1109/ICDMW58026.2022.00131},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/StarnesDBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/StraussBHS22,
author = {Niklas Strau{\ss} and
Max Berrendorf and
Tom Haider and
Matthias Schubert},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A Comparison of Ambulance Redeployment Systems on Real-World Data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00010},
doi = {10.1109/ICDMW58026.2022.00010},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/StraussBHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunYPLNX22,
author = {Ke Sun and
Shuo Yu and
Ciyuan Peng and
Xiang Li and
Mehdi Naseriparsa and
Feng Xia},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Abnormal Entity-Aware Knowledge Graph Completion},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {891--900},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00118},
doi = {10.1109/ICDMW58026.2022.00118},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunYPLNX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunZYYD22,
author = {Yifan Sun and
Yunfeng Zhao and
Guoxian Yu and
Zhongmin Yan and
Carlotta Domeniconi},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Few-shot Partial Multi-label Learning with Data Augmentation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {478--487},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00058},
doi = {10.1109/ICDM54844.2022.00058},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunZYYD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunZZY22,
author = {Jiaqi Sun and
Lin Zhang and
Shenglin Zhao and
Yujiu Yang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Improving Your Graph Neural Networks: {A} High-Frequency Booster},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {748--756},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00102},
doi = {10.1109/ICDMW58026.2022.00102},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunZZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SyuW22,
author = {Yang Syu and
Chien{-}Min Wang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Using Genetic Programming to Identify Probability Distribution behind
Data: {A} Preliminary Trial},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {368--377},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00056},
doi = {10.1109/ICDMW58026.2022.00056},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SyuW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SzolomickaK22,
author = {Joanna Szolomicka and
Jan Kocon},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {MultiAspectEmo: Multilingual and Language-Agnostic Aspect-Based Sentiment
Analysis},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {443--450},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00065},
doi = {10.1109/ICDMW58026.2022.00065},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/SzolomickaK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TianJZ22,
author = {Hao Tian and
Shengmin Jin and
Reza Zafarani},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Exploiting Cross-Order Patterns and Link Prediction in Higher-Order
Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00156},
doi = {10.1109/ICDMW58026.2022.00156},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TianJZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TorresSSVMVMJ22,
author = {Jos{\'{e}} Alberto Sousa Torres and
Paulo Henrique dos Santos and
Daniel Alves da Silva and
Carlos Eduardo Lacerda Veiga and
M{\'{a}}rcio Bastos Medeiros and
Guilherme Fay Verqara and
F{\'{a}}bio L{\'{u}}cio Lopes de Mendon{\c{c}}a and
Rafael Tim{\'{o}}teo de Sousa J{\'{u}}nior},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Using spatial data and cluster analysis to automatically detect non-trivial
relationships between environmental transgressors},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {98--104},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00022},
doi = {10.1109/ICDMW58026.2022.00022},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TorresSSVMVMJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/UedaIY22,
author = {Kohei Ueda and
Yuichi Ike and
Kenji Yamanishi},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Change Detection with Probabilistic Models on Persistence Diagrams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1191--1196},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00153},
doi = {10.1109/ICDM54844.2022.00153},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/UedaIY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VerqaraSVMVPSJ22,
author = {Rodrigo Fay Verqara and
Paulo Henrique dos Santos and
Guilherme Fay Verqara and
F{\'{a}}bio L{\'{u}}cio Lopes de Mendon{\c{c}}a and
Carlos Eduardo Lacerda Veiga and
Bruno Justino Garcia Praciano and
Daniel Alves da Silva and
Rafael Tim{\'{o}}teo de Sousa J{\'{u}}nior},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A study of automatic speech recognition in Portuguese by the Brazilian
General Attorney of the Union},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {226--231},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00038},
doi = {10.1109/ICDMW58026.2022.00038},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VerqaraSVMVPSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VillanuevaMirandaHA22,
author = {Ismael Villanueva{-}Miranda and
Mahmud Shahriar Hossain and
Monika Akbar},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Human Mobility Driven Modeling of an Infectious Disease},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1189--1196},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00155},
doi = {10.1109/ICDMW58026.2022.00155},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VillanuevaMirandaHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VuNT22,
author = {Minh N. Vu and
Truc D. T. Nguyen and
My T. Thai},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {NeuCEPT: Learn Neural Networks' Mechanism via Critical Neurons with
Precision Guarantee},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {488--497},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00059},
doi = {10.1109/ICDM54844.2022.00059},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VuNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VuilleminB22,
author = {Benoit Vuillemin and
Fr{\'{e}}d{\'{e}}ric Bertrand},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Identify malfunctions and their possible causes using rules, application
to process mining},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {105--112},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00023},
doi = {10.1109/ICDMW58026.2022.00023},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VuilleminB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0PL022,
author = {Binghui Wang and
Ang Li and
Meng Pang and
Hai Li and
Yiran Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {GraphFL: {A} Federated Learning Framework for Semi-Supervised Node
Classification on Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {498--507},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00060},
doi = {10.1109/ICDM54844.2022.00060},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wang0PL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangCLYNTCZ22,
author = {Tianchun Wang and
Wei Cheng and
Dongsheng Luo and
Wenchao Yu and
Jingchao Ni and
Liang Tong and
Haifeng Chen and
Xiang Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Personalized Federated Learning via Heterogeneous Modular Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1197--1202},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00154},
doi = {10.1109/ICDM54844.2022.00154},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangCLYNTCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangD22,
author = {Yu Wang and
Tyler Derr},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Degree-Related Bias in Link Prediction},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {757--758},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00103},
doi = {10.1109/ICDMW58026.2022.00103},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangKZ22,
author = {Yihe Wang and
Mohammad Mahdi Khalili and
Xiang Zhang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Towards Fair Representation Learning in Knowledge Graph with Stable
Adversarial Debiasing},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {901--909},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00119},
doi = {10.1109/ICDMW58026.2022.00119},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangMWG22,
author = {Tianqi Wang and
Fenglong Ma and
Yaqing Wang and
Jing Gao},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Heterogeneous Information Enhanced Prerequisite Learning in Massive
Open Online Courses},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1203--1208},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00155},
doi = {10.1109/ICDM54844.2022.00155},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangMWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangWWZBW22,
author = {Pengkun Wang and
Xu Wang and
Binwu Wang and
Yudong Zhang and
Lei Bai and
Yang Wang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Countering Modal Redundancy and Heterogeneity: {A} Self-Correcting
Multimodal Fusion},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {518--527},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00062},
doi = {10.1109/ICDM54844.2022.00062},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangWWZBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangXL0TT22,
author = {Wentao Wang and
Han Xu and
Xiaorui Liu and
Yaxin Li and
Bhavani Thuraisingham and
Jiliang Tang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Imbalanced Adversarial Training with Reweighting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1209--1214},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00156},
doi = {10.1109/ICDM54844.2022.00156},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangXL0TT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangYHLW22,
author = {Guixiang Wang and
Hongwei Yin and
Wenjun Hu and
Yong Liu and
Ruiqin Wang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Joint Low-rank and Orthogonal Deep Multi-view Subspace Clustering
based on Local Fusion},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {63--70},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00017},
doi = {10.1109/ICDMW58026.2022.00017},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangYHLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangZFZZX22,
author = {Bo Wang and
Zhao Zhang and
Jicong Fan and
Mingbo Zhao and
Choujun Zhan and
Mingliang Xu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {FineFormer: Fine-Grained Adaptive Object Transformer for Image Captioning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {508--517},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00061},
doi = {10.1109/ICDM54844.2022.00061},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangZFZZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangZSMZZ22,
author = {Shiyu Wang and
Fan Zhou and
Yinbo Sun and
Lintao Ma and
James Zhang and
Yangfei Zheng},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {End-to-End Modeling of Hierarchical Time Series Using Autoregressive
Transformer and Conditional Normalizing Flow-based Reconciliation},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1087--1094},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00141},
doi = {10.1109/ICDMW58026.2022.00141},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangZSMZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WeiFSPWWL22,
author = {Yuecen Wei and
Xingcheng Fu and
Qingyun Sun and
Hao Peng and
Jia Wu and
Jinyan Wang and
Xianxian Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {528--537},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00063},
doi = {10.1109/ICDM54844.2022.00063},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WeiFSPWWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WickmanZL22,
author = {Ryan Wickman and
Xiaofei Zhang and
Weizi Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Generic Graph Sparsification Framework using Deep Reinforcement
Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1221--1226},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00158},
doi = {10.1109/ICDM54844.2022.00158},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WickmanZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuHH22,
author = {Xidong Wu and
Feihu Huang and
Heng Huang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Fast Stochastic Recursive Momentum Methods for Imbalanced Data Mining},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {578--587},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00068},
doi = {10.1109/ICDM54844.2022.00068},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuKDL22,
author = {Ocean Wu and
Yun Sing Koh and
Gillian Dobbie and
Thomas Lacombe},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Cost-Effective Transfer Learning for Data Streams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1233--1238},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00160},
doi = {10.1109/ICDM54844.2022.00160},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuKDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuLL22,
author = {Jimmy Ming{-}Tai Wu and
Shuo Liu and
Jerry Chun{-}Wei Lin},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Large-Scale Sequential Utility Pattern Mining in Uncertain Environments},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00077},
doi = {10.1109/ICDMW58026.2022.00077},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuLL22a,
author = {Jimmy Ming{-}Tai Wu and
Ranran Li and
Jerry Chun{-}Wei Lin},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Skyline Pattern Mining by Quantity-Utility Constraints in Large-Scale
Databases},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {547--552},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00076},
doi = {10.1109/ICDMW58026.2022.00076},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuLL22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuMJZWZ22,
author = {Ruofan Wu and
Boqun Ma and
Hong Jin and
Wenlong Zhao and
Weiqiang Wang and
Tianyi Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{GRANDE:} a neural model over directed multigraphs with application
to anti-money laundering},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {558--567},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00066},
doi = {10.1109/ICDM54844.2022.00066},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuMJZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuSCP22,
author = {Yunshu Wu and
Uday Singh Saini and
Jia Chen and
Evangelos E. Papalexakis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{TENALIGN:} Joint Tensor Alignment and Coupled Factorization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {568--577},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00067},
doi = {10.1109/ICDM54844.2022.00067},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuSCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuSJ22,
author = {Xinyi Wu and
Arnab Sarker and
Ali Jadbabaie},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1239--1244},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00161},
doi = {10.1109/ICDM54844.2022.00161},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuV022,
author = {Huimin Wu and
William de Vazelhes and
Bin Gu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Efficient Semi-Supervised Adversarial Training without Guessing Labels},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {538--547},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00064},
doi = {10.1109/ICDM54844.2022.00064},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuV022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuZ0ZWZ22,
author = {Jiele Wu and
Chunhui Zhang and
Zheyuan Liu and
Erchi Zhang and
Steven Wilson and
Chuxu Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {GraphBERT: Bridging Graph and Text for Malicious Behavior Detection
on Social Media},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {548--557},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00065},
doi = {10.1109/ICDM54844.2022.00065},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuZ0ZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuZZ22,
author = {Longfeng Wu and
Yao Zhou and
Dawei Zhou},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Towards High-Order Complementary Recommendation via Logical Reasoning
Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1227--1232},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00159},
doi = {10.1109/ICDM54844.2022.00159},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WuZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Xia0G022,
author = {Wenwen Xia and
Yuchen Li and
Wentian Guo and
Shenghong Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Efficient Navigation for Constrained Shortest Path with Adaptive Expansion
Control},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {588--597},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00069},
doi = {10.1109/ICDM54844.2022.00069},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Xia0G022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XianHH22,
author = {Wenhan Xian and
Feihu Huang and
Heng Huang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Communication-Efficient Adam-Type Algorithms for Distributed Data
Mining},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1245--1250},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00162},
doi = {10.1109/ICDM54844.2022.00162},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XianHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiangHZ22,
author = {Haolong Xiang and
Hongsheng Hu and
Xuyun Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {DeepiForest: {A} Deep Anomaly Detection Framework with Hashing Based
Isolation Forest},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1251--1256},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00163},
doi = {10.1109/ICDM54844.2022.00163},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XiangHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoJMXP22,
author = {Xinyu Xiao and
Qizhao Jin and
Gaofeng Meng and
Shiming Xiang and
Chunhong Pan},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Spatiotemporal Contextual Consistency Network for Precipitation Nowcasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1257--1262},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00164},
doi = {10.1109/ICDM54844.2022.00164},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoJMXP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoLZJYW22,
author = {Yanan Xiao and
Minyu Liu and
Zichen Zhang and
Lu Jiang and
Minghao Yin and
Jianan Wang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Streaming Traffic Flow Prediction Based on Continuous Reinforcement
Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {16--22},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00011},
doi = {10.1109/ICDMW58026.2022.00011},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XiaoLZJYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XieCWZ0OZ0QZHZL22,
author = {Xiangjin Xie and
Yuxin Chen and
Ruipeng Wang and
Xianli Zhang and
Shilei Cao and
Kai Ouyang and
Zihan Zhang and
Hai{-}Tao Zheng and
Buyue Qian and
Hansen Zheng and
Bo Hu and
Chengxiang Zhuo and
Zang Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {MixDec Sampling: {A} Soft Link-based Sampling Method of Graph Neural
Network for Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {598--607},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00070},
doi = {10.1109/ICDM54844.2022.00070},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XieCWZ0OZ0QZHZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XieZ22,
author = {Johnathan Xie and
Shuai Zheng},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Zero-shot Object Detection Through Vision-Language Embedding Alignment},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--15},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00121},
doi = {10.1109/ICDMW58026.2022.00121},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XieZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiongC22,
author = {Zhilong Xiong and
Jia Cai},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Deep Heterogeneous Graph Neural Networks via Similarity Regularization
Loss and Hierarchical Fusion},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {759--768},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00104},
doi = {10.1109/ICDMW58026.2022.00104},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiongC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuCW22,
author = {Kunpeng Xu and
Lifei Chen and
Shengrui Wang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Data-driven Kernel Subspace Clustering with Local Manifold Preservation},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {876--884},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00116},
doi = {10.1109/ICDMW58026.2022.00116},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XuCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuDW0T22,
author = {Zhe Xu and
Kaize Ding and
Yu{-}Xiong Wang and
Huan Liu and
Hanghang Tong},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Generalized Few-Shot Node Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {608--617},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00071},
doi = {10.1109/ICDM54844.2022.00071},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XuDW0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuDZW22,
author = {Junjie Xu and
Enyan Dai and
Xiang Zhang and
Suhang Wang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{HP-GMN:} Graph Memory Networks for Heterophilous Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1263--1268},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00165},
doi = {10.1109/ICDM54844.2022.00165},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XuDZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuSCP22,
author = {Derek Xu and
William Shiao and
Jia Chen and
Evangelos E. Papalexakis},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {SV-Learn: Learning Matrix Singular Values with Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {232--237},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00039},
doi = {10.1109/ICDMW58026.2022.00039},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XuSCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuWZMWJC22,
author = {Ke Xu and
Ziliang Wang and
Wei Zheng and
Yuhao Ma and
Chenglin Wang and
Nengxue Jiang and
Cai Cao},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Centralized-Distributed Transfer Model for Cross-Domain Recommendation
Based on Multi-Source Heterogeneous Transfer Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1269--1274},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00166},
doi = {10.1109/ICDM54844.2022.00166},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XuWZMWJC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Yadati22,
author = {Naganand Yadati},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Convex Formulation for Graph Convolutional Training: Two Layer Case},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1281--1286},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00168},
doi = {10.1109/ICDM54844.2022.00168},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Yadati22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Yan0FCJ22,
author = {Ruixuan Yan and
Tengfei Ma and
Achille Fokoue and
Maria Chang and
Agung Julius},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Neuro-symbolic Models for Interpretable Time Series Classification
using Temporal Logic Description},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {618--627},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00072},
doi = {10.1109/ICDM54844.2022.00072},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Yan0FCJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YanHSYK22,
author = {Yujun Yan and
Milad Hashemi and
Kevin Swersky and
Yaoqing Yang and
Danai Koutra},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph
Convolutional Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1287--1292},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00169},
doi = {10.1109/ICDM54844.2022.00169},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YanHSYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangHWLLW22,
author = {Zhe{-}Rui Yang and
Zhen{-}Yu He and
Chang{-}Dong Wang and
Pei{-}Yuan Lai and
De{-}Zhang Liao and
Zhong{-}Zheng Wang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Bi-directional Recommender System for Online Recruitment},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {628--637},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00073},
doi = {10.1109/ICDM54844.2022.00073},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangHWLLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangLMH22,
author = {Minqiang Yang and
Xinqi Liu and
Chengsheng Mao and
Bin Hu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Graph Convolutional Networks with Dependency Parser towards Multiview
Representation Learning for Sentiment Analysis},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00070},
doi = {10.1109/ICDMW58026.2022.00070},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YangLMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangLSZL22,
author = {Shanghui Yang and
Xin Liu and
Hang Su and
Mengxia Zhu and
Xuesong Lu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Deep Knowledge Tracing with Learning Curves},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {282--291},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00046},
doi = {10.1109/ICDMW58026.2022.00046},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangLSZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoKFBFK22,
author = {Eric Yao and
Christopher A. Kendziora and
Robert Furstenberg and
Christopher J. Breshike and
Drew M. Finton and
Drew C. Kendziora},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Deep Neural Networks and Data Accentuation for Standoff Detection
of Dangerous Chemicals},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {388--394},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00058},
doi = {10.1109/ICDMW58026.2022.00058},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YaoKFBFK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoXXYC22,
author = {Dixi Yao and
Liyao Xiang and
Hengyuan Xu and
Hangyu Ye and
Yingqi Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Privacy-Preserving Split Learning via Patch Shuffling over Transformers},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {638--647},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00074},
doi = {10.1109/ICDM54844.2022.00074},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YaoXXYC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YehG22,
author = {Michael Yeh and
Ming Gu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {An Efficient and Reliable Tolerance- Based Algorithm for Principal
Component Analysis},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {642--649},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00088},
doi = {10.1109/ICDMW58026.2022.00088},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YehG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YinZWOLDZS22,
author = {Hang Yin and
Zitao Zhang and
Zhurong Wang and
Yilmazcan {\"{O}}zyurt and
Weiming Liang and
Wenyu Dong and
Yang Zhao and
Yinan Shan},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Behavioral graph fraud detection in E-commerce},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00105},
doi = {10.1109/ICDMW58026.2022.00105},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YinZWOLDZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YoussefSIS22,
author = {Paul Youssef and
J{\"{o}}rg Schl{\"{o}}tterer and
Sultan Imangaliyev and
Christin Seifert},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Model Personalization with Static and Dynamic Patients' Data},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {324--333},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00051},
doi = {10.1109/ICDMW58026.2022.00051},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YoussefSIS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuBLZ22,
author = {Dazhou Yu and
Guangji Bai and
Yun Li and
Liang Zhao},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Deep Spatial Domain Generalization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1293--1298},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00170},
doi = {10.1109/ICDM54844.2022.00170},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YuBLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuLCZXWL22,
author = {Zhenning Yu and
Xin Liu and
Yiu{-}Ming Cheung and
Minghang Zhu and
Xing Xu and
Nannan Wang and
Taihao Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Detach and Enhance: Learning Disentangled Cross-modal Latent Representation
for Efficient Face-Voice Association and Matching},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {648--655},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00075},
doi = {10.1109/ICDM54844.2022.00075},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuLCZXWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuWLZJC22,
author = {Ping Yu and
Wei Wang and
Chunyuan Li and
Ruiyi Zhang and
Zhanpeng Jin and
Changyou Chen},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{STT:} Soft Template Tuning for Few-Shot Adaptation},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {941--946},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00122},
doi = {10.1109/ICDMW58026.2022.00122},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuWLZJC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuZL0Z22,
author = {Shuyang Yu and
Zhuangdi Zhu and
Boyang Liu and
Anil K. Jain and
Jiayu Zhou},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Robust Unsupervised Domain Adaptation from {A} Corrupted Source},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1299--1304},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00171},
doi = {10.1109/ICDM54844.2022.00171},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuZL0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuanLL22,
author = {Kaixin Yuan and
Jing Liu and
Jian Lou},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Higher-Order Masked Graph Neural Networks for Traffic Flow Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1305--1310},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00172},
doi = {10.1109/ICDM54844.2022.00172},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YuanLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuanZRWWL22,
author = {Taikang Yuan and
Junxing Zhu and
Kaijun Ren and
Wuxin Wang and
Xiang Wang and
Xiaoyong Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Neural Network Driven by Space-time Partial Differential Equation
for Predicting Sea Surface Temperature},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {656--665},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00076},
doi = {10.1109/ICDM54844.2022.00076},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YuanZRWWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YukiIY22,
author = {Ryo Yuki and
Yuichi Ike and
Kenji Yamanishi},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Dimensionality Selection of Hyperbolic Graph Embeddings using Decomposed
Normalized Maximum Likelihood Code-Length},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {666--675},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00077},
doi = {10.1109/ICDM54844.2022.00077},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YukiIY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangBPH22,
author = {Yanfu Zhang and
Runxue Bao and
Jian Pei and
Heng Huang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Toward Unified Data and Algorithm Fairness via Adversarial Data Augmentation
and Adaptive Model Fine-tuning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1317--1322},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00174},
doi = {10.1109/ICDM54844.2022.00174},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangBPH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangCC22,
author = {Jianyi Zhang and
Yiran Chen and
Jianshu Chen},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Join-Chain Network: {A} Logical Reasoning View of the Multi-head Attention
in Transformer},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--11},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00123},
doi = {10.1109/ICDMW58026.2022.00123},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLCZPFH22,
author = {Qin Zhang and
Qincai Li and
Xiaojun Chen and
Peng Zhang and
Shirui Pan and
Philippe Fournier{-}Viger and
Joshua Zhexue Huang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Dynamic Variational Framework for Open-World Node Classification
in Structured Sequences},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {703--712},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00081},
doi = {10.1109/ICDM54844.2022.00081},
timestamp = {Sun, 27 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLCZPFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangNPT22,
author = {Yubo Zhang and
Feiyang Niu and
Qing Ping and
Govind Thattai},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {A Multi -level Alignment Training Scheme for Video-and-Language Grounding},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {958--966},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00124},
doi = {10.1109/ICDMW58026.2022.00124},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangNPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangQLGGW0Z022,
author = {Xianli Zhang and
Buyue Qian and
Yang Li and
Zeyu Gao and
Chong Guan and
Renzhen Wang and
Yefeng Zheng and
Hansen Zheng and
Chen Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Learning Representations from Local to Global for Fine-grained Patient
Similarity Measuring in Intensive Care Unit},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {713--722},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00082},
doi = {10.1109/ICDM54844.2022.00082},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangQLGGW0Z022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangSC22,
author = {Xin Zhang and
Yanyan Shen and
Lei Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Feature-Oriented Sampling for Fast and Scalable {GNN} Training},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {723--732},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00083},
doi = {10.1109/ICDM54844.2022.00083},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangXZCYT22,
author = {Yuheng Zhang and
Yinglong Xia and
Yan Zhu and
Yuejie Chi and
Lei Ying and
Hanghang Tong},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Active Heterogeneous Graph Neural Networks with Per-step Meta-Q-Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1329--1334},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00176},
doi = {10.1109/ICDM54844.2022.00176},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangXZCYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZ22,
author = {Zheng Zhang and
Liang Zhao},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Unsupervised Deep Subgraph Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {753--762},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00086},
doi = {10.1109/ICDM54844.2022.00086},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZG022,
author = {Li Zhang and
Yan Zhu and
Yifeng Gao and
Jessica Lin},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Robust Time Series Chain Discovery with Incremental Nearest Neighbors},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1311--1316},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00173},
doi = {10.1109/ICDM54844.2022.00173},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZHLCHX22,
author = {Hong Zhang and
Lan Zhang and
Ju Huang and
Anran Li and
Haoran Cheng and
Dongbo Huang and
Lan Xu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Unified Guaranteed Impression Allocation Framework for Online Display
Advertising},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {686--694},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00079},
doi = {10.1109/ICDM54844.2022.00079},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZHLCHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZLS22,
author = {Wenxin Zhang and
Yupei Zhang and
Shuhui Liu and
Xuequn Shang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Online Deep Knowledge Tracing},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {292--297},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00047},
doi = {10.1109/ICDMW58026.2022.00047},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZWX22,
author = {Yang Zhang and
Gengmo Zhou and
Zhewei Wei and
Hongteng Xu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Predicting Protein-Ligand Binding Affinity via Joint Global-Local
Interaction Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1323--1328},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00175},
doi = {10.1109/ICDM54844.2022.00175},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoKI022,
author = {Xujiang Zhao and
KrishnaTeja Killamsetty and
Rishabh K. Iyer and
Feng Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {How Out-of-Distribution Data Hurts Semi-Supervised Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {763--772},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00087},
doi = {10.1109/ICDM54844.2022.00087},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoKI022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoTK22,
author = {Jianing Zhao and
Ayana Takai and
Eisuke Kita},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Weight-Training Ensemble Model for Stock Price Forecast},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00024},
doi = {10.1109/ICDMW58026.2022.00024},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoW22,
author = {Honggang Zhao and
Wenlu Wang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Adversarial Removal of Population Bias in Genomics Phenotype Prediction},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {334--340},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00052},
doi = {10.1109/ICDMW58026.2022.00052},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoYMWL22,
author = {Sinong Zhao and
Zhaoyang Yu and
Trent G. Marbach and
Gang Wang and
Xiaoguang Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{MSDN:} {A} Multi-Subspace Deviation Net for Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1341--1346},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00178},
doi = {10.1109/ICDM54844.2022.00178},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoYMWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zheng0PLCLJ22,
author = {Zuowu Zheng and
Xiaofeng Gao and
Junwei Pan and
Qi Luo and
Guihai Chen and
Dapeng Liu and
Jie Jiang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {AutoAttention: Automatic Field Pair Selection for Attention in User
Behavior Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {803--812},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00091},
doi = {10.1109/ICDM54844.2022.00091},
timestamp = {Wed, 31 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Zheng0PLCLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhengZ22,
author = {Guangtao Zheng and
Aidong Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1347--1352},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00179},
doi = {10.1109/ICDM54844.2022.00179},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhengZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhengZCL0P22,
author = {Xin Zheng and
Miao Zhang and
Chunyang Chen and
Chaojie Li and
Chuan Zhou and
Shirui Pan},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Multi-Relational Graph Neural Architecture Search with Fine-grained
Message Passing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {783--792},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00089},
doi = {10.1109/ICDM54844.2022.00089},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhengZCL0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhengZZ0LP22,
author = {Yizhen Zheng and
Yu Zheng and
Xiaofei Zhou and
Chen Gong and
Vincent C. S. Lee and
Shirui Pan},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Unifying Graph Contrastive Learning with Flexible Contextual Scopes},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {793--802},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00090},
doi = {10.1109/ICDM54844.2022.00090},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhengZZ0LP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhongLCP22,
author = {Haodi Zhong and
Grigorios Loukides and
Alessio Conte and
Solon P. Pissis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Jaccard Median for Ego-network Segmentation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1353--1358},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00180},
doi = {10.1109/ICDM54844.2022.00180},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhongLCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouCS0SS022,
author = {Yuchen Zhou and
Yanan Cao and
Yanmin Shang and
Chuan Zhou and
Chuancheng Song and
Fengzhao Shi and
Qian Li},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Task-level Relations Modelling for Graph Meta-learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {813--822},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00092},
doi = {10.1109/ICDM54844.2022.00092},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouCS0SS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouLYLMZAB22,
author = {Yihan Zhou and
Jiali Liu and
Zekun Yang and
Tianyi Liu and
Xinyue Meng and
Zhuocheng Zhou and
Ali Anaissi and
Ali Braytee},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {VGG-FusionNet: {A} Feature Fusion Framework from {CT} scan and Chest
X-ray Images based Deep Learning for {COVID-19} Detection},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00054},
doi = {10.1109/ICDMW58026.2022.00054},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhouLYLMZAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouZW22,
author = {Huanyi Zhou and
Honggang Zhao and
Wenlu Wang},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {U-Net Transfer Learning for Image Restoration on Sparse {CT} Reconstruction
in Pre-Clinical Research},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {341--348},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00053},
doi = {10.1109/ICDMW58026.2022.00053},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouZYZ22,
author = {Peng Zhou and
Yunyun Zhang and
Yuanting Yan and
Shu Zhao},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Unknown Type Streaming Feature Selection via Maximal Information Coefficient},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {650--657},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00089},
doi = {10.1109/ICDMW58026.2022.00089},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouZYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuCWZL22,
author = {Qingyan Zhu and
Yize Chen and
Hao Wang and
Zhenyu Zeng and
Hao Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {A Knowledge-Enhanced Framework for Imitative Transportation Trajectory
Generation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {823--832},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00093},
doi = {10.1109/ICDM54844.2022.00093},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhuCWZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuR22,
author = {Xingquan Zhu and
Sanjay Ranka},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Message from the {ICDM} 2022 Program Committee Chairs},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {xxvii--xxviii},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00006},
doi = {10.1109/ICDMW58026.2022.00006},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuZHGLQZ22,
author = {Renyu Zhu and
Dongxiang Zhang and
Chengcheng Han and
Ming Gao and
Xuesong Lu and
Weining Qian and
Aoying Zhou},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Programming Knowledge Tracing: {A} Comprehensive Dataset and {A} New
Model},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {298--307},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00048},
doi = {10.1109/ICDMW58026.2022.00048},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuZHGLQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuangA0FI022,
author = {Yong Zhuang and
Matthew Almeida and
Wei Ding and
Patrick D. Flynn and
Shafiqul Islam and
Ping Chen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic
Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {833--842},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00094},
doi = {10.1109/ICDM54844.2022.00094},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuangA0FI022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2022,
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022},
doi = {10.1109/ICDM54844.2022},
isbn = {978-1-6654-5099-7},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2022w,
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022},
doi = {10.1109/ICDMW58026.2022},
isbn = {979-8-3503-4609-1},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2022w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/00010WDWF21,
author = {Kunpeng Liu and
Pengfei Wang and
Dongjie Wang and
Wan Du and
Dapeng Oliver Wu and
Yanjie Fu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Efficient Reinforced Feature Selection via Early Stopping Traverse
Strategy},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {399--408},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00051},
doi = {10.1109/ICDM51629.2021.00051},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/00010WDWF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001ZLH21,
author = {Bin Gu and
Zhou Zhai and
Xiang Li and
Heng Huang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Finding Age Path of Self-Paced Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {151--160},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00025},
doi = {10.1109/ICDM51629.2021.00025},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0001ZLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002W21,
author = {Wenbin Zhang and
Jeremy C. Weiss},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Fair Decision-making Under Uncertainty},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {886--895},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00100},
doi = {10.1109/ICDM51629.2021.00100},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002Y0P021,
author = {Xuesong Wang and
Lina Yao and
Xianzhi Wang and
Hye{-}Young Paik and
Sen Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Global Convolutional Neural Processes},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {699--708},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00081},
doi = {10.1109/ICDM51629.2021.00081},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002Y0P021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0003LTZQYZ21,
author = {Fan Zhou and
Chenfan Lu and
Xiaocheng Tang and
Fan Zhang and
Zhiwei (Tony) Qin and
Jieping Ye and
Hongtu Zhu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Multi-Objective Distributional Reinforcement Learning for Large-Scale
Order Dispatching},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1541--1546},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00202},
doi = {10.1109/ICDM51629.2021.00202},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0003LTZQYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0035CCPYTXL21,
author = {Di Wu and
Cheng Chen and
Xiujun Chen and
Junwei Pan and
Xun Yang and
Qing Tan and
Jian Xu and
Kuang{-}Chih Lee},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Impression Allocation and Policy Search in Display Advertising},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {749--756},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00086},
doi = {10.1109/ICDM51629.2021.00086},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0035CCPYTXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Abushaqra0RS21,
author = {Futoon M. Abushaqra and
Hao Xue and
Yongli Ren and
Flora D. Salim},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{PIETS:} Parallelised Irregularity Encoders for Forecasting with Heterogeneous
Time-Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {976--981},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00109},
doi = {10.1109/ICDM51629.2021.00109},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Abushaqra0RS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AlesianiYY21,
author = {Francesco Alesiani and
Shujian Yu and
Xi Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Gated Information Bottleneck for Generalization in Sequential Environments},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00010},
doi = {10.1109/ICDM51629.2021.00010},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/AlesianiYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AliVLK21,
author = {Muhammad Afif Ali and
Suriya Venkatesan and
Victor C. Liang and
Hannes Kruppa},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{TEST-GCN:} Topologically Enhanced Spatial-Temporal Graph Convolutional
Networks for Traffic Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {982--987},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00110},
doi = {10.1109/ICDM51629.2021.00110},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/AliVLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AmazonSRR21,
author = {Jonathan Amazon and
Khurram Shafique and
Zeeshan Rasheed and
Aaron Reite},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{DIVINIA:} Rare Object Localization and Search in Overhead Imagery},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {988--993},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00111},
doi = {10.1109/ICDM51629.2021.00111},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AmazonSRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BaoJZSAOJ21,
author = {Tianshu Bao and
Xiaowei Jia and
Jacob Zwart and
Jeffrey M. Sadler and
Alison P. Appling and
Samantha Oliver and
Taylor T. Johnson},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Partial Differential Equation Driven Dynamic Graph Networks for Predicting
Stream Water Temperature},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {11--20},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00011},
doi = {10.1109/ICDM51629.2021.00011},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BaoJZSAOJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BarkanHKCWK21,
author = {Oren Barkan and
Roy Hirsch and
Ori Katz and
Avi Caciularu and
Jonathan Weill and
Noam Koenigstein},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic
Gates},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {994--999},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00112},
doi = {10.1109/ICDM51629.2021.00112},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BarkanHKCWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BernsHB21,
author = {Fabian Berns and
Jan David H{\"{u}}wel and
Christian Beecks},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{LOGIC:} Probabilistic Machine Learning for Time Series Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1000--1005},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00113},
doi = {10.1109/ICDM51629.2021.00113},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BernsHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BidaurrazagaPC21,
author = {Arkaitz Bidaurrazaga and
Aritz P{\'{e}}rez and
Marco Cap{\'{o}}},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {K-means for Evolving Data Streams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1006--1011},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00114},
doi = {10.1109/ICDM51629.2021.00114},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BidaurrazagaPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BrandBES021,
author = {Lodewijk Brand and
Lauren Zoe Baker and
Carla Ellefsen and
Jackson Sargent and
Hua Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {A Linear Primal-Dual Multi-Instance {SVM} for Big Data Classifications},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {21--30},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00012},
doi = {10.1109/ICDM51629.2021.00012},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BrandBES021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Cai21,
author = {Zerui Cai},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Generating Explanations for Recommendation Systems via Injective {VAE}},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1012--1017},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00115},
doi = {10.1109/ICDM51629.2021.00115},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Cai21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChangDWLFZZLZC21,
author = {Wennan Chang and
Pengdao Dang and
Changlin Wan and
Xiaoyu Lu and
Yue Fang and
Tong Zhao and
Yong Zang and
Bo Li and
Chi Zhang and
Sha Cao},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Spatially and Robustly Hybrid Mixture Regression Model for Inference
of Spatial Dependence},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {31--40},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00013},
doi = {10.1109/ICDM51629.2021.00013},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChangDWLFZZLZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenAOCRSZJ21,
author = {Shengyu Chen and
Alison P. Appling and
Samantha Oliver and
Hayley Corson{-}Dosch and
Jordan S. Read and
Jeffrey M. Sadler and
Jacob Zwart and
Xiaowei Jia},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Heterogeneous Stream-reservoir Graph Networks with Data Assimilation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1024--1029},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00117},
doi = {10.1109/ICDM51629.2021.00117},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenAOCRSZJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenDFLPS21,
author = {Huiping Chen and
Changyu Dong and
Liyue Fan and
Grigorios Loukides and
Solon P. Pissis and
Leen Stougie},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Differentially Private String Sanitization for Frequency-Based Mining
Tasks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {41--50},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00014},
doi = {10.1109/ICDM51629.2021.00014},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenDFLPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenLJ21,
author = {Yi{-}He Chen and
Shen{-}Huan Lyu and
Yuan Jiang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Improving Deep Forest by Exploiting High-order Interactions},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1030--1035},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00118},
doi = {10.1109/ICDM51629.2021.00118},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChenLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenSMKRZX21,
author = {Chao Chen and
Yifan Shen and
Guixiang Ma and
Xiangnan Kong and
Srinivas Rangarajan and
Xi Zhang and
Sihong Xie},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Self-learn to Explain Siamese Networks Robustly},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1018--1023},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00116},
doi = {10.1109/ICDM51629.2021.00116},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChenSMKRZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChengYLXC21,
author = {Mingyue Cheng and
Fajie Yuan and
Qi Liu and
Xin Xin and
Enhong Chen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Learning Transferable User Representations with Sequential Behaviors
via Contrastive Pre-training},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {51--60},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00015},
doi = {10.1109/ICDM51629.2021.00015},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChengYLXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChienPTM21,
author = {Eli Chien and
Chao Pan and
Puoya Tabaghi and
Olgica Milenkovic},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Highly Scalable and Provably Accurate Classification in Poincar{\'{e}}
Balls},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {61--70},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00016},
doi = {10.1109/ICDM51629.2021.00016},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChienPTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChurchillS21,
author = {Rob Churchill and
Lisa Singh},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Topic-Noise Models: Modeling Topic and Noise Distributions in Social
Media Post Collections},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {71--80},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00017},
doi = {10.1109/ICDM51629.2021.00017},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChurchillS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Cohen-ShapiraR21,
author = {Noy Cohen{-}Shapira and
Lior Rokach},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{TRIO:} Task-agnostic dataset representation optimized for automatic
algorithm selection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {81--90},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00018},
doi = {10.1109/ICDM51629.2021.00018},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Cohen-ShapiraR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ComrieK21,
author = {Cazamere Comrie and
Jon M. Kleinberg},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Hypergraph Ego-networks and Their Temporal Evolution},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {91--100},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00019},
doi = {10.1109/ICDM51629.2021.00019},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ComrieK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CruzSBSB21,
author = {Andr{\'{e}} Ferreira Cruz and
Pedro Saleiro and
Catarina Bel{\'{e}}m and
Carlos Soares and
Pedro Bizarro},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Promoting Fairness through Hyperparameter Optimization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1036--1041},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00119},
doi = {10.1109/ICDM51629.2021.00119},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/CruzSBSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DaiWHYD21,
author = {Shaojie Dai and
Jinshuai Wang and
Chao Huang and
Yanwei Yu and
Junyu Dong},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Temporal Multi-view Graph Convolutional Networks for Citywide Traffic
Volume Inference},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1042--1047},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00120},
doi = {10.1109/ICDM51629.2021.00120},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DaiWHYD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DenhamLSN21,
author = {Benjamin Denham and
Edmund M.{-}K. Lai and
Roopak Sinha and
M. Asif Naeem},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Gain-Some-Lose-Some: Reliable Quantification Under General Dataset
Shift},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1048--1053},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00121},
doi = {10.1109/ICDM51629.2021.00121},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DenhamLSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DongY0X021,
author = {Manqing Dong and
Lina Yao and
Xianzhi Wang and
Xiwei Xu and
Liming Zhu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {MetaGB: {A} Gradient Boosting Framework for Efficient Task Adaptive
Meta Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {101--110},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00020},
doi = {10.1109/ICDM51629.2021.00020},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DongY0X021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Fan0X00F21,
author = {Wei Fan and
Kunpeng Liu and
Rui Xie and
Hao Liu and
Hui Xiong and
Yanjie Fu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein
Distance},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1054--1059},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00122},
doi = {10.1109/ICDM51629.2021.00122},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Fan0X00F21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FanYJ21,
author = {Yucai Fan and
Yuhang Yao and
Carlee Joe{-}Wong},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{GCN-SE:} Attention as Explainability for Node Classification in Dynamic
Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1060--1065},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00123},
doi = {10.1109/ICDM51629.2021.00123},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FanYJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Fu0WSJWTPY21,
author = {Xingcheng Fu and
Jianxin Li and
Jia Wu and
Qingyun Sun and
Cheng Ji and
Senzhang Wang and
Jiajun Tan and
Hao Peng and
Philip S. Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{ACE-HGNN:} Adaptive Curvature Exploration Hyperbolic Graph Neural
Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {111--120},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00021},
doi = {10.1109/ICDM51629.2021.00021},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Fu0WSJWTPY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoSBYH021,
author = {Yuyang Gao and
Tong Steven Sun and
Rishab Bhatt and
Dazhou Yu and
Sungsoo Ray Hong and
Liang Zhao},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{GNES:} Learning to Explain Graph Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {131--140},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00023},
doi = {10.1109/ICDM51629.2021.00023},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GaoSBYH021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoZ0ZY021,
author = {Yangcheng Gao and
Zhao Zhang and
Haijun Zhang and
Mingbo Zhao and
Yi Yang and
Meng Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Dictionary Pair-based Data-Free Fast Deep Neural Network Compression},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {121--130},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00022},
doi = {10.1109/ICDM51629.2021.00022},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GaoZ0ZY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoZLZLH21,
author = {Yang Gao and
Peng Zhang and
Zhao Li and
Chuan Zhou and
Yongchao Liu and
Yue Hu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Heterogeneous Graph Neural Architecture Search},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1066--1071},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00124},
doi = {10.1109/ICDM51629.2021.00124},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GaoZLZLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GodziszewskiMWR21,
author = {Michal Tomasz Godziszewski and
Tomasz P. Michalak and
Marcin Waniek and
Talal Rahwan and
Kai Zhou and
Yulin Zhu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Attacking Similarity-Based Sign Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1072--1077},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00173},
doi = {10.1109/ICDM51629.2021.00173},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GodziszewskiMWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GritsenkoGSMDI21,
author = {Andrey Gritsenko and
Yuan Guo and
Kimia Shayestehfard and
Armin Moharrer and
Jennifer G. Dy and
Stratis Ioannidis},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Graph Transfer Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {141--150},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00024},
doi = {10.1109/ICDM51629.2021.00024},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GritsenkoGSMDI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuanC00ZS21,
author = {Hui Guan and
Umana Chaudhary and
Yuanchao Xu and
Lin Ning and
Lijun Zhang and
Xipeng Shen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Recurrent Neural Networks Meet Context-Free Grammar: Two Birds with
One Stone},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1078--1083},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00125},
doi = {10.1109/ICDM51629.2021.00125},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuanC00ZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuarinoSNC21,
author = {Guillaume Guarino and
Ahmed Samet and
Amir Nafi and
Denis Cavallucci},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {PaGAN: Generative Adversarial Network for Patent understanding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1084--1089},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00126},
doi = {10.1109/ICDM51629.2021.00126},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuarinoSNC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuptaNMVS21,
author = {Vibhor Gupta and
Jyoti Narwariya and
Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Continual Learning for Multivariate Time Series Tasks with Variable
Input Dimensions},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {161--170},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00026},
doi = {10.1109/ICDM51629.2021.00026},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuptaNMVS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HakimiALS21,
author = {Ido Hakimi and
Rotem Zamir Aviv and
Kfir Y. Levy and
Assaf Schuster},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{LAGA:} Lagged AllReduce with Gradient Accumulation for Minimal Idle
Time},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {171--180},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00027},
doi = {10.1109/ICDM51629.2021.00027},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HakimiALS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HartebrodtNBR21,
author = {Anne Hartebrodt and
Reza Nasirigerdeh and
David B. Blumenthal and
Richard R{\"{o}}ttger},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Federated Principal Component Analysis for Genome-Wide Association
Studies},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1090--1095},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00127},
doi = {10.1109/ICDM51629.2021.00127},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HartebrodtNBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeDHWW21,
author = {Yi He and
Jiaxian Dong and
Bo{-}Jian Hou and
Yu Wang and
Fei Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Online Learning in Variable Feature Spaces with Mixed Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {181--190},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00028},
doi = {10.1109/ICDM51629.2021.00028},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HeDHWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeGWCSCY021,
author = {Yuting He and
Rongjun Ge and
Jiasong Wu and
Jean{-}Louis Coatrieux and
Huazhong Shu and
Yang Chen and
Guanyu Yang and
Shuo Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Thin Semantics Enhancement via High-Frequency Priori Rule for Thin
Structures Segmentation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1096--1101},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00128},
doi = {10.1109/ICDM51629.2021.00128},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HeGWCSCY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HouZLZZ21,
author = {Yilin Hou and
Guangming Zhao and
Chuanren Liu and
Zhonglin Zu and
Xiaoqiang Zhu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Conversion Prediction with Delayed Feedback: {A} Multi-task Learning
Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {191--199},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00029},
doi = {10.1109/ICDM51629.2021.00029},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HouZLZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuSSDZ21,
author = {Hongsheng Hu and
Zoran Salcic and
Lichao Sun and
Gillian Dobbie and
Xuyun Zhang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Source Inference Attacks in Federated Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1102--1107},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00129},
doi = {10.1109/ICDM51629.2021.00129},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HuSSDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangHTHLCMW021,
author = {Ye Huang and
Wei Huang and
Shiwei Tong and
Zhenya Huang and
Qi Liu and
Enhong Chen and
Jianhui Ma and
Liang Wan and
Shijin Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{STAN:} Adversarial Network for Cross-domain Question Difficulty Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {220--229},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00032},
doi = {10.1109/ICDM51629.2021.00032},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HuangHTHLCMW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangLWHFWC0021,
author = {Jie Huang and
Qi Liu and
Fei Wang and
Zhenya Huang and
Songtao Fang and
Runze Wu and
Enhong Chen and
Yu Su and
Shijin Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Group-Level Cognitive Diagnosis: {A} Multi-Task Learning Perspective},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {210--219},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00031},
doi = {10.1109/ICDM51629.2021.00031},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangLWHFWC0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangPYWS21,
author = {Chen Huang and
Liangxu Pan and
Qinli Yang and
Hongliang Wang and
Junming Shao},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Flexible, Robust, Scalable Semi-supervised Learning via Reliability
Propagation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {200--209},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00030},
doi = {10.1109/ICDM51629.2021.00030},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangPYWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangZZZ21,
author = {Ningbo Huang and
Gang Zhou and
Mengli Zhang and
Meng Zhang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{MC-RGCN:} {A} Multi-Channel Recurrent Graph Convolutional Network
to Learn High-Order Social Relations for Diffusion Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1108--1113},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00130},
doi = {10.1109/ICDM51629.2021.00130},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangZZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Hui0CK21,
author = {Bo Hui and
Da Yan and
Haiquan Chen and
Wei{-}Shinn Ku},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Trajectory WaveNet: {A} Trajectory-Based Model for Traffic Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1114--1119},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00131},
doi = {10.1109/ICDM51629.2021.00131},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Hui0CK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Hwang0CL0P21,
author = {Jeehyun Hwang and
Jeongwhan Choi and
Hwangyong Choi and
Kookjin Lee and
Dongeun Lee and
Noseong Park},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Climate Modeling with Neural Diffusion Equations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {230--239},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00033},
doi = {10.1109/ICDM51629.2021.00033},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Hwang0CL0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ImamuraN21,
author = {Makoto Imamura and
Takaaki Nakamura},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Spikelet: An Adaptive Symbolic Approximation for Finding Higher-Level
Structure in Time Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1120--1125},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00132},
doi = {10.1109/ICDM51629.2021.00132},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ImamuraN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Iyer0S21,
author = {Roshni G. Iyer and
Wei Wang and
Yizhou Sun},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Bi-Level Attention Graph Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1126--1131},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00133},
doi = {10.1109/ICDM51629.2021.00133},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Iyer0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JaiswalLZHRPD21,
author = {Ajay Jaiswal and
Tianhao Li and
Cyprian Zander and
Yan Han and
Justin F. Rousseau and
Yifan Peng and
Ying Ding},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{SCALP} - Supervised Contrastive Learning for Cardiopulmonary Disease
Classification and Localization in Chest X-rays using Patient Metadata},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1132--1137},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00134},
doi = {10.1109/ICDM51629.2021.00134},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JaiswalLZHRPD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JangPAP21,
author = {Hankyu Jang and
Shreyas Pai and
Bijaya Adhikari and
Sriram V. Pemmaraju},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Risk-aware Temporal Cascade Reconstruction to Detect Asymptomatic
Cases : For the {CDC} MInD Healthcare Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {240--249},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00034},
doi = {10.1109/ICDM51629.2021.00034},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JangPAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JhinSHJPPLMJ21,
author = {Sheo Yon Jhin and
Heejoo Shin and
Seoyoung Hong and
Minju Jo and
Solhee Park and
Noseong Park and
Seungbeom Lee and
Hwiyoung Maeng and
Seungmin Jeon},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Attentive Neural Controlled Differential Equations for Time-series
Classification and Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {250--259},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00035},
doi = {10.1109/ICDM51629.2021.00035},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JhinSHJPPLMJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiYS021,
author = {Houye Ji and
Cheng Yang and
Chuan Shi and
Pan Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Heterogeneous Graph Neural Network with Distance Encoding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1138--1143},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00135},
doi = {10.1109/ICDM51629.2021.00135},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JiYS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiaX0CZSAOR21,
author = {Xiaowei Jia and
Yiqun Xie and
Sheng Li and
Shengyu Chen and
Jacob Zwart and
Jeffrey M. Sadler and
Alison P. Appling and
Samantha Oliver and
Jordan S. Read},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Physics-Guided Machine Learning from Simulation Data: An Application
in Modeling Lake and River Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {270--279},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00037},
doi = {10.1109/ICDM51629.2021.00037},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiaX0CZSAOR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiaZDP21,
author = {Renqi Jia and
Xiaofei Zhou and
Linhua Dong and
Shirui Pan},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Hypergraph Convolutional Network for Group Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {260--269},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00036},
doi = {10.1109/ICDM51629.2021.00036},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiaZDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiaoLJWW21,
author = {Pengfei Jiao and
Ruili Lu and
Di Jin and
Yinghui Wang and
Huaming Wu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {An Effective and Robust Framework by Modeling Correlations of Multiplex
Network Embedding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1144--1149},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00136},
doi = {10.1109/ICDM51629.2021.00136},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JiaoLJWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KangLLHK21,
author = {Yoonsuk Kang and
Woncheol Lee and
Yeon{-}Chang Lee and
Kyungsik Han and
Sang{-}Wook Kim},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Adversarial Learning of Balanced Triangles for Accurate Community
Detection on Signed Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1150--1155},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00137},
doi = {10.1109/ICDM51629.2021.00137},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KangLLHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KangYDWG0C21,
author = {Xiangping Kang and
Guoxian Yu and
Carlotta Domeniconi and
Jun Wang and
Wei Guo and
Yazhou Ren and
Lizhen Cui},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Crowdsourcing with Self-paced Workers},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {280--289},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00038},
doi = {10.1109/ICDM51629.2021.00038},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KangYDWG0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KeLSDYZ21,
author = {Wenwei Ke and
Chuanren Liu and
Xiangfu Shi and
Yiqiao Dai and
Philip S. Yu and
Xiaoqiang Zhu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Addressing Exposure Bias in Uplift Modeling for Large-scale Online
Advertising},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1156--1161},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00138},
doi = {10.1109/ICDM51629.2021.00138},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KeLSDYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KoJJMS21,
author = {Wonjun Ko and
Wonsik Jung and
Eunjin Jeon and
Ahmad Wisnu Mulyadi and
Heung{-}Il Suk},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{ENGINE:} Enhancing Neuroimaging and Genetic Information by Neural
Embedding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1162--1167},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00139},
doi = {10.1109/ICDM51629.2021.00139},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KoJJMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KoYBP0K21,
author = {Yun{-}Yong Ko and
Jae{-}Seo Yu and
Hong{-}Kyun Bae and
Yongjun Park and
Dongwon Lee and
Sang{-}Wook Kim},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{MASCOT:} {A} Quantization Framework for Efficient Matrix Factorization
in Recommender Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {290--299},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00039},
doi = {10.1109/ICDM51629.2021.00039},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KoYBP0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KoconGBGKMK21,
author = {Jan Kocon and
Marcin Gruza and
Julita Bielaniewicz and
Damian Grimling and
Kamil Kanclerz and
Piotr Milkowski and
Przemyslaw Kazienko},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Learning Personal Human Biases and Representations for Subjective
Tasks in Natural Language Processing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1168--1173},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00140},
doi = {10.1109/ICDM51629.2021.00140},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KoconGBGKMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LahotiGW21,
author = {Preethi Lahoti and
Krishna P. Gummadi and
Gerhard Weikum},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Detecting and Mitigating Test-time Failure Risks via Model-agnostic
Uncertainty Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1174--1179},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00141},
doi = {10.1109/ICDM51629.2021.00141},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LahotiGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LaiHW21,
author = {Yuandu Lai and
Yahong Han and
Yaowei Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {300--309},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00040},
doi = {10.1109/ICDM51629.2021.00040},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LaiHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeH0Y21,
author = {Dongha Lee and
Dongmin Hyun and
Jiawei Han and
Hwanjo Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Out-of-Category Document Identification Using Target-Category Names
as Weak Supervision},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1186--1191},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00041},
doi = {10.1109/ICDM51629.2021.00041},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LeeH0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeKLPY21,
author = {Dongha Lee and
Su Kim and
Seonghyeon Lee and
Chanyoung Park and
Hwanjo Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Learnable Structural Semantic Readout for Graph Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1180--1185},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00142},
doi = {10.1109/ICDM51629.2021.00142},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LeeKLPY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeS21,
author = {Geon Lee and
Kijung Shin},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {310--319},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00042},
doi = {10.1109/ICDM51629.2021.00042},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeTL21,
author = {Ween Jiann Lee and
Maksim Tkachenko and
Hady W. Lauw},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Robust BiPoly-Matching for Multi-Granular Entities},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1192--1197},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00143},
doi = {10.1109/ICDM51629.2021.00143},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LeeTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiHWY21,
author = {Wen{-}Zhi Li and
Ling Huang and
Chang{-}Dong Wang and
Yuxin Ye},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {StarGAT: Star-Shaped Hierarchical Graph Attentional Network for Heterogeneous
Network Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1198--1203},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00144},
doi = {10.1109/ICDM51629.2021.00144},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiHWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiLWSWLQ21,
author = {Xiaoyu Li and
Chen Li and
Yuhua Wei and
Yuyao Sun and
Jishang Wei and
Xiang Li and
Buyue Qian},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {BaT: Beat-aligned Transformer for Electrocardiogram Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {320--329},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00043},
doi = {10.1109/ICDM51629.2021.00043},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiLWSWLQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiSC21,
author = {Xujia Li and
Yanyan Shen and
Lei Chen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced
Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {330--339},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00044},
doi = {10.1109/ICDM51629.2021.00044},
timestamp = {Mon, 09 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZ021,
author = {Yunchuan Li and
Yan Zhao and
Kai Zheng},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Preference-aware Group Task Assignment in Spatial Crowdsourcing: {A}
Mutual Information-based Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {350--359},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00046},
doi = {10.1109/ICDM51629.2021.00046},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZQGG0ZWL21,
author = {Yang Li and
Xianli Zhang and
Buyue Qian and
Zeyu Gao and
Chong Guan and
Yefeng Zheng and
Hansen Zheng and
Fenglang Wu and
Chen Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Towards Interpretability and Personalization: {A} Predictive Framework
for Clinical Time-series Analysis},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {340--349},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00045},
doi = {10.1109/ICDM51629.2021.00045},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiZQGG0ZWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Liguori0PR21,
author = {Angelica Liguori and
Giuseppe Manco and
Francesco Sergio Pisani and
Ettore Ritacco},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Adversarial Regularized Reconstruction for Anomaly Detection and Generation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1204--1209},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00145},
doi = {10.1109/ICDM51629.2021.00145},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Liguori0PR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinCZZLWW21,
author = {Xixun Lin and
Jiangxia Cao and
Peng Zhang and
Chuan Zhou and
Zhao Li and
Jia Wu and
Bin Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Disentangled Deep Multivariate Hawkes Process for Learning Event Sequences},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {360--369},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00047},
doi = {10.1109/ICDM51629.2021.00047},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LinCZZLWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinKR21,
author = {Yang Lin and
Irena Koprinska and
Mashud Rana},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {SSDNet: State Space Decomposition Neural Network for Time Series Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {370--378},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00048},
doi = {10.1109/ICDM51629.2021.00048},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LinKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LingYZ21,
author = {Chen Ling and
Carl Yang and
Liang Zhao},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Deep Generation of Heterogeneous Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {379--388},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00049},
doi = {10.1109/ICDM51629.2021.00049},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LingYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuCLZX21,
author = {Yifei Liu and
Chao Chen and
Yazheng Liu and
Xi Zhang and
Sihong Xie},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Multi-objective Explanations of {GNN} Predictions},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {409--418},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00052},
doi = {10.1109/ICDM51629.2021.00052},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiuCLZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuWZYLLLC21,
author = {Huijie Liu and
Han Wu and
Le Zhang and
Runlong Yu and
Ye Liu and
Chunli Liu and
Qi Liu and
Enhong Chen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Technological Knowledge Flow Forecasting through {A} Hierarchical
Interactive Graph Neural Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {389--398},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00050},
doi = {10.1109/ICDM51629.2021.00050},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuWZYLLLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaZ00BH21,
author = {Jing Ma and
Qiuchen Zhang and
Jian Lou and
Li Xiong and
Sivasubramanium Bhavani and
Joyce C. Ho},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Communication Efficient Tensor Factorization for Decentralized Healthcare
Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1216--1221},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00147},
doi = {10.1109/ICDM51629.2021.00147},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MaZ00BH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Maia0F21,
author = {Marcelo Rodrigues de Holanda Maia and
Alexandre Plastino and
Alex Alves Freitas},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {An Ensemble of Naive Bayes Classifiers for Uncertain Categorical Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1222--1227},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00148},
doi = {10.1109/ICDM51629.2021.00148},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Maia0F21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaletzkeRHB21,
author = {Andr{\'{e}} Gustavo Maletzke and
Denis Moreira dos Reis and
Waqar Hassan and
Gustavo Batista},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Accurately Quantifying under Score Variability},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1228--1233},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00149},
doi = {10.1109/ICDM51629.2021.00149},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaletzkeRHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MartinVR21,
author = {Tomas Martin and
Petko Valtchev and
Louis{-}Romain Roux},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {FGC-Stream: {A} novel joint miner for frequent generators and closed
itemsets in data streams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {419--428},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00053},
doi = {10.1109/ICDM51629.2021.00053},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MartinVR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MattosM21,
author = {Jo{\~{a}}o Pedro Rodrigues Mattos and
Ricardo M. Marcacini},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Semi-Supervised Graph Attention Networks for Event Representation
Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1234--1239},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00150},
doi = {10.1109/ICDM51629.2021.00150},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MattosM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MercerAASMK21,
author = {Ryan Mercer and
Sara Alaee and
Alireza Abdoli and
Shailendra Singh and
Amy C. Murillo and
Eamonn J. Keogh},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Matrix Profile {XXIII:} Contrast Profile: {A} Novel Time Series Primitive
that Allows Real World Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1240--1245},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00151},
doi = {10.1109/ICDM51629.2021.00151},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MercerAASMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MollahS021,
author = {Md. Parvez Mollah and
Vin{\'{\i}}cius M. A. de Souza and
Abdullah Mueen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Multi-way Time Series Join on Multi-length Patterns},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {429--438},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00054},
doi = {10.1109/ICDM51629.2021.00054},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MollahS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MuralidharBCRRT21,
author = {Nikhil Muralidhar and
Jie Bu and
Ze Cao and
Neil Raj and
Naren Ramakrishnan and
Danesh K. Tafti and
Anuj Karpatne},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {PhyFlow: Physics-Guided Deep Learning for Generating Interpretable
3D Flow Fields},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1246--1251},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00152},
doi = {10.1109/ICDM51629.2021.00152},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MuralidharBCRRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Najafi0Y21,
author = {Mehrnaz Najafi and
Lifang He and
Philip S. Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Outlier-Robust Multi-View Subspace Clustering with Prior Constraints},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {439--448},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00055},
doi = {10.1109/ICDM51629.2021.00055},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Najafi0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NazeriB21,
author = {Mohammad Hossein Nazeri and
Mahdi Bohlouli},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Exploring Reflective Limitation of Behavior Cloning in Autonomous
Vehicles},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1252--1257},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00153},
doi = {10.1109/ICDM51629.2021.00153},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NazeriB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NeupaneZ021,
author = {Krishna Prasad Neupane and
Ervine Zheng and
Qi Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {MetaEDL: Meta Evidential Learning For Uncertainty-Aware Cold-Start
Recommendations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1258--1263},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00154},
doi = {10.1109/ICDM51629.2021.00154},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/NeupaneZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NiuYSGY21,
author = {Shuai Niu and
Qing Yin and
Yunya Song and
Yike Guo and
Xian Yang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Label Dependent Attention Model for Disease Risk Prediction Using
Multimodal Electronic Health Records},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {449--458},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00056},
doi = {10.1109/ICDM51629.2021.00056},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/NiuYSGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OetomoPBR21,
author = {Bastian Oetomo and
R. Malinga Perera and
Renata Borovica{-}Gajic and
Benjamin I. P. Rubinstein},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Cutting to the Chase with Warm-Start Contextual Bandits},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {459--468},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00057},
doi = {10.1109/ICDM51629.2021.00057},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/OetomoPBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OhKJK21,
author = {Eunkyu Oh and
Taehun Kim and
Yunhu Ji and
Sushil Khyalia},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{STING:} Self-attention based Time-series Imputation Networks using
{GAN}},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1264--1269},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00155},
doi = {10.1109/ICDM51629.2021.00155},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OhKJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PanDC21,
author = {Qiao Pan and
Ke Ding and
Dehua Chen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Multi-Classification Prediction of Alzheimer's Disease based on Fusing
Multi-modal Features},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1270--1275},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00156},
doi = {10.1109/ICDM51629.2021.00156},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PanDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PeiRYLQL21,
author = {Hengzhi Pei and
Kan Ren and
Yuqing Yang and
Chang Liu and
Tao Qin and
Dongsheng Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Towards Generating Real-World Time Series Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {469--478},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00058},
doi = {10.1109/ICDM51629.2021.00058},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PeiRYLQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengGYLS21,
author = {Jiaqi Peng and
Jinxia Guo and
Qinli Yang and
Jianyun Lu and
Junming Shao},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {A general framework for mining concept-drifting data streams with
evolvable features},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1276--1281},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00157},
doi = {10.1109/ICDM51629.2021.00157},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PengGYLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengLSW021,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Sequential Diagnosis Prediction with Transformer and Ontological Representation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {489--498},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00060},
doi = {10.1109/ICDM51629.2021.00060},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PengLSW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengSC21,
author = {Jingshu Peng and
Yanyan Shen and
Lei Chen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL
Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {479--488},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00059},
doi = {10.1109/ICDM51629.2021.00059},
timestamp = {Mon, 09 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PengSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PhamYMZZ21,
author = {Thai{-}Hoang Pham and
Changchang Yin and
Laxmi Mehta and
Xueru Zhang and
Ping Zhang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View
Multi-Task Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {499--508},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00061},
doi = {10.1109/ICDM51629.2021.00061},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PhamYMZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Poux-MedardVL21,
author = {Ga{\"{e}}l Poux{-}M{\'{e}}dard and
Julien Velcin and
Sabine Loudcher},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Powered Hawkes-Dirichlet Process: Challenging Textual Clustering using
a Flexible Temporal Prior},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {509--518},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00062},
doi = {10.1109/ICDM51629.2021.00062},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Poux-MedardVL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QianPB21,
author = {Li Qian and
Claudia Plant and
Christian B{\"{o}}hm},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Density-Based Clustering for Adaptive Density Variation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1282--1287},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00158},
doi = {10.1109/ICDM51629.2021.00158},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QianPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QinWC021,
author = {Yijian Qin and
Xin Wang and
Peng Cui and
Wenwu Zhu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{GQNAS:} Graph {Q} Network for Neural Architecture Search},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1288--1293},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00159},
doi = {10.1109/ICDM51629.2021.00159},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/QinWC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QiuHY21,
author = {Ruihong Qiu and
Zi Huang and
Hongzhi Yin},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Memory Augmented Multi-Instance Contrastive Predictive Coding for
Sequential Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {519--528},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00063},
doi = {10.1109/ICDM51629.2021.00063},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QiuHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QuWZYD21,
author = {Chuanwei Qu and
Kuangmeng Wang and
Hong Zhang and
Guoxian Yu and
Carlotta Domeniconi},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Incomplete Multi-view Multi-label Active Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1294--1299},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00160},
doi = {10.1109/ICDM51629.2021.00160},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QuWZYD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RenYS021,
author = {Shaogang Ren and
Haiyan Yin and
Mingming Sun and
Ping Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Causal Discovery with Flow-based Conditional Density Estimation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1300--1305},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00161},
doi = {10.1109/ICDM51629.2021.00161},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RenYS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RenZFZXW21,
author = {Jiahuan Ren and
Zhao Zhang and
Jicong Fan and
Haijun Zhang and
Mingliang Xu and
Meng Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Robust Low-rank Deep Feature Recovery in CNNs: Toward Low Information
Loss and Fast Convergence},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {529--538},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00064},
doi = {10.1109/ICDM51629.2021.00064},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RenZFZXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RuchteG21,
author = {Michael Ruchte and
Josif Grabocka},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Scalable Pareto Front Approximation for Deep Multi-Objective Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1306--1311},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00162},
doi = {10.1109/ICDM51629.2021.00162},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RuchteG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SabetpourKXL21,
author = {Nasim Sabetpour and
Adithya Kulkarni and
Sihong Xie and
Qi Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Truth Discovery in Sequence Labels from Crowds},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {539--548},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00065},
doi = {10.1109/ICDM51629.2021.00065},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/SabetpourKXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SahnanDGB021,
author = {Dhruv Sahnan and
Snehil Dahiya and
Vasu Goel and
Anil Bandhakavi and
Tanmoy Chakraborty},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Better Prevent than React: Deep Stratified Learning to Predict Hate
Intensity of Twitter Reply Chains},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {549--558},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00066},
doi = {10.1109/ICDM51629.2021.00066},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SahnanDGB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SasakiO21,
author = {Yoichi Sasaki and
Yuzuru Okajima},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Alternative Ruleset Discovery to Support Black-box Model Predictions},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1312--1317},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00163},
doi = {10.1109/ICDM51629.2021.00163},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SasakiO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SawlaniZA21,
author = {Saurabh Sawlani and
Lingxiao Zhao and
Leman Akoglu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Fast Attributed Graph Embedding via Density of States},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {559--568},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00067},
doi = {10.1109/ICDM51629.2021.00067},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SawlaniZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SenarathMVPND21,
author = {Yasas Senarath and
Ayan Mukhopadhyay and
Sayyed Mohsen Vazirizade and
Hemant Purohit and
Saideep Nannapaneni and
Abhishek Dubey},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced
Data for Emergency Services},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1318--1323},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00164},
doi = {10.1109/ICDM51629.2021.00164},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SenarathMVPND21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SharmaBR21,
author = {Mandar Sharma and
John S. Brownstein and
Naren Ramakrishnan},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {T\({}^{\mbox{3}}\): Domain-Agnostic Neural Time-series Narration},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1324--1329},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00165},
doi = {10.1109/ICDM51629.2021.00165},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SharmaBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShethR21,
author = {Dev Yashpal Sheth and
Arun Rajkumar},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {PARWiS: Winner determination from Active Pairwise Comparisons under
a Shoestring Budget},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {569--578},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00068},
doi = {10.1109/ICDM51629.2021.00068},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShethR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SkrljP21,
author = {Blaz Skrlj and
Matej Petkovic},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Compressibility of Distributed Document Representations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1330--1335},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00166},
doi = {10.1109/ICDM51629.2021.00166},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SkrljP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SongHZJW21,
author = {Yuanfeng Song and
Xiaoling Huang and
Xuefang Zhao and
Di Jiang and
Raymond Chi{-}Wing Wong},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Multimodal N-best List Rescoring with Weakly Supervised Pre-training
in Hybrid Speech Recognition},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1336--1341},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00167},
doi = {10.1109/ICDM51629.2021.00167},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SongHZJW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SuLZY0021,
author = {Tongtong Su and
Qiyu Liang and
Jinsong Zhang and
Zhaoyang Yu and
Gang Wang and
Xiaoguang Liu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Attention-based Feature Interaction for Efficient Online Knowledge
Distillation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {579--588},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00069},
doi = {10.1109/ICDM51629.2021.00069},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SuLZY0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunLS21,
author = {Wu{-}Jiu Sun and
Xiao Fan Liu and
Fei Shen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Learning Dynamic User Interactions for Online Forum Commenting Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1342--1347},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00168},
doi = {10.1109/ICDM51629.2021.00168},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/SunLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanHW21,
author = {Chang Wei Tan and
Matthieu Herrmann and
Geoffrey I. Webb},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Ultra fast warping window optimization for Dynamic Time Warping},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {589--598},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00070},
doi = {10.1109/ICDM51629.2021.00070},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TanHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TangCQZC21,
author = {Zhe Tang and
Zhengyun Chen and
Fang Qi and
Lingyan Zhang and
Shuhong Chen},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Pest-YOLO: Deep Image Mining and Multi-Feature Fusion for Real-Time
Agriculture Pest Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1348--1353},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00169},
doi = {10.1109/ICDM51629.2021.00169},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TangCQZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TangX21,
author = {Qiao Tang and
Hong Xie},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {A Robust Algorithm to Unifying Offline Causal Inference and Online
Multi-armed Bandit Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {599--608},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00071},
doi = {10.1109/ICDM51629.2021.00071},
timestamp = {Wed, 05 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TangX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TaraviyaBL021,
author = {Meet Taraviya and
Anurag Beniwal and
Yen{-}Liang Lin and
Larry Davis},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {PSANet - subspace attention for personalized compatibility},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1354--1360},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00170},
doi = {10.1109/ICDM51629.2021.00170},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TaraviyaBL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Tatti21,
author = {Nikolaj Tatti},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Fast computation of distance-generalized cores using sampling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {609--618},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00072},
doi = {10.1109/ICDM51629.2021.00072},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Tatti21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TianXS21,
author = {Sheng Tian and
Tao Xiong and
Leilei Shi},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Streaming Dynamic Graph Neural Networks for Continuous-Time Temporal
Graph Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1361--1366},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00171},
doi = {10.1109/ICDM51629.2021.00171},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TianXS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TingWWZ21,
author = {Kai Ming Ting and
Takashi Washio and
Jonathan R. Wells and
Hang Zhang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Isolation Kernel Density Estimation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {619--628},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00073},
doi = {10.1109/ICDM51629.2021.00073},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TingWWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TobinZ21,
author = {Joshua Tobin and
Mimi Zhang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{DCF:} An Efficient and Robust Density-Based Clustering Method},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {629--638},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00074},
doi = {10.1109/ICDM51629.2021.00074},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TobinZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TohaRSHSI21,
author = {Tarik Reza Toha and
Masfiqur Rahaman and
Saiful Islam Salim and
Mainul Hossain and
Arif Mohaimin Sadri and
A. B. M. Alim Al Islam},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {DhakaNet: Unstructured Vehicle Detection using Limited Computational
Resources},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1367--1372},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00172},
doi = {10.1109/ICDM51629.2021.00172},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TohaRSHSI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TononV21,
author = {Andrea Tonon and
Fabio Vandin},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{CASPITA:} Mining Statistically Significant Paths in Time Series Data
from an Unknown Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {639--648},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00075},
doi = {10.1109/ICDM51629.2021.00075},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TononV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TraganitisG21,
author = {Panagiotis A. Traganitis and
Georgios B. Giannakis},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Detecting adversaries in Crowdsourcing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1373--1378},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00174},
doi = {10.1109/ICDM51629.2021.00174},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TraganitisG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VahedianZ21,
author = {Amin Vahedian and
Xun Zhou},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Precise Bayes Classifier: Summary of Results},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {649--658},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00076},
doi = {10.1109/ICDM51629.2021.00076},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VahedianZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VervaetCC21,
author = {Arthur Vervaet and
Raja Chiky and
Mar Callau{-}Zori},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{USTEP:} Unfixed Search Tree for Efficient Log Parsing},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {659--668},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00077},
doi = {10.1109/ICDM51629.2021.00077},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VervaetCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VijaikumarHS21,
author = {M. Vijaikumar and
Deepesh V. Hada and
Shirish K. Shevade},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized
List Continuation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1210--1215},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00146},
doi = {10.1109/ICDM51629.2021.00146},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VijaikumarHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WanS21,
author = {Guihong Wan and
Haim Schweitzer},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {A Lookahead Algorithm for Robust Subspace Recovery},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1379--1384},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00175},
doi = {10.1109/ICDM51629.2021.00175},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WanS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0C021,
author = {Daheng Wang and
Tong Zhao and
Nitesh V. Chawla and
Meng Jiang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Dynamic Attributed Graph Prediction with Conditional Normalizing Flows},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1385--1390},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00176},
doi = {10.1109/ICDM51629.2021.00176},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Wang0C021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0JSDF21,
author = {Dongjie Wang and
Kunpeng Liu and
Pauline Johnson and
Leilei Sun and
Bowen Du and
Yanjie Fu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Deep Human-guided Conditional Variational Generative Modeling for
Automated Urban Planning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {679--688},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00079},
doi = {10.1109/ICDM51629.2021.00079},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wang0JSDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0LM21,
author = {Yongjie Wang and
Ke Wang and
Cheng Long and
Chunyan Miao},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Summarizing User-Item Matrix By Group Utility Maximization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1409--1414},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00180},
doi = {10.1109/ICDM51629.2021.00180},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Wang0LM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangCYWFP21,
author = {Wei{-}Yao Wang and
Teng{-}Fong Chan and
Hui{-}Kuo Yang and
Chih{-}Chuan Wang and
Yao{-}Chung Fan and
Wen{-}Chih Peng},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Exploring the Long Short-Term Dependencies to Infer Shot Influence
in Badminton Matches},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1397--1402},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00178},
doi = {10.1109/ICDM51629.2021.00178},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangCYWFP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLC21,
author = {Lu Wang and
Yan Li and
Mark H. Chignell},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Combining Ranking and Point-wise Losses for Training Deep Survival
Analysis Models},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {689--698},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00080},
doi = {10.1109/ICDM51629.2021.00080},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangSL021,
author = {Dingrong Wang and
Hitesh Sapkota and
Xumin Liu and
Qi Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Deep Reinforced Attention Regression for Partial Sketch Based Image
Retrieval},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {669--678},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00078},
doi = {10.1109/ICDM51629.2021.00078},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangSL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangXNYZY21,
author = {Xiaosu Wang and
Yun Xiong and
Hao Niu and
Jingwen Yue and
Yangyong Zhu and
Philip S. Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {BioHanBERT: {A} Hanzi-aware Pre-trained Language Model for Chinese
Biomedical Text Mining},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1415--1420},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00181},
doi = {10.1109/ICDM51629.2021.00181},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangXNYZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangZLQCYZC021,
author = {Lichen Wang and
Bo Zong and
Yunyu Liu and
Can Qin and
Wei Cheng and
Wenchao Yu and
Xuchao Zhang and
Haifeng Chen and
Yun Fu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Aspect-based Sentiment Classification via Reinforcement Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1391--1396},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00177},
doi = {10.1109/ICDM51629.2021.00177},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangZLQCYZC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangZPYZDB0ZP21,
author = {Yuwei Wang and
Yan Zheng and
Yanqing Peng and
Chin{-}Chia Michael Yeh and
Zhongfang Zhuang and
Mahashweta Das and
Mangesh Bendre and
Feifei Li and
Wei Zhang and
Jeff M. Phillips},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Constrained Non-Affine Alignment of Embeddings},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1403--1408},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00179},
doi = {10.1109/ICDM51629.2021.00179},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangZPYZDB0ZP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wei021,
author = {Wenjuan Wei and
Lu Feng},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Nonlinear Causal Structure Learning for Mixed Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {709--718},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00082},
doi = {10.1109/ICDM51629.2021.00082},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wei021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WeiLWQL21,
author = {Yuhua Wei and
Xiaoyu Li and
Jishang Wei and
Buyue Qian and
Chen Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Learning to Reweight Samples with Offline Loss Sequence},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {719--728},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00083},
doi = {10.1109/ICDM51629.2021.00083},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WeiLWQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WenCWT21,
author = {Jing Wen and
Bi{-}Yi Chen and
Chang{-}Dong Wang and
Zhihong Tian},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{PRGAN:} Personalized Recommendation with Conditional Generative Adversarial
Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {729--738},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00084},
doi = {10.1109/ICDM51629.2021.00084},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WenCWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wijesinghe0G21,
author = {Asiri Wijesinghe and
Qing Wang and
Stephen Gould},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {A Regularized Wasserstein Framework for Graph Kernels},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {739--748},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00085},
doi = {10.1109/ICDM51629.2021.00085},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wijesinghe0G21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wu021,
author = {Yanzhao Wu and
Ling Liu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Boosting Deep Ensemble Performance with Hierarchical Pruning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1433--1438},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00184},
doi = {10.1109/ICDM51629.2021.00184},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wu021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuLM0WDM21,
author = {Daqing Wu and
Xiao Luo and
Zeyu Ma and
Chong Chen and
Pengfei Wang and
Minghua Deng and
Jinwen Ma},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Composition-Enhanced Graph Collaborative Filtering for Multi-behavior
Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1427--1432},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00183},
doi = {10.1109/ICDM51629.2021.00183},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WuLM0WDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuYPY21,
author = {Bang Wu and
Xiangwen Yang and
Shirui Pan and
Xingliang Yuan},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Adapting Membership Inference Attacks to {GNN} for Graph Classification:
Approaches and Implications},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1421--1426},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00182},
doi = {10.1109/ICDM51629.2021.00182},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuYPY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoQFDWZ21,
author = {Meng Xiao and
Ziyue Qiao and
Yanjie Fu and
Yi Du and
Pengyang Wang and
Yuanchun Zhou},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Expert Knowledge-Guided Length-Variant Hierarchical Label Generation
for Proposal Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {757--766},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00087},
doi = {10.1109/ICDM51629.2021.00087},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoQFDWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XieHJ0ZGR21,
author = {Yiqun Xie and
Erhu He and
Xiaowei Jia and
Han Bao and
Xun Zhou and
Rahul Ghosh and
Praveen Ravirathinam},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {A Statistically-Guided Deep Network Transformation and Moderation
Framework for Data with Spatial Heterogeneity},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {767--776},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00088},
doi = {10.1109/ICDM51629.2021.00088},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XieHJ0ZGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Xu0WW21,
author = {Le Xu and
Lei Cheng and
Ngai Wong and
Yik{-}Chung Wu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Overfitting Avoidance in Tensor Train Factorization and Completion:
Prior Analysis and Inference},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1439--1444},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00185},
doi = {10.1109/ICDM51629.2021.00185},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Xu0WW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuXSLLXW21,
author = {Xiao Xu and
Xian Xu and
Yuyao Sun and
Xiaoshuang Liu and
Xiang Li and
Guotong Xie and
Fei Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Predictive Modeling of Clinical Events with Mutual Enhancement Between
Longitudinal Patient Records and Medical Knowledge Graph},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {777--786},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00089},
doi = {10.1109/ICDM51629.2021.00089},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XuXSLLXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangCLYX21,
author = {Haoran Yang and
Hongxu Chen and
Lin Li and
Philip S. Yu and
Guandong Xu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {787--796},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00090},
doi = {10.1109/ICDM51629.2021.00090},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YangCLYX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangFD0021,
author = {Shuo Yang and
Zeyu Feng and
Pei Du and
Bo Du and
Chang Xu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Structure-Aware Stabilization of Adversarial Robustness with Massive
Contrastive Adversaries},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {807--816},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00092},
doi = {10.1109/ICDM51629.2021.00092},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangFD0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangHC0021,
author = {Qingping Yang and
Yingpeng Hu and
Rongyu Cao and
Hongwei Li and
Ping Luo},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Zero-shot Key Information Extraction from Mixed-Style Tables: Pre-training
on Wikipedia},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1451--1456},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00187},
doi = {10.1109/ICDM51629.2021.00187},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangHC0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangL021,
author = {Song Yang and
Jiamou Liu and
Kaiqi Zhao},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Space Meets Time: Local Spacetime Neural Network For Traffic Flow
Forecasting},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {817--826},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00093},
doi = {10.1109/ICDM51629.2021.00093},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YangL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangLL21,
author = {Peng Yang and
Xiaoyun Li and
Ping Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Graph-based Adversarial Online Kernel Learning with Adaptive Embedding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {797--806},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00091},
doi = {10.1109/ICDM51629.2021.00091},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangW0Y21,
author = {Hao Yang and
Min Wang and
Yun Zhou and
Yongxin Yang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Towards Stochastic Neural Network via Feature Distribution Calibration},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1445--1450},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00186},
doi = {10.1109/ICDM51629.2021.00186},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YangW0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YenL21,
author = {Jui{-}Nan Yen and
Chih{-}Jen Lin},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Limited-memory Common-directions Method With Subsampled Newton Directions
for Large-scale Linear Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1457--1462},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00188},
doi = {10.1109/ICDM51629.2021.00188},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YenL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YooKYKJK21,
author = {Jaemin Yoo and
Junghun Kim and
Hoyoung Yoon and
Geonsoo Kim and
Changwon Jang and
U Kang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Accurate Graph-Based {PU} Learning without Class Prior},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {827--836},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00094},
doi = {10.1109/ICDM51629.2021.00094},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YooKYKJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuJLHWT021,
author = {Zhizhi Yu and
Di Jin and
Ziyang Liu and
Dongxiao He and
Xiao Wang and
Hanghang Tong and
Jiawei Han},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{AS-GCN:} Adaptive Semantic Architecture of Graph Convolutional Networks
for Text-Rich Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {837--846},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00095},
doi = {10.1109/ICDM51629.2021.00095},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YuJLHWT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuLS21,
author = {Miao Yu and
Wenbin Lu and
Rui Song},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Online Testing of Subgroup Treatment Effects Based on Value Difference},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1463--1468},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00189},
doi = {10.1109/ICDM51629.2021.00189},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YuLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuanW21,
author = {Jingyi Yuan and
Yang Weng},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Physics Interpretable Shallow-Deep Neural Networks for Physical System
Identification with Unobservability},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {847--856},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00096},
doi = {10.1109/ICDM51629.2021.00096},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuanW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zang021,
author = {Chengxi Zang and
Fei Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{SCEHR:} Supervised Contrastive Learning for Clinical Risk Prediction
using Electronic Health Records},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {857--866},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00097},
doi = {10.1109/ICDM51629.2021.00097},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Zang021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zhang00BX0S21,
author = {Ge Zhang and
Jia Wu and
Jian Yang and
Amin Beheshti and
Shan Xue and
Chuan Zhou and
Quan Z. Sheng},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{FRAUDRE:} Fraud Detection Dual-Resistant to Graph Inconsistency and
Imbalance},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {867--876},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00098},
doi = {10.1109/ICDM51629.2021.00098},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Zhang00BX0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zhang0H21,
author = {Yanfu Zhang and
Lei Luo and
Heng Huang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Unified Fairness from Data to Learning Algorithm},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1499--1504},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00195},
doi = {10.1109/ICDM51629.2021.00195},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Zhang0H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zhang0SG021,
author = {Mingyang Zhang and
Yong Li and
Funing Sun and
Diansheng Guo and
Pan Hui},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Adaptive Spatio-Temporal Convolutional Network for Traffic Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1475--1480},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00191},
doi = {10.1109/ICDM51629.2021.00191},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Zhang0SG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangD21,
author = {Jiuling Zhang and
Zhiming Ding},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Robustifying {DARTS} by Eliminating Information Bypass Leakage via
Explicit Sparse Regularization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {877--885},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00099},
doi = {10.1109/ICDM51629.2021.00099},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangJ0YZXW21,
author = {Zhao Zhang and
Weiming Jiang and
Yang Wang and
Qiaolin Ye and
Mingbo Zhao and
Mingliang Xu and
Meng Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Discriminative Additive Scale Loss for Deep Imbalanced Classification
and Embedding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {936--945},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00105},
doi = {10.1109/ICDM51629.2021.00105},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangJ0YZXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLZL021,
author = {Yingxue Zhang and
Yanhua Li and
Xun Zhou and
Zhenming Liu and
Jun Luo},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {C\({}^{\mbox{3}}\)-GAN: Complex-Condition-Controlled Urban Traffic
Estimation through Generative Adversarial Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1505--1510},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00196},
doi = {10.1109/ICDM51629.2021.00196},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLZL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLZMZF021,
author = {Xin Zhang and
Yanhua Li and
Xun Zhou and
Oren Mangoubi and
Ziming Zhang and
Vincent Filardi and
Jun Luo},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{DAC-ML:} Domain Adaptable Continuous Meta-Learning for Urban Dynamics
Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {906--915},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00102},
doi = {10.1109/ICDM51629.2021.00102},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLZMZF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLZYYW21,
author = {Zhao Zhang and
Xianzhen Li and
Haijun Zhang and
Yi Yang and
Shuicheng Yan and
Meng Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Triplet Deep Subspace Clustering via Self-Supervised Data Augmentation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {946--955},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00106},
doi = {10.1109/ICDM51629.2021.00106},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLZYYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLZZZW21,
author = {Shuai Zhang and
Jianxin Li and
Haoyi Zhou and
Qishan Zhu and
Shanghang Zhang and
Danding Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{MERITS:} Medication Recommendation for Chronic Disease with Irregular
Time-Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1481--1486},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00192},
doi = {10.1109/ICDM51629.2021.00192},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangLZZZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangSLWLL21,
author = {Li Zhang and
Shitian Shen and
Lingxiao Li and
Han Wang and
Xueying Li and
Jun Lang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Jointly Multi-Similarity Loss for Deep Metric Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1469--1474},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00190},
doi = {10.1109/ICDM51629.2021.00190},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangSLWLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangW21,
author = {Zizhuo Zhang and
Bang Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Graph Neighborhood Routing and Random Walk for Session-based Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1517--1522},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00198},
doi = {10.1109/ICDM51629.2021.00198},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangWLYZ21,
author = {Ziming Zhang and
Guojun Wu and
Yanhua Li and
Yun Yue and
Xun Zhou},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Deep Incremental {RNN} for Learning Sequential Data: {A} Lyapunov
Stable Dynamical System},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {966--975},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00108},
doi = {10.1109/ICDM51629.2021.00108},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangWLYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangYPPJ021,
author = {Wang Zhang and
Yang Yu and
Ting Pan and
Lin Pan and
Pengfei Jiao and
Wenjun Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Generating Structural Node Representations via Higher-order Features
and Adversarial Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1487--1492},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00193},
doi = {10.1109/ICDM51629.2021.00193},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangYPPJ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangYZ21,
author = {Zicong Zhang and
Changchang Yin and
Ping Zhang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Temporal Clustering with External Memory Network for Disease Progression
Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {956--965},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00107},
doi = {10.1109/ICDM51629.2021.00107},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZJL21,
author = {Xu Zhang and
Liang Zhang and
Bo Jin and
Xinjiang Lu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {A Multi-view Confidence-calibrated Framework for Fair and Stable Graph
Representation Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1493--1498},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00194},
doi = {10.1109/ICDM51629.2021.00194},
timestamp = {Fri, 28 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZJZ21,
author = {Zhao{-}Yu Zhang and
Shao{-}Qun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{LIFE:} Learning Individual Features for Multivariate Time Series
Prediction with Missing Values},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1511--1516},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00197},
doi = {10.1109/ICDM51629.2021.00197},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZZ021,
author = {Yishuo Zhang and
Nayyar Abbas Zaidi and
Jiahui Zhou and
Gang Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{GANBLR:} {A} Tabular Data Generation Model},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {181--190},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00103},
doi = {10.1109/ICDM51629.2021.00103},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoLFLTWCZLY21,
author = {Xiangyu Zhao and
Haochen Liu and
Wenqi Fan and
Hui Liu and
Jiliang Tang and
Chong Wang and
Ming Chen and
Xudong Zheng and
Xiaobing Liu and
Xiwang Yang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {AutoEmb: Automated Embedding Dimensionality Search in Streaming Recommendations},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {896--905},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00101},
doi = {10.1109/ICDM51629.2021.00101},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoLFLTWCZLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoYLYDC21,
author = {Yunfeng Zhao and
Guoxian Yu and
Lei Liu and
Zhongmin Yan and
Carlotta Domeniconi and
Lizhen Cui},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Few-Shot Partial Multi-Label Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {926--935},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00104},
doi = {10.1109/ICDM51629.2021.00104},
timestamp = {Tue, 17 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoYLYDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhengGLZ21,
author = {Li Zheng and
Jun Gao and
Zhao Li and
Ji Zhang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {AdaBoosting Clusters on Graph Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1523--1528},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00199},
doi = {10.1109/ICDM51629.2021.00199},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhengGLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouS0LH21,
author = {Cangqi Zhou and
Jinling Shang and
Jing Zhang and
Qianmu Li and
Dianming Hu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Topic-Attentive Encoder-Decoder with Pre-Trained Language Model for
Keyphrase Generation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1529--1534},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00200},
doi = {10.1109/ICDM51629.2021.00200},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouS0LH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouYZT21,
author = {Dongming Zhou and
Jing Yang and
Canlong Zhang and
Yanping Tang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Joint Scence Network and Attention-Guided for Image Captioning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1535--1540},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00201},
doi = {10.1109/ICDM51629.2021.00201},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouYZT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuL21,
author = {Ronghang Zhu and
Sheng Li},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Self-supervised Universal Domain Adaptation with Adaptive Memory Separation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1547--1552},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00203},
doi = {10.1109/ICDM51629.2021.00203},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuLLLW21,
author = {Xunyu Zhu and
Jian Li and
Yong Liu and
Jun Liao and
Weiping Wang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Operation-level Progressive Differentiable Architecture Search},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1559--1564},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00205},
doi = {10.1109/ICDM51629.2021.00205},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuLLLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuWWXL21,
author = {Xiaoyan Zhu and
Ting Wang and
Jiayin Wang and
Ying Xu and
Yuqian Liu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {A new multiple instance algorithm using structural information},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1553--1558},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00204},
doi = {10.1109/ICDM51629.2021.00204},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhuWWXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZuoZT21,
author = {Jingwei Zuo and
Karine Zeitouni and
Yehia Taher},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{SMATE:} Semi-Supervised Spatio-Temporal Representation Learning on
Multivariate Time Series},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1565--1570},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00206},
doi = {10.1109/ICDM51629.2021.00206},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZuoZT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/AakurIINBRR21,
author = {Sathyanarayanan N. Aakur and
Vineela Indla and
Vennela Indla and
Sai Narayanan and
Arunkumar Bagavathi and
Vishalini Laguduva Ramnath and
Akhilesh Ramachandran},
title = {Metagenome2Vec: Building Contextualized Representations for Scalable
Metagenome Analysis},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {500--507},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00067},
doi = {10.1109/ICDMW53433.2021.00067},
timestamp = {Fri, 28 Jan 2022 14:58:53 +0100},
biburl = {https://dblp.org/rec/conf/incdm/AakurIINBRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/AggarwalSKYKFL21,
author = {Deeksha Aggarwal and
J. Senthilnath and
Uttam Kumar and
Vivek Yadav and
Sushant Kulkarni and
Md Meftahul Ferdaus and
Xiaoli Li},
title = {{SGDOL:} Self-evolving Generative and Discriminative Online Learning
for Data Stream Classification},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {322--330},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00047},
doi = {10.1109/ICDMW53433.2021.00047},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/AggarwalSKYKFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/AgrawalPSBVN21,
author = {Parag Agrawal and
Priyadarshi and
Vikrant Shimpi and
Neha Behl and
Deepa Vaidyanathan and
Maitreya Natu},
title = {Prediction Diagnostics - Addressing data veracity in predicting batch
processes},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {201--207},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00032},
doi = {10.1109/ICDMW53433.2021.00032},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/AgrawalPSBVN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/AlamRAIL21,
author = {Md. Tanvir Alam and
Amit Roy and
Chowdhury Farhan Ahmed and
Md. Ashraful Islam and
Carson K. Leung},
title = {Mining High Utility Subgraphs},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {566--573},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00075},
doi = {10.1109/ICDMW53433.2021.00075},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/AlamRAIL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/AndersenCJTZ21,
author = {Nicklas Sindlev Andersen and
Marco Chiarandini and
Stefan J{\"{a}}nicke and
Panagiotis Tampakis and
Arthur Zimek},
title = {Detecting Wandering Behavior of People with Dementia},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {727--733},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00095},
doi = {10.1109/ICDMW53433.2021.00095},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/AndersenCJTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/BaroK21,
author = {Johanna Baro and
Mostepha Khouadjia},
title = {Passenger flow forecasting on transportation network: sensitivity
analysis of the spatiotemporal features},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {734--741},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00096},
doi = {10.1109/ICDMW53433.2021.00096},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/BaroK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/BeerSS21,
author = {Anna Beer and
Lisa Stephan and
Thomas Seidl},
title = {LUCKe - Connecting Clustering and Correlation Clustering},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {431--440},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00059},
doi = {10.1109/ICDMW53433.2021.00059},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/BeerSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/BelyakovS21,
author = {Boris Belyakov and
Dmitry Sizykh},
title = {Deep Reinforcement Learning Task for Portfolio Construction},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1077--1082},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00139},
doi = {10.1109/ICDMW53433.2021.00139},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/BelyakovS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/BernardoZV21,
author = {Alessio Bernardo and
Giacomo Ziffer and
Emanuele Della Valle},
title = {IEBench: Benchmarking Streaming Learners on Imbalanced Evolving Data
Streams},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {331--340},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00048},
doi = {10.1109/ICDMW53433.2021.00048},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/BernardoZV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/BuschHHKS21,
author = {Julian Busch and
Maximilian H{\"{u}}nem{\"{o}}rder and
Janis Held and
Peer Kr{\"{o}}ger and
Thomas Seidl},
title = {Implicit Hough Transform Neural Networks for Subspace Clustering},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {441--448},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00060},
doi = {10.1109/ICDMW53433.2021.00060},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/BuschHHKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/CaiBHLYC21,
author = {Xingyu Cai and
Yuchen Bian and
Jiaji Huang and
Boxiang Liu and
Jiahong Yuan and
Kenneth Church},
title = {{SSPF:} a Simple and Scalable Parameter Free Clustering Method},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {659--668},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00087},
doi = {10.1109/ICDMW53433.2021.00087},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/CaiBHLYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/CaoLYC21,
author = {Chen Cao and
Shihao Li and
Shuo Yu and
Zhikui Chen},
title = {Fake Reviewer Group Detection in Online Review Systems},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {935--942},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00122},
doi = {10.1109/ICDMW53433.2021.00122},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/CaoLYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/CastilloOG21,
author = {Juan Antonio Romero del Castillo and
Domingo Ortiz{-}Boyer and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas},
title = {Instance selection for multi-label learning based on a scalable evolutionary
algorithm},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {843--851},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00108},
doi = {10.1109/ICDMW53433.2021.00108},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/CastilloOG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/ChenCOLMW21,
author = {Xucan Chen and
Wei Cheng and
Marie Ouellet and
Yuan Li and
David Maimon and
Yubao Wu},
title = {Identifying Darknet Vendor Wallets by Matching Feedback Reviews with
Bitcoin Transactions},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {788--797},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00102},
doi = {10.1109/ICDMW53433.2021.00102},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/ChenCOLMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/ChenFNW21,
author = {Yangming Chen and
Philippe Fournier{-}Viger and
Farid Nouioua and
Youxi Wu},
title = {Sequence Prediction using Partially-Ordered Episode Rules},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {574--580},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00076},
doi = {10.1109/ICDMW53433.2021.00076},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/ChenFNW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/ChenG21,
author = {Xinye Chen and
Stefan G{\"{u}}ttel},
title = {A fast sorting-based aggregation method for symbolic time series representation},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1009--1016},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00131},
doi = {10.1109/ICDMW53433.2021.00131},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/ChenG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/ChenY21,
author = {Yixing Chen and
JingTao Yao},
title = {Sentiment Analysis Using Part-of-Speech-Based Feature Extraction and
Game-Theoretic Rough Sets},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {110--117},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00020},
doi = {10.1109/ICDMW53433.2021.00020},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/ChenY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/ChenZ21,
author = {Minghao Chen and
Jiale Zheng},
title = {Incorporating Adjacent User Modeling into Session-based Recommendation
with Graph Neural Networks},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00008},
doi = {10.1109/ICDMW53433.2021.00008},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/ChenZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/ChongLFHSTR21,
author = {David Chong and
Erl Lee and
Matthew Fan and
Pavan Holur and
Shadi Shahsavari and
Timothy R. Tangherlini and
Vwani P. Roychowdhury},
title = {A real-time platform for contextualized conspiracy theory analysis},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {118--127},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00021},
doi = {10.1109/ICDMW53433.2021.00021},
timestamp = {Fri, 27 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/ChongLFHSTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/Coma-PuigC21,
author = {Bernat Coma{-}Puig and
Josep Carmona},
title = {A Human-in-the-Loop Approach based on Explainability to Improve {NTL}
Detection},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {943--950},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00123},
doi = {10.1109/ICDMW53433.2021.00123},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/Coma-PuigC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/CongL21,
author = {Guojing Cong and
Seung{-}Hwan Lim},
title = {Versatile feature learning with graph convolutions and graph structures},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {669--677},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00088},
doi = {10.1109/ICDMW53433.2021.00088},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/CongL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/ConnellW21,
author = {Chris Connell and
Yang Wang},
title = {TensorMode Algorithm for Network Embedding in Dynamic Environments},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {449--459},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00061},
doi = {10.1109/ICDMW53433.2021.00061},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/ConnellW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/CoupetteSS21,
author = {Corinna Coupette and
Jyotsna Singh and
Holger Spamann},
title = {Simplify Your Law: Using Information Theory to Deduplicate Legal Documents},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {631--638},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00083},
doi = {10.1109/ICDMW53433.2021.00083},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/CoupetteSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/DallmannKZH21,
author = {Alexander Dallmann and
Johannes Kohlmann and
Daniel Zoller and
Andreas Hotho},
title = {Sequential Item Recommendation in the {MOBA} Game Dota 2},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {10--17},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00009},
doi = {10.1109/ICDMW53433.2021.00009},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/DallmannKZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/DasGCPL21,
author = {Atrik Das and
Kushal Sai Gunturi and
Aditya Chandrasekhar and
Abhinandan Padhi and
Qian Liu},
title = {Automated Pipeline for Sentiment Analysis of Political Tweets},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {128--135},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00022},
doi = {10.1109/ICDMW53433.2021.00022},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/DasGCPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/DemirNXZ21,
author = {Kaan Demir and
Bach Hoai Nguyen and
Bing Xue and
Mengjie Zhang},
title = {Multi-objective Feature Selection with a Sparsity-based Objective
Function and Gradient Local Search for Multi-label Classification},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {823--832},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00106},
doi = {10.1109/ICDMW53433.2021.00106},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/DemirNXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/DereventsovVW21,
author = {Anton Dereventsov and
Ranga Raju Vatsavai and
Clayton G. Webster},
title = {On the Unreasonable Efficiency of State Space Clustering in Personalization
Tasks},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {742--749},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00097},
doi = {10.1109/ICDMW53433.2021.00097},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/DereventsovVW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/DhontTG21,
author = {Michiel Dhont and
Elena Tsiporkova and
Nicol{\'{a}}s Gonz{\'{a}}lez{-}Deleito},
title = {Deriving Spatio-temporal Trajectory Fingerprints from Mobility Data
using Non-Negative Matrix Factorisation},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {750--759},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00098},
doi = {10.1109/ICDMW53433.2021.00098},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/DhontTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/DialloNO21,
author = {Abdoul Wahab Diallo and
Nd{\`{e}}ye Niang and
Mory Ouattara},
title = {Sparse Subspace K-means},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {678--685},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00089},
doi = {10.1109/ICDMW53433.2021.00089},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/DialloNO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/DuDXCMY21,
author = {Jiangshu Du and
Yingtong Dou and
Congying Xia and
Limeng Cui and
Jing Ma and
Philip S. Yu},
title = {Cross-lingual {COVID-19} Fake News Detection},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {859--862},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00110},
doi = {10.1109/ICDMW53433.2021.00110},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/DuDXCMY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/FoumaniTS21,
author = {Seyed Navid Mohammadi Foumani and
Chang Wei Tan and
Mahsa Salehi},
title = {Disjoint-CNN for Multivariate Time Series Classification},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {760--769},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00099},
doi = {10.1109/ICDMW53433.2021.00099},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/FoumaniTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/FujitaYSMK21,
author = {Momoko Fujita and
Akari Yamada and
Mao Susuki and
Hiroya Makino and
Eisuke Kita},
title = {Application of Machine Learning for Growth Environment Prediction
in Agriculture},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {208--213},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00033},
doi = {10.1109/ICDMW53433.2021.00033},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/FujitaYSMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/Garg21,
author = {Yash Garg},
title = {ReTriM: Reconstructive Triplet Loss for Learning Reduced Embeddings
for Multi-Variate Time Series},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {460--465},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00062},
doi = {10.1109/ICDMW53433.2021.00062},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/Garg21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GawronPRSK21,
author = {Karol Gawron and
Michal Pogoda and
Norbert Ropiak and
Michal Swedrowski and
Jan Kocon},
title = {Deep Neural Language-agnostic Multi-task Text Classifier},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {136--142},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00023},
doi = {10.1109/ICDMW53433.2021.00023},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/GawronPRSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GiulianiGH21,
author = {Giuliano Giuliani and
Fabrizio Giuliani and
Summer M. Husband},
title = {A data-driven approach to predict hourly bill rates for {US} contingent
workers},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {214--221},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00034},
doi = {10.1109/ICDMW53433.2021.00034},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/GiulianiGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GrecoC21,
author = {Salvatore Greco and
Tania Cerquitelli},
title = {Drift Lens: Real-time unsupervised Concept Drift detection by evaluating
per-label embedding distributions},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {341--349},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00049},
doi = {10.1109/ICDMW53433.2021.00049},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/GrecoC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GuVP21,
author = {Kang Gu and
Soroush Vosoughi and
Temiloluwa Prioleau},
title = {Feature Selection for Multivariate Time Series via Network Pruning},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1017--1024},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00132},
doi = {10.1109/ICDMW53433.2021.00132},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/GuVP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GuoLY21,
author = {Wengang Guo and
Kaiyan Lin and
Wei Ye},
title = {Deep Embedded K-Means Clustering},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {686--694},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00090},
doi = {10.1109/ICDMW53433.2021.00090},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/GuoLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GuzyWK21,
author = {Filip Guzy and
Michal Wozniak and
Bartosz Krawczyk},
title = {Evaluating and Explaining Generative Adversarial Networks for Continual
Learning under Concept Drift},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {295--303},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00044},
doi = {10.1109/ICDMW53433.2021.00044},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/GuzyWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/HammadehZK21,
author = {Ali Hammadeh and
Amin Zayani and
Andreas W. Kempa{-}Liehr},
title = {Time Series Ordinal Regression for Supporting the Storage of Temperature
Sensitive Medication in Domestic Refrigerators},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1025--1031},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00133},
doi = {10.1109/ICDMW53433.2021.00133},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/HammadehZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/HaritzPLK21,
author = {Pierre Haritz and
Lukas Pfahler and
Thomas Liebig and
Helena Kotthaus},
title = {Self-Supervised Source Code Annotation from Related Research Papers},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1083--1084},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00140},
doi = {10.1109/ICDMW53433.2021.00140},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/HaritzPLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/HendersonF21,
author = {Trent Henderson and
Ben D. Fulcher},
title = {An Empirical Evaluation of Time-Series Feature Sets},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1032--1038},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00134},
doi = {10.1109/ICDMW53433.2021.00134},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/HendersonF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/HeseCAT21,
author = {Peter Van Hese and
Henrique Cabral and
Wouter Aerts and
Elena Tsiporkova},
title = {Functional Foot Segmentation Based on Plantar Pressure Measurements
for Profiling Subjects Performing a Running Exercise},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {770--777},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00100},
doi = {10.1109/ICDMW53433.2021.00100},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/HeseCAT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/Hinterreiter21,
author = {Smilla Hinterreiter},
title = {A Gamified Approach To Automatically Detect Biased Wording And Train
Critical Reading},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1085--1086},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00141},
doi = {10.1109/ICDMW53433.2021.00141},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/Hinterreiter21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/HouRFSX21,
author = {Mingliang Hou and
Jing Ren and
Falih Febrinanto and
Ahsan Shehzad and
Feng Xia},
title = {Cross Network Representation Matching with Outliers},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {951--958},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00124},
doi = {10.1109/ICDMW53433.2021.00124},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/HouRFSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/IslamSSPR21,
author = {Jahedul Islam and
Shubiour Shuvo and
Tonmoy Sarker and
Mohammad Zavid Parvez and
Md Anisur Rahman},
title = {Sentiment Analysis Framework Using Data Driven Approach},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {143--150},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00024},
doi = {10.1109/ICDMW53433.2021.00024},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/IslamSSPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/JCT21,
author = {Ashok Kumar J and
Erik Cambria and
Tina Esther Trueman},
title = {{DUSE:} {A} New Benchmark Dataset for Drug User Sentiment Extraction},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {174--178},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00028},
doi = {10.1109/ICDMW53433.2021.00028},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/JCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/JiangC21,
author = {Ruijin Jiang and
Zhaohui Cheng},
title = {Mixture Gaussian Prototypes for Few-Shot Learning},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {902--908},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00118},
doi = {10.1109/ICDMW53433.2021.00118},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/JiangC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/JiangLZYZC21,
author = {Wei Jiang and
Fangquan Lin and
Jihai Zhang and
Cheng Yang and
Hanwei Zhang and
Ziqiang Cui},
title = {Dynamic Sequential Recommendation: Decoupling User Intent from Temporal
Context},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {18--26},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00010},
doi = {10.1109/ICDMW53433.2021.00010},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/JiangLZYZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/JiangWLWTZC21,
author = {Dazhi Jiang and
Runguo Wei and
Hao Liu and
Jintao Wen and
Geng Tu and
Lin Zheng and
Erik Cambria},
title = {A Multitask Learning Framework for Multimodal Sentiment Analysis},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {151--157},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00025},
doi = {10.1109/ICDMW53433.2021.00025},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/JiangWLWTZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/JuYW21,
author = {Xuchan Ju and
Zhenghao Yan and
Tianhe Wang},
title = {Overview of Optimization Algorithms for Large-scale Support Vector
Machines},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {909--916},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00119},
doi = {10.1109/ICDMW53433.2021.00119},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/JuYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/Kaneko21,
author = {Yuta Kaneko},
title = {A Time-series Analysis of How Google Trends Searches Affect Cryptocurrency
Prices for Decentralized Finance and Non-Fungible Tokens},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {222--227},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00035},
doi = {10.1109/ICDMW53433.2021.00035},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/Kaneko21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KazemeiniRMC21,
author = {Amirmohammad Kazemeini and
Sudipta Singha Roy and
Robert E. Mercer and
Erik Cambria},
title = {Interpretable Representation Learning for Personality Detection},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {158--165},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00026},
doi = {10.1109/ICDMW53433.2021.00026},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/KazemeiniRMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KelenB21,
author = {Domokos M. Kelen and
Andr{\'{a}}s A. Bencz{\'{u}}r},
title = {A probabilistic perspective on nearest neighbor for implicit recommendation},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {27--35},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00011},
doi = {10.1109/ICDMW53433.2021.00011},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/KelenB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KimJKLLSHPHK21,
author = {Hiun Kim and
Jisu Jeong and
Kyung{-}Min Kim and
Dongjun Lee and
Hyun Dong Lee and
Dongpil Seo and
Jeeseung Han and
Dong Wook Park and
Ji Ae Heo and
Rak Yeong Kim},
title = {Intent-based Product Collections for E-commerce using Pretrained Language
Models},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {228--237},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00036},
doi = {10.1109/ICDMW53433.2021.00036},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/KimJKLLSHPHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KimJPCSO21,
author = {Junbeom Kim and
Sihyun Jeong and
Goeon Park and
Kihoon Cha and
Ilhyun Suh and
Byungkook Oh},
title = {DynaPosGNN: Dynamic-Positional {GNN} for Next {POI} Recommendation},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {36--44},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00012},
doi = {10.1109/ICDMW53433.2021.00012},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/KimJPCSO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KoconRKWZZ21,
author = {Jan Kocon and
Jarema Radom and
Ewa Kaczmarz{-}Wawryk and
Kamil Wabnic and
Ada Zajaczkowska and
Monika Zasko{-}Zielinska},
title = {AspectEmo: Multi-Domain Corpus of Consumer Reviews for Aspect-Based
Sentiment Analysis},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {166--173},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00027},
doi = {10.1109/ICDMW53433.2021.00027},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/KoconRKWZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KondylakisKK21,
author = {Haridimos Kondylakis and
Angelina Kouroubali and
Dimitrios G. Katehakis},
title = {Patient Preferences: An Unexplored Area in the Post-Pandemic Era},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {863--866},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00111},
doi = {10.1109/ICDMW53433.2021.00111},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/KondylakisKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KongQLZ21,
author = {Ruoyan Kong and
Zhanlong Qiu and
Yang Liu and
Qi Zhao},
title = {NimbleLearn: {A} Scalable and Fast Batch-mode Active Learning Approach},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {350--359},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00050},
doi = {10.1109/ICDMW53433.2021.00050},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/KongQLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KoopmannKHH21,
author = {Tobias Koopmann and
Konstantin Kobs and
Konstantin Herud and
Andreas Hotho},
title = {CoBERT: Scientific Collaboration Prediction via Sequential Recommendation},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {45--54},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00013},
doi = {10.1109/ICDMW53433.2021.00013},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/KoopmannKHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KovantsevCB21,
author = {Anton Kovantsev and
Petr Chunaev and
Klavdiya Bochenina},
title = {Evaluating Time Series Predictability via Transition Graph Analysis},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1039--1046},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00135},
doi = {10.1109/ICDMW53433.2021.00135},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/KovantsevCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KulbachT21,
author = {Cedric Kulbach and
Steffen Thoma},
title = {Personalized Neural Architecture Search},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {581--590},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00077},
doi = {10.1109/ICDMW53433.2021.00077},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/KulbachT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KulkarniZRS21,
author = {Yogesh Kulkarni and
Sayf Hussain Z and
Krithi Ramamritham and
Nivethitha Somu},
title = {EnsembleNTLDetect: An Intelligent Framework for Electricity Theft
Detection in Smart Grid},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {527--536},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00070},
doi = {10.1109/ICDMW53433.2021.00070},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/KulkarniZRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LamCZD21,
author = {Jason T. Lam and
Yuhao Chen and
Farhana H. Zulkernine and
Samuel Dahan},
title = {Detection of Similar Legal Cases on Personal Injury},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {639--646},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00084},
doi = {10.1109/ICDMW53433.2021.00084},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/LamCZD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LangguthTA21,
author = {Johannes Langguth and
Aigars Tumanis and
Ariful Azad},
title = {Incremental Clustering Algorithms for Massive Dynamic Graphs},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {360--369},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00051},
doi = {10.1109/ICDMW53433.2021.00051},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/LangguthTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LiGMT21,
author = {Tianyi Li and
Philippe Goupil and
Josiane Mothe and
Olivier Teste},
title = {Early Detection of Atmospheric Turbulence for Civil Aircraft: {A}
Data Driven Approach},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1087--1093},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00142},
doi = {10.1109/ICDMW53433.2021.00142},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/LiGMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LiIYSNK21,
author = {Da Li and
Shiho Ishitsubo and
Katsuyuki Yamauchi and
Panote Siriaraya and
Shinsuke Nakajima and
Yukiko Kawai},
title = {A Sentiment-aware Delightful Walking Route Recommendation System Considering
the Scenery and Season},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {867--872},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00112},
doi = {10.1109/ICDMW53433.2021.00112},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/LiIYSNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LiTXLYLCC21,
author = {Yiming Li and
Da Sun Handason Tam and
Siyue Xie and
Xiaxin Liu and
Qiufang Ying and
Wing Cheong Lau and
Dah Ming Chiu and
Shou Zhi Chen},
title = {Temporal Graph Representation Learning for Detecting Anomalies in
E-payment Systems},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {983--990},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00128},
doi = {10.1109/ICDMW53433.2021.00128},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/LiTXLYLCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LinDSW21,
author = {Jerry Chun{-}Wei Lin and
Youcef Djenouri and
Gautam Srivastava and
Jimmy Ming{-}Tai Wu},
title = {Large-Scale Closed High-Utility Itemset Mining},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {591--598},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00078},
doi = {10.1109/ICDMW53433.2021.00078},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/LinDSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LinLGP21,
author = {Ken{-}Yu Lin and
Roy Ka{-}Wei Lee and
Wei Gao and
Wen{-}Chih Peng},
title = {Early Prediction of Hate Speech Propagation},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {967--974},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00126},
doi = {10.1109/ICDMW53433.2021.00126},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/LinLGP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LiuC21,
author = {Shuyan Liu and
Yue Chen},
title = {Comparison of Variant Principal Component Analysis Using New RNN-based
Framework for Stock Prediction},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {1047--1056},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00136},
doi = {10.1109/ICDMW53433.2021.00136},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/LiuC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LiuX21,
author = {Shuo Liu and
Liwen Xu},
title = {Anomaly Detection with Dual Adversarial Training},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {466--473},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00063},
doi = {10.1109/ICDMW53433.2021.00063},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/LiuX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LoboSO21,
author = {Jesus L. Lobo and
Javier Del Ser and
Eneko Osaba},
title = {Lightweight Alternatives for Hyper-parameter Tuning in Drifting Data
Streams},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {304--311},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00045},
doi = {10.1109/ICDMW53433.2021.00045},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/LoboSO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LohrerDHK21,
author = {Andreas Lohrer and
Jan Deller and
Maximilian H{\"{u}}nem{\"{o}}rder and
Peer Kr{\"{o}}ger},
title = {{OAB} - An Open Anomaly Benchmark Framework for Unsupervised and Semisupervised
Anomaly Detection on Image and Tabular Data Sets},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {991--1000},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00129},
doi = {10.1109/ICDMW53433.2021.00129},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/LohrerDHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/MaiHBAK21,
author = {Tung{-}Duong Mai and
Kien Hoang and
Aitolkyn Baigutanova and
Gaukhartas Alina and
Sundong Kim},
title = {Customs Fraud Detection in the Presence of Concept Drift},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {370--379},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00052},
doi = {10.1109/ICDMW53433.2021.00052},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/MaiHBAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/MakinoK21,
author = {Hiroya Makino and
Eisuke Kita},
title = {Stochastic Schemata Exploiter-Based AutoML},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {238--245},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00037},
doi = {10.1109/ICDMW53433.2021.00037},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/MakinoK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/MasteliniMGBPC21,
author = {Saulo Martiello Mastelini and
Jacob Montiel and
Heitor Murilo Gomes and
Albert Bifet and
Bernhard Pfahringer and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Fast and lightweight binary and multi-branch Hoeffding Tree Regressors},
booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops,
Auckland, New Zealand, December 7-10, 2021},
pages = {380--388},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDMW53433.2021.00053},
doi = {10.1109/ICDMW53433.2021.00053},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/MasteliniMGBPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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