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@inproceedings{DBLP:conf/sdm/00010B0X24,
author = {Shaofei Shen and
Chenhao Zhang and
Alina Bialkowski and
Weitong Chen and
Miao Xu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {CaMU: Disentangling Causal Effects in Deep Model Unlearning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {779--787},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.89},
doi = {10.1137/1.9781611978032.89},
timestamp = {Wed, 03 Jul 2024 17:08:12 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00010B0X24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00010ST24,
author = {Saket Sathe and
Charu Aggarwal and
Horst Samulowitz and
Deepak S. Turaga},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Feature-Engineered Random Forests},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {100--108},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.12},
doi = {10.1137/1.9781611978032.12},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00010ST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00010X24,
author = {Zhe Jiang and
Yu Wang and
Zelin Xu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Foundation Models for Spatiotemporal Tasks in the Physical World},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {392--395},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.45},
doi = {10.1137/1.9781611978032.45},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00010X24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001CCGGLPP24,
author = {Giulia Bernardini and
Huiping Chen and
Alessio Conte and
Roberto Grossi and
Veronica Guerrini and
Grigorios Loukides and
Nadia Pisanti and
Solon P. Pissis},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Utility-Oriented String Mining},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {190--198},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.22},
doi = {10.1137/1.9781611978032.22},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001CCGGLPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001FW0THZ024,
author = {Liang Wang and
Hao Fu and
Shu Wu and
Qiang Liu and
Xuelei Tan and
Fangsheng Huang and
Mengdi Zhang and
Wei Wu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{CAMLO:} Cross-Attentive Multi-View Network for Long-Term Origin-Destination
Flow Prediction},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {454--462},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.53},
doi = {10.1137/1.9781611978032.53},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001FW0THZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00020024,
author = {Dongliang Guo and
Yun Fu and
Sheng Li},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Ada-VAD: Domain Adaptable Video Anomaly Detection},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {634--642},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.73},
doi = {10.1137/1.9781611978032.73},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00020024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002CPW24,
author = {Kunpeng Xu and
Lifei Chen and
Jean{-}Marc Patenaude and
Shengrui Wang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{RHINE:} {A} Regime-Switching Model with Nonlinear Representation
for Discovering and Forecasting Regimes in Financial Markets},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {526--534},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.61},
doi = {10.1137/1.9781611978032.61},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002CPW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002LSC24,
author = {Houquan Zhou and
Shenghua Liu and
Huawei Shen and
Xueqi Cheng},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Graph Summarization for Preserving Spectral Characteristics},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {271--279},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.31},
doi = {10.1137/1.9781611978032.31},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002LSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002M24,
author = {Shreya Ghosh and
Prasenjit Mitra},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Bridging Semantics: Mobility Analytics Framework for Knowledge Transfer},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {607--615},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.70},
doi = {10.1137/1.9781611978032.70},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002ZYF024,
author = {Hongyu Zhang and
Dongyi Zheng and
Xu Yang and
Jiyuan Feng and
Qing Liao},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled
Representation Learning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {535--543},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.62},
doi = {10.1137/1.9781611978032.62},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002ZYF024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/000300ZS024,
author = {Zhong Chen and
Yi He and
Di Wu and
Huixin Zhan and
Victor S. Sheng and
Kun Zhang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Robust Sparse Online Learning for Data Streams with Streaming Features},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {181--189},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.21},
doi = {10.1137/1.9781611978032.21},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/000300ZS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0003C0JDDV24,
author = {Ji Liu and
Tianshi Che and
Yang Zhou and
Ruoming Jin and
Huaiyu Dai and
Dejing Dou and
Patrick Valduriez},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{AEDFL:} Efficient Asynchronous Decentralized Federated Learning with
Heterogeneous Devices},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {833--841},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.95},
doi = {10.1137/1.9781611978032.95},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0003C0JDDV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0003ZZLXJ24,
author = {Cong Fu and
Xuan Zhang and
Huixin Zhang and
Hongyi Ling and
Shenglong Xu and
Shuiwang Ji},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Lattice Convolutional Networks for Learning Ground States of Quantum
Many-Body Systems},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {490--498},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.57},
doi = {10.1137/1.9781611978032.57},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0003ZZLXJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0005XLZXLDDNJ24,
author = {Zhao Xu and
Yaochen Xie and
Youzhi Luo and
Xuan Zhang and
Xinyi Xu and
Meng Liu and
Kaleb Dickerson and
Cheng Deng and
Maho Nakata and
Shuiwang Ji},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {3D Molecular Geometry Analysis with 2D Graphs},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {343--351},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.39},
doi = {10.1137/1.9781611978032.39},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0005XLZXLDDNJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0047024,
author = {Zheng Zhang and
Liang Zhao},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Self-Similar Graph Neural Network for Hierarchical Graph Learning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {28--36},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.4},
doi = {10.1137/1.9781611978032.4},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0047024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0047LZWA0024,
author = {Zheng Zhang and
Sirui Li and
Jingcheng Zhou and
Junxiang Wang and
Abhinav Angirekula and
Allen Zhang and
Liang Zhao},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Non-Euclidean Spatial Graph Neural Network},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {154--162},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.18},
doi = {10.1137/1.9781611978032.18},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0047LZWA0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AnandCHVP24,
author = {Vivek Anand and
Jiaming Cui and
Jack Heavey and
Anil Vullikanti and
B. Aditya Prakash},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {H\({}^{\mbox{2}}\)ABM: Heterogeneous Agent-based Model on Hypergraphs
to Capture Group Interactions},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {280--288},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.32},
doi = {10.1137/1.9781611978032.32},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AnandCHVP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Anderberg0CHMRZ24,
author = {Alastair Anderberg and
James Bailey and
Ricardo J. G. B. Campello and
Michael E. Houle and
Henrique O. Marques and
Milos Radovanovic and
Arthur Zimek},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Dimensionality-Aware Outlier Detection},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {652--660},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.75},
doi = {10.1137/1.9781611978032.75},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Anderberg0CHMRZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AzimW00F24,
author = {Ehtesamul Azim and
Dongjie Wang and
Kunpeng Liu and
Wei Zhang and
Yanjie Fu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Feature Interaction Aware Automated Data Representation Transformation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {878--886},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.100},
doi = {10.1137/1.9781611978032.100},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AzimW00F24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BhailaHWW24,
author = {Karuna Bhaila and
Wen Huang and
Yongkai Wu and
Xintao Wu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Local Differential Privacy in Graph Neural Networks: a Reconstruction
Approach},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {1--9},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.1},
doi = {10.1137/1.9781611978032.1},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BhailaHWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BoumberVQ24,
author = {Dainis Boumber and
Rakesh M. Verma and
Fatima Zahra Qachfar},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Blue Sky: Multilingual, Multimodal Domain Independent Deception Detection},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {396--399},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.46},
doi = {10.1137/1.9781611978032.46},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BoumberVQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BruningDER24,
author = {Frederik Br{\"{u}}ning and
Anne Driemel and
Alperen Erg{\"{u}}r and
Heiko R{\"{o}}glin},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {On the number of iterations of the {DBA} algorithm},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {172--180},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.20},
doi = {10.1137/1.9781611978032.20},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BruningDER24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CarpentierFMV24,
author = {Louis Carpentier and
Len Feremans and
Wannes Meert and
Mathias Verbeke},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Pattern-based Time Series Semantic Segmentation with Gradual State
Transitions},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {316--324},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.36},
doi = {10.1137/1.9781611978032.36},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CarpentierFMV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChatterjeeLCPCS24,
author = {Somya Sharma Chatterjee and
Kelly Lindsay and
Neel Chatterjee and
Rohan Patil and
Ilkay Altintas De Callafon and
Michael S. Steinbach and
Daniel Giron and
Mai H. Nguyen and
Vipin Kumar},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Prescribed Fire Modeling using Knowledge-Guided Machine Learning for
Land Management},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {589--597},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.68},
doi = {10.1137/1.9781611978032.68},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChatterjeeLCPCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenL0Z24,
author = {Changlu Chen and
Yanbin Liu and
Ling Chen and
Chengqi Zhang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Test-Time Training for Spatial-Temporal Forecasting},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {463--471},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.54},
doi = {10.1137/1.9781611978032.54},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenL0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengPZNSY24,
author = {Yu Cheng and
Yunzhu Pan and
Jiaqi Zhang and
Yongxin Ni and
Aixin Sun and
Fajie Yuan},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {An Image Dataset for Benchmarking Recommender Systems with Raw Pixels},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {418--426},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.49},
doi = {10.1137/1.9781611978032.49},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengPZNSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChiQW024,
author = {Hongliang Chi and
Cong Qi and
Suhang Wang and
Yao Ma},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Active Learning for Graphs with Noisy Structures},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {262--270},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.30},
doi = {10.1137/1.9781611978032.30},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChiQW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChuCC0W0Q24,
author = {Zhenzhen Chu and
Jiayu Chen and
Cen Chen and
Chengyu Wang and
Ziheng Wu and
Jun Huang and
Weining Qian},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {DualToken-ViT: Position-aware Efficient Vision Transformer with Dual
Token Fusion},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {688--696},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.79},
doi = {10.1137/1.9781611978032.79},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChuCC0W0Q24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Cui0QHC0024,
author = {Ziqiang Cui and
Xing Tang and
Yang Qiao and
Bowei He and
Liang Chen and
Xiuqiang He and
Chen Ma},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Treatment-Aware Hyperbolic Representation Learning for Causal Effect
Estimation with Social Networks},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {289--297},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.33},
doi = {10.1137/1.9781611978032.33},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Cui0QHC0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Cui0Z00M24,
author = {Suhan Cui and
Jiaqi Wang and
Yuan Zhong and
Han Liu and
Ting Wang and
Fenglong Ma},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Automated Fusion of Multimodal Electronic Health Records for Better
Medical Predictions},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {361--369},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.41},
doi = {10.1137/1.9781611978032.41},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Cui0Z00M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DavidsonLGWVR24,
author = {Ian Davidson and
Michael J. Livanos and
Antoine Gourru and
Peter B. Walker and
Julien Velcin and
S. S. Ravi},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {An Exemplars-Based Approach for Explainable Clustering: Complexity
and Efficient Approximation Algorithms},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {46--54},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.6},
doi = {10.1137/1.9781611978032.6},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DavidsonLGWVR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DerY00Z00K24,
author = {Audrey Der and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{PUPAE:} Intuitive and Actionable Explanations for Time Series Anomalies},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {37--45},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.5},
doi = {10.1137/1.9781611978032.5},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DerY00Z00K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FarhadlooSGLMS24,
author = {Majid Farhadloo and
Arun Sharma and
Jayant Gupta and
Alexey A. Leontovich and
Svetomir N. Markovic and
Shashi Shekhar},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Towards Spatially-Lucid {AI} Classification in Non-Euclidean Space:
An Application for MxIF Oncology Data},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {616--624},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.71},
doi = {10.1137/1.9781611978032.71},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FarhadlooSGLMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ForouzeshT24,
author = {Mahsa Forouzesh and
Patrick Thiran},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Differences Between Hard and Noisy-labeled Samples: An Empirical Study},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {91--99},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.11},
doi = {10.1137/1.9781611978032.11},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ForouzeshT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GaoDZ024,
author = {Hongchang Gao and
Yubin Duan and
Yihan Zhang and
Jie Wu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Decentralized Stochastic Compositional Gradient Descent for {AUPRC}
Maximization},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {226--234},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.26},
doi = {10.1137/1.9781611978032.26},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GaoDZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GaoL0024,
author = {Junruo Gao and
Chen Ling and
Carl Yang and
Liang Zhao},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Helper Recommendation with seniority control in Online Health Community},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {253--261},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.29},
doi = {10.1137/1.9781611978032.29},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GaoL0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GhoshRMSD024,
author = {Rahul Ghosh and
Arvind Renganathan and
Wallace McAliley and
Michael S. Steinbach and
Christopher J. Duffy and
Vipin Kumar},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Towards Entity-Aware Conditional Variational Inference for Heterogeneous
Time-Series Prediction: An application to Hydrology},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {334--342},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.38},
doi = {10.1137/1.9781611978032.38},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GhoshRMSD024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GrzeszczykTS24,
author = {Michal K. Grzeszczyk and
Tomasz Trzcinski and
Arkadiusz Sitek},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{MISS:} Multiclass Interpretable Scoring Systems},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {55--63},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.7},
doi = {10.1137/1.9781611978032.7},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GrzeszczykTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Guo0LWS24,
author = {Zhiqiang Guo and
Guohui Li and
Jianjun Li and
Chaoyang Wang and
Si Shi},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {DualVAE: Dual Disentangled Variational AutoEncoder for Recommendation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {571--579},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.66},
doi = {10.1137/1.9781611978032.66},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Guo0LWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeXLJZJ24,
author = {Erhu He and
Yiqun Xie and
Licheng Liu and
Zhenong Jin and
Dajun Zhang and
Xiaowei Jia},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Knowledge Guided Machine Learning for Extracting, Preserving, and
Adapting Physics-aware Features},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {715--723},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.82},
doi = {10.1137/1.9781611978032.82},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeXLJZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HossainFBKT24,
author = {Shamima Hossain and
Christos Faloutsos and
Boris Baer and
Hyoseung Kim and
Vassilis J. Tsotras},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{EBV:} Electronic Bee-Veterinarian for Principled Mining and Forecasting
of Honeybee Time Series},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {298--306},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.34},
doi = {10.1137/1.9781611978032.34},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HossainFBKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Hu0WWLF24,
author = {Xuanming Hu and
Wei Fan and
Dongjie Wang and
Pengyang Wang and
Yong Li and
Yanjie Fu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Dual-stage Flows-based Generative Modeling for Traceable Urban Planning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {370--378},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.42},
doi = {10.1137/1.9781611978032.42},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Hu0WWLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuJJZ00W24,
author = {Wei Hu and
Bowen Jin and
Minhao Jiang and
Sizhe Zhou and
Zhaonan Wang and
Jiawei Han and
Shaowen Wang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Geospatial Topological Relation Extraction from Text with Knowledge
Augmentation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {472--480},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.55},
doi = {10.1137/1.9781611978032.55},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuJJZ00W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuZLXJZ024,
author = {Mingzhi Hu and
Xin Zhang and
Yanhua Li and
Yiqun Xie and
Xiaowei Jia and
Xun Zhou and
Jun Luo},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Only Attending What Matter within Trajectories - \emph{Memory-Efficient
Trajectory Attention}},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {481--489},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.56},
doi = {10.1137/1.9781611978032.56},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuZLXJZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuZT24,
author = {Chuxuan Hu and
Qinghai Zhou and
Hanghang Tong},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Genius: Subteam Replacement with Clustering-based Graph Neural Networks},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {10--18},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.2},
doi = {10.1137/1.9781611978032.2},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuZT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ItzhakJM24,
author = {Nevo Itzhak and
Szymon Jaroszewicz and
Robert Moskovitch},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Early Multiple Temporal Patterns Based Event Prediction in Heterogeneous
Multivariate Temporal Data},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {199--207},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.23},
doi = {10.1137/1.9781611978032.23},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ItzhakJM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JeongNJTB024,
author = {Ujun Jeong and
Ayushi Nirmal and
Kritshekhar Jha and
Xu Tang and
H. Russell Bernard and
Huan Liu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {User Migration across Multiple Social Media Platforms},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {436--444},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.51},
doi = {10.1137/1.9781611978032.51},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JeongNJTB024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiangTN024,
author = {Bohan Jiang and
Zhen Tan and
Ayushi Nirmal and
Huan Liu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Disinformation Detection: An Evolving Challenge in the Age of LLMs},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {427--435},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.50},
doi = {10.1137/1.9781611978032.50},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JiangTN024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KalanatXLJ24,
author = {Nasrin Kalanat and
Yiqun Xie and
Yanhua Li and
Xiaowei Jia},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Spatial-Temporal Augmented Adaptation via Cycle-Consistent Adversarial
Network: An Application in Streamflow Prediction},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {598--606},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.69},
doi = {10.1137/1.9781611978032.69},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KalanatXLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KhoufacheLAGB24,
author = {Reda Khoufache and
Mustapha Lebbah and
Hanene Azzag and
{\'{E}}tienne Goffinet and
Djamel Bouchaffra},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture
Models in Federated Learning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {815--823},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.93},
doi = {10.1137/1.9781611978032.93},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KhoufacheLAGB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KuboD24,
author = {Ryoji Kubo and
Djellel Eddine Difallah},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {XGExplainer: Robust Evaluation-based Explanation for Graph Neural
Networks},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {64--72},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.8},
doi = {10.1137/1.9781611978032.8},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KuboD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Li00024,
author = {Fengxin Li and
Hongyan Liu and
Jun He and
Xiaoyong Du},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {CausalCDR: Causal Embedding Learning for Cross-domain Recommendation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {553--561},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.64},
doi = {10.1137/1.9781611978032.64},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Li00024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiMJJ024,
author = {Qingfeng Li and
Huifang Ma and
Wangyu Jin and
Yugang Ji and
Zhixin Li},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Multi-Interest Network with Simple Diffusion for Multi-Behavior Sequential
Recommendation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {734--742},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.84},
doi = {10.1137/1.9781611978032.84},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiMJJ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiSPSW24,
author = {Qiang Li and
Yiqiao Sun and
Linsey Pang and
Liang Sun and
Qingsong Wen},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Stable Synthetic Control with Anomaly Detection for Causal Inference},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {770--778},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.88},
doi = {10.1137/1.9781611978032.88},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiSPSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinC0S24,
author = {Haowen Lin and
Yao{-}Yi Chiang and
Li Xiong and
Cyrus Shahabi},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal
Point Processes},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {625--633},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.72},
doi = {10.1137/1.9781611978032.72},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinC0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuWLBO024,
author = {Yuansan Liu and
Sudanthi N. R. Wijewickrema and
Ang Li and
Christofer Bester and
Stephen J. O'Leary and
James Bailey},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Time-Transformer: Integrating Local and Global Features for Better
Time Series Generation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {325--333},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.37},
doi = {10.1137/1.9781611978032.37},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuWLBO024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LivanosD24,
author = {Michael J. Livanos and
Ian Davidson},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Identification and Uses of Deep Learning Backbones via Pattern Mining},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {697--705},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.80},
doi = {10.1137/1.9781611978032.80},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LivanosD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Lu0W024,
author = {Wang Lu and
Jindong Wang and
Yidong Wang and
Xing Xie},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Towards Optimization and Model Selection for Domain Generalization:
{A} Mixup-guided Solution},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {244--252},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.28},
doi = {10.1137/1.9781611978032.28},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Lu0W024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuNKL24,
author = {Qikai Lu and
Di Niu and
Mohammadamin Samadi Khoshkho and
Baochun Li},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {HyperFLoRA: Federated Learning with Instantaneous Personalization},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {824--832},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.94},
doi = {10.1137/1.9781611978032.94},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuNKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaME024,
author = {Xueqi Ma and
Xingjun Ma and
Sarah M. Erfani and
James Bailey},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Training Sparse Graph Neural Networks via Pruning and Sprouting},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {136--144},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.16},
doi = {10.1137/1.9781611978032.16},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaME024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaYS24,
author = {Yuting Ma and
Shuo Yu and
Yanming Shen},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Pretraining Molecules with Explicit Substructure Information},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {517--525},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.60},
doi = {10.1137/1.9781611978032.60},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaYS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MengLZLWIH24,
author = {Shuo Meng and
Xinshuo Liang and
Shuai Zhang and
Leqi Lei and
Hanbai Wu and
Saira Iqbal and
Jinlian Hu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{YOLO-OCR:} End-to-end Compound Figure Separation and Label Recognition
of Images in Scientific Publications},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {118--126},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.14},
doi = {10.1137/1.9781611978032.14},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MengLZLWIH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Muller24,
author = {Michael Muller},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Data Silences: How to Unsilence the Uncertainties in Data Science},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {388--391},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.44},
doi = {10.1137/1.9781611978032.44},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Muller24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenC24,
author = {Duc Toan Nguyen and
Eric C. Chi},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Towards Tuning-Free Minimum-Volume Nonnegative Matrix Factorization},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {217--225},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.25},
doi = {10.1137/1.9781611978032.25},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Peng00LYRHY24,
author = {Kun Peng and
Lei Jiang and
Hao Peng and
Rui Liu and
Zhengtao Yu and
Jiaqian Ren and
Zhifeng Hao and
Philip S. Yu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Prompt Based Tri-Channel Graph Convolution Neural Network for Aspect
Sentiment Triplet Extraction},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {145--153},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.17},
doi = {10.1137/1.9781611978032.17},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Peng00LYRHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PhanNKR24,
author = {Dzung T. Phan and
Lam M. Nguyen and
Jayant Kalagnanam and
Chandra Reddy},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Multi-polytope Machine for Classification},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {109--117},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.13},
doi = {10.1137/1.9781611978032.13},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PhanNKR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RajasekaranSBMD24,
author = {Magesh Rajasekaran and
Md Saiful Islam Sajol and
Frej Berglind and
Supratik Mukhopadhyay and
Kamalika Das},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{COMBOOD:} {A} Semiparametric Approach for Detecting Out-of-distribution
Data for Image Classification},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {643--651},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.74},
doi = {10.1137/1.9781611978032.74},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RajasekaranSBMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RavirathinamGKJ24,
author = {Praveen Ravirathinam and
Rahul Ghosh and
Ankush Khandelwal and
Xiaowei Jia and
David J. Mulla and
Vipin Kumar},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Combining Satellite and Weather Data for Crop Type Mapping: An Inverse
Modelling Approach},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {445--453},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.52},
doi = {10.1137/1.9781611978032.52},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RavirathinamGKJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RenH24,
author = {Weijieying Ren and
Vasant G. Honavar},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {EsaCL: An Efficient Continual Learning Algorithm},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {163--171},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.19},
doi = {10.1137/1.9781611978032.19},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RenH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RenL024,
author = {Shaogang Ren and
Dingcheng Li and
Ping Li},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Word Embedding with Neural Probabilistic Prior},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {896--904},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.102},
doi = {10.1137/1.9781611978032.102},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RenL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SainiZY0P24,
author = {Uday Singh Saini and
Zhongfang Zhuang and
Chin{-}Chia Michael Yeh and
Wei Zhang and
Evangelos E. Papalexakis},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Analysis of Causal and Non-Causal Convolution Networks for Time Series
Classification},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {797--805},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.91},
doi = {10.1137/1.9781611978032.91},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SainiZY0P24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StradiottiPD24,
author = {Luca Stradiotti and
Lorenzo Perini and
Jesse Davis},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Semi-Supervised Isolation Forest for Anomaly Detection},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {670--678},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.77},
doi = {10.1137/1.9781611978032.77},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StradiottiPD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StraussS24,
author = {Niklas Strau{\ss} and
Matthias Schubert},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Spatial-Aware Deep Reinforcement Learning for the Traveling Officer
Problem},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {869--877},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.99},
doi = {10.1137/1.9781611978032.99},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StraussS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunGZ0W24,
author = {Tianqi Sun and
Hongrui Guo and
Zihan Zhang and
Hongzhi Liu and
Zhonghai Wu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Exploiting Multifaceted Nature of Items and Users for Session-based
Recommendation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {580--588},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.67},
doi = {10.1137/1.9781611978032.67},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SunGZ0W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanHLCZW24,
author = {Juntao Tan and
Shelby Heinecke and
Zhiwei Liu and
Yongjun Chen and
Yongfeng Zhang and
Huan Wang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Towards More Robust and Accurate Sequential Recommendation with Cascade-guided
Adversarial Training},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {743--751},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.85},
doi = {10.1137/1.9781611978032.85},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanHLCZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TranDNN24,
author = {Quang{-}Duy Tran and
Bao Duong and
Phuoc Nguyen and
Thin Nguyen},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Robust Estimation of Causal Heteroscedastic Noise Models},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {788--796},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.90},
doi = {10.1137/1.9781611978032.90},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TranDNN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VajjalaMPZR24,
author = {Ajay Krishna Vajjala and
Dipak Falgun Meher and
Shrunal Pothagoni and
Ziwei Zhu and
David S. Rosenblum},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Vietoris-Rips Complex: {A} New Direction for Cross-Domain Cold-Start
Recommendation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {761--769},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.87},
doi = {10.1137/1.9781611978032.87},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VajjalaMPZR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VettoruzzoBR24,
author = {Anna Vettoruzzo and
Mohamed{-}Rafik Bouguelia and
Thorsteinn S. R{\"{o}}gnvaldsson},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Personalized Federated Learning with Contextual Modulation and Meta-Learning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {842--850},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.96},
doi = {10.1137/1.9781611978032.96},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VettoruzzoBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangHYZ24,
author = {Xu Wang and
Jiawei Huang and
Qingyuan Yang and
Jinpeng Zhang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {On Robust Wasserstein Barycenter: The Model and Algorithm},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {235--243},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.27},
doi = {10.1137/1.9781611978032.27},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangHYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangKTBGJH0Z24,
author = {Runhui Wang and
Luyang Kong and
Yefan Tao and
Andrew Borthwick and
Davor Golac and
Henrik Johnson and
Shadie Hijazi and
Dong Deng and
Yongfeng Zhang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Neural Locality Sensitive Hashing for Entity Blocking},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {887--895},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.101},
doi = {10.1137/1.9781611978032.101},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangKTBGJH0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZ0ZZXG024,
author = {Maolin Wang and
Yaoming Zhen and
Yu Pan and
Yao Zhao and
Chenyi Zhuang and
Zenglin Xu and
Ruocheng Guo and
Xiangyu Zhao},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Tensorized Hypergraph Neural Networks},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {127--135},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.15},
doi = {10.1137/1.9781611978032.15},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangZ0ZZXG024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZCS24,
author = {Yewen Wang and
Shichang Zhang and
John (Junghoo) Cho and
Yizhou Sun},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Laplacian Score Benefit Adaptive Filter Selection for Graph Neural
Networks},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {19--27},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.3},
doi = {10.1137/1.9781611978032.3},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangZCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuZHD0SC024,
author = {Jinze Wu and
Haotian Zhang and
Zhenya Huang and
Liang Ding and
Qi Liu and
Jing Sha and
Enhong Chen and
Shijin Wang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Graph-based Student Knowledge Profile for Online Intelligent Education},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {379--387},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.43},
doi = {10.1137/1.9781611978032.43},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuZHD0SC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuKR024,
author = {Shaoming Xu and
Ankush Khandelwal and
Arvind Renganathan and
Vipin Kumar},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Message Propagation Through Time: An Algorithm for Sequence Dependency
Retention in Time Series Modeling},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {307--315},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.35},
doi = {10.1137/1.9781611978032.35},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuKR024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangHSX24,
author = {Jian Yang and
Xinyu Hu and
Yulong Shen and
Gang Xiao},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Refining Pre-trained Language Models for Domain Adaptation with Entity-Aware
Discriminative and Contrastive Learning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {409--417},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.48},
doi = {10.1137/1.9781611978032.48},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangHSX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangZZ24,
author = {Wei Yang and
Haoran Zhang and
Li Zhang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Variational Invariant Representation Learning for Multimodal Recommendation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {752--760},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.86},
doi = {10.1137/1.9781611978032.86},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoH24,
author = {Jiawei Yao and
Juhua Hu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Dual-disentangled Deep Multiple Clustering},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {679--687},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.78},
doi = {10.1137/1.9781611978032.78},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YaoH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YeCW0024,
author = {Tiandi Ye and
Cen Chen and
Yinggui Wang and
Xiang Li and
Ming Gao},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{UPFL:} Unsupervised Personalized Federated Learning towards New Clients},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {851--859},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.97},
doi = {10.1137/1.9781611978032.97},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YeCW0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YeZYHHS24,
author = {Lisha Ye and
Jianfeng Zhou and
Zhe Yin and
Kunpeng Han and
Haoyuan Hu and
Dongjin Song},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {A Novel Hybrid Graph Learning Method for Inbound Parcel Volume Forecasting
in Logistics System},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {352--360},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.40},
doi = {10.1137/1.9781611978032.40},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YeZYHHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuCLDZLZZ024,
author = {Dazhou Yu and
Binbin Chen and
Yun Li and
Suman Dhakal and
Yifei Zhang and
Zhenke Liu and
Minxing Zhang and
Jie Zhang and
Liang Zhao},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{STES:} {A} Spatiotemporal Explanation Supervision Framework},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {73--81},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.9},
doi = {10.1137/1.9781611978032.9},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuCLDZLZZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuanCTW0Z24,
author = {Bo Yuan and
Yulin Chen and
Zhen Tan and
Jinyan Wang and
Huan Liu and
Yin Zhang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Label Distribution Learning-Enhanced Dual-KNN for Text Classification},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {400--408},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.47},
doi = {10.1137/1.9781611978032.47},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuanCTW0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuanSZZ024,
author = {Ziqi Yuan and
Qingyun Sun and
Haoyi Zhou and
Zukun Zhu and
Jianxin Li},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring
Semantic Hierarchies},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {661--669},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.76},
doi = {10.1137/1.9781611978032.76},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuanSZZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuanZTYZWHZS24,
author = {Meng Yuan and
Fuwei Zhang and
Yiqi Tong and
Yuxin Ying and
Fuzhen Zhuang and
Deqing Wang and
Baoxing Huai and
Yi Zhang and
Jia Su},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Light POI-Guided Conversational Recommender System based on Adaptive
Space},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {724--733},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.83},
doi = {10.1137/1.9781611978032.83},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuanZTYZWHZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zeng0LLYL024,
author = {Guangjie Zeng and
Hao Peng and
Angsheng Li and
Zhiwei Liu and
Runze Yang and
Chunyang Liu and
Lifang He},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Semi-Supervised Clustering via Structural Entropy with Different Constraints},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {208--216},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.24},
doi = {10.1137/1.9781611978032.24},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zeng0LLYL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhanDDHW024,
author = {Donglin Zhan and
Yusheng Dai and
Yiwei Dong and
Jinghai He and
Zhenyi Wang and
James Anderson},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Meta-Adaptive Stock Movement Prediction with Two-Stage Representation
Learning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {508--516},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.59},
doi = {10.1137/1.9781611978032.59},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhanDDHW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zhang0DY024,
author = {Ke Zhang and
Lichao Sun and
Bolin Ding and
Siu Ming Yiu and
Carl Yang},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Deep Efficient Private Neighbor Generation for Subgraph Federated
Learning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {806--814},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.92},
doi = {10.1137/1.9781611978032.92},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zhang0DY024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangHR24,
author = {Dongyu Zhang and
Ruofan Hu and
Elke A. Rundensteiner},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic
Dimensionality Guidance},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {82--90},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.10},
doi = {10.1137/1.9781611978032.10},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangHR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangLJ24,
author = {Xinyu Zhang and
Beibei Li and
Beihong Jin},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Denoising Long- and Short-term Interests for Sequential Recommendation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {544--552},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.63},
doi = {10.1137/1.9781611978032.63},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoJYWYWN24,
author = {Mingjun Zhao and
Liyao Jiang and
Yakun Yu and
Xinmin Wang and
Yi Yuan and
Zheng Wei and
Di Niu},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {DimReg: Embedding Dimension Search via Regularization for Recommender
Systems},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {562--570},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.65},
doi = {10.1137/1.9781611978032.65},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoJYWYWN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoL0024,
author = {Xuehan Zhao and
Jiaqi Liu and
Zhiwen Yu and
Bin Guo},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {{HADT:} Human-AI Diagnostic Team via Hierarchical Reinforcement Learning},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {860--868},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.98},
doi = {10.1137/1.9781611978032.98},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoL0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhongC0W0WXH0M24,
author = {Yuan Zhong and
Suhan Cui and
Jiaqi Wang and
Xiaochen Wang and
Ziyi Yin and
Yaqing Wang and
Houping Xiao and
Mengdi Huai and
Ting Wang and
Fenglong Ma},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {MedDiffusion: Boosting Health Risk Prediction via Diffusion-based
Data Augmentation},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {499--507},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.58},
doi = {10.1137/1.9781611978032.58},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhongC0W0WXH0M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuCWZJC0Y24,
author = {Zhiyu Zhu and
Huaming Chen and
Xinyi Wang and
Jiayu Zhang and
Zhibo Jin and
Kim{-}Kwang Raymond Choo and
Jun Shen and
Dong Yuan},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {GE-AdvGAN: Improving the transferability of adversarial samples by
gradient editing-based adversarial generative model},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {706--714},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.81},
doi = {10.1137/1.9781611978032.81},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuCWZJC0Y24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2024,
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032},
doi = {10.1137/1.9781611978032},
isbn = {978-1-61197-803-2},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00010S0W23,
author = {Bo Yan and
Cheng Yang and
Chuan Shi and
Jiawei Liu and
Xiaochen Wang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Abnormal Event Detection via Hypergraph Contrastive Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {712--720},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch80},
doi = {10.1137/1.9781611977653.CH80},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00010S0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/000123,
author = {Sheng Li},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Towards Trustworthy Representation Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {957--960},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch109},
doi = {10.1137/1.9781611977653.CH109},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/000123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001KC23,
author = {Yan Zhou and
Murat Kantarcioglu and
Chris Clifton},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {On Improving Fairness of {AI} Models with Synthetic Minority Oversampling
Techniques},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {874--882},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch98},
doi = {10.1137/1.9781611977653.CH98},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001KC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001LZCZCQWL23,
author = {Shilei Cao and
Yujie Lin and
Xianli Zhang and
Yufu Chen and
Zhen Zhu and
Yuxin Chen and
Buyue Qian and
Feng Wang and
Zang Li},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Embedding Transfer with Enhanced Correlation Modeling for Cross-Domain
Recommendation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {73--81},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch9},
doi = {10.1137/1.9781611977653.CH9},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001LZCZCQWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001MLF23,
author = {Yanhao Wang and
Michael Mathioudakis and
Jia Li and
Francesco Fabbri},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Max-Min Diversification with Fairness Constraints: Exact and Approximation
Algorithms},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {91--99},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch11},
doi = {10.1137/1.9781611977653.CH11},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001MLF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001TG23,
author = {Guangyi Zhang and
Nikolaj Tatti and
Aristides Gionis},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Ranking with submodular functions on the fly},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {604--612},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch68},
doi = {10.1137/1.9781611977653.CH68},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001TG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001W0Q00ZF23,
author = {Meng Xiao and
Dongjie Wang and
Min Wu and
Ziyue Qiao and
Pengfei Wang and
Kunpeng Liu and
Yuanchun Zhou and
Yanjie Fu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Traceable Automatic Feature Transformation via Cascading Actor-Critic
Agents},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {775--783},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch87},
doi = {10.1137/1.9781611977653.CH87},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001W0Q00ZF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001ZA0SJX23,
author = {Zhe Jiang and
Yupu Zhang and
Saugat Adhikari and
Da Yan and
Arpan Man Sainju and
Xiaowei Jia and
Yiqun Xie},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A Hidden Markov Forest Model for Terrain-Aware Flood Inundation Mapping
from Earth Imagery},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {316--324},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch36},
doi = {10.1137/1.9781611977653.CH36},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001ZA0SJX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002L23,
author = {Mengyuan Zhang and
Kai Liu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Multi-Task Learning with Prior Information},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {586--594},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch66},
doi = {10.1137/1.9781611977653.CH66},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002LZZ023,
author = {Yingxue Zhang and
Yanhua Li and
Xun Zhou and
Ziming Zhang and
Jun Luo},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{STM-GAIL:} Spatial-Temporal Meta-GAIL for Learning Diverse Human
Driving Strategies},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {208--216},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch24},
doi = {10.1137/1.9781611977653.CH24},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002LZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0006AK23,
author = {Tian Xia and
Sarp Aykent and
Wei{-}Shinn Ku},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Extrinsic-Intrinsic Representation Learning Framework for Drug Discovery},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {523--531},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch59},
doi = {10.1137/1.9781611977653.CH59},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0006AK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0008W0WZSF23,
author = {Pengfei Wang and
Daniel Wang and
Kunpeng Liu and
Dongjie Wang and
Yuanchun Zhou and
Leilei Sun and
Yanjie Fu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Hierarchical Reinforced Urban Planning: Jointly Steering Region and
Block Configurations},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {343--351},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch39},
doi = {10.1137/1.9781611977653.CH39},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0008W0WZSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0012ZJ023,
author = {Zheng Chen and
Lingwei Zhu and
Haohui Jia and
Takashi Matsubara},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A Two-View {EEG} Representation for Brain Cognition by Composite Temporal-Spatial
Contrastive Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {334--342},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch38},
doi = {10.1137/1.9781611977653.CH38},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0012ZJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/004800KJN23,
author = {Peng Liu and
Yi Liu and
Rui Zhu and
Linglong Kong and
Bei Jiang and
Di Niu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Optimal Smooth Approximation for Quantile Matrix Factorization},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {595--603},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch67},
doi = {10.1137/1.9781611977653.CH67},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/004800KJN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0049YEFXNS23,
author = {Yan Li and
Mingzhou Yang and
Matthew Eagon and
Majid Farhadloo and
Yiqun Xie and
William F. Northrop and
Shashi Shekhar},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Eco-PiNN: {A} Physics-informed Neural Network for Eco-toll Estimation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {838--846},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch94},
doi = {10.1137/1.9781611977653.CH94},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0049YEFXNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0074DG023,
author = {Li Zhang and
Jiahao Ding and
Yifeng Gao and
Jessica Lin},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{PMP:} Privacy-Aware Matrix Profile against Sensitive Pattern Inference
for Time Series},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {891--899},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch100},
doi = {10.1137/1.9781611977653.CH100},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0074DG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AhmedBFZ23,
author = {Khandakar Tanvir Ahmed and
Sudipto Baul and
Yanjie Fu and
Wei Zhang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Attention-Based Multi-modal Missing Value Imputation for Time Series
Data with High Missing Rate},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {469--477},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch53},
doi = {10.1137/1.9781611977653.CH53},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AhmedBFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ArachchiT23,
author = {Chamalee Wickrama Arachchi and
Nikolaj Tatti},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Node ranking in labeled networks},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {415--423},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch47},
doi = {10.1137/1.9781611977653.CH47},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ArachchiT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BaiLG023,
author = {Guangji Bai and
Chen Ling and
Yuyang Gao and
Liang Zhao},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Saliency-Augmented Memory Completion for Continual Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {244--252},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch28},
doi = {10.1137/1.9781611977653.CH28},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BaiLG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BaiTW0AV23,
author = {Guangji Bai and
Johnny Torres and
Junxiang Wang and
Liang Zhao and
Cristina L. Abad and
Carmen Vaca},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Sign-Regularized Multi-Task Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {793--801},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch89},
doi = {10.1137/1.9781611977653.CH89},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BaiTW0AV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BauerLBP23,
author = {Lena G. M. Bauer and
Collin Leiber and
Christian B{\"{o}}hm and
Claudia Plant},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Extension of the Dip-test Repertoire - Efficient and Differentiable
p-value Calculation for Clustering},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {109--117},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch13},
doi = {10.1137/1.9781611977653.CH13},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BauerLBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CarvalhoVF023,
author = {Ricardo Silva Carvalho and
Theodore Vasiloudis and
Oluwaseyi Feyisetan and
Ke Wang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{TEM:} High Utility Metric Differential Privacy on Text},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {883--890},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch99},
doi = {10.1137/1.9781611977653.CH99},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CarvalhoVF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Chen0DJ023,
author = {Xiusi Chen and
Yu Zhang and
Jinliang Deng and
Jyun{-}Yu Jiang and
Wei Wang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Gotta: Generative Few-shot Question Answering by Prompt-based Cloze
Data Augmentation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {909--917},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch102},
doi = {10.1137/1.9781611977653.CH102},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Chen0DJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenDCSLWHMF23,
author = {Junyang Chen and
Yidan Dai and
Xianhui Chen and
Yingshan Shen and
Yan Luximon and
Hailiang Wang and
Yuxin He and
Wenjun Ma and
Xiaomao Fan},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {StAGN: Spatial-Temporal Adaptive Graph Network via Contrastive Learning
for Sleep Stage Classification},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {199--207},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch23},
doi = {10.1137/1.9781611977653.CH23},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenDCSLWHMF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenLGP23,
author = {Huiping Chen and
Grigorios Loukides and
Robert Gwadera and
Solon P. Pissis},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Heavy Nodes in a Small Neighborhood: Algorithms and Applications},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {307--315},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch35},
doi = {10.1137/1.9781611977653.CH35},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenLGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenXLLJ23,
author = {Shengyu Chen and
Yiqun Xie and
Xiang Li and
Xu Liang and
Xiaowei Jia},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Physics-Guided Meta-Learning Method in Baseflow Prediction over Large
Regions},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {217--225},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch25},
doi = {10.1137/1.9781611977653.CH25},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenXLLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChuCC0R23,
author = {Zhixuan Chu and
Mechelle Claridy and
Jos{\'{e}} Cordero and
Sheng Li and
Stephen L. Rathbun},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Estimating Propensity Scores with Deep Adaptive Variable Selection},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {730--738},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch82},
doi = {10.1137/1.9781611977653.CH82},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChuCC0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CongWTGXCM23,
author = {Weilin Cong and
Yanhong Wu and
Yuandong Tian and
Mengting Gu and
Yinglong Xia and
Chun{-}cheng Jason Chen and
Mehrdad Mahdavi},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {DyFormer : {A} Scalable Dynamic Graph Transformer with Provable Benefits
on Generalization Ability},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {442--450},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch50},
doi = {10.1137/1.9781611977653.CH50},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CongWTGXCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Dai0JH023,
author = {Haoyue Dai and
Rui Ding and
Yuanyuan Jiang and
Shi Han and
Dongmei Zhang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{ML4C:} Seeing Causality Through Latent Vicinity},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {226--234},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch26},
doi = {10.1137/1.9781611977653.CH26},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Dai0JH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DongZYZWL23,
author = {Yushun Dong and
Binchi Zhang and
Yiling Yuan and
Na Zou and
Qi Wang and
Jundong Li},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{RELIANT:} Fair Knowledge Distillation for Graph Neural Networks},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {154--162},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch18},
doi = {10.1137/1.9781611977653.CH18},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DongZYZWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DonyaviSB23,
author = {Zahra Donyavi and
Adriane Serapio and
Gustavo Batista},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{MC-SQ:} {A} Highly Accurate Ensemble for Multi-class Quantification},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {622--630},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch70},
doi = {10.1137/1.9781611977653.CH70},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DonyaviSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FariaAM23,
author = {Jackson de Faria and
Renato Assun{\c{c}}{\~{a}}o and
Fabricio Murai},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Fisher Scoring Method for Neural Networks Optimization},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {748--756},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch84},
doi = {10.1137/1.9781611977653.CH84},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FariaAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FengJC0CGW23,
author = {Shuai Feng and
Wenyu Jiang and
Mingcai Chen and
Yuntao Du and
Hao Cheng and
Yuxin Ge and
Chongjun Wang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{CESED:} Exploiting Hyperspherical Predefined Evenly-Distributed Class
Centroids for {OOD} Detection},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {262--270},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch30},
doi = {10.1137/1.9781611977653.CH30},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FengJC0CGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FengT23,
author = {Shengyu Feng and
Hanghang Tong},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Concept Discovery for Fast Adaptation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {577--585},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch65},
doi = {10.1137/1.9781611977653.CH65},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FengT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GertheissS23,
author = {Jan Gertheiss and
Russell T. Shinohara},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Penalized Non-Linear Canonical Correlation Analysis for Ordinal Data
with Application to the International Classification of Functioning,
Disability and Health},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {532--540},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch60},
doi = {10.1137/1.9781611977653.CH60},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GertheissS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GhiassiBC23,
author = {Amirmasoud Ghiassi and
Robert Birke and
Lydia Y. Chen},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Robust Learning via Golden Symmetric Loss of (un)Trusted Labels},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {568--576},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch64},
doi = {10.1137/1.9781611977653.CH64},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GhiassiBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GottckeBBZ23,
author = {Jonatan M{\o}ller Nuutinen G{\o}ttcke and
Colin Bellinger and
Paula Branco and
Arthur Zimek},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {An Interpretable Measure of Dataset Complexity for Imbalanced Classification
Problems},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {253--261},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch29},
doi = {10.1137/1.9781611977653.CH29},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GottckeBBZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanMCRSZ0JN23,
author = {Fred X. Han and
Keith G. Mills and
Fabian Chudak and
Parsa Riahi and
Mohammad Salameh and
Jialin Zhang and
Wei Lu and
Shangling Jui and
Di Niu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A General-Purpose Transferable Predictor for Neural Architecture Search},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {721--729},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch81},
doi = {10.1137/1.9781611977653.CH81},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanMCRSZ0JN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Holznigenkemper23,
author = {Jana Holznigenkemper and
Christian Komusiewicz and
Bernhard Seeger},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Exact and Heuristic Approaches to Speeding Up the {MSM} Time Series
Distance Computation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {451--459},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch51},
doi = {10.1137/1.9781611977653.CH51},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Holznigenkemper23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JackECRL23,
author = {Dominic Jack and
Sarah M. Erfani and
Jeffrey Chan and
Sutharshan Rajasegarar and
Christopher Leckie},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {It's PageRank All The Way Down: Simplifying Deep Graph Networks},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {172--180},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch20},
doi = {10.1137/1.9781611977653.CH20},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JackECRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaCZX0K23,
author = {Xiaowei Jia and
Shengyu Chen and
Can Zheng and
Yiqun Xie and
Zhe Jiang and
Nasrin Kalanat},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Physics-guided Graph Diffusion Network for Combining Heterogeneous
Simulated Data: An Application in Predicting Stream Water Temperature},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {361--369},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch41},
doi = {10.1137/1.9781611977653.CH41},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JiaCZX0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KummerSRG23,
author = {Lorenz Kummer and
Kevin Sidak and
Tabea Reichmann and
Wilfried N. Gansterer},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Adaptive Precision Training (AdaPT): {A} dynamic quantized training
approach for DNNs},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {559--567},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch63},
doi = {10.1137/1.9781611977653.CH63},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KummerSRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LaiWCZ00H23,
author = {Kwei{-}Herng Lai and
Lan Wang and
Huiyuan Chen and
Kaixiong Zhou and
Fei Wang and
Hao Yang and
Xia Hu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Context-aware Domain Adaptation for Time Series Anomaly Detection},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {676--684},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch76},
doi = {10.1137/1.9781611977653.CH76},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LaiWCZ00H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiEZ23,
author = {Dongyue Li and
Tina Eliassi{-}Rad and
Hongyang R. Zhang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Optimal Intervention on Weighted Networks via Edge Centrality},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {424--432},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch48},
doi = {10.1137/1.9781611977653.CH48},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiEZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiMCW23,
author = {Tingxin Li and
Rui Meng and
Feng Chen and
Jianming Wu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Coarse-to-Fine Open Information Extraction via Relation Oriented Reading
Comprehension},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {918--926},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch103},
doi = {10.1137/1.9781611977653.CH103},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiMCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiWLB23,
author = {Peiyan Li and
Honglian Wang and
Kai Li and
Christian B{\"{o}}hm},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Influence without Authority: Maximizing Information Coverage in Hypergraphs},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {10--18},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch2},
doi = {10.1137/1.9781611977653.CH2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiWLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZSX23,
author = {Zhuoqun Li and
Zihan Zhou and
Mingxuan Sun and
Hongteng Xu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Debiased Imitation Learning for Modulated Temporal Point Processes},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {460--468},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch52},
doi = {10.1137/1.9781611977653.CH52},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZSX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinZDOZ23,
author = {Zerun Lin and
Yuhan Zhang and
Lixin Duan and
Le Ou{-}Yang and
Peilin Zhao},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {MoVAE: {A} Variational AutoEncoder for Molecular Graph Generation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {514--522},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch58},
doi = {10.1137/1.9781611977653.CH58},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinZDOZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuE23,
author = {David Liu and
Tina Eliassi{-}Rad},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{STABLE:} Identifying and Mitigating Instability in Embeddings of
the Degenerate Core},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {406--414},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch46},
doi = {10.1137/1.9781611977653.CH46},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuLWZZLCF23,
author = {Xiaoyang Liu and
Chong Liu and
Pinzheng Wang and
Rongqin Zheng and
Lixin Zhang and
Leyu Lin and
Zhijun Chen and
Liangliang Fu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {UFNRec: Utilizing False Negative Samples for Sequential Recommendation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {46--54},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch6},
doi = {10.1137/1.9781611977653.CH6},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuLWZZLCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuZYWYN23,
author = {Shan Lu and
Mingjun Zhao and
Songling Yuan and
Xiaoli Wang and
Lei Yang and
Di Niu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{BDA:} Bandit-based Transferable AutoAugment},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {550--558},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch62},
doi = {10.1137/1.9781611977653.CH62},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuZYWYN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaMB23,
author = {Boya Ma and
Maxwell McNeil and
Petko Bogdanov},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{GIST:} Graph Inference for Structured Time Series},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {433--441},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch49},
doi = {10.1137/1.9781611977653.CH49},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaadiKA23,
author = {Mansoureh Maadi and
Hadi Akbarzadeh Khorshidi and
Uwe Aickelin},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Uncertainty in Selective Bagging: {A} Dynamic Bi-objective Optimization
Model},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {235--243},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch27},
doi = {10.1137/1.9781611977653.CH27},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MaadiKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/McNeilMTB23,
author = {Maxwell McNeil and
Carolina Mattsson and
Frank W. Takes and
Petko Bogdanov},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{CADENCE:} Community-Aware Detection of Dynamic Network States},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {1--9},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch1},
doi = {10.1137/1.9781611977653.CH1},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/McNeilMTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MengLZ0K23,
author = {Ziqiao Meng and
Yaoman Li and
Peilin Zhao and
Yang Yu and
Irwin King},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular
Property Prediction},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {811--819},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch91},
doi = {10.1137/1.9781611977653.CH91},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MengLZ0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MrabahBK23,
author = {Nairouz Mrabah and
Mohamed Bouguessa and
Riadh Ksantini},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Beyond The Evidence Lower Bound: Dual Variational Graph Auto-Encoders
For Node Clustering},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {100--108},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch12},
doi = {10.1137/1.9781611977653.CH12},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MrabahBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NiuHLMCWO023,
author = {Hao Niu and
Guillaume Habault and
Roberto Legaspi and
Chuizheng Meng and
Defu Cao and
Shinya Wada and
Chihiro Ono and
Yan Liu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Time-delayed Multivariate Time Series Predictions},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {325--333},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch37},
doi = {10.1137/1.9781611977653.CH37},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NiuHLMCWO023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OettershagenKJM23,
author = {Lutz Oettershagen and
Nils M. Kriege and
Claude Jordan and
Petra Mutzel},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A Temporal Graphlet Kernel For Classifying Dissemination in Evolving
Networks},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {19--27},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch3},
doi = {10.1137/1.9781611977653.CH3},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OettershagenKJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OettershagenM23,
author = {Lutz Oettershagen and
Petra Mutzel},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {An Index For Temporal Closeness Computation in Evolving Graphs},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {280--288},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch32},
doi = {10.1137/1.9781611977653.CH32},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OettershagenM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PasrichaSSF0P23,
author = {Ravdeep S. Pasricha and
Uday Singh Saini and
Nicholas D. Sidiropoulos and
Fei Fang and
Kevin Chan and
Evangelos E. Papalexakis},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Harvester: Principled Factorization-based Temporal Tensor Granularity
Estimation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {82--90},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch10},
doi = {10.1137/1.9781611977653.CH10},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/PasrichaSSF0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PiasMVD23,
author = {Dries Van der Pias and
Wannes Meert and
Johan Verbraecken and
Jesse Davis},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A novel reject option applied to sleep stage scoring},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {820--828},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch92},
doi = {10.1137/1.9781611977653.CH92},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PiasMVD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PunziCG023,
author = {Giulia Punzi and
Alessio Conte and
Roberto Grossi and
Andrea Marino},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {An Efficient Algorithm for Assessing the Number of \emph{st}-Paths
in Large Graphs},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {289--297},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch33},
doi = {10.1137/1.9781611977653.CH33},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PunziCG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QinWZ23,
author = {Tian Qin and
Tian{-}Zuo Wang and
Zhi{-}Hua Zhou},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Learning Causal Structure on Mixed Data with Tree-Structured Functional
Models},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {613--621},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch69},
doi = {10.1137/1.9781611977653.CH69},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/QinWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanP23,
author = {Md Mahmudur Rahman and
Sanjay Purushotham},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Multi-state Survival Analysis using Pseudo value-based Deep Neural
Networks},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {757--765},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch85},
doi = {10.1137/1.9781611977653.CH85},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RahmanP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RamGSB23,
author = {Parikshit Ram and
Alexander G. Gray and
Horst C. Samulowitz and
Gregory Bramble},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Toward Theoretical Guidance for Two Common Questions in Practical
Cross-Validation based Hyperparameter Selection},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {802--810},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch90},
doi = {10.1137/1.9781611977653.CH90},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RamGSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RandelAH23,
author = {Rodrigo Randel and
Daniel Aloise and
Alain Hertz},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A Lagrangian-based approach to learn distance metrics for clustering
with minimal data transformation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {127--135},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch15},
doi = {10.1137/1.9781611977653.CH15},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RandelAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RavirathinamGWX23,
author = {Praveen Ravirathinam and
Rahul Ghosh and
Ke Wang and
Keyang Xuan and
Ankush Khandelwal and
Hilary Dugan and
Paul C. Hanson and
Vipin Kumar},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Spatiotemporal Classification with limited labels using Constrained
Clustering for large datasets},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {487--495},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch55},
doi = {10.1137/1.9781611977653.CH55},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RavirathinamGWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RezayiZZ023,
author = {Saed Rezayi and
Handong Zhao and
Ronghang Zhu and
Sheng Li},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{XDC:} Adaptive Cross Domain Short Text Clustering},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {927--935},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch104},
doi = {10.1137/1.9781611977653.CH104},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RezayiZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Riondato23,
author = {Matteo Riondato},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Statistically-sound Knowledge Discovery from Data},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {949--952},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch107},
doi = {10.1137/1.9781611977653.CH107},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Riondato23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RubashevskiiKP23,
author = {Aleksandr Rubashevskii and
Daria Kotova and
Maxim Panov},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Scalable Batch Acquisition for Deep Bayesian Active Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {739--747},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch83},
doi = {10.1137/1.9781611977653.CH83},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RubashevskiiKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RymarczykDD23,
author = {Dawid Rymarczyk and
Daniel Dobrowolski and
Tomasz Danel},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {ProGReST: Prototypical Graph Regression Soft Trees for Molecular Property
Prediction},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {379--387},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch43},
doi = {10.1137/1.9781611977653.CH43},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/RymarczykDD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Saxena0S23,
author = {Nripsuta Ani Saxena and
Wenbin Zhang and
Cyrus Shahabi},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Missed Opportunities in Fair {AI}},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {961--964},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch110},
doi = {10.1137/1.9781611977653.CH110},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Saxena0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShangLWPZR023,
author = {Yuhu Shang and
Xuexiong Luo and
Lihong Wang and
Hao Peng and
Xiankun Zhang and
Yimeng Ren and
Kun Liang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Reinforcement Learning Guided Multi-Objective Exam Paper Generation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {829--837},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch93},
doi = {10.1137/1.9781611977653.CH93},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ShangLWPZR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SharmaGRLCND023,
author = {Somya Sharma and
Rahul Ghosh and
Arvind Renganathan and
Xiang Li and
Snigdhansu Chatterjee and
John Nieber and
Christopher J. Duffy and
Vipin Kumar},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Probabilistic Inverse Modeling: An Application in Hydrology},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {847--855},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch95},
doi = {10.1137/1.9781611977653.CH95},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SharmaGRLCND023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShayestehfardBI23,
author = {Kimia Shayestehfard and
Dana H. Brooks and
Stratis Ioannidis},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {AlignGraph: {A} Group of Generative Models for Graphs},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {271--279},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch31},
doi = {10.1137/1.9781611977653.CH31},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShayestehfardBI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SyuLY23,
author = {Jia{-}Hao Syu and
Jerry Chun{-}Wei Lin and
Philip S. Yu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Anomaly Detection Networks and Fuzzy Control Modules for Energy Grid
Management with Q-Learning-Based Decision Making},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {397--405},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch45},
doi = {10.1137/1.9781611977653.CH45},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SyuLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TafazoliK23,
author = {Sadaf Tafazoli and
Eamonn J. Keogh},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Matrix Profile {XXVIII:} Discovering Multi-Dimensional Time Series
Anomalies with \emph{K} of \emph{N} Anomaly Detection\({}^{\mbox{{\textdagger}}}\)},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {685--693},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch77},
doi = {10.1137/1.9781611977653.CH77},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TafazoliK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TobinHZ23,
author = {Joshua Tobin and
Chin Pang Ho and
Mimi Zhang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Reinforced {EM} Algorithm for Clustering with Gaussian Mixture Models},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {118--126},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch14},
doi = {10.1137/1.9781611977653.CH14},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TobinHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TongXZ23,
author = {Junlong Tong and
Liping Xie and
Kanjian Zhang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Probabilistic Decomposition Transformer for Time Series Forecasting},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {478--486},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch54},
doi = {10.1137/1.9781611977653.CH54},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TongXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VombatkereT23,
author = {Karan Vombatkere and
Evimaria Terzi},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Balancing Task Coverage and Expert Workload in Team Formation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {640--648},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch72},
doi = {10.1137/1.9781611977653.CH72},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VombatkereT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangLMGGLW023,
author = {Rui Wang and
Chongwei Liu and
Xudong Mou and
Kai Gao and
Xiaohui Guo and
Pin Liu and
Tianyu Wo and
Xudong Liu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Deep Contrastive One-Class Time Series Anomaly Detection},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {694--702},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch78},
doi = {10.1137/1.9781611977653.CH78},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangLMGGLW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangLYH0S23,
author = {Zehong Wang and
Qi Li and
Donghua Yu and
Xiaolong Han and
Xiao{-}Zhi Gao and
Shigen Shen},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Heterogeneous Graph Contrastive Multi-view Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {136--144},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch16},
doi = {10.1137/1.9781611977653.CH16},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangLYH0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangSWWLZDSZLHS23,
author = {Lu Wang and
Yuhai Song and
Zhe Wang and
Haoxiang Wang and
Yu Li and
Weiwei Zhou and
Haoming Dang and
Mona Shao and
Xiwei Zhao and
Zhangang Lin and
Jinghe Hu and
Jingping Shao},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Pluggable Deep Thompson Sampling with Applications to Recommendation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {64--72},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch8},
doi = {10.1137/1.9781611977653.CH8},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangSWWLZDSZLHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWJDFZ23,
author = {Ningjing Wang and
Deqing Wang and
Ting Jiang and
Chenguang Du and
Chuyu Fang and
Fuzhen Zhuang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Hierarchical Neural Topic Model with Embedding Cluster and Neural
Variational Inference},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {936--944},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch105},
doi = {10.1137/1.9781611977653.CH105},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWJDFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangYDYZLW23,
author = {Senzhang Wang and
Hao Yan and
Jinlong Du and
Jun Yin and
Junxing Zhu and
Chaozhuo Li and
Jianxin Wang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Adversarial Hard Negative Generation for Complementary Graph Contrastive
Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {163--171},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch19},
doi = {10.1137/1.9781611977653.CH19},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangYDYZLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZLWXM23,
author = {Jiaqi Wang and
Shenglai Zeng and
Zewei Long and
Yaqing Wang and
Houping Xiao and
Fenglong Ma},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating
Heterogeneous Lightweight Clients in IoT},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {496--504},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch56},
doi = {10.1137/1.9781611977653.CH56},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangZLWXM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WiegandKV23,
author = {Boris Wiegand and
Dietrich Klakow and
Jilles Vreeken},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Why Are We Waiting? Discovering Interpretable Models for Predicting
Sojourn and Waiting Times},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {352--360},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch40},
doi = {10.1137/1.9781611977653.CH40},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WiegandKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XiaoEHM023,
author = {Jinfeng Xiao and
Mohab Elkaref and
Nathan Herr and
Geeth De Mel and
Jiawei Han},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Taxonomy-Guided Fine-Grained Entity Set Expansion},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {631--639},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch71},
doi = {10.1137/1.9781611977653.CH71},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XiaoEHM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XieZL023,
author = {Jingyou Xie and
Zishuo Zhao and
Zhenzhou Lin and
Ying Shen},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Multimodal Graph Learning for Cross-Modal Retrieval},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {145--153},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch17},
doi = {10.1137/1.9781611977653.CH17},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XieZL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuKLJLWGCSDN023,
author = {Shaoming Xu and
Ankush Khandelwal and
Xiang Li and
Xiaowei Jia and
Licheng Liu and
Jared Willard and
Rahul Ghosh and
Kelly Cutler and
Michael S. Steinbach and
Christopher J. Duffy and
John Nieber and
Vipin Kumar},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Mini-Batch Learning Strategies for modeling long term temporal dependencies:
{A} study in environmental applications},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {649--657},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch73},
doi = {10.1137/1.9781611977653.CH73},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuKLJLWGCSDN023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Xue23,
author = {Zhiyu Xue},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Group AdaBoost with Fairness Constraint},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {865--873},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch97},
doi = {10.1137/1.9781611977653.CH97},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Xue23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangJEJNS23,
author = {Mingzhou Yang and
Bharat Jayaprakash and
Matthew Eagon and
Hyeonjung (Tari) Jung and
William F. Northrop and
Shashi Shekhar},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Data Mining Challenges and Opportunities to Achieve Net Zero Carbon
Emissions: Focus on Electrified Vehicles},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {953--956},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch108},
doi = {10.1137/1.9781611977653.CH108},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangJEJNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangSCZD23,
author = {Huafeng Yang and
Qijie Shen and
Xingjian Chen and
Fangyi Zhang and
Rong Du},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A Linkage-based Doubly Imbalanced Graph Learning Framework for Face
Clustering},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {658--666},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch74},
doi = {10.1137/1.9781611977653.CH74},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YangSCZD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangY0Y023,
author = {Dezhi Yang and
Guoxian Yu and
Jun Wang and
Zhongmin Yan and
Maozu Guo},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Causal Discovery by Graph Attention Reinforcement Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {28--36},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch4},
doi = {10.1137/1.9781611977653.CH4},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangY0Y023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangZ23,
author = {Sikun Yang and
Hongyuan Zha},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Estimating Latent Population Flows from Aggregated Data via Inversing
Multi-Marginal Optimal Transport},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {181--189},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch21},
doi = {10.1137/1.9781611977653.CH21},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Ye0NDCDZ23,
author = {Xu Ye and
Meng Xiao and
Zhiyuan Ning and
Weiwei Dai and
Wenjuan Cui and
Yi Du and
Yuanchun Zhou},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{NEEDED:} Introducing Hierarchical Transformer to Eye Diseases Diagnosis},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {667--675},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch75},
doi = {10.1137/1.9781611977653.CH75},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Ye0NDCDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuL23,
author = {Jianxiang Yu and
Xiang Li},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Heterogeneous Graph Contrastive Learning with Meta-path Contexts and
Weighted Negative Samples},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {37--45},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch5},
doi = {10.1137/1.9781611977653.CH5},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaBL0H23,
author = {Daochen Zha and
Zaid Pervaiz Bhat and
Kwei{-}Herng Lai and
Fan Yang and
Xia Hu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Data-centric {AI:} Perspectives and Challenges},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {945--948},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch106},
doi = {10.1137/1.9781611977653.CH106},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaBL0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zhang0GL23,
author = {Litian Zhang and
Xiaoming Zhang and
Ziming Guo and
Zhipeng Liu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic
Coverage for Multimodal Summarization},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {370--378},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch42},
doi = {10.1137/1.9781611977653.CH42},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zhang0GL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangC23,
author = {Zonghan Zhang and
Zhiqian Chen},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Understanding Influence Maximization via Higher-Order Decomposition},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {766--774},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch86},
doi = {10.1137/1.9781611977653.CH86},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangLZZ23,
author = {Xin Zhang and
Yanhua Li and
Ziming Zhang and
Zhi{-}Li Zhang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Domain Disentangled Meta-Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {541--549},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch61},
doi = {10.1137/1.9781611977653.CH61},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangLZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangSCMRM23,
author = {Dell Zhang and
Frank Schilder and
Jack G. Conrad and
Masoud Makrehchi and
David von Rickenbach and
Isabelle Moulinier},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Making a Computational Attorney},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {965--968},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch111},
doi = {10.1137/1.9781611977653.CH111},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangSCMRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangXZT23,
author = {Si Zhang and
Yinglong Xia and
Yan Zhu and
Hanghang Tong},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Representation Learning on Dynamic Network of Networks},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {298--306},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch34},
doi = {10.1137/1.9781611977653.CH34},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangXZT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoZZX0T23,
author = {Xuechen Zhao and
Jiaying Zou and
Zhong Zhang and
Feng Xie and
Bin Zhou and
Lei Tian},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Feature Enhanced Zero-Shot Stance Detection via Contrastive Learning},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {900--908},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch101},
doi = {10.1137/1.9781611977653.CH101},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoZZX0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zheng0WWG0M23,
author = {Xiangping Zheng and
Xun Liang and
Bo Wu and
Jun Wang and
Yuhui Guo and
Xuan Zhang and
Yuefeng Ma},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A Multi-scale Interaction Motion Network for Action Recognition Based
on Capsule Network},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {505--513},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch57},
doi = {10.1137/1.9781611977653.CH57},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zheng0WWG0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhengSHZ23,
author = {Guangtao Zheng and
Qiuling Suo and
Mengdi Huai and
Aidong Zhang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Learning to Learn Task Transformations for Improved Few-Shot Classification},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {784--792},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch88},
doi = {10.1137/1.9781611977653.CH88},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhengSHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhengZH23,
author = {Lecheng Zheng and
Yada Zhu and
Jingrui He},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Fairness-aware Multi-view Clustering},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {856--864},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch96},
doi = {10.1137/1.9781611977653.CH96},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhengZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouCLL000H23,
author = {Kaixiong Zhou and
Soo{-}Hyun Choi and
Zirui Liu and
Ninghao Liu and
Fan Yang and
Rui Chen and
Li Li and
Xia Hu},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Adaptive Label Smoothing To Regularize Large-Scale Graph Training},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {55--63},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch7},
doi = {10.1137/1.9781611977653.CH7},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouCLL000H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouYSWZZ023,
author = {Zhengyang Zhou and
Kuo Yang and
Wei Sun and
Binwu Wang and
Min Zhou and
Yunan Zong and
Yang Wang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Towards Learning in Grey Spatiotemporal Systems: {A} Prophet to Non-consecutive
Spatiotemporal Dynamics},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {190--198},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch22},
doi = {10.1137/1.9781611977653.CH22},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouYSWZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouZQJWC23,
author = {Ziheng Zhou and
Ying Zhao and
Yiyu Qing and
Wenming Jiang and
Yihan Wu and
Wenguang Chen},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A Physics-guided NN-based Approach for Tropical Cyclone Intensity
Estimation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {388--396},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch44},
doi = {10.1137/1.9781611977653.CH44},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouZQJWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuangTPS23,
author = {Zhong Zhuang and
Kai Ming Ting and
Guansong Pang and
Shuaibin Song},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Subgraph Centralization: {A} Necessary Step for Graph Anomaly Detection},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {703--711},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch79},
doi = {10.1137/1.9781611977653.CH79},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuangTPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2023,
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653},
doi = {10.1137/1.9781611977653},
isbn = {978-1-61197-765-3},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00010H22,
author = {Qi Qian and
Hao Li and
Juhua Hu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Improved Knowledge Distillation via Full Kernel Matrix Transfer},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {612--620},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.69},
doi = {10.1137/1.9781611977172.69},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00010H22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001LL0LS0T22,
author = {Yiqi Wang and
Chaozhuo Li and
Mingzheng Li and
Wei Jin and
Yuming Liu and
Hao Sun and
Xing Xie and
Jiliang Tang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Localized Graph Collaborative Filtering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {540--548},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.61},
doi = {10.1137/1.9781611977172.61},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001LL0LS0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001LPT22,
author = {Zhao Kang and
Zhanyu Liu and
Shirui Pan and
Ling Tian},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Fine-grained Attributed Graph Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {370--378},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.42},
doi = {10.1137/1.9781611977172.42},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001LPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001XCY0W22,
author = {Yanqiao Zhu and
Yichen Xu and
Hejie Cui and
Carl Yang and
Qiang Liu and
Shu Wu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Structure-Enhanced Heterogeneous Graph Contrastive Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {82--90},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.10},
doi = {10.1137/1.9781611977172.10},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/0001XCY0W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002QYZ22,
author = {Yiming Zhang and
Yiyue Qian and
Yanfang Ye and
Chuxu Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Adapting Distilled Knowledge for Few-shot Relation Reasoning over
Knowledge Graphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {666--674},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.75},
doi = {10.1137/1.9781611977172.75},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002QYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0006TL0T22,
author = {Wentao Wang and
Joseph Thekinen and
Xiaorui Liu and
Zitao Liu and
Jiliang Tang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Learning from Imbalanced Crowdsourced Labeled Data},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {594--602},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.67},
doi = {10.1137/1.9781611977172.67},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0006TL0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0007T22,
author = {Shweta Jain and
Hanghang Tong},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{YACC:} {A} Framework Generalizing Tur{\'{a}}nShadow for Counting
Large Cliques},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {684--692},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.77},
doi = {10.1137/1.9781611977172.77},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0007T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00080ZF22,
author = {Pengfei Wang and
Kunpeng Liu and
Yuanchun Zhou and
Yanjie Fu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation
via Hawkes Process Based {LSTM}},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {711--719},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.80},
doi = {10.1137/1.9781611977172.80},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00080ZF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00120LTC22,
author = {Shuang Zhou and
Xiao Huang and
Ninghao Liu and
Qiaoyu Tan and
Fu{-}Lai Chung},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Unseen Anomaly Detection on Networks via Multi-Hypersphere Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {262--270},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.30},
doi = {10.1137/1.9781611977172.30},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00120LTC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0022W022,
author = {Chang Liu and
Lichen Wang and
Yun Fu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Meta Adversarial Weight for Unsupervised Domain Adaptation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {10--18},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.2},
doi = {10.1137/1.9781611977172.2},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0022W022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0074PL022,
author = {Li Zhang and
Nital Patel and
Xiuqi Li and
Jessica Lin},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Joint Time Series Chain: Detecting Unusual Evolving Trend across Time
Series},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {208--216},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.24},
doi = {10.1137/1.9781611977172.24},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0074PL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AmburgVB22,
author = {Ilya Amburg and
Nate Veldt and
Austin R. Benson},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Diverse and Experienced Group Discovery via Hypergraph Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {145--153},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.17},
doi = {10.1137/1.9781611977172.17},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AmburgVB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AnVZSL22,
author = {Bang An and
Amin Vahedian and
Xun Zhou and
W. Nick Street and
Yanhua Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident
Forecasting on Heterogeneous Spatio-Temporal Data},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {334--342},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.38},
doi = {10.1137/1.9781611977172.38},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AnVZSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BaiTW0Y022,
author = {Yue Bai and
Zhiqiang Tao and
Lichen Wang and
Sheng Li and
Yu Yin and
Yun Fu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Collaborative Attention Mechanism for Multi-Modal Time Series Classification},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {495--503},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.56},
doi = {10.1137/1.9781611977172.56},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BaiTW0Y022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaiSSZH022,
author = {Derun Cai and
Chenxi Sun and
Moxian Song and
Baofeng Zhang and
Shenda Hong and
Hongyan Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Hypergraph Contrastive Learning for Electronic Health Records},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {127--135},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.15},
doi = {10.1137/1.9781611977172.15},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CaiSSZH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenBG0T22,
author = {Tianyi Chen and
Francesco Bonchi and
David Garc{\'{\i}}a{-}Soriano and
Atsushi Miyauchi and
Charalampos E. Tsourakakis},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Dense and well-connected subgraph detection in dual networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {361--369},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.41},
doi = {10.1137/1.9781611977172.41},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChenBG0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenLW22,
author = {Lingwei Chen and
Xiaoting Li and
Dinghao Wu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Adversarially Reprogramming Pretrained Neural Networks for Data-limited
and Cost-efficient Malware Detection},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {693--701},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.78},
doi = {10.1137/1.9781611977172.78},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChooS22,
author = {Hyunjin Choo and
Kijung Shin},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {On the Persistence of Higher-Order Interactions in Real-World Hypergraphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {163--171},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.19},
doi = {10.1137/1.9781611977172.19},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChooS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChouHSCS022,
author = {Yen{-}hsiu Chou and
Shenda Hong and
Chenxi Sun and
Derun Cai and
Moxian Song and
Hongyan Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{GRP-FED:} Addressing Client Imbalance in Federated Learning via Global-Regularized
Personalization},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {451--458},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.51},
doi = {10.1137/1.9781611977172.51},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChouHSCS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChuR022,
author = {Zhixuan Chu and
Stephen L. Rathbun and
Sheng Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Learning Infomax and Domain-Independent Representations for Causal
Effect Inference with Real-World Data},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {433--441},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.49},
doi = {10.1137/1.9781611977172.49},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChuR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DengHDLM22,
author = {Grace Deng and
Cuize Han and
Tommaso Dreossi and
Clarence Lee and
David S. Matteson},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{IB-GAN:} {A} Unified Approach for Multivariate Time Series Classification
under Class Imbalance},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {217--225},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.25},
doi = {10.1137/1.9781611977172.25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DengHDLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingZZLT022,
author = {Yongliang Ding and
Tao Zhou and
Chuang Zhang and
Yijing Luo and
Juan Tang and
Chen Gong},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Multi-class Label Noise Learning via Loss Decomposition and Centroid
Estimation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {253--261},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.29},
doi = {10.1137/1.9781611977172.29},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/DingZZLT022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Du0S022,
author = {Yuanqi Du and
Xiaojie Guo and
Amarda Shehu and
Liang Zhao},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Interpretable Molecular Graph Generation via Monotonic Constraints},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {73--81},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.9},
doi = {10.1137/1.9781611977172.9},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Du0S022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EnnajariBB22,
author = {Hafsa Ennajari and
Nizar Bouguila and
Jamal Bentahar},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Knowledge-enhanced Spherical Representation Learning for Text Classification},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {639--647},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.72},
doi = {10.1137/1.9781611977172.72},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EnnajariBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FanJZY22,
author = {Yujie Fan and
Mingxuan Ju and
Chuxu Zhang and
Yanfang Ye},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Heterogeneous Temporal Graph Neural Network},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {657--665},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.74},
doi = {10.1137/1.9781611977172.74},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FanJZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FergusonM22,
author = {Daniel Ferguson and
Fran{\c{c}}ois G. Meyer},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Computation of the Sample Fr{\'{e}}chet Mean for Sets of Large
Graphs with Applications to Regression},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {379--387},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.43},
doi = {10.1137/1.9781611977172.43},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FergusonM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GerychHBACMRA22,
author = {Walter Gerych and
Thomas Hartvigsen and
Luke Buquicchio and
Abdulaziz Alajaji and
Kavin Chandrasekaran and
Hamid Mansoor and
Elke A. Rundensteiner and
Emmanuel Agu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Positive Unlabeled Learning with a Sequential Selection Bias},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {19--27},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.3},
doi = {10.1137/1.9781611977172.3},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GerychHBACMRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Gu0022,
author = {Wen Gu and
Teng Zhang and
Hai Jin},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Entropy Weight Allocation: Positive-unlabeled Learning via Optimal
Transport},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {37--45},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.5},
doi = {10.1137/1.9781611977172.5},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Gu0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuptaLCA22,
author = {Vishu Gupta and
Wei{-}keng Liao and
Alok N. Choudhary and
Ankit Agrawal},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {BRNet: Branched Residual Network for Fast and Accurate Predictive
Modeling of Materials Properties},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {343--351},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.39},
doi = {10.1137/1.9781611977172.39},
timestamp = {Mon, 07 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GuptaLCA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanCGMM022,
author = {Xiaolin Han and
Reynold Cheng and
Tobias Grubenmann and
Silviu Maniu and
Chenhao Ma and
Xiaodong Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse
Road Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {64--72},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.8},
doi = {10.1137/1.9781611977172.8},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanCGMM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeRWC22,
author = {Yixuan He and
Gesine Reinert and
Songchao Wang and
Mihai Cucuringu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{SSSNET:} Semi-Supervised Signed Network Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {244--252},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.28},
doi = {10.1137/1.9781611977172.28},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeRWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HouHZ00W22,
author = {Yupeng Hou and
Binbin Hu and
Wayne Xin Zhao and
Zhiqiang Zhang and
Jun Zhou and
Ji{-}Rong Wen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Neural Graph Matching for Pre-training Graph Neural Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {172--180},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.20},
doi = {10.1137/1.9781611977172.20},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HouHZ00W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/IacobCM22,
author = {Alexandra Iacob and
Bogdan Cautis and
Silviu Maniu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Contextual Bandits for Advertising Campaigns: {A} Diffusion-Model
Independent Approach},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {513--521},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.58},
doi = {10.1137/1.9781611977172.58},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/IacobCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ItoF22,
author = {Hiroyoshi Ito and
Christos Faloutsos},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {DualCast: Friendship-Preference Co-evolution Forecasting for Attributed
Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {46--54},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.6},
doi = {10.1137/1.9781611977172.6},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ItoF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaCXYAO022,
author = {Xiaowei Jia and
Shengyu Chen and
Yiqun Xie and
Haoyu Yang and
Alison P. Appling and
Samantha Oliver and
Zhe Jiang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical
Simulations to Predict Water Temperature},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {91--99},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.11},
doi = {10.1137/1.9781611977172.11},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JiaCXYAO022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiangZWZ22,
author = {Wenming Jiang and
Ying Zhao and
Yihan Wu and
Haojia Zuo},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Capturing Model Uncertainty with Data Augmentation in Deep Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {271--279},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.31},
doi = {10.1137/1.9781611977172.31},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JiangZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KosmanKS22,
author = {Eitan Kosman and
Ilya Kolchinsky and
Assaf Schuster},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Mining Logical Arithmetic Expressions From Proper Representations},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {621--629},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.70},
doi = {10.1137/1.9781611977172.70},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KosmanKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KulkarniSME022,
author = {Adithya Kulkarni and
Nasim Sabetpour and
Alexey Markin and
Oliver Eulenstein and
Qi Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{CPTAM:} Constituency Parse Tree Aggregation Method},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {630--638},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.71},
doi = {10.1137/1.9781611977172.71},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KulkarniSME022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeiberMPB22,
author = {Collin Leiber and
Dominik Mautz and
Claudia Plant and
Christian B{\"{o}}hm},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Automatic Parameter Selection for Non-Redundant Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {226--234},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.26},
doi = {10.1137/1.9781611977172.26},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LeiberMPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiW22,
author = {Xiangyu Li and
Hua Wang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Adaptive Principal Component Analysis},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {486--494},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.55},
doi = {10.1137/1.9781611977172.55},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuJ22,
author = {Meng Liu and
Shuiwang Ji},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors
to Sequences},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {55--63},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.7},
doi = {10.1137/1.9781611977172.7},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuY022,
author = {Haoliang Liu and
Tan Yu and
Ping Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Sensitivity-aware Distance Measurement for Boosting Metric Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {576--584},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.65},
doi = {10.1137/1.9781611977172.65},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuFR22,
author = {Fred Lu and
Francis Ferraro and
Edward Raff},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Continuously Generalized Ordinal Regression for Linear and Deep Models},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {28--36},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.4},
doi = {10.1137/1.9781611977172.4},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuoLYDW22,
author = {Wei{-}Lun Luo and
Yu{-}Ming Lu and
Jheng{-}Hong Yang and
Jin{-}Chuan Duan and
Chuan{-}Ju Wang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Multiperiod Corporate Default Prediction Through Neural Parametric
Family Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {316--324},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.36},
doi = {10.1137/1.9781611977172.36},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuoLYDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MandlechaCKK22,
author = {Pratik Mandlecha and
Snehith Kumar Chatakonda and
Neeraj Kollepara and
Pawan Kumar},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Hybrid Tokenization and Datasets for Solving Mathematics and Science
Problems Using Transformers},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {289--297},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.33},
doi = {10.1137/1.9781611977172.33},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MandlechaCKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MarxF22,
author = {Alexander Marx and
Jonas Fischer},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Estimating Mutual Information via Geodesic \emph{k}NN},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {415--423},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.47},
doi = {10.1137/1.9781611977172.47},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MarxF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Matsuda00O22,
author = {Koji Matsuda and
Yuya Sasaki and
Chuan Xiao and
Makoto Onizuka},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {FedMe: Federated Learning via Model Exchange},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {459--467},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.52},
doi = {10.1137/1.9781611977172.52},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Matsuda00O22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/McNeilMB22,
author = {Maxwell McNeil and
Boya Ma and
Petko Bogdanov},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{SAGA:} Signal-Aware Graph Aggregation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {136--144},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.16},
doi = {10.1137/1.9781611977172.16},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/McNeilMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MengJFLLC22,
author = {Guangyu Meng and
Qisheng Jiang and
Kaiqun Fu and
Beiyu Lin and
Chang{-}Tien Lu and
Zhqian Chen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Early Forecasting of the Impact of Traffic Accidents Using a Single
Shot Observation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {100--108},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.12},
doi = {10.1137/1.9781611977172.12},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MengJFLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MukherjeeGB22,
author = {Shrimon Mukherjee and
Madhusudan Ghosh and
Partha Basuchowdhuri},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {DeepGLSTM: Deep Graph Convolutional Network and {LSTM} based approach
for predicting drug-target binding affinity},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {729--737},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.82},
doi = {10.1137/1.9781611977172.82},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MukherjeeGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Ng0FLC022,
author = {Ignavier Ng and
Shengyu Zhu and
Zhuangyan Fang and
Haoyang Li and
Zhitang Chen and
Jun Wang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Masked Gradient-Based Causal Structure Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {424--432},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.48},
doi = {10.1137/1.9781611977172.48},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Ng0FLC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NiXHPC022,
author = {Xuelian Ni and
Fei Xiong and
Yutian Hu and
Shirui Pan and
Hongshu Chen and
Liang Wang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Cyclic Transfer Learning for Recommender Systems with Heterogeneous
Feedbacks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {567--575},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.64},
doi = {10.1137/1.9781611977172.64},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NiXHPC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OehmckeG22,
author = {Stefan Oehmcke and
Fabian Gieseke},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Input Selection for Bandwidth-Limited Neural Network Inference},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {280--288},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.32},
doi = {10.1137/1.9781611977172.32},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/OehmckeG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PannatierPF22,
author = {Arnaud Pannatier and
Ricardo Picatoste and
Fran{\c{c}}ois Fleuret},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors
Algorithm},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {325--333},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.37},
doi = {10.1137/1.9781611977172.37},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PannatierPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Pham0022,
author = {Thai{-}Hoang Pham and
Lei Xie and
Ping Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{FAME:} Fragment-based Conditional Molecular Generation for Phenotypic
Drug Discovery},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {720--728},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.81},
doi = {10.1137/1.9781611977172.81},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Pham0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PhanLN22,
author = {Dzung T. Phan and
Hongsheng Liu and
Lam M. Nguyen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {StepDIRECT - {A} Derivative-Free Optimization Method for Stepwise
Functions},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {477--485},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.54},
doi = {10.1137/1.9781611977172.54},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PhanLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PoursafaeiZR22,
author = {Farimah Poursafaei and
Zeljko Zilic and
Reihaneh Rabbany},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {A Strong Node Classification Baseline for Temporal Graphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {648--656},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.73},
doi = {10.1137/1.9781611977172.73},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PoursafaeiZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO22,
author = {Shoumik Roychoudhury and
Fang Zhou and
Zoran Obradovic},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Leveraging Dependencies among Learned Temporal Subsequences},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {504--512},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.57},
doi = {10.1137/1.9781611977172.57},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Sato22,
author = {Ryoma Sato},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Private Recommender Systems: How Can Users Build Their Own Fair Recommender
Systems without Log Data?},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {549--557},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.62},
doi = {10.1137/1.9781611977172.62},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Sato22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SchierRR22,
author = {Maximilian Schier and
Christoph Reinders and
Bodo Rosenhahn},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Constrained Mean Shift Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {235--243},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.27},
doi = {10.1137/1.9781611977172.27},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SchierRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SchoutenDP22,
author = {Rianne Margaretha Schouten and
Wouter Duivesteijn and
Mykola Pechenizkiy},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Exceptional Model Mining for Repeated Cross-Sectional Data {(EMM-RCS)}},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {585--593},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.66},
doi = {10.1137/1.9781611977172.66},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SchoutenDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StolmanL0S22,
author = {Andrew Stolman and
Caleb Levy and
C. Seshadhri and
Aneesh Sharma},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Classic Graph Structural Features Outperform Factorization-Based Graph
Embedding Methods on Community Labeling},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {388--396},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.44},
doi = {10.1137/1.9781611977172.44},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StolmanL0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunLCCDTZM22,
author = {Caiqi Sun and
Penghao Lu and
Lei Cheng and
Zhenfu Cao and
Xiaolei Dong and
Yili Tang and
Jun Zhou and
Linjian Mo},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Multi-interest Sequence Modeling for Recommendation with Causal Embedding},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {406--414},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.46},
doi = {10.1137/1.9781611977172.46},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SunLCCDTZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunLZ22,
author = {Hao Sun and
Yuntao Li and
Yan Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {ConLearn: Contextual-knowledge-aware Concept Prerequisite Relation
Learning with Graph Neural Network},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {118--126},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.14},
doi = {10.1137/1.9781611977172.14},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SunLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TayalJGWR022,
author = {Kshitij Tayal and
Xiaowei Jia and
Rahul Ghosh and
Jared Willard and
Jordan S. Read and
Vipin Kumar},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Invertibility aware Integration of Static and Time-series data: An
application to Lake Temperature Modeling},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {702--710},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.79},
doi = {10.1137/1.9781611977172.79},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TayalJGWR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangMTZ022,
author = {Tianqi Wang and
Fenglong Ma and
Tang Tang and
Longfei Zhang and
Jing Gao},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Textbook Enhanced Student Learning Outcome Prediction},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {352--360},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.40},
doi = {10.1137/1.9781611977172.40},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangMTZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangS22,
author = {Zhikai Wang and
Yanyan Shen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Time-aware Multi-interest Capsule Network for Sequential Recommendation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {558--566},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.63},
doi = {10.1137/1.9781611977172.63},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WeiLZM22,
author = {Jiahui Wei and
Zhixin Li and
Jianwei Zhu and
Huifang Ma},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Flexible Image Captioning via Internal Understanding and External
Reasoning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {307--315},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.35},
doi = {10.1137/1.9781611977172.35},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WeiLZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YamaguchiUK22,
author = {Akihiro Yamaguchi and
Ken Ueno and
Hisashi Kashima},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Learning Time-series Shapelets Enhancing Discriminability},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {190--198},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.22},
doi = {10.1137/1.9781611977172.22},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YamaguchiUK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Yeh0WCZ0K22,
author = {Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Zhongfang Zhuang and
Wei Zhang and
Eamonn J. Keogh},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Error-bounded Approximate Time Series Joins using Compact Dictionary
Representations of Time Series},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {181--189},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.21},
doi = {10.1137/1.9781611977172.21},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Yeh0WCZ0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YooS22,
author = {Jaemin Yoo and
Lee Sael},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Transition Matrix Representation of Trees with Transposed Convolutions},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {154--162},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.18},
doi = {10.1137/1.9781611977172.18},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YooS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaLZH22,
author = {Daochen Zha and
Kwei{-}Herng Lai and
Kaixiong Zhou and
Xia Hu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Towards Similarity-Aware Time-Series Classification},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {199--207},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.23},
doi = {10.1137/1.9781611977172.23},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaLZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangSZ022,
author = {Yue Zhang and
Mingming Sun and
Jingyuan Zhang and
Ping Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Explainable Concept Graph Completion by Bridging Open-Domain Relations
and Concepts},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {675--683},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.76},
doi = {10.1137/1.9781611977172.76},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangSZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangWLY22,
author = {Qianru Zhang and
Zheng Wang and
Cheng Long and
Siu{-}Ming Yiu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {On Predicting and Generating a Good Break Shot in Billiards Sports},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {109--117},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.13},
doi = {10.1137/1.9781611977172.13},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangWLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangWYZ022,
author = {Qiannan Zhang and
Xiaodong Wu and
Qiang Yang and
Chuxu Zhang and
Xiangliang Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {HG-Meta: Graph Meta-learning over Heterogeneous Graphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {397--405},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.45},
doi = {10.1137/1.9781611977172.45},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangWYZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangZZ022,
author = {Yishuo Zhang and
Nayyar Abbas Zaidi and
Jiahui Zhou and
Gang Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{GANBLR++:} Incorporating Capacity to Generate Numeric Attributes
and Leveraging Unrestricted Bayesian Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {298--306},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.34},
doi = {10.1137/1.9781611977172.34},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangZZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zhao0CS22,
author = {Sichen Zhao and
Wei Shao and
Jeffrey Chan and
Flora D. Salim},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Measuring disentangled generative spatio-temporal representation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {522--530},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.59},
doi = {10.1137/1.9781611977172.59},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zhao0CS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoZCM22,
author = {Keke Zhao and
Xing Zhao and
Qi Cao and
Linjian Mo},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {A Non-sequential Approach to Deep User Interest Model for {CTR} Prediction},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {531--539},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.60},
doi = {10.1137/1.9781611977172.60},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoZCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zhou0X0022,
author = {Guanglin Zhou and
Lina Yao and
Xiwei Xu and
Chen Wang and
Liming Zhu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Cycle-Balanced Representation Learning For Counterfactual Inference},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {442--450},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.50},
doi = {10.1137/1.9781611977172.50},
timestamp = {Sat, 27 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zhou0X0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouL022,
author = {Yingxue Zhou and
Xinyan Li and
Arindam Banerjee},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Noisy Truncated {SGD:} Optimization and Generalization},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {468--476},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.53},
doi = {10.1137/1.9781611977172.53},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zhu022,
author = {Ronghang Zhu and
Sheng Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Self-supervision based Semantic Alignment for Unsupervised Domain
Adaptation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {1--9},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.1},
doi = {10.1137/1.9781611977172.1},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zhu022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuangH22,
author = {Jun Zhuang and
Mohammad Al Hasan},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Deperturbation of Online Social Networks via Bayesian Label Transition},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {603--611},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.68},
doi = {10.1137/1.9781611977172.68},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuangH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2022,
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172},
doi = {10.1137/1.9781611977172},
isbn = {978-1-61197-717-2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001HZHFH21,
author = {Kunpeng Liu and
Haibo Huang and
Wei Zhang and
Ahmad Hariri and
Yanjie Fu and
Kien A. Hua},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Multi-Armed Bandit Based Feature Selection},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {316--323},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.36},
doi = {10.1137/1.9781611976700.36},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001HZHFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001O21,
author = {Tomoya Sakai and
Naoto Ohsaka},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Predictive Optimization with Zero-Shot Domain Adaptation},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {369--377},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.42},
doi = {10.1137/1.9781611976700.42},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001O21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002ZP021,
author = {Wenbin Zhang and
Liming Zhang and
Dieter Pfoser and
Liang Zhao},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Disentangled Dynamic Graph Deep Generation},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {738--746},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.83},
doi = {10.1137/1.9781611976700.83},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002ZP021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0007WC0Y0F21,
author = {Lu Jiang and
Pengyang Wang and
Ke Cheng and
Kunpeng Liu and
Minghao Yin and
Bo Jin and
Yanjie Fu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {EduHawkes: {A} Neural Hawkes Process Approach for Online Study Behavior
Modeling},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {567--575},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.64},
doi = {10.1137/1.9781611976700.64},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0007WC0Y0F21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0008GTM021,
author = {Qi Zhu and
Fang Guo and
Jingjing Tian and
Yuning Mao and
Jiawei Han},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {477--485},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.54},
doi = {10.1137/1.9781611976700.54},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0008GTM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0018PYWS21,
author = {Min Liu and
Zhaohui Peng and
Xiaohui Yu and
Senzhang Wang and
Qiao Song},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {LDFeRR: {A} Fuel-efficient Route Recommendation Approach for Long-distance
Driving Based on Historical Trajectories},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {73--81},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.9},
doi = {10.1137/1.9781611976700.9},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0018PYWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalLY21,
author = {Charu C. Aggarwal and
Yao Li and
Philip S. Yu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Signature-Based Anomaly Detection in Networks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {109--117},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.13},
doi = {10.1137/1.9781611976700.13},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AltieriPPV21,
author = {Federico Altieri and
Andrea Pietracaprina and
Geppino Pucci and
Fabio Vandin},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Scalable Distributed Approximation of Internal Measures for Clustering
Evaluation},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {648--656},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.73},
doi = {10.1137/1.9781611976700.73},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AltieriPPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AnYKWK21,
author = {Guoyuan An and
Sung Eui Yoon and
Jae Yoon Kim and
Lin Wang and
Myoung Ho Kim},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {GraphShop: Graph-based Approach for Shop-type Recommendation},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {55--63},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.7},
doi = {10.1137/1.9781611976700.7},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AnYKWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AnjumAXH21,
author = {Omer Anjum and
Mohammad Almasri and
Jinjun Xiong and
Wen{-}Mei W. Hwu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {PhraseScope: An Effective and Unsupervised Framework for Mining High
Quality Phrases},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {639--647},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.72},
doi = {10.1137/1.9781611976700.72},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AnjumAXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BanerjeeKBDSO21,
author = {Bonny Banerjee and
Masoumeh Heidari Kapourchali and
Murchana Baruah and
Mousumi Deb and
Kenneth Sakauye and
Mette S. Olufsen},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Synthesizing Skeletal Motion and Physiological Signals as a Function
of a Virtual Human's Actions and Emotions},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {684--692},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.77},
doi = {10.1137/1.9781611976700.77},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BanerjeeKBDSO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BernsB21,
author = {Fabian Berns and
Christian Beecks},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Stochastic Time Series Representation for Interval Pattern Mining
via Gaussian Processes},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {10--18},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.2},
doi = {10.1137/1.9781611976700.2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BernsB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BernsB21a,
author = {Fabian Berns and
Christian Beecks},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Complexity-Adaptive Gaussian Process Model Inference for Large-Scale
Data},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {360--368},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.41},
doi = {10.1137/1.9781611976700.41},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BernsB21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BoleyTBW21,
author = {Mario Boley and
Simon Teshuva and
Pierre Le Bodic and
Geoffrey I. Webb},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Better Short than Greedy: Interpretable Models through Optimal Rule
Boosting},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {351--359},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.40},
doi = {10.1137/1.9781611976700.40},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BoleyTBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BuK21,
author = {Jie Bu and
Anuj Karpatne},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Quadratic Residual Networks: {A} New Class of Neural Networks for
Solving Forward and Inverse Problems in Physics Involving PDEs},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {675--683},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.76},
doi = {10.1137/1.9781611976700.76},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BuK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BudhathokiBV21,
author = {Kailash Budhathoki and
Mario Boley and
Jilles Vreeken},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Discovering Reliable Causal Rules},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {1--9},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.1},
doi = {10.1137/1.9781611976700.1},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BudhathokiBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DaiK0H21,
author = {Xin Dai and
Xiangnan Kong and
Tian Guo and
Yixian Huang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {CiNet: Redesigning Deep Neural Networks for Efficient Mobile-Cloud
Collaborative Inference},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {459--467},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.52},
doi = {10.1137/1.9781611976700.52},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DaiK0H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DevosMD21,
author = {Laurens Devos and
Wannes Meert and
Jesse Davis},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Verifying Tree Ensembles by Reasoning about Potential Instances},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {450--458},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.51},
doi = {10.1137/1.9781611976700.51},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DevosMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingCYW21,
author = {Hu Ding and
Tan Chen and
Fan Yang and
Mingyue Wang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {A Data-Dependent Algorithm for Querying Earth Mover's Distance with
Low Doubling Dimensions},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {630--638},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.71},
doi = {10.1137/1.9781611976700.71},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DingCYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DiochnosT21,
author = {Dimitrios I. Diochnos and
Theodore B. Trafalis},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Learning Reliable Rules under Class Imbalance},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {28--36},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.4},
doi = {10.1137/1.9781611976700.4},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DiochnosT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DuXWT21,
author = {Wei Du and
Depeng Xu and
Xintao Wu and
Hanghang Tong},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Fairness-aware Agnostic Federated Learning},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {181--189},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.21},
doi = {10.1137/1.9781611976700.21},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DuXWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ErichsonTWM21,
author = {N. Benjamin Erichson and
Dane Taylor and
Qixuan Wu and
Michael W. Mahoney},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Noise-Response Analysis of Deep Neural Networks Quantifies Robustness
and Fingerprints Structural Malware},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {100--108},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.12},
doi = {10.1137/1.9781611976700.12},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ErichsonTWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Fan0LHDF21,
author = {Wei Fan and
Kunpeng Liu and
Hao Liu and
Ahmad Hariri and
Dejing Dou and
Yanjie Fu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement
Learning},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {342--350},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.39},
doi = {10.1137/1.9781611976700.39},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Fan0LHDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GaoH21,
author = {Hongchang Gao and
Heng Huang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Faster Stochastic Second Order Method for Large-Scale Machine Learning
Models},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {405--413},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.46},
doi = {10.1137/1.9781611976700.46},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GaoH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GaoWR21,
author = {Hongchang Gao and
Gang Wu and
Ryan A. Rossi},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Provable Distributed Stochastic Gradient Descent with Delayed Updates},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {441--449},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.50},
doi = {10.1137/1.9781611976700.50},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GaoWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GrintenAPM21,
author = {Alexander van der Grinten and
Eugenio Angriman and
Maria Predari and
Henning Meyerhenke},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {New Approximation Algorithms for Forest Closeness Centrality - for
Individual Vertices and Vertex Groups},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {136--144},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.16},
doi = {10.1137/1.9781611976700.16},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GrintenAPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Grosse021,
author = {Kathrin Grosse and
Michael Backes},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Do winning tickets exist before {DNN} training?},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {549--557},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.62},
doi = {10.1137/1.9781611976700.62},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Grosse021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HagedornH21,
author = {Christopher Hagedorn and
Johannes Huegle},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {GPU-Accelerated Constraint-Based Causal Structure Learning for Discrete
Data},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {37--45},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.5},
doi = {10.1137/1.9781611976700.5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HagedornH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeKTL21,
author = {Jiayu He and
Matloob Khushi and
Nguyen Hoang Tran and
Tongliang Liu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Robust Dual Recurrent Neural Networks for Financial Time Series Prediction},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {747--755},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.84},
doi = {10.1137/1.9781611976700.84},
timestamp = {Sat, 29 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeKTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeS0021,
author = {Wenchong He and
Arpan Man Sainju and
Zhe Jiang and
Da Yan},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Deep Neural Network for 3D Surface Segmentation based on Contour Tree
Hierarchy},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {253--261},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.29},
doi = {10.1137/1.9781611976700.29},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeS0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeimannCVK21,
author = {Mark Heimann and
Xiyuan Chen and
Fatemeh Vahedian and
Danai Koutra},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Refining Network Alignment to Improve Matched Neighborhood Consistency},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {172--180},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.20},
doi = {10.1137/1.9781611976700.20},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeimannCVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HsiehSWH21,
author = {Tsung{-}Yu Hsieh and
Yiwei Sun and
Suhang Wang and
Vasant G. Honavar},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Functional Autoencoders for Functional Data Representation Learning},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {666--674},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.75},
doi = {10.1137/1.9781611976700.75},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HsiehSWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangGB21,
author = {Leo Huang and
Andrew J. Graven and
David Bindel},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Density of States Graph Kernels},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {289--297},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.33},
doi = {10.1137/1.9781611976700.33},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuangGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Jeon0HKPLLL21,
author = {Jinsung Jeon and
Dongeun Lee and
Seunghyun Hwang and
Soyoung Kang and
Noseong Park and
Duanshun Li and
Kookjin Lee and
Jing Liu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Large-Scale Flight Frequency Optimization with Global Convergence
in the {US} Domestic Air Passenger Markets},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {711--719},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.80},
doi = {10.1137/1.9781611976700.80},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Jeon0HKPLLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JeonLKLPLUJ21,
author = {Jinsung Jeon and
Jing Liu and
Jayoung Kim and
Jaehoon Lee and
Noseong Park and
Jamie Jooyeon Lee and
{\"{O}}zlem Uzuner and
Sushil Jajodia},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Scalable Graph Synthesis with Adj and 1 - Adj},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {307--315},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.35},
doi = {10.1137/1.9781611976700.35},
timestamp = {Mon, 17 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JeonLKLPLUJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaLZSAOR21,
author = {Xiaowei Jia and
Beiyu Lin and
Jacob Zwart and
Jeffrey M. Sadler and
Alison P. Appling and
Samantha Oliver and
Jordan S. Read},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Graph-based Reinforcement Learning for Active Learning in Real Time:
An Application in Modeling River Networks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {621--629},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.70},
doi = {10.1137/1.9781611976700.70},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaLZSAOR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaZSAOMWXSRK21,
author = {Xiaowei Jia and
Jacob Zwart and
Jeffrey M. Sadler and
Alison P. Appling and
Samantha Oliver and
Steven Markstrom and
Jared Willard and
Shaoming Xu and
Michael S. Steinbach and
Jordan S. Read and
Vipin Kumar},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature
in River Networks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {612--620},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.69},
doi = {10.1137/1.9781611976700.69},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaZSAOMWXSRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JinWY21,
author = {Xiaoyong Jin and
Yu{-}Xiang Wang and
Xifeng Yan},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Inter-Series Attention Model for {COVID-19} Forecasting},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {495--503},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.56},
doi = {10.1137/1.9781611976700.56},
timestamp = {Tue, 28 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JinWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KalofoliasWV21,
author = {Janis Kalofolias and
Pascal Welke and
Jilles Vreeken},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {{SUSAN:} The Structural Similarity Random Walk Kernel},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {298--306},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.34},
doi = {10.1137/1.9781611976700.34},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KalofoliasWV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KanatsoulisS21,
author = {Charilaos I. Kanatsoulis and
Nicholas D. Sidiropoulos},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for {COVID-19}
drug repurposing},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {603--611},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.68},
doi = {10.1137/1.9781611976700.68},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KanatsoulisS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KeyaIPSF21,
author = {Kamrun Naher Keya and
Rashidul Islam and
Shimei Pan and
Ian Stockwell and
James R. Foulds},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Equitable Allocation of Healthcare Resources with Fair Survival Models},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {190--198},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.22},
doi = {10.1137/1.9781611976700.22},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KeyaIPSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LavaniaWIB21,
author = {Chandrashekhar Lavania and
Kai Wei and
Rishabh K. Iyer and
Jeff A. Bilmes},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {A Practical Online Framework for Extracting Running Video Summaries
under a Fixed Memory Budget},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {226--234},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.26},
doi = {10.1137/1.9781611976700.26},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LavaniaWIB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiCW21,
author = {Xiaoting Li and
Lingwei Chen and
Dinghao Wu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Turning Attacks into Protection: Social Media Privacy Protection Using
Adversarial Attacks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {208--216},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.24},
doi = {10.1137/1.9781611976700.24},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiGS21,
author = {Peiran Li and
Fang Guo and
Jingbo Shang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {"Misc"-Aware Weakly Supervised Aspect Classification},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {468--476},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.53},
doi = {10.1137/1.9781611976700.53},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiHSSL21,
author = {Chen Li and
Linmei Hu and
Chuan Shi and
Guojie Song and
Yuanfu Lu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Sequence-aware Heterogeneous Graph Neural Collaborative Filtering},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {64--72},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.8},
doi = {10.1137/1.9781611976700.8},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiHSSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZ0CZ21,
author = {Zhongnian Li and
Tao Zhang and
Wei Shao and
Songcan Chen and
Daoqiang Zhang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Sign-aware Perturbations Regression},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {396--404},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.45},
doi = {10.1137/1.9781611976700.45},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZ0CZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuLCWSH21,
author = {Chenghao Liu and
Tao Lu and
Zhiyong Cheng and
Xin Wang and
Jianling Sun and
Steven C. H. Hoi},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Discrete Listwise Collaborative Filtering for Fast Recommendation},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {46--54},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.6},
doi = {10.1137/1.9781611976700.6},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuLCWSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MalikUHKA21,
author = {Osman Asif Malik and
Shashanka Ubaru and
Lior Horesh and
Misha E. Kilmer and
Haim Avron},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Dynamic Graph Convolutional Networks Using the Tensor M-Product},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {729--737},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.82},
doi = {10.1137/1.9781611976700.82},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MalikUHKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ManiDG21,
author = {Priya Mani and
Carlotta Domeniconi and
Igor Griva},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Unsupervised Selective Manifold Regularized Matrix Factorization},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {657--665},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.74},
doi = {10.1137/1.9781611976700.74},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ManiDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MarufK21,
author = {M. Maruf and
Anuj Karpatne},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Maximizing Cohesion and Separation in Graph Representation Learning:
{A} Distance-aware Negative Sampling Approach},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {271--279},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.31},
doi = {10.1137/1.9781611976700.31},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MarufK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MarxYL21,
author = {Alexander Marx and
Lincen Yang and
Matthijs van Leeuwen},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Estimating Conditional Mutual Information for Discrete-Continuous
Mixtures using Multi-Dimensional Adaptive Histograms},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {387--395},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.44},
doi = {10.1137/1.9781611976700.44},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MarxYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MillotCB21,
author = {Alexandre Millot and
R{\'{e}}my Cazabet and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Exceptional Model Mining meets Multi-objective Optimization},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {378--386},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.43},
doi = {10.1137/1.9781611976700.43},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MillotCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OzcanMI21,
author = {G{\"{o}}zde {\"{O}}zcan and
Armin Moharrer and
Stratis Ioannidis},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Submodular Maximization via Taylor Series Approximation},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {423--431},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.48},
doi = {10.1137/1.9781611976700.48},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OzcanMI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PinxterenC21,
author = {Sam Pinxteren and
Toon Calders},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Efficient Permutation Testing for Significant Sequential Patterns},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {19--27},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.3},
doi = {10.1137/1.9781611976700.3},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PinxterenC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QinWMYW021,
author = {Can Qin and
Lichen Wang and
Qianqian Ma and
Yu Yin and
Huan Wang and
Yun Fu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Contradictory Structure Learning for Semi-supervised Domain Adaptation},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {576--584},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.65},
doi = {10.1137/1.9781611976700.65},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/QinWMYW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RezaeiGS21,
author = {Aria Rezaei and
Jie Gao and
Anand D. Sarwate},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Influencers and the Giant Component: The Fundamental Hardness in Privacy
Protection for Socially Contagious Attributes},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {217--225},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.25},
doi = {10.1137/1.9781611976700.25},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RezaeiGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SarpeV21,
author = {Ilie Sarpe and
Fabio Vandin},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {{PRESTO:} Simple and Scalable Sampling Techniques for the Rigorous
Approximation of Temporal Motif Counts},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {145--153},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.17},
doi = {10.1137/1.9781611976700.17},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SarpeV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SatoYK21,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Random Features Strengthen Graph Neural Networks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {333--341},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.38},
doi = {10.1137/1.9781611976700.38},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SatoYK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SetoWZ21,
author = {Skyler Seto and
Martin T. Wells and
Wenyu Zhang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {{HALO:} Learning to Prune Neural Networks with Shrinkage},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {558--566},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.63},
doi = {10.1137/1.9781611976700.63},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SetoWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SilvaGMH21,
author = {Leonor Silva and
Helena Galhardas and
Vasco M. Manquinho and
Rui Henriques},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {{UNIANO:} robust and efficient anomaly consensus in time series sensitive
to cross-correlated anomaly profiles},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {324--332},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.37},
doi = {10.1137/1.9781611976700.37},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SilvaGMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SrinivasanZK21,
author = {Balasubramaniam Srinivasan and
Da Zheng and
George Karypis},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Learning over Families of Sets - Hypergraph Representation Learning
for Higher Order Tasks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {756--764},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.85},
doi = {10.1137/1.9781611976700.85},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SrinivasanZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TajimaHZK21,
author = {Kenya Tajima and
Yoshihiro Hirohashi and
Esmeraldo Ronnie Rey Zara and
Tsuyoshi Kato},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Frank-Wolfe algorithm for learning SVM-type multi-category classifiers},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {432--440},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.49},
doi = {10.1137/1.9781611976700.49},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TajimaHZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TaymouriRE21,
author = {Farbod Taymouri and
Marcello La Rosa and
Sarah M. Erfani},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {A Deep Adversarial Model for Suffix and Remaining Time Prediction
of Event Sequences},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {522--530},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.59},
doi = {10.1137/1.9781611976700.59},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TaymouriRE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Wang0ZCFJF021,
author = {Daixin Wang and
Zhiqiang Zhang and
Jun Zhou and
Peng Cui and
Jingli Fang and
Quanhui Jia and
Yanming Fang and
Yuan Qi},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Temporal-Aware Graph Neural Network for Credit Risk Prediction},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {702--710},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.79},
doi = {10.1137/1.9781611976700.79},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Wang0ZCFJF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangDZC21,
author = {Jianling Wang and
Kaize Ding and
Ziwei Zhu and
James Caverlee},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Session-based Recommendation with Hypergraph Attention Networks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {82--90},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.10},
doi = {10.1137/1.9781611976700.10},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangDZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangELH21,
author = {Qizhou Wang and
Sarah M. Erfani and
Christopher Leckie and
Michael E. Houle},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {A Dimensionality-Driven Approach for Unsupervised Out-of-distribution
Detection},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {118--126},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.14},
doi = {10.1137/1.9781611976700.14},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangELH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangLTZX21,
author = {Kaixin Wang and
Cheng Long and
Yongxin Tong and
Jie Zhang and
Yi Xu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Adaptive Holding for Online Bottleneck Matching with Delays},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {235--243},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.27},
doi = {10.1137/1.9781611976700.27},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangLTZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangMWTZG21,
author = {Tianqi Wang and
Fenglong Ma and
Yaqing Wang and
Tang Tang and
Longfei Zhang and
Jing Gao},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Towards Learning Outcome Prediction via Modeling Question Explanations
and Student Responses},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {693--701},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.78},
doi = {10.1137/1.9781611976700.78},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangMWTZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZMY21,
author = {Senzhang Wang and
Meiyue Zhang and
Hao Miao and
Philip S. Yu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {MT-STNets: Multi-Task Spatial-Temporal Networks for Multi-Scale Traffic
Prediction},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {504--512},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.57},
doi = {10.1137/1.9781611976700.57},
timestamp = {Mon, 27 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangZMY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZWG21,
author = {Haoyu Wang and
Hengtong Zhang and
Yaqing Wang and
Jing Gao},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Fair Classification Under Strict Unawareness},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {199--207},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.23},
doi = {10.1137/1.9781611976700.23},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangZWG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WiegandKV21,
author = {Boris Wiegand and
Dietrich Klakow and
Jilles Vreeken},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Mining Easily Understandable Models from Complex Event Logs},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {244--252},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.28},
doi = {10.1137/1.9781611976700.28},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WiegandKV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuCNLNSZCZ21,
author = {Dongkuan Xu and
Wei Cheng and
Jingchao Ni and
Dongsheng Luo and
Masanao Natsumeda and
Dongjin Song and
Bo Zong and
Haifeng Chen and
Xiang Zhang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly
Precursor Detection},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {91--99},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.11},
doi = {10.1137/1.9781611976700.11},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuCNLNSZCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuLLLT21,
author = {Han Xu and
Yaxin Li and
Xiaorui Liu and
Hui Liu and
Jiliang Tang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Yet Meta Learning Can Adapt Fast, it Can Also Break Easily},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {540--548},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.61},
doi = {10.1137/1.9781611976700.61},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuLLLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuPFTJZ21,
author = {Yi{-}Xuan Xu and
Ming Pang and
Ji Feng and
Kai Ming Ting and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Reconstruction-based Anomaly Detection with Completely Random Forest},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {127--135},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.15},
doi = {10.1137/1.9781611976700.15},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/XuPFTJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaLCG21,
author = {Jing Ya and
Tingwen Liu and
Jiangxia Cao and
Li Guo},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Heterogeneous Graph Neural Networks for Query-focused Summarization},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {720--728},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.81},
doi = {10.1137/1.9781611976700.81},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YaLCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YamaguchiU21,
author = {Akihiro Yamaguchi and
Ken Ueno},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Learning Time-series Shapelets via Supervised Feature Selection},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {262--270},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.30},
doi = {10.1137/1.9781611976700.30},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YamaguchiU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangYD021,
author = {Yuanlin Yang and
Guoxian Yu and
Carlotta Domeniconi and
Xiangliang Zhang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Deep Multi-type Objects Muli-view Multi-instance Multi-label Learning},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {486--494},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.55},
doi = {10.1137/1.9781611976700.55},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangYD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YiHP21,
author = {Peiyu Yi and
Feihu Huang and
Jian Peng},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {A Fine-grained Graph-based Spatiotemporal Network for Bike Flow Prediction
in Bike-sharing Systems},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {513--521},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.58},
doi = {10.1137/1.9781611976700.58},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YiHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YinCFP21,
author = {Kejing Yin and
William K. Cheung and
Benjamin C. M. Fung and
Jonathan Poon},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {TedPar: Temporally Dependent {PARAFAC2} Factorization for Phenotype-based
Disease Progression Modeling},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {594--602},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.67},
doi = {10.1137/1.9781611976700.67},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YinCFP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YooK21,
author = {Jaemin Yoo and
U Kang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Attention-Based Autoregression for Accurate and Efficient Multivariate
Time Series Forecasting},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {531--539},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.60},
doi = {10.1137/1.9781611976700.60},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YooK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuTAEV21,
author = {Sixie Yu and
Leo Torres and
Scott Alfeld and
Tina Eliassi{-}Rad and
Yevgeniy Vorobeychik},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {{POTION} : Optimizing Graph Structure for Targeted Diffusion},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {154--162},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.18},
doi = {10.1137/1.9781611976700.18},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuTAEV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangQLLCGL21,
author = {Xianli Zhang and
Buyue Qian and
Yang Li and
Yang Liu and
Xi Chen and
Chong Guan and
Chen Li},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Learning Robust Patient Representations from Multi-modal Electronic
Health Records: {A} Supervised Deep Learning Approach},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {585--593},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.66},
doi = {10.1137/1.9781611976700.66},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangQLLCGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhengCLL21,
author = {Leqian Zheng and
Hau Chan and
Grigorios Loukides and
Minming Li},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Maximizing Approximately \emph{k}-Submodular Functions},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {414--422},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.47},
doi = {10.1137/1.9781611976700.47},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhengCLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouLLSSC21,
author = {Houquan Zhou and
Shenghua Liu and
Kyuhan Lee and
Kijung Shin and
Huawei Shen and
Xueqi Cheng},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {{DPGS:} Degree-Preserving Graph Summarization},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {280--288},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.32},
doi = {10.1137/1.9781611976700.32},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouLLSSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuLHK21,
author = {Jing Zhu and
Xingyu Lu and
Mark Heimann and
Danai Koutra},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Node Proximity Is All You Need: Unified Structural and Positional
Node and Graph Embedding},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {163--171},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.19},
doi = {10.1137/1.9781611976700.19},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuLHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2021,
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700},
doi = {10.1137/1.9781611976700},
isbn = {978-1-61197-670-0},
timestamp = {Sat, 21 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalLY20,
author = {Charu C. Aggarwal and
Yao Li and
Philip S. Yu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {On Supervised Change Detection in Graph Streams},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {289--297},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.33},
doi = {10.1137/1.9781611976236.33},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AlaeeASMGK20,
author = {Sara Alaee and
Alireza Abdoli and
Christian R. Shelton and
Amy C. Murillo and
Alec C. Gerry and
Eamonn J. Keogh},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Features or Shape? Tackling the False Dichotomy of Time Series Classification},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {442--450},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.50},
doi = {10.1137/1.9781611976236.50},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AlaeeASMGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BauckhageSW20,
author = {Christian Bauckhage and
Rafet Sifa and
Stefan Wrobel},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Adiabatic Quantum Computing for Max-Sum Diversification},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {343--351},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.39},
doi = {10.1137/1.9781611976236.39},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BauckhageSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChangKPK20,
author = {Buru Chang and
Yookyung Koh and
Donghyeon Park and
Jaewoo Kang},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Content-Aware Successive Point-of-Interest Recommendation},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {100--108},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.12},
doi = {10.1137/1.9781611976236.12},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChangKPK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChangOL20,
author = {Changgee Chang and
Jihwan Oh and
Qi Long},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {{GRIA:} Graphical Regularization for Integrative Analysis},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {604--612},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.68},
doi = {10.1137/1.9781611976236.68},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChangOL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengGCL20,
author = {Lu Cheng and
Ruocheng Guo and
K. Sel{\c{c}}uk Candan and
Huan Liu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Representation Learning for Imbalanced Cross-Domain Classification},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {478--486},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.54},
doi = {10.1137/1.9781611976236.54},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengGCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChiuLL20,
author = {Chi{-}Cheng Chiu and
Pin{-}Yen Lin and
Chih{-}Jen Lin},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Two-variable Dual Coordinate Descent Methods for Linear {SVM} with/without
the Bias Term},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {163--171},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.19},
doi = {10.1137/1.9781611976236.19},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChiuLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChouLL20,
author = {Hung{-}Yi Chou and
Pin{-}Yen Lin and
Chih{-}Jen Lin},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Dual Coordinate-Descent Methods for Linear One-Class {SVM} and {SVDD}},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {181--189},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.21},
doi = {10.1137/1.9781611976236.21},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChouLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CostaO20,
author = {Gianni Costa and
Riccardo Ortale},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Document Clustering Meets Topic Modeling with Word Embeddings},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {244--252},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.28},
doi = {10.1137/1.9781611976236.28},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CostaO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DaiKLLM20,
author = {Xin Dai and
Xiangnan Kong and
Xinyue Liu and
John Boaz Lee and
Constance M. Moore},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Dual-Attention Recurrent Networks for Affine Registration of Neuroimaging
Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {379--387},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.43},
doi = {10.1137/1.9781611976236.43},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DaiKLLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DawTCRAK20,
author = {Arka Daw and
R. Quinn Thomas and
Cayelan C. Carey and
Jordan S. Read and
Alison P. Appling and
Anuj Karpatne},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Physics-Guided Architecture {(PGA)} of Neural Networks for Quantifying
Uncertainty in Lake Temperature Modeling},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {532--540},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.60},
doi = {10.1137/1.9781611976236.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DawTCRAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DengKLB20,
author = {Junning Deng and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Explainable Subgraphs with Surprising Densities: {A} Subgroup Discovery
Approach},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {586--594},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.66},
doi = {10.1137/1.9781611976236.66},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DengKLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingGYCLH20,
author = {Rui Ding and
Guibing Guo and
Xiaochun Yang and
Bowei Chen and
Zhirong Liu and
Xiuqiang He},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {BiGAN: Collaborative Filtering with Bidirectional Generative Adversarial
Networks},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {82--90},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.10},
doi = {10.1137/1.9781611976236.10},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DingGYCLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DrumondBGS20,
author = {Rafael R{\^{e}}go Drumond and
Lukas Brinkmeyer and
Josif Grabocka and
Lars Schmidt{-}Thieme},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {{HIDRA:} Head Initialization across Dynamic targets for Robust Architectures},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {397--405},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.45},
doi = {10.1137/1.9781611976236.45},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DrumondBGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EnglhardtB20,
author = {Adrian Englhardt and
Klemens B{\"{o}}hm},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Exploring the Unknown - Query Synthesis in One-Class Active Learning},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {145--153},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.17},
doi = {10.1137/1.9781611976236.17},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EnglhardtB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EnglhardtTVB20,
author = {Adrian Englhardt and
Holger Trittenbach and
Dennis Vetter and
Klemens B{\"{o}}hm},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Finding the Sweet Spot: Batch Selection for One-Class Active Learning},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {118--126},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.14},
doi = {10.1137/1.9781611976236.14},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EnglhardtTVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Fan0XLWLT20,
author = {Wenqi Fan and
Yao Ma and
Han Xu and
Xiaorui Liu and
Jianping Wang and
Qing Li and
Jiliang Tang},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Adversarial Canonical Correlation Analysis},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {352--360},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.40},
doi = {10.1137/1.9781611976236.40},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Fan0XLWLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FouldsIKP20,
author = {James R. Foulds and
Rashidul Islam and
Kamrun Naher Keya and
Shimei Pan},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Bayesian Modeling of Intersectional Fairness: The Variance of Bias},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {424--432},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.48},
doi = {10.1137/1.9781611976236.48},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FouldsIKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FreitasWCN20,
author = {Scott Freitas and
Andrew Wicker and
Duen Horng (Polo) Chau and
Joshua Neil},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {D\({}^{\mbox{2}}\)M: Dynamic Defense and Modeling of Adversarial Movement
in Networks},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {541--549},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.61},
doi = {10.1137/1.9781611976236.61},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FreitasWCN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GhafooriL20,
author = {Zahra Ghafoori and
Christopher Leckie},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Multi-sphere Support Vector Data Description},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {109--117},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.13},
doi = {10.1137/1.9781611976236.13},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GhafooriL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GhoshMSS20,
author = {Aritra Ghosh and
Saayan Mitra and
Somdeb Sarkhel and
Viswanathan Swaminathan},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Optimal Bidding Strategy without Exploration in Real-time Bidding},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {298--306},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.34},
doi = {10.1137/1.9781611976236.34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GhoshMSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {{SPADE:} Streaming {PARAFAC2} DEcomposition for Large Datasets},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {577--585},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.65},
doi = {10.1137/1.9781611976236.65},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoL020,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Counterfactual Evaluation of Treatment Assignment Functions with Networked
Observational Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {271--279},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.31},
doi = {10.1137/1.9781611976236.31},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuoL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HassenC20,
author = {Mehadi Hassen and
Philip K. Chan},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Learning a Neural-network-based Representation for Open Set Recognition},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {154--162},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.18},
doi = {10.1137/1.9781611976236.18},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HassenC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeCNW020,
author = {Yi He and
Sheng Chen and
Thu Nguyen and
Bruce A. Wade and
Xindong Wu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in
Multi-Space Attributed Graphs},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {334--342},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.38},
doi = {10.1137/1.9781611976236.38},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeCNW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ItoTSYI20,
author = {Tomoki Ito and
Kota Tsubouchi and
Hiroki Sakaji and
Tatsuo Yamashita and
Kiyoshi Izumi},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {{SSNN:} Sentiment Shift Neural Network},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {262--270},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.30},
doi = {10.1137/1.9781611976236.30},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ItoTSYI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JabbariC20,
author = {Fattaneh Jabbari and
Gregory F. Cooper},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {An Instance-Specific Algorithm for Learning the Structure of Causal
Bayesian Networks Containing Latent Variables},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {433--441},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.49},
doi = {10.1137/1.9781611976236.49},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JabbariC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JalaliW0RS20,
author = {Zeinab S. Jalali and
Weixiang Wang and
Myunghwan Kim and
Hema Raghavan and
Sucheta Soundarajan},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {On the Information Unfairness of Social Networks},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {613--521},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.69},
doi = {10.1137/1.9781611976236.69},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JalaliW0RS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiangH0S20,
author = {Xunqiang Jiang and
Binbin Hu and
Yuan Fang and
Chuan Shi},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Multiplex Memory Network for Collaborative Filtering},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {91--99},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.11},
doi = {10.1137/1.9781611976236.11},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JiangH0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JohanssonL20,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Well-calibrated and specialized probability estimation trees},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {415--423},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.47},
doi = {10.1137/1.9781611976236.47},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JohanssonL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LaRockNSCES20,
author = {Timothy LaRock and
Vahan Nanumyan and
Ingo Scholtes and
Giona Casiraghi and
Tina Eliassi{-}Rad and
Frank Schweitzer},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {{HYPA:} Efficient Detection of Path Anomalies in Time Series Data
on Networks},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {460--468},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.52},
doi = {10.1137/1.9781611976236.52},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LaRockNSCES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LaishramSEPS20,
author = {Ricky Laishram and
Ahmet Erdem Sariy{\"{u}}ce and
Tina Eliassi{-}Rad and
Ali Pinar and
Sucheta Soundarajan},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Residual Core Maximization: An Efficient Algorithm for Maximizing
the Size of the \emph{k}-Core},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {325--333},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.37},
doi = {10.1137/1.9781611976236.37},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LaishramSEPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LasserreSKBVS20,
author = {Julia Lasserre and
Abdul{-}Saboor Sheikh and
Evgenii Koriagin and
Urs Bergmann and
Roland Vollgraf and
Reza Shirvany},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Meta-Learning for Size and Fit Recommendation in Fashion},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {55--63},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.7},
doi = {10.1137/1.9781611976236.7},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LasserreSKBVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeKMA20,
author = {John Boaz Lee and
Xiangnan Kong and
Constance M. Moore and
Nesreen K. Ahmed},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Parametric Model for Discovering Group-cohesive Functional Brain
Regions},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {631--639},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.71},
doi = {10.1137/1.9781611976236.71},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeKMA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiGZCB20,
author = {Xinyan Li and
Qilong Gu and
Yingxue Zhou and
Tiancong Chen and
Arindam Banerjee},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Hessian based analysis of {SGD} for Deep Nets: Dynamics and Generalization},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {190--198},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.22},
doi = {10.1137/1.9781611976236.22},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiGZCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiIASGK20,
author = {Yitao Li and
Umar Islambekov and
Cuneyt Gurcan Akcora and
Ekaterina Smirnova and
Yulia R. Gel and
Murat Kantarcioglu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Dissecting Ethereum Blockchain Analytics: What We Learn from Topology
and Geometry of the Ethereum Graph?},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {523--531},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.59},
doi = {10.1137/1.9781611976236.59},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiIASGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiQZL20,
author = {Yang Li and
Buyue Qian and
Xianli Zhang and
Hui Liu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Knowledge guided diagnosis prediction via graph spatial-temporal network},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {19--27},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.3},
doi = {10.1137/1.9781611976236.3},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiQZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinWMC20,
author = {Suwen Lin and
Xian Wu and
Gonzalo J. Mart{\'{\i}}nez and
Nitesh V. Chawla},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Filling Missing Values on Wearable-Sensory Time Series Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {46--54},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.6},
doi = {10.1137/1.9781611976236.6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinWMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuLSL20,
author = {Guiliang Liu and
Xu Li and
Mingming Sun and
Ping Li},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {An Advantage Actor-Critic Algorithm with Confidence Exploration for
Open Information Extraction},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {217--225},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.25},
doi = {10.1137/1.9781611976236.25},
timestamp = {Sat, 06 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuLSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuPY20,
author = {Siwu Liu and
Ji Hwan Park and
Shinjae Yoo},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Efficient and Effective Graph Convolution Networks},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {388--396},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.44},
doi = {10.1137/1.9781611976236.44},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuPY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuWGAY20,
author = {Zhiwei Liu and
Mengting Wan and
Stephen Guo and
Kannan Achan and
Philip S. Yu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation
with Graph Convolutional Neural Network},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {64--72},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.8},
doi = {10.1137/1.9781611976236.8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuWGAY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaWGXZ20,
author = {Fenglong Ma and
Yaqing Wang and
Jing Gao and
Houping Xiao and
Jing Zhou},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Rare Disease Prediction by Generating Quality-Assured Electronic Health
Records},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {514--522},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.58},
doi = {10.1137/1.9781611976236.58},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MaWGXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MartinM20,
author = {Charles H. Martin and
Michael W. Mahoney},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very
Large Pre-Trained Deep Neural Networks},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {505--513},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.57},
doi = {10.1137/1.9781611976236.57},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MartinM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MatsunoG20,
author = {Ryuta Matsuno and
Aristides Gionis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Improved mixing time for \emph{k}-subgraph sampling},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {568--576},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.64},
doi = {10.1137/1.9781611976236.64},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MatsunoG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MayaYNU20,
author = {Shigeru Maya and
Akihiro Yamaguchi and
Kaneharu Nishino and
Ken Ueno},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Lag-Aware Multivariate Time-Series Segmentation},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {622--630},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.70},
doi = {10.1137/1.9781611976236.70},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MayaYNU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MitraVPR20,
author = {Anasua Mitra and
Priyesh Vijayan and
Srinivasan Parthasarathy and
Balaraman Ravindran},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {A Unified Non-Negative Matrix Factorization Framework for Semi Supervised
Learning on Graphs},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {487--495},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.55},
doi = {10.1137/1.9781611976236.55},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MitraVPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MuralidharBCHRT20,
author = {Nikhil Muralidhar and
Jie Bu and
Ze Cao and
Long He and
Naren Ramakrishnan and
Danesh K. Tafti and
Anuj Karpatne},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {PhyNet: Physics Guided Neural Networks for Particle Drag Force Prediction
in Assembly},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {559--567},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.63},
doi = {10.1137/1.9781611976236.63},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MuralidharBCHRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NayakGJMK20,
author = {Guruprasad Nayak and
Rahul Ghosh and
Xiaowei Jia and
Varun Mithal and
Vipin Kumar},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Semi-supervised Classification using Attention-based Regularization
on Coarse-resolution Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {253--261},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.29},
doi = {10.1137/1.9781611976236.29},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NayakGJMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OettershagenK0M20,
author = {Lutz Oettershagen and
Nils M. Kriege and
Christopher Morris and
Petra Mutzel},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Temporal Graph Kernels for Classifying Dissemination Processes},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {496--504},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.56},
doi = {10.1137/1.9781611976236.56},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OettershagenK0M20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OhsakaSY20,
author = {Naoto Ohsaka and
Tomoya Sakai and
Akihiro Yabe},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {A Predictive Optimization Framework for Hierarchical Demand Matching},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {172--180},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.20},
doi = {10.1137/1.9781611976236.20},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/OhsakaSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SaitoSN20,
author = {Yuta Saito and
Hayato Sakata and
Kazuhide Nakata},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Cost-Effective and Stable Policy Optimization Algorithm for Uplift
Modeling with Multiple Treatments},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {406--414},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.46},
doi = {10.1137/1.9781611976236.46},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SaitoSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ScharwachterM20,
author = {Erik Scharw{\"{a}}chter and
Emmanuel M{\"{u}}ller},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Two-Sample Testing for Event Impacts in Time Series},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {10--18},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.2},
doi = {10.1137/1.9781611976236.2},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ScharwachterM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StanleyGWK20,
author = {Jay S. Stanley III and
Scott Gigante and
Guy Wolf and
Smita Krishnaswamy},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Harmonic Alignment},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {316--324},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.36},
doi = {10.1137/1.9781611976236.36},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StanleyGWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TaoZ0MBRK20,
author = {Rongrong Tao and
Baojian Zhou and
Feng Chen and
David Mares and
Patrick Butler and
Naren Ramakrishnan and
Ryan Kennedy},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Detecting Media Self-Censorship without Explicit Training Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {550--558},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.62},
doi = {10.1137/1.9781611976236.62},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TaoZ0MBRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ThejaswiG20,
author = {Suhas Thejaswi and
Aristides Gionis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Pattern detection in large temporal graphs using algebraic fingerprints},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {37--45},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.5},
doi = {10.1137/1.9781611976236.5},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ThejaswiG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TsitsikasP20,
author = {Yorgos Tsitsikas and
Evangelos E. Papalexakis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {\emph{NSVD}: Normalized Singular Value Deviation Reveals Number of
Latent Factors in Tensor Decomposition},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {667--675},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.75},
doi = {10.1137/1.9781611976236.75},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TsitsikasP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TuYWDZ20,
author = {Jingzheng Tu and
Guoxian Yu and
Jun Wang and
Carlotta Domeniconi and
Xiangliang Zhang},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Attention-Aware Answers of the Crowd},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {451--459},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.51},
doi = {10.1137/1.9781611976236.51},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TuYWDZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VercruyssenMD20,
author = {Vincent Vercruyssen and
Wannes Meert and
Jesse Davis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {"Now you see it, now you don't!" Detecting Suspicious Pattern Absences
in Continuous Time Series},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {127--135},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.15},
doi = {10.1137/1.9781611976236.15},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VercruyssenMD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWFLT20,
author = {Wentao Wang and
Suhang Wang and
Wenqi Fan and
Zitao Liu and
Jiliang Tang},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Global-and-Local Aware Data Generation for the Class Imbalance Problem},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {307--315},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.35},
doi = {10.1137/1.9781611976236.35},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWFLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WilsonTL20,
author = {Tyler Wilson and
Pang{-}Ning Tan and
Lifeng Luo},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Convolutional Methods for Predictive Modeling of Geospatial Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {28--36},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.4},
doi = {10.1137/1.9781611976236.4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WilsonTL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuKID20,
author = {Chieh Wu and
Zulqarnain Khan and
Stratis Ioannidis and
Jennifer G. Dy},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Kernel Learning for Clustering},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {640--648},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.72},
doi = {10.1137/1.9781611976236.72},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WuKID20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XiaoZZS20,
author = {Wenyi Xiao and
Huan Zhao and
Vincent W. Zheng and
Yangqiu Song},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Vertex-reinforced Random Walk for Network Embedding},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {595--603},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.67},
doi = {10.1137/1.9781611976236.67},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XiaoZZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuRM20,
author = {Peng Xu and
Fred Roosta and
Michael W. Mahoney},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Second-order Optimization for Non-convex Machine Learning: an Empirical
Study},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {199--207},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.23},
doi = {10.1137/1.9781611976236.23},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YamaguchiMMU20,
author = {Akihiro Yamaguchi and
Shigeru Maya and
Kohei Maruchi and
Ken Ueno},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {LTSpAUC: Learning Time-series Shapelets for Optimizing Partial {AUC}},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {1--9},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.1},
doi = {10.1137/1.9781611976236.1},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YamaguchiMMU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YanMHY20,
author = {Xiaoqiang Yan and
Yiqiao Mao and
Shizhe Hu and
Yangdong Ye},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Heterogeneous Dual-Task Clustering with Visual-Textual Information},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {658--666},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.74},
doi = {10.1137/1.9781611976236.74},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YanMHY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangHS20,
author = {Bo Yang and
Kejun Huang and
Nicholas D. Sidiropoulos},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Identifying Potential Investors with Data Driven Approaches},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {235--243},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.27},
doi = {10.1137/1.9781611976236.27},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YangHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangLDZJH20,
author = {Fan Yang and
Ninghao Liu and
Mengnan Du and
Kaixiong Zhou and
Shuiwang Ji and
Xia Hu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Neural Networks with Knowledge Instillation},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {370--378},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.42},
doi = {10.1137/1.9781611976236.42},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangLDZJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YouKS20,
author = {Hongyuan You and
Furkan Kocayusufoglu and
Ambuj K. Singh},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {{DANR:} Discrepancy-aware Network Regularization},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {208--216},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.24},
doi = {10.1137/1.9781611976236.24},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YouKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangG020,
author = {Li Zhang and
Yifeng Gao and
Jessica Lin},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Semantic Discord: Finding Unusual Local Patterns for Time Series},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {136--144},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.16},
doi = {10.1137/1.9781611976236.16},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangG020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangG20,
author = {Guangyi Zhang and
Aristides Gionis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Maximizing diversity over clustered data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {649--657},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.73},
doi = {10.1137/1.9781611976236.73},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangM20,
author = {Hengrui Zhang and
Julian J. McAuley},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Stacked Mixed-Order Graph Convolutional Networks for Collaborative
Filtering},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {73--81},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.9},
doi = {10.1137/1.9781611976236.9},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangRD20,
author = {Hongjing Zhang and
S. S. Ravi and
Ian Davidson},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {A Graph-Based Approach for Active Learning in Regression},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {280--288},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.32},
doi = {10.1137/1.9781611976236.32},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangRD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangZWBSY20,
author = {Yinghua Zhang and
Yu Zhang and
Ying Wei and
Kun Bai and
Yangqiu Song and
Qiang Yang},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Fisher Deep Domain Adaptation},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {469--477},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.53},
doi = {10.1137/1.9781611976236.53},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangZWBSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangZWLM20,
author = {Rong Zhang and
Qifei Zhou and
Bo Wu and
Weiping Li and
Tong Mo},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {What Do Questions Exactly Ask? {MFAE:} Duplicate Question Identification
with Multi-Fusion Asking Emphasis},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {226--234},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.26},
doi = {10.1137/1.9781611976236.26},
timestamp = {Wed, 19 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangZWLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangZZZZZW20,
author = {Yan Zhang and
Zhao Zhang and
Zheng Zhang and
Mingbo Zhao and
Li Zhang and
Zhengjun Zha and
Meng Wang},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Self-representative Concept Factorization Network for Representation
Learning},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {361--369},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.41},
doi = {10.1137/1.9781611976236.41},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangZZZZZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2020,
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
publisher = {{SIAM}},
year = {2020},
note = {The conference was canceled because of the coronavirus pandemic, the
reviewed papers are published in this volume.},
url = {https://doi.org/10.1137/1.9781611976236},
doi = {10.1137/1.9781611976236},
isbn = {978-1-61197-623-6},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AbbasiFSV19,
author = {Mohsen Abbasi and
Sorelle A. Friedler and
Carlos Scheidegger and
Suresh Venkatasubramanian},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Fairness in representation: quantifying stereotyping as a representational
harm},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {801--809},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.90},
doi = {10.1137/1.9781611975673.90},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AbbasiFSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AmsalegCHKRT19,
author = {Laurent Amsaleg and
Oussama Chelly and
Michael E. Houle and
Ken{-}ichi Kawarabayashi and
Milos Radovanovic and
Weeris Treeratanajaru},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Intrinsic Dimensionality Estimation within Tight Localities},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {181--189},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.21},
doi = {10.1137/1.9781611975673.21},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AmsalegCHKRT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ArrigoT19,
author = {Francesca Arrigo and
Francesco Tudisco},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Multi-Dimensional, Multilayer, Nonlinear and Dynamic {HITS}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {369--377},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.42},
doi = {10.1137/1.9781611975673.42},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ArrigoT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AshfahaniP19,
author = {Andri Ashfahani and
Mahardhika Pratama},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Autonomous Deep Learning: Continual Learning Approach for Dynamic
Environments},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {666--674},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.75},
doi = {10.1137/1.9781611975673.75},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AshfahaniP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AumullerC19,
author = {Martin Aum{\"{u}}ller and
Matteo Ceccarello},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Benchmarking Nearest Neighbor Search: Influence of Local Intrinsic
Dimensionality and Result Diversity in Real-World Datasets},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {14--23},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/article\_3.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:21 +0100},
biburl = {https://dblp.org/rec/conf/sdm/AumullerC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BatarsehK19,
author = {Feras Batarseh and
Ajay Kulkarni},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Context-Driven Data Mining Through Bias Removal and Incompleteness
Mitigation},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {24--30},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/article\_1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BatarsehK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BelaidBL19,
author = {Mohamed{-}Bachir Belaid and
Christian Bessiere and
Nadjib Lazaar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Constraint Programming for Association Rules},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {127--135},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.15},
doi = {10.1137/1.9781611975673.15},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BelaidBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BhowmikCXR19,
author = {Avradeep Bhowmik and
Minmin Chen and
Zhengming Xing and
Suju Rajan},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {EstImAgg: {A} Learning Framework for Groupwise Aggregated Data},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {477--485},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.54},
doi = {10.1137/1.9781611975673.54},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BhowmikCXR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BohnGO19,
author = {Bastian Bohn and
Michael Griebel and
Jens Oettershagen},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Optimally rotated coordinate systems for adaptive least-squares regression
on sparse grids},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {163--171},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.19},
doi = {10.1137/1.9781611975673.19},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BohnGO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BrowneMTVB19,
author = {James Browne and
Disa Mhembere and
Tyler M. Tomita and
Joshua T. Vogelstein and
Randal C. Burns},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Forest Packing: Fast Parallel, Decision Forests},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {46--54},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.6},
doi = {10.1137/1.9781611975673.6},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BrowneMTVB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaiGJ19,
author = {Lei Cai and
Hongyang Gao and
Shuiwang Ji},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {630--638},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.71},
doi = {10.1137/1.9781611975673.71},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CaiGJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Campello19,
author = {Ricardo J. G. B. Campello},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Evaluation of Unsupervised Learning Results: Making the Seemingly
Impossible Possible},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {4},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/invited\_1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Campello19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CharoenphakdeeS19,
author = {Nontawat Charoenphakdee and
Masashi Sugiyama},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Positive-Unlabeled Classification under Class Prior Shift and Asymmetric
Error},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {271--279},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.31},
doi = {10.1137/1.9781611975673.31},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CharoenphakdeeS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenP19,
author = {Liangzhe Chen and
B. Aditya Prakash},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Joint Post and Link-level Influence Modeling on Social Media},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {262--270},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.30},
doi = {10.1137/1.9781611975673.30},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengGSHL19,
author = {Lu Cheng and
Ruocheng Guo and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Hierarchical Attention Networks for Cyberbullying Detection on the
Instagram Social Network},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {235--243},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.27},
doi = {10.1137/1.9781611975673.27},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengGSHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingLBL19,
author = {Kaize Ding and
Jundong Li and
Rohit Bhanushali and
Huan Liu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Anomaly Detection on Attributed Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {594--602},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.67},
doi = {10.1137/1.9781611975673.67},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DingLBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FanFSLW19,
author = {Miao Fan and
Chao Feng and
Mingming Sun and
Ping Li and
Haifeng Wang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Reading Customer Reviews to Answer Product-related Questions},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {567--575},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.64},
doi = {10.1137/1.9781611975673.64},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FanFSLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FanWCHH19,
author = {Yan Fan and
Chengyu Wang and
Boxing Chen and
Zhongkai Hu and
Xiaofeng He},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{SPMM:} {A} Soft Piecewise Mapping Model for Bilingual Lexicon Induction},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {244--252},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.28},
doi = {10.1137/1.9781611975673.28},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FanWCHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FangCHF19,
author = {Huang Fang and
Minhao Cheng and
Cho{-}Jui Hsieh and
Michael P. Friedlander},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Fast Training for Large-Scale One-versus-All Linear Classifiers using
Tree-Structured Initialization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {280--288},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.32},
doi = {10.1137/1.9781611975673.32},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FangCHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Goethals19,
author = {Bart Goethals},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Lessons Learned from the {FIMI} Workshops},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {42},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/invited\_3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Goethals19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GolshanTT19,
author = {Behzad Golshan and
Evimaria Terzi and
Panayiotis Tsaparas},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Recommendations for optimizing the collective user experience},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {792--800},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.89},
doi = {10.1137/1.9781611975673.89},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GolshanTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoDEKOCCI19,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Accelerated Experimental Design for Pairwise Comparisons},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {432--440},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.49},
doi = {10.1137/1.9781611975673.49},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GuoDEKOCCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanCSGO19,
author = {Chao Han and
Xi Hang Cao and
Marija Stanojevic and
Mohamed F. Ghalwash and
Zoran Obradovic},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Temporal Graph Regression via Structure-Aware Intrinsic Representation
Learning},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {360--368},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.41},
doi = {10.1137/1.9781611975673.41},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanCSGO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeQR19,
author = {Jiayuan He and
Jianzhong Qi and
Kotagiri Ramamohanarao},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Query-Aware Bayesian Committee Machine for Scalable Gaussian Process
Regression},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {208--216},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.24},
doi = {10.1137/1.9781611975673.24},
timestamp = {Thu, 06 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HeQR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HendersonMDKSGH19,
author = {Jette Henderson and
Bradley A. Malin and
Joshua C. Denny and
Abel N. Kho and
Jimeng Sun and
Joydeep Ghosh and
Joyce C. Ho},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{CP} Tensor Decomposition with Cannot-Link Intermode Constraints},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {711--719},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.80},
doi = {10.1137/1.9781611975673.80},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HendersonMDKSGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiF19,
author = {Bryan Hooi and
Christos Faloutsos},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Branch and Border: Partition-Based Change Detection in Multivariate
Time Series},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {504--512},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.57},
doi = {10.1137/1.9781611975673.57},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSLF19,
author = {Bryan Hooi and
Kijung Shin and
Shenghua Liu and
Christos Faloutsos},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{SMF:} Drift-Aware Matrix Factorization with Seasonal Patterns},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {621--629},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.70},
doi = {10.1137/1.9781611975673.70},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiSLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaLKNKK19,
author = {Xiaowei Jia and
Sheng Li and
Ankush Khandelwal and
Guruprasad Nayak and
Anuj Karpatne and
Vipin Kumar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Spatial Context-Aware Networks for Mining Temporal Discriminative
Period in Land Cover Detection},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {513--521},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.58},
doi = {10.1137/1.9781611975673.58},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaLKNKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaNKKK19,
author = {Xiaowei Jia and
Guruprasad Nayak and
Ankush Khandelwal and
Anuj Karpatne and
Vipin Kumar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation:
An Application in Land Cover Detection},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {540--548},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.61},
doi = {10.1137/1.9781611975673.61},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaNKKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaWKRZSK19,
author = {Xiaowei Jia and
Jared Willard and
Anuj Karpatne and
Jordan S. Read and
Jacob Zwart and
Michael S. Steinbach and
Vipin Kumar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Physics Guided RNNs for Modeling Dynamical Systems: {A} Case Study
in Simulating Lake Temperature Profiles},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {558--566},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.63},
doi = {10.1137/1.9781611975673.63},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaWKRZSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JohanssonLB19,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Calibrating Probability Estimation Trees using Venn-Abers Predictors},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {28--36},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.4},
doi = {10.1137/1.9781611975673.4},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JohanssonLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KaltenpothV19,
author = {David Kaltenpoth and
Jilles Vreeken},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {We Are Not Your Real Parents: Telling Causal from Confounded using
{MDL}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {199--207},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.23},
doi = {10.1137/1.9781611975673.23},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KaltenpothV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Kandanaarachchi19,
author = {Sevvandi Kandanaarachchi and
Mario A. Mu{\~{n}}oz and
Kate Smith{-}Miles},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Instance Space Analysis for Unsupervised Outlier Detection},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {32--41},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/article\_4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Kandanaarachchi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KeneshlooRR19,
author = {Yaser Keneshloo and
Naren Ramakrishnan and
Chandan K. Reddy},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Transfer Reinforcement Learning for Text Summarization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {675--683},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.76},
doi = {10.1137/1.9781611975673.76},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KeneshlooRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KimKLK19,
author = {Raehyun Kim and
Hyunjae Kim and
Janghyuk Lee and
Jaewoo Kang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Predicting Multiple Demographic Attributes with Task Specific Embedding
Transformation and Attention Network},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {765--773},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.86},
doi = {10.1137/1.9781611975673.86},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KimKLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KlosterSP19,
author = {Kyle Kloster and
Blair D. Sullivan and
Andrew van der Poel},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Mining Maximal Induced Bicliques using Odd Cycle Transversals},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {324--332},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.37},
doi = {10.1137/1.9781611975673.37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KlosterSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KylasaRMG19,
author = {Sudhir B. Kylasa and
Fred (Farbod) Roosta and
Michael W. Mahoney and
Ananth Grama},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{GPU} Accelerated Sub-Sampled Newton's Method for Convex Classification
Problems},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {702--710},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.79},
doi = {10.1137/1.9781611975673.79},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KylasaRMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LambaA19,
author = {Hemank Lamba and
Leman Akoglu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Learning On-the-Job to Re-rank Anomalies from Top-1 Feedback},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {612--620},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.69},
doi = {10.1137/1.9781611975673.69},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LambaA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LandeiroTC19,
author = {Virgile Landeiro and
Tuan Tran and
Aron Culotta},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Discovering and Controlling for Latent Confounds in Text Classification
Using Adversarial Domain Adaptation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {298--305},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.34},
doi = {10.1137/1.9781611975673.34},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LandeiroTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LavaniaB19,
author = {Chandrashekhar Lavania and
Jeff A. Bilmes},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Auto-Summarization: {A} Step Towards Unsupervised Learning of a Submodular
Mixture},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {396--404},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.45},
doi = {10.1137/1.9781611975673.45},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LavaniaB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LezcanoA19,
author = {Christian Lezcano and
Marta Arias},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Characterizing Transactional Databases for Frequent Itemset Mining},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {44--53},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/article\_5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LezcanoA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiCGLCG19,
author = {Dongsheng Li and
Chao Chen and
Zhilin Gong and
Tun Lu and
Stephen M. Chu and
Ning Gu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Collaborative Filtering with Noisy Ratings},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {747--755},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.84},
doi = {10.1137/1.9781611975673.84},
timestamp = {Sat, 21 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiCGLCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiL19,
author = {Xiaosheng Li and
Jessica Lin},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Linear Time Motif Discovery in Time Series},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {136--144},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.16},
doi = {10.1137/1.9781611975673.16},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZL19,
author = {Dingcheng Li and
Jingyuan Zhang and
Ping Li},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{TMSA:} {A} Mutual Learning Model for Topic Discovery and Word Embedding},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {684--692},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.77},
doi = {10.1137/1.9781611975673.77},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZLLH19,
author = {Sha Li and
Chao Zhang and
Dongming Lei and
Ji Li and
Jiawei Han},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {GeoAttn: Localization of Social Media Messages via Attentional Memory
Network},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {64--72},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.8},
doi = {10.1137/1.9781611975673.8},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZLLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiangWMQH19,
author = {Xiaoyuan Liang and
Guiling Wang and
Martin Renqiang Min and
Yi Qi and
Zhu Han},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {100--108},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.12},
doi = {10.1137/1.9781611975673.12},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiangWMQH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinWW19,
author = {Li Lin and
Lijie Wen and
Jianmin Wang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {MM-Pred: {A} Deep Predictive Model for Multi-attribute Event Sequence},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {118--126},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.14},
doi = {10.1137/1.9781611975673.14},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinWW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuLFL19,
author = {Chaochun Liu and
Yaliang Li and
Hongliang Fei and
Ping Li},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Skip-Gram Networks for Text Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {145--153},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.17},
doi = {10.1137/1.9781611975673.17},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuLFL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuLWT19,
author = {Kai Liu and
Qiuwei Li and
Hua Wang and
Gongguo Tang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Spherical Principal Component Analysis},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {387--395},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.44},
doi = {10.1137/1.9781611975673.44},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuLWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuTZ19,
author = {Boyang Liu and
Pang{-}Ning Tan and
Jiayu Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Augmented Multi-Task Learning by Optimal Transport},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {19--27},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.3},
doi = {10.1137/1.9781611975673.3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuZLYZSH19,
author = {Chenghao Liu and
Teng Zhang and
Jundong Li and
Jianwen Yin and
Peilin Zhao and
Jianling Sun and
Steven C. H. Hoi},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Robust Factorization Machine: {A} Doubly Capped Norms Minimization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {738--746},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.83},
doi = {10.1137/1.9781611975673.83},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuZLYZSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuZSGK19,
author = {Yike Liu and
Linhong Zhu and
Pedro A. Szekely and
Aram Galstyan and
Danai Koutra},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Coupled Clustering of Time-Series and Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {531--539},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.60},
doi = {10.1137/1.9781611975673.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuZSGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuoH19,
author = {Zhipeng Luo and
Milos Hauskrecht},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Region-Based Active Learning with Hierarchical and Adaptive Region
Construction},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {441--449},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.50},
doi = {10.1137/1.9781611975673.50},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuoH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaWAYT19,
author = {Yao Ma and
Suhang Wang and
Charu C. Aggarwal and
Dawei Yin and
Jiliang Tang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Multi-dimensional Graph Convolutional Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {657--665},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.74},
doi = {10.1137/1.9781611975673.74},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaWAYT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaraLB19,
author = {Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {EvalNE: {A} Framework for Evaluating Network Embeddings on Link Prediction},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {5--13},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/article\_2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MaraLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MeertensDHT19,
author = {Q. A. Meertens and
C. G. H. Diks and
H. Jaap van den Herik and
Frank W. Takes},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Bayesian Approach for Accurate Classification-Based Aggregates},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {306--314},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.35},
doi = {10.1137/1.9781611975673.35},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MeertensDHT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MinatoKIMK19,
author = {Shin{-}ichi Minato and
Jun Kawahara and
Fumio Ishioka and
Masahiro Mizuta and
Koji Kurihara},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Fast Algorithm for Combinatorial Hotspot Mining Based on Spatial
Scan Statistic},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {91--99},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.11},
doi = {10.1137/1.9781611975673.11},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MinatoKIMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MojsilovicU19,
author = {Stefan Mojsilovic and
Antti Ukkonen},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Relative distance comparisons with confidence judgements},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {459--467},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.52},
doi = {10.1137/1.9781611975673.52},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MojsilovicU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenHN19,
author = {Thi{-}Huyen Nguyen and
Tuan{-}Anh Hoang and
Wolfgang Nejdl},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Efficient Summarizing of Evolving Events from Twitter Streams},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {226--234},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.26},
doi = {10.1137/1.9781611975673.26},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenHN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenTGRBV19,
author = {Phuoc Nguyen and
Truyen Tran and
Sunil Gupta and
Santu Rana and
Matthew Barnett and
Svetha Venkatesh},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Incomplete Conditional Density Estimation for Fast Materials Discovery},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {549--557},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.62},
doi = {10.1137/1.9781611975673.62},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenTGRBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NtoutsiSZZ19,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {1st Workshop on Evaluation and Experimental Design in Data Mining
and Machine Learning {(EDML} 2019)},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {1--3},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/summary.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NtoutsiSZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OkajimaS19,
author = {Yuzuru Okajima and
Kunihiko Sadamasa},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Decision List Optimization based on Continuous Relaxation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {315--323},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.36},
doi = {10.1137/1.9781611975673.36},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OkajimaS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OktayAJ19,
author = {H{\"{u}}seyin Oktay and
Akanksha Atrey and
David D. Jensen},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Identifying When Effect Restoration Will Improve Estimates of Causal
Effect},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {190--198},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.22},
doi = {10.1137/1.9781611975673.22},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OktayAJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PanLZLSLL19,
author = {Menghai Pan and
Yanhua Li and
Xun Zhou and
Zhenming Liu and
Rui Song and
Hui Lu and
Jun Luo},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Dissecting the Learning Curve of Taxi Drivers: {A} Data-Driven Approach},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {783--791},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.88},
doi = {10.1137/1.9781611975673.88},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PanLZLSLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PelissierNT19,
author = {Aur{\'{e}}lien P{\'{e}}lissier and
Atsuyoshi Nakamura and
Koji Tabata},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Feature selection as Monte-Carlo Search in Growing Single Rooted Directed
Acyclic Graph by Best Leaf Identification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {450--458},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.51},
doi = {10.1137/1.9781611975673.51},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PelissierNT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PhanI19,
author = {Dzung T. Phan and
Tsuyoshi Id{\'{e}}},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {\emph{{\(\mathscr{l}\)}}\({}_{\mbox{0}}\)-Regularized Sparsity for
Probabilistic Mixture Models},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {172--180},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.20},
doi = {10.1137/1.9781611975673.20},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/PhanI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Radovanovic19,
author = {Milos Radovanovic},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Clustering Evaluation in High-Dimensional Data},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {43},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/invited\_4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Radovanovic19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ReddyCR19,
author = {Revanth Reddy and
Sarath Chandar and
Balaraman Ravindran},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Edge Replacement Grammars : {A} Formal Language Approach for Generating
Graphs},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {351--359},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.40},
doi = {10.1137/1.9781611975673.40},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ReddyCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO19,
author = {Shoumik Roychoudhury and
Fang Zhou and
Zoran Obradovic},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Leveraging Subsequence-orders for Univariate and Multivariate Time-series
Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {495--503},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.56},
doi = {10.1137/1.9781611975673.56},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SaitoSN19,
author = {Yuta Saito and
Hayato Sakata and
Kazuhide Nakata},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Doubly Robust Prediction and Evaluation Methods Improve Uplift Modeling
for Observational Data},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {468--476},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.53},
doi = {10.1137/1.9781611975673.53},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SaitoSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Saldias-Fuentes19,
author = {Bel{\'{e}}n Sald{\'{\i}}as{-}Fuentes and
Pavlos Protopapas and
Karim Pichara B.},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class
Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {756--764},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.85},
doi = {10.1137/1.9781611975673.85},
timestamp = {Sat, 14 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Saldias-Fuentes19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShenWLDZY19,
author = {Ying Shen and
Desi Wen and
Yaliang Li and
Nan Du and
Haitao Zheng and
Min Yang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Path-based Attribute-aware Representation Learning for Relation Prediction},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {639--647},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.72},
doi = {10.1137/1.9781611975673.72},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShenWLDZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShiCZLZKSM19,
author = {Hongzhi Shi and
Hancheng Cao and
Xiangxin Zhou and
Yong Li and
Chao Zhang and
Vassilis Kostakos and
Funing Sun and
Fanchao Meng},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Semantics-Aware Hidden Markov Model for Human Mobility},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {774--782},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.87},
doi = {10.1137/1.9781611975673.87},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShiCZLZKSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Smith-Miles19,
author = {Kate Smith{-}Miles},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Instance Spaces for Objective Assessment of Algorithms and Benchmark
Test Suites},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {31},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/invited\_2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Smith-Miles19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunJLCH19,
author = {Yidan Sun and
Guiyuan Jiang and
Siew{-}Kei Lam and
Shicheng Chen and
Peilan He},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Bus Travel Speed Prediction using Attention Network of Heterogeneous
Correlation Features},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {73--81},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.9},
doi = {10.1137/1.9781611975673.9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SunJLCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanPW19,
author = {Chang Wei Tan and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Elastic bands across the path: {A} new framework and method to lower
bound {DTW}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {522--530},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.59},
doi = {10.1137/1.9781611975673.59},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanPW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TattiM19,
author = {Nikolaj Tatti and
Pauli Miettinen},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Boolean matrix factorization meets consecutive ones property},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {729--737},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.82},
doi = {10.1137/1.9781611975673.82},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TattiM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/UbaruSS19,
author = {Shashanka Ubaru and
Abd{-}Krim Seghouane and
Yousef Saad},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Find the dimension that counts: Fast dimension estimation and Krylov
{PCA}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {720--728},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.81},
doi = {10.1137/1.9781611975673.81},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/UbaruSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VeldtKG19,
author = {Nate Veldt and
Christine Klymko and
David F. Gleich},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Flow-Based Local Graph Clustering with Better Seed Set Inclusion},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {378--386},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.43},
doi = {10.1137/1.9781611975673.43},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/VeldtKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangBLTZ19,
author = {Qi Wang and
Claire Boudreau and
Qixing Luo and
Pang{-}Ning Tan and
Jiayu Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Multi-view Information Bottleneck},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {37--45},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.5},
doi = {10.1137/1.9781611975673.5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangBLTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangCLLTNRCY19,
author = {Shen Wang and
Zhengzhang Chen and
Ding Li and
Zhichun Li and
Lu{-}An Tang and
Jingchao Ni and
Junghwan Rhee and
Haifeng Chen and
Philip S. Yu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Attentional Heterogeneous Graph Neural Network: Application to Program
Reidentification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {693--701},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.78},
doi = {10.1137/1.9781611975673.78},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangCLLTNRCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangHZ19,
author = {Tian{-}Zuo Wang and
Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Towards Identifying Causal Relation Between Instances and Labels},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {289--297},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.33},
doi = {10.1137/1.9781611975673.33},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWBSSZ19,
author = {Yakun Wang and
Ga Wu and
Mohamed Reda Bouadjenek and
Scott Sanner and
Sen Su and
Zhongbao Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Novel Regularizer for Temporally Stable Learning with an Application
to Twitter Topic Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {217--225},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.25},
doi = {10.1137/1.9781611975673.25},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWBSSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangYJ19,
author = {Zhengyang Wang and
Hao Yuan and
Shuiwang Ji},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {648--656},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.73},
doi = {10.1137/1.9781611975673.73},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangYJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XieS19,
author = {Yiqun Xie and
Shashi Shekhar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Nondeterministic Normalization based Scan Statistic (NN-scan) towards
Robust Hotspot Detection: {A} Summary of Results},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {82--90},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.10},
doi = {10.1137/1.9781611975673.10},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XieS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuCZNSYCCZ19,
author = {Dongkuan Xu and
Wei Cheng and
Bo Zong and
Jingchao Ni and
Dongjin Song and
Wenchao Yu and
Yuncong Chen and
Haifeng Chen and
Xiang Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Co-Clustering},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {414--422},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.47},
doi = {10.1137/1.9781611975673.47},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuCZNSYCCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangC19,
author = {Carl Yang and
Kevin Chang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Relationship Profiling over Social Networks: Reverse Smoothness from
Similarity to Closeness},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {342--350},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.39},
doi = {10.1137/1.9781611975673.39},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YangC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoLLZHGZ19,
author = {Liuyi Yao and
Yaliang Li and
Yezheng Li and
Hengtong Zhang and
Mengdi Huai and
Jing Gao and
Aidong Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{DTEC:} Distance Transformation Based Early Time Series Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {486--494},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.55},
doi = {10.1137/1.9781611975673.55},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YaoLLZHGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoYWWDG19,
author = {Shixin Yao and
Guoxian Yu and
Xing Wang and
Jun Wang and
Carlotta Domeniconi and
Maozu Guo},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Discovering Multiple Co-Clusterings in Subspaces},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {423--431},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.48},
doi = {10.1137/1.9781611975673.48},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YaoYWWDG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YiLGLYZ19,
author = {Jinfeng Yi and
Qi Lei and
Wesley M. Gifford and
Ji Liu and
Junchi Yan and
Bowen Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Fast Unsupervised Location Category Inference from Highly Inaccurate
Mobility Data},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {55--63},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.7},
doi = {10.1137/1.9781611975673.7},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YiLGLYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YousefzadehOL19,
author = {Roozbeh Yousefzadeh and
Diane Oyen and
Nina Lanza},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Learning Diverse Gaussian Graphical Models and Interpreting Edges},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {405--413},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.46},
doi = {10.1137/1.9781611975673.46},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YousefzadehOL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangB19,
author = {Lin Zhang and
Petko Bogdanov},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{DSL:} Discriminative Subgraph Learning via Sparse Self-Representation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {333--341},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.38},
doi = {10.1137/1.9781611975673.38},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangGM19,
author = {Wenyu Zhang and
Daniel E. Gilbert and
David S. Matteson},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{ABACUS:} Unsupervised Multivariate Change Detection via Bayesian
Source Separation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {603--611},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.68},
doi = {10.1137/1.9781611975673.68},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangQLWZSZ19,
author = {Xianli Zhang and
Buyue Qian and
Xiaoyu Li and
Jishang Wei and
Yingqian Zheng and
Lingyun Song and
Qinghua Zheng},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {An Interpretable Fast Model for Predicting The Risk of Heart Failure},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {576--584},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.65},
doi = {10.1137/1.9781611975673.65},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangQLWZSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoNHL19,
author = {Yue Zhao and
Zain Nasrullah and
Maciej K. Hryniewicki and
Zheng Li},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{LSCP:} Locally Selective Combination in Parallel Outlier Ensembles},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {585--593},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.66},
doi = {10.1137/1.9781611975673.66},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoNHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhengCH19,
author = {Lecheng Zheng and
Yu Cheng and
Jingrui He},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Multimodality Model for Multi-task Multi-view Learning},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {10--18},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.2},
doi = {10.1137/1.9781611975673.2},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhengCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouSDY19,
author = {Peng Zhou and
Yi{-}Dong Shen and
Liang Du and
Fan Ye},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Incremental Multi-view Support Vector Machine},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {1--9},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.1},
doi = {10.1137/1.9781611975673.1},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhouSDY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouSW19,
author = {Xiaofeng Zhou and
Ali Sadeghian and
Daisy Zhe Wang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Mining Rules Incrementally over Large Knowledge Bases},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {154--162},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.18},
doi = {10.1137/1.9781611975673.18},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuangHH19,
author = {Honglei Zhuang and
Timothy P. Hanratty and
Jiawei Har},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Aspect-Based Sentiment Analysis with Minimal Guidance},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {253--261},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.29},
doi = {10.1137/1.9781611975673.29},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuangHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuangKR19,
author = {Zhongfang Zhuang and
Xiangnan Kong and
Elke A. Rundensteiner},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{AMAS:} Attention Model for Attributed Sequence Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {109--117},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.13},
doi = {10.1137/1.9781611975673.13},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhuangKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2019,
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673},
doi = {10.1137/1.9781611975673},
isbn = {978-1-61197-567-3},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2019edml,
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436},
urn = {urn:nbn:de:0074-2436-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2019edml.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002LNVP18,
author = {Dang Nguyen and
Wei Luo and
Tu Dinh Nguyen and
Svetha Venkatesh and
Dinh Q. Phung},
editor = {Martin Ester and
Dino Pedreschi},
title = {Learning Graph Representation via Frequent Subgraphs},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {306--314},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.35},
doi = {10.1137/1.9781611975321.35},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/0002LNVP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0006LML18,
author = {Liang Wu and
Jundong Li and
Fred Morstatter and
Huan Liu},
editor = {Martin Ester and
Dino Pedreschi},
title = {Toward Relational Learning with Misinformation},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {711--719},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.80},
doi = {10.1137/1.9781611975321.80},
timestamp = {Thu, 30 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0006LML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AdhikariRPV18,
author = {Bijaya Adhikari and
Pavan Rangudu and
B. Aditya Prakash and
Anil Vullikanti},
editor = {Martin Ester and
Dino Pedreschi},
title = {Near-Optimal Mapping of Network States using Probes},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {108--116},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.12},
doi = {10.1137/1.9781611975321.12},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AdhikariRPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Amornbunchornvej18,
author = {Chainarong Amornbunchornvej and
Tanya Y. Berger{-}Wolf},
editor = {Martin Ester and
Dino Pedreschi},
title = {Framework for Inferring Leadership Dynamics of Complex Movement from
Time Series},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {549--557},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.62},
doi = {10.1137/1.9781611975321.62},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Amornbunchornvej18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Ando18,
author = {Shin Ando},
editor = {Martin Ester and
Dino Pedreschi},
title = {Discriminative Prototype Set Learning for Nearest Neighbor Classification},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {468--476},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.53},
doi = {10.1137/1.9781611975321.53},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Ando18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BaiWD18,
author = {Zilong Bai and
Peter B. Walker and
Ian Davidson},
editor = {Martin Ester and
Dino Pedreschi},
title = {Mixtures of Block Models for Brain Networks},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {46--54},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.6},
doi = {10.1137/1.9781611975321.6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BaiWD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BentoI18,
author = {Jos{\'{e}} Bento and
Stratis Ioannidis},
editor = {Martin Ester and
Dino Pedreschi},
title = {A Family of Tractable Graph Distances},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {333--341},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.38},
doi = {10.1137/1.9781611975321.38},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BentoI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BrillFFJNS18,
author = {Markus Brill and
Till Fluschnik and
Vincent Froese and
Brijnesh J. Jain and
Rolf Niedermeier and
David Schultz},
editor = {Martin Ester and
Dino Pedreschi},
title = {Exact Mean Computation in Dynamic Time Warping Spaces},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {540--548},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.61},
doi = {10.1137/1.9781611975321.61},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BrillFFJNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BudhathokiV18,
author = {Kailash Budhathoki and
Jilles Vreeken},
editor = {Martin Ester and
Dino Pedreschi},
title = {Causal Inference on Event Sequences},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {55--63},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.7},
doi = {10.1137/1.9781611975321.7},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BudhathokiV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaiZR18,
author = {Xingyu Cai and
Shanglin Zhou and
Sanguthevar Rajasekaran},
editor = {Martin Ester and
Dino Pedreschi},
title = {{JUMP:} {A} Fast Deterministic Algorithm to Find the Closest Pair
of Subsequences},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {73--80},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.9},
doi = {10.1137/1.9781611975321.9},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CaiZR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChaudhariMT18,
author = {Harshal A. Chaudhari and
Michael Mathioudakis and
Evimaria Terzi},
editor = {Martin Ester and
Dino Pedreschi},
title = {Markov Chain Monitoring},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {441--449},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.50},
doi = {10.1137/1.9781611975321.50},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChaudhariMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenTCXZ18,
author = {Muhao Chen and
Yingtao Tian and
Xuelu Chen and
Zijun Xue and
Carlo Zaniolo},
editor = {Martin Ester and
Dino Pedreschi},
title = {On2Vec: Embedding-based Relation Prediction for Ontology Population},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {315--323},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.36},
doi = {10.1137/1.9781611975321.36},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenTCXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenWZYYQL18,
author = {Weitong Chen and
Sen Wang and
Xiang Zhang and
Lina Yao and
Lin Yue and
Buyue Qian and
Xue Li},
editor = {Martin Ester and
Dino Pedreschi},
title = {EEG-based Motion Intention Recognition via Multi-task RNNs},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {279--287},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.32},
doi = {10.1137/1.9781611975321.32},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChenWZYYQL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengW018,
author = {Ruihua Cheng and
Zhi Wei and
Kai Zhang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Network Inference from Contrastive Groups Using Discriminative Structural
Regularization},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {117--125},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.13},
doi = {10.1137/1.9781611975321.13},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengW018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChiangLLL18,
author = {Wei{-}Lin Chiang and
Yu{-}Sheng Li and
Ching{-}Pei Lee and
Chih{-}Jen Lin},
editor = {Martin Ester and
Dino Pedreschi},
title = {Limited-memory Common-directions Method for Distributed Ll-regularized
Linear Classification},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {504--512},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.57},
doi = {10.1137/1.9781611975321.57},
timestamp = {Thu, 06 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChiangLLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChoudharyHS18,
author = {Sunav Choudhary and
Gaurush Hiranandani and
Shiv Kumar Saini},
editor = {Martin Ester and
Dino Pedreschi},
title = {Sparse Decomposition for Time Series Forecasting and Anomaly Detection},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {522--530},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.59},
doi = {10.1137/1.9781611975321.59},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChoudharyHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Christakopoulou18,
author = {Konstantina Christakopoulou and
Arindam Banerjee},
editor = {Martin Ester and
Dino Pedreschi},
title = {Learning to Interact with Users: {A} Collaborative-Bandit Approach},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {612--620},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.69},
doi = {10.1137/1.9781611975321.69},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Christakopoulou18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DaiWPC18,
author = {Chenglong Dai and
Jia Wu and
Dechang Pi and
Lin Cui},
editor = {Martin Ester and
Dino Pedreschi},
title = {Brain {EEG} Time Series Selection: {A} Novel Graph-Based Approach
for Classification},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {558--566},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.63},
doi = {10.1137/1.9781611975321.63},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DaiWPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingLLJ18,
author = {Jingtao Ding and
Yanghao Li and
Yong Li and
Depeng Jin},
editor = {Martin Ester and
Dino Pedreschi},
title = {Click versus Share: {A} Feature-driven Study of Micro-Video Popularity
and Virality in Social Media},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {198--206},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.23},
doi = {10.1137/1.9781611975321.23},
timestamp = {Wed, 07 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/DingLLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EfteliogluTS18,
author = {Emre Eftelioglu and
Xun Tang and
Shashi Shekhar},
editor = {Martin Ester and
Dino Pedreschi},
title = {Avoidance Region Discovery: {A} Summary of Results},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {585--593},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.66},
doi = {10.1137/1.9781611975321.66},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EfteliogluTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EvansN18,
author = {Trefor W. Evans and
Prasanth B. Nair},
editor = {Martin Ester and
Dino Pedreschi},
title = {Exploiting Structure for Fast Kernel Learning},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {414--422},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.47},
doi = {10.1137/1.9781611975321.47},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EvansN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FeremansCG18,
author = {Len Feremans and
Boris Cule and
Bart Goethals},
editor = {Martin Ester and
Dino Pedreschi},
title = {Mining Top-\emph{k} Quantile-based Cohesive Sequential Patterns},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {90--98},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.11},
doi = {10.1137/1.9781611975321.11},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FeremansCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GanjiCSBLRD18,
author = {Mohadeseh Ganji and
Jeffrey Chan and
Peter J. Stuckey and
James Bailey and
Christopher Leckie and
Kotagiri Ramamohanarao and
Ian Davidson},
editor = {Martin Ester and
Dino Pedreschi},
title = {Image Constrained Blockmodelling: {A} Constraint Programming Approach},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {19--27},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.3},
doi = {10.1137/1.9781611975321.3},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GanjiCSBLRD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GiacomettiS18,
author = {Arnaud Giacometti and
Arnaud Soulet},
editor = {Martin Ester and
Dino Pedreschi},
title = {Dense Neighborhood Pattern Sampling in Numerical Data},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {756--764},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.85},
doi = {10.1137/1.9781611975321.85},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GiacomettiS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GlantzM18,
author = {Roland Glantz and
Henning Meyerhenke},
editor = {Martin Ester and
Dino Pedreschi},
title = {Many-to-many Correspondences between Partitions: Introducing a Cut-based
Approach},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {1--9},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.1},
doi = {10.1137/1.9781611975321.1},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GlantzM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GligorijevicSSS18,
author = {Djordje Gligorijevic and
Jelena Stojanovic and
Wayne Satz and
Ivan Stojkovic and
Kraftin Schreyer and
Daniel Del Portal and
Zoran Obradovic},
editor = {Martin Ester and
Dino Pedreschi},
title = {Deep Attention Model for Triage of Emergency Department Patients},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {297--305},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.34},
doi = {10.1137/1.9781611975321.34},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GligorijevicSSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GujralP18,
author = {Ekta Gujral and
Evangelos E. Papalexakis},
editor = {Martin Ester and
Dino Pedreschi},
title = {{SMACD:} Semi-supervised Multi-Aspect Community Detection},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {702--710},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.79},
doi = {10.1137/1.9781611975321.79},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GujralP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GujralPP18,
author = {Ekta Gujral and
Ravdeep Pasricha and
Evangelos E. Papalexakis},
editor = {Martin Ester and
Dino Pedreschi},
title = {SamBaTen: Sampling-based Batch Incremental Tensor Decomposition},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {387--395},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.44},
doi = {10.1137/1.9781611975321.44},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GujralPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoAS18,
author = {Ruocheng Guo and
Hamidreza Alvari and
Paulo Shakarian},
editor = {Martin Ester and
Dino Pedreschi},
title = {Strongly Hierarchical Factorization Machines and {ANOVA} Kernel Regression},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {729--737},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.82},
doi = {10.1137/1.9781611975321.82},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuoAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HessPM18,
author = {Sibylle Hess and
Nico Piatkowski and
Katharina Morik},
editor = {Martin Ester and
Dino Pedreschi},
title = {The Trustworthy Pal: Controlling the False Discovery Rate in Boolean
Matrix Factorization},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {405--413},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.46},
doi = {10.1137/1.9781611975321.46},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HessPM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSPJPF18,
author = {Bryan Hooi and
Hyun Ah Song and
Amritanshu Pandey and
Marko Jereminov and
Larry T. Pileggi and
Christos Faloutsos},
editor = {Martin Ester and
Dino Pedreschi},
title = {StreamCast: Fast and Online Mining of Power Grid Time Sequences},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {531--539},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.60},
doi = {10.1137/1.9781611975321.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiSPJPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuaiMSLGZ18,
author = {Mengdi Huai and
Chenglin Miao and
Qiuling Suo and
Yaliang Li and
Jing Gao and
Aidong Zhang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Uncorrelated Patient Similarity Learning},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {270--278},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.31},
doi = {10.1137/1.9781611975321.31},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuaiMSLGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangCC18,
author = {Chien{-}Wen Huang and
Chung{-}Kuang Chou and
Ming{-}Syan Chen},
editor = {Martin Ester and
Dino Pedreschi},
title = {A Salient Ensemble of Trees using Cascaded Linear Classifiers with
Feature-Cost Constraints},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {486--494},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.55},
doi = {10.1137/1.9781611975321.55},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuangCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Jiang0ZZXY18,
author = {Fei Jiang and
Lifang He and
Yi Zheng and
Enqiang Zhu and
Jin Xu and
Philip S. Yu},
editor = {Martin Ester and
Dino Pedreschi},
title = {On Spectral Graph Embedding: {A} Non-Backtracking Perspective and
Graph Approximation},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {324--332},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.37},
doi = {10.1137/1.9781611975321.37},
timestamp = {Fri, 17 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Jiang0ZZXY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JinXZCWL18,
author = {Tianyuan Jin and
Tong Xu and
Hui Zhong and
Enhong Chen and
Zhefeng Wang and
Qi Liu},
editor = {Martin Ester and
Dino Pedreschi},
title = {Maximizing the Effect of Information Adoption: {A} General Framework},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {693--701},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.78},
doi = {10.1137/1.9781611975321.78},
timestamp = {Mon, 12 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JinXZCWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JoshiKG18,
author = {Shalmali Joshi and
Rajiv Khanna and
Joydeep Ghosh},
editor = {Martin Ester and
Dino Pedreschi},
title = {Co-regularized Monotone Retargeting for Semi-supervised LeTOR},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {432--440},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.49},
doi = {10.1137/1.9781611975321.49},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JoshiKG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KaraevHM18,
author = {Sanjar Karaev and
James L. Hook and
Pauli Miettinen},
editor = {Martin Ester and
Dino Pedreschi},
title = {Latitude: {A} Model for Mixed Linear-Tropical Matrix Factorization},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {360--368},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.41},
doi = {10.1137/1.9781611975321.41},
timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KaraevHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KisamoriWKF18,
author = {Keiichi Kisamori and
Takashi Washio and
Yoshio Kameda and
Ryohei Fujimaki},
editor = {Martin Ester and
Dino Pedreschi},
title = {A Rare and Critical Condition Search Technique and its Application
to Telescope Stray Light Analysis},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {567--575},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.64},
doi = {10.1137/1.9781611975321.64},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KisamoriWKF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KriegeFFMW18,
author = {Nils M. Kriege and
Matthias Fey and
Denis Fisseler and
Petra Mutzel and
Frank Weichert},
title = {Recognizing Cuneiform Signs Using Graph Based Methods},
booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018,
San Diego, California, USA, May 5, 2018},
series = {Proceedings of Machine Learning Research},
volume = {88},
pages = {31--44},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v88/kriege18a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KriegeFFMW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KuoCC18,
author = {Li{-}Yen Kuo and
Chung{-}Kuang Chou and
Ming{-}Syan Chen},
editor = {Martin Ester and
Dino Pedreschi},
title = {Personalized Ranking on Poisson Factorization},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {720--728},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.81},
doi = {10.1137/1.9781611975321.81},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KuoCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeHL18,
author = {Roy Ka{-}Wei Lee and
Tuan{-}Anh Hoang and
Ee{-}Peng Lim},
editor = {Martin Ester and
Dino Pedreschi},
title = {Discovering Hidden Topical Hubs and Authorities in Online Social Networks},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {378--386},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.43},
doi = {10.1137/1.9781611975321.43},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeKMS18,
author = {Ritchie Lee and
Mykel J. Kochenderfer and
Ole J. Mengshoel and
Joshua Silbermann},
editor = {Martin Ester and
Dino Pedreschi},
title = {Interpretable Categorization of Heterogeneous Time Series Data},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {216--224},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.25},
doi = {10.1137/1.9781611975321.25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeKMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeibrandtG18,
author = {Richard Leibrandt and
Stephan G{\"{u}}nnemann},
editor = {Martin Ester and
Dino Pedreschi},
title = {Making Kernel Density Estimation Robust towards Missing Values in
Highly Incomplete Multivariate Data without Imputation},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {747--755},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.84},
doi = {10.1137/1.9781611975321.84},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeibrandtG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Li018,
author = {Xiaosheng Li and
Jessica Lin},
editor = {Martin Ester and
Dino Pedreschi},
title = {Evolving Separating References for Time Series Classification},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {243--251},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.28},
doi = {10.1137/1.9781611975321.28},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Li018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Li0TL18,
author = {Jundong Li and
Chen Chen and
Hanghang Tong and
Huan Liu},
editor = {Martin Ester and
Dino Pedreschi},
title = {Multi-Layered Network Embedding},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {684--692},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.77},
doi = {10.1137/1.9781611975321.77},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Li0TL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiLCOW18,
author = {Ximing Li and
Changchun Li and
Jinjin Chi and
Jihong Ouyang and
Wenting Wang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Black-box Expectation Propagation for Bayesian Models},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {603--611},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.68},
doi = {10.1137/1.9781611975321.68},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiLCOW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiYZY18,
author = {Yan Li and
Tao Yang and
Jiayu Zhou and
Jieping Ye},
editor = {Martin Ester and
Dino Pedreschi},
title = {Multi-Task Learning based Survival Analysis for Predicting Alzheimer's
Disease Progression with Multi-Source Block-wise Missing Data},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {288--296},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.33},
doi = {10.1137/1.9781611975321.33},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiYZY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZSY18,
author = {Keqian Li and
Hanwen Zha and
Yu Su and
Xifeng Yan},
editor = {Martin Ester and
Dino Pedreschi},
title = {Unsupervised Neural Categorization for Scientific Publications},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {37--45},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.5},
doi = {10.1137/1.9781611975321.5},
timestamp = {Tue, 07 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiangJS018,
author = {Jiongqian Liang and
Peter Jacobs and
Jiankai Sun and
Srinivasan Parthasarathy},
editor = {Martin Ester and
Dino Pedreschi},
title = {Semi-supervised Embedding in Attributed Networks with Outliers},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {153--161},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.18},
doi = {10.1137/1.9781611975321.18},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiangJS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuWZFD18,
author = {Kunpeng Liu and
Pengyang Wang and
Jiawei Zhang and
Yanjie Fu and
Sajal K. Das},
editor = {Martin Ester and
Dino Pedreschi},
title = {Modeling the Interaction Coupling of Multi-View Spatiotemporal Contexts
for Destination Prediction},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {171--179},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.20},
doi = {10.1137/1.9781611975321.20},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuWZFD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaXW18,
author = {Tengfei Ma and
Cao Xiao and
Fei Wang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Health-ATM: {A} Deep Architecture for Multifaceted Patient Health
Record Representation and Risk Prediction},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {261--269},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.30},
doi = {10.1137/1.9781611975321.30},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaoSJZ18,
author = {Jiali Mao and
Pengda Sun and
Cheqing Jin and
Aoying Zhou},
editor = {Martin Ester and
Dino Pedreschi},
title = {Outlier Detection over Distributed Trajectory Streams},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {64--72},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.8},
doi = {10.1137/1.9781611975321.8},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaoSJZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MedyaSSBS18,
author = {Sourav Medya and
Arlei Silva and
Ambuj K. Singh and
Prithwish Basu and
Ananthram Swami},
editor = {Martin Ester and
Dino Pedreschi},
title = {Group Centrality Maximization via Network Design},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {126--134},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.14},
doi = {10.1137/1.9781611975321.14},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MedyaSSBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MeekinsABFHCPD18,
author = {Ryan Meekins and
Stephen C. Adams and
Peter A. Beling and
Kevin Farinholt and
Nathan Hipwell and
Ali Chaudhry and
Sherwood Polter and
Qing Dong},
title = {Cost-sensitive Classifier Selection when there is Additional Cost
Information},
booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018,
San Diego, California, USA, May 5, 2018},
series = {Proceedings of Machine Learning Research},
volume = {88},
pages = {17--30},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v88/meekins18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MeekinsABFHCPD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MillerVKZ18,
author = {Benjamin A. Miller and
Jeremy Vila and
Malina Kirn and
Joseph R. Zipkin},
title = {Classifier Performance Estimation with Unbalanced, Partially Labeled
Data},
booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018,
San Diego, California, USA, May 5, 2018},
series = {Proceedings of Machine Learning Research},
volume = {88},
pages = {4--16},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v88/miller18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MillerVKZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MorvanCGA18,
author = {Anne Morvan and
Krzysztof Choromanski and
C{\'{e}}dric Gouy{-}Pailler and
Jamal Atif},
editor = {Martin Ester and
Dino Pedreschi},
title = {Graph sketching-based Space-efficient Data Clustering},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {10--18},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.2},
doi = {10.1137/1.9781611975321.2},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MorvanCGA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NayakMJK18,
author = {Guruprasad Nayak and
Varun Mithal and
Xiaowei Jia and
Vipin Kumar},
editor = {Martin Ester and
Dino Pedreschi},
title = {Classifying Multivariate Time Series by Learning Sequence-level Discriminative
Patterns},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {252--260},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.29},
doi = {10.1137/1.9781611975321.29},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NayakMJK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NingTRRSR18,
author = {Yue Ning and
Rongrong Tao and
Chandan K. Reddy and
Huzefa Rangwala and
James C. Starz and
Naren Ramakrishnan},
editor = {Martin Ester and
Dino Pedreschi},
title = {{STAPLE:} Spatio-Temporal Precursor Learning for Event Forecasting},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {99--107},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.17},
doi = {10.1137/1.9781611975321.17},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NingTRRSR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PengHYS18,
author = {Yaxin Peng and
Lingfang Hu and
Shihui Ying and
Chaomin Shen},
editor = {Martin Ester and
Dino Pedreschi},
title = {Global Nonlinear Metric Learning by Gluing Local Linear Metrics},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {423--431},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.48},
doi = {10.1137/1.9781611975321.48},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PengHYS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RenNR18,
author = {Zhiyun Ren and
Xia Ning and
Huzefa Rangwala},
editor = {Martin Ester and
Dino Pedreschi},
title = {{ALE:} Additive Latent Effect Models for Grade Prediction},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {477--485},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.54},
doi = {10.1137/1.9781611975321.54},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RenNR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SchneiderV18,
author = {Johannes Schneider and
Michail Vlachos},
editor = {Martin Ester and
Dino Pedreschi},
title = {Topic Modeling based on Keywords and Context},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {369--377},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.42},
doi = {10.1137/1.9781611975321.42},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SchneiderV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SemwalYMN18,
author = {Tushar Semwal and
Promod Yenigalla and
Gaurav Mathur and
Shivashankar B. Nair},
editor = {Martin Ester and
Dino Pedreschi},
title = {A Practitioners' Guide to Transfer Learning for Text Classification
using Convolutional Neural Networks},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {513--521},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.58},
doi = {10.1137/1.9781611975321.58},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SemwalYMN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShalabySSG18,
author = {Marawan Shalaby and
Jan Stutzki and
Matthias Schubert and
Stephan G{\"{u}}nnemann},
editor = {Martin Ester and
Dino Pedreschi},
title = {An {LSTM} Approach to Patent Classification based on Fixed Hierarchy
Vectors},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {495--503},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.56},
doi = {10.1137/1.9781611975321.56},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShalabySSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Shen0KJ18,
author = {Yilin Shen and
Yanping Chen and
Eamonn J. Keogh and
Hongxia Jin},
editor = {Martin Ester and
Dino Pedreschi},
title = {Accelerating Time Series Searching with Large Uniform Scaling},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {234--242},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.27},
doi = {10.1137/1.9781611975321.27},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Shen0KJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShiGZK018,
author = {Yu Shi and
Huan Gui and
Qi Zhu and
Lance M. Kaplan and
Jiawei Han},
editor = {Martin Ester and
Dino Pedreschi},
title = {AspEm: Embedding Learning by Aspects in Heterogeneous Information
Networks},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {144--152},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.16},
doi = {10.1137/1.9781611975321.16},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShiGZK018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SilvaPF18,
author = {Pablo Nascimento da Silva and
Alexandre Plastino and
Alex Alves Freitas},
editor = {Martin Ester and
Dino Pedreschi},
title = {A Novel Genetic Algorithm for Feature Selection in Hierarchical Feature
Spaces},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {738--746},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.83},
doi = {10.1137/1.9781611975321.83},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SilvaPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SmithHSK18,
author = {Shaden Smith and
Kejun Huang and
Nicholas D. Sidiropoulos and
George Karypis},
editor = {Martin Ester and
Dino Pedreschi},
title = {Streaming Tensor Factorization for Infinite Data Sources},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {81--89},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.10},
doi = {10.1137/1.9781611975321.10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SmithHSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StanojevicATCFA18,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
editor = {Martin Ester and
Dino Pedreschi},
title = {Robust Road Map Inference through Network Alignment of Trajectories},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {135--143},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.15},
doi = {10.1137/1.9781611975321.15},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StanojevicATCFA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanDWLQZ18,
author = {Fei Tan and
Kuang Du and
Zhi Wei and
Haoran Liu and
Chenguang Qin and
Ran Zhu},
editor = {Martin Ester and
Dino Pedreschi},
title = {Modeling Item-specific Effects for Video Click},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {639--647},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.72},
doi = {10.1137/1.9781611975321.72},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanDWLQZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanHFWP18,
author = {Chang Wei Tan and
Matthieu Herrmann and
Germain Forestier and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
editor = {Martin Ester and
Dino Pedreschi},
title = {Efficient search of the best warping window for Dynamic Time Warping},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {225--233},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.26},
doi = {10.1137/1.9781611975321.26},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanHFWP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanYDWZ18,
author = {Qiaoyu Tan and
Guoxian Yu and
Carlotta Domeniconi and
Jun Wang and
Zili Zhang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Multi-view Weak-label Learning based on Matrix Completion},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {450--458},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.51},
doi = {10.1137/1.9781611975321.51},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanYDWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TatsuboriWBW18,
author = {Michiaki Tatsubori and
Aisha Walcott{-}Bryant and
Reginald E. Bryant and
John Wamburu},
editor = {Martin Ester and
Dino Pedreschi},
title = {A Probabilistic Hough Transform for Opportunistic Crowd-sensing of
Moving Traffic Obstacles},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {207--215},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.24},
doi = {10.1137/1.9781611975321.24},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TatsuboriWBW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TengTYC18,
author = {Ya{-}Wen Teng and
Chih{-}Hua Tai and
Philip S. Yu and
Ming{-}Syan Chen},
editor = {Martin Ester and
Dino Pedreschi},
title = {Revenue Maximization on the Multi-grade Product},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {576--584},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.65},
doi = {10.1137/1.9781611975321.65},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TengTYC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TorgoMWMB18,
author = {Lu{\'{\i}}s Torgo and
Stan Matwin and
Gary Weiss and
Nuno Moniz and
Paula Branco},
title = {Cost-Sensitive Learning: Preface},
booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018,
San Diego, California, USA, May 5, 2018},
series = {Proceedings of Machine Learning Research},
volume = {88},
pages = {1--3},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v88/torgo18a.html},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TorgoMWMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WanM18,
author = {Mengting Wan and
Julian J. McAuley},
editor = {Martin Ester and
Dino Pedreschi},
title = {One-Class Recommendation with Asymmetric Textual Feedback},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {648--656},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.73},
doi = {10.1137/1.9781611975321.73},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WanM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangH018,
author = {Jun Wang and
Cho{-}Jui Hsieh and
Daming Shi},
editor = {Martin Ester and
Dino Pedreschi},
title = {{NLRR++:} Scalable Subspace Clustering via Non-Convex Block Coordinate
Descent},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {28--36},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.4},
doi = {10.1137/1.9781611975321.4},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangH018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangJ18,
author = {Zhengyang Wang and
Shuiwang Ji},
editor = {Martin Ester and
Dino Pedreschi},
title = {Learning Convolutional Text Representations for Visual Question Answering},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {594--602},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.67},
doi = {10.1137/1.9781611975321.67},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangLISG18,
author = {Qing Wang and
Tao Li and
S. S. Iyengar and
Larisa Shwartz and
Genady Ya. Grabarnik},
editor = {Martin Ester and
Dino Pedreschi},
title = {Online {IT} Ticket Automation Recommendation Using Hierarchical Multi-armed
Bandit Algorithms},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {657--665},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.74},
doi = {10.1137/1.9781611975321.74},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangLISG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangLWJ18,
author = {Huandong Wang and
Yong Li and
Gang Wang and
Depeng Jin},
editor = {Martin Ester and
Dino Pedreschi},
title = {You Are How You Move: Linking Multiple User Identities From Massive
Mobility Traces},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {189--197},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.22},
doi = {10.1137/1.9781611975321.22},
timestamp = {Wed, 07 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangLWJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZLFA18,
author = {Pengyang Wang and
Jiawei Zhang and
Guannan Liu and
Yanjie Fu and
Charu C. Aggarwal},
editor = {Martin Ester and
Dino Pedreschi},
title = {Ensemble-Spotting: Ranking Urban Vibrancy via {POI} Embedding with
Multi-view Spatial Graphs},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {351--359},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.40},
doi = {10.1137/1.9781611975321.40},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangZLFA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuDSSC18,
author = {Xian Wu and
Yuxiao Dong and
Baoxu Shi and
Ananthram Swami and
Nitesh V. Chawla},
editor = {Martin Ester and
Dino Pedreschi},
title = {Who will Attend This Event Together? Event Attendance Prediction via
Deep {LSTM} Networks},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {180--188},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.21},
doi = {10.1137/1.9781611975321.21},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuDSSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X18,
editor = {Martin Ester and
Dino Pedreschi},
title = {Front Matter},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.fm},
doi = {10.1137/1.9781611975321.FM},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/X18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XiaoRTG18,
author = {Han Xiao and
Polina Rozenshtein and
Nikolaj Tatti and
Aristides Gionis},
editor = {Martin Ester and
Dino Pedreschi},
title = {Reconstructing a cascade from temporal observations},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {666--674},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.75},
doi = {10.1137/1.9781611975321.75},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/XiaoRTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YanHJK18,
author = {Yujun Yan and
Mark Heimann and
Di Jin and
Danai Koutra},
editor = {Martin Ester and
Dino Pedreschi},
title = {Fast Flow-based Random Walk with Restart in a Multi-query Setting},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {342--350},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.39},
doi = {10.1137/1.9781611975321.39},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YanHJK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangQLZZCH18,
author = {Min Yang and
Qiang Qu and
Kai Lei and
Jia Zhu and
Zhou Zhao and
Xiaojun Chen and
Joshua Zhexue Huang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Investigating Deep Reinforcement Learning Techniques in Personalized
Dialogue Generation},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {630--638},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.71},
doi = {10.1137/1.9781611975321.71},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangQLZZCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangZLG18,
author = {Peng Yang and
Peilin Zhao and
Yong Liu and
Xin Gao},
editor = {Martin Ester and
Dino Pedreschi},
title = {Robust Cost-Sensitive Learning for Recommendation with Implicit Feedback},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {621--629},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.70},
doi = {10.1137/1.9781611975321.70},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YangZLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangZS18,
author = {Bo Yang and
Ahmed S. Zamzam and
Nicholas D. Sidiropoulos},
editor = {Martin Ester and
Dino Pedreschi},
title = {ParaSketch: Parallel Tensor Factorization via Sketching},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {396--404},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.45},
doi = {10.1137/1.9781611975321.45},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangZS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoSLLMGZ18,
author = {Liuyi Yao and
Lu Su and
Qi Li and
Yaliang Li and
Fenglong Ma and
Jing Gao and
Aidong Zhang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Online Truth Discovery on Time Series Data},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {162--170},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.19},
doi = {10.1137/1.9781611975321.19},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YaoSLLMGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuAW18,
author = {Wenchao Yu and
Charu C. Aggarwal and
Wei Wang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Modeling Co-Evolution Across Multiple Networks},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {675--683},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.76},
doi = {10.1137/1.9781611975321.76},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuAW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZaidiPW18,
author = {Nayyar Abbas Zaidi and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Martin Ester and
Dino Pedreschi},
title = {Efficient and Effective Accelerated Hierarchical Higher-Order Logistic
Regression for Large Data Quantities},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {459--467},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.52},
doi = {10.1137/1.9781611975321.52},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZaidiPW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2018,
editor = {Martin Ester and
Dino Pedreschi},
title = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321},
doi = {10.1137/1.9781611975321},
isbn = {978-1-61197-532-1},
timestamp = {Sun, 13 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2018cost,
title = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018,
San Diego, California, USA, May 5, 2018},
series = {Proceedings of Machine Learning Research},
volume = {88},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v88/},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2018cost.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AdhikariZBP17,
author = {Bijaya Adhikari and
Yao Zhang and
Aditya Bharadwaj and
B. Aditya Prakash},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Condensing Temporal Networks using Propagation},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {417--425},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.47},
doi = {10.1137/1.9781611974973.47},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AdhikariZBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AraujoAFSB17,
author = {Miguel Araujo and
Miguel Almeida and
Jaime Ferreira and
Lu{\'{\i}}s Moura Silva and
Pedro Bizarro},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {BreachRadar: Automatic Detection of Points-of-Compromise},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {561--569},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.63},
doi = {10.1137/1.9781611974973.63},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AraujoAFSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BasaranNZ17,
author = {Daniel Basaran and
Eirini Ntoutsi and
Arthur Zimek},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Redundancies in Data and their Effect on the Evaluation of Recommendation
Systems: {A} Case Study on the Amazon Reviews Datasets},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {390--398},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.44},
doi = {10.1137/1.9781611974973.44},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BasaranNZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BertensVS17,
author = {Roel Bertens and
Jilles Vreeken and
Arno Siebes},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Efficiently Discovering Unexpected Pattern-Co-Occurrences},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {126--134},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.15},
doi = {10.1137/1.9781611974973.15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BertensVS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BhattacharyyaV17,
author = {Apratim Bhattacharyya and
Jilles Vreeken},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Efficiently Summarising Event Sequences with Rich Interleaving Patterns},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {795--803},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.89},
doi = {10.1137/1.9781611974973.89},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BhattacharyyaV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BohmPP17,
author = {Christian B{\"{o}}hm and
Martin Perdacher and
Claudia Plant},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Multi-core K-means},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {273--281},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.31},
doi = {10.1137/1.9781611974973.31},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BohmPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BudhathokiV17,
author = {Kailash Budhathoki and
Jilles Vreeken},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Correlation by Compression},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {525--533},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.59},
doi = {10.1137/1.9781611974973.59},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BudhathokiV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CadenaCV17,
author = {Jose Cadena and
Feng Chen and
Anil Vullikanti},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Near-Optimal and Practical Algorithms for Graph Scan Statistics},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {624--632},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.70},
doi = {10.1137/1.9781611974973.70},
timestamp = {Tue, 28 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CadenaCV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaoHWXYKL17,
author = {Bokai Cao and
Lifang He and
Xiaokai Wei and
Mengqi Xing and
Philip S. Yu and
Heide Klumpp and
Alex D. Leow},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {t-BNE: Tensor-based Brain Network Embedding},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {189--197},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.22},
doi = {10.1137/1.9781611974973.22},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CaoHWXYKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChangCCCSD17,
author = {Yale Chang and
Junxiang Chen and
Michael H. Cho and
Peter J. Castaldi and
Edwin K. Silverman and
Jennifer G. Dy},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Clustering with Domain-Specific Usefulness Scores},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {207--215},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.24},
doi = {10.1137/1.9781611974973.24},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChangCCCSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CheXLJZW17,
author = {Chao Che and
Cao Xiao and
Jian Liang and
Bo Jin and
Jiayu Zho and
Fei Wang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {An {RNN} Architecture with Dynamic Temporal Matching for Personalized
Predictions of Parkinson's Disease},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {198--206},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.23},
doi = {10.1137/1.9781611974973.23},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CheXLJZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenFFEZ17,
author = {Zhong Chen and
Zhide Fang and
Wei Fan and
Andrea Edwards and
Kun Zhang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {{CSTG:} An Effective Framework for Cost-sensitive Sparse Online Learning},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {759--767},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.85},
doi = {10.1137/1.9781611974973.85},
timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChenFFEZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenSAT17,
author = {Jinghui Chen and
Saket Sathe and
Charu C. Aggarwal and
Deepak S. Turaga},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Outlier Detection with Autoencoder Ensembles},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {90--98},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.11},
doi = {10.1137/1.9781611974973.11},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChenSAT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenTL17,
author = {Lin Chen and
Jiliang Tang and
Baoxin Li},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Embedded Supervised Feature Selection for Multi-class Data},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {516--524},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.58},
doi = {10.1137/1.9781611974973.58},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChinoCTF17,
author = {Daniel Y. T. Chino and
Alceu Ferraz Costa and
Agma J. M. Traina and
Christos Faloutsos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {VolTime: Unsupervised Anomaly Detection on Users' Online Activity
Volume},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {108--116},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.13},
doi = {10.1137/1.9781611974973.13},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChinoCTF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CodenDGKN17,
author = {Anni Coden and
Marina Danilevsky and
Daniel Gruhl and
Linda Kato and
Meena Nagarajan},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {A Method to Accelerate Human in the Loop Clustering},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {237--245},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.27},
doi = {10.1137/1.9781611974973.27},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CodenDGKN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Curtin17,
author = {Ryan R. Curtin},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {A Dual-Tree Algorithm for Fast \emph{k}-means Clustering With Large
\emph{k}},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {300--308},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.34},
doi = {10.1137/1.9781611974973.34},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Curtin17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DangYSG17,
author = {Xuan{-}Hong Dang and
Hongyuan You and
Ambuj K. Singh and
Scott T. Grafton},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Subnetwork Mining with Spatial and Temporal Smoothness},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {354--362},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.40},
doi = {10.1137/1.9781611974973.40},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DangYSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DavoudiZA17,
author = {Heidar Davoudi and
Morteza Zihayat and
Aijun An},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Time-Aware Subscription Prediction Model for User Acquisition in Digital
News Media},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {135--143},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.16},
doi = {10.1137/1.9781611974973.16},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DavoudiZA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DhurandharAW17,
author = {Amit Dhurandhar and
Margareta Ackerman and
Xiang Wang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Uncovering Group Level Insights with Accordant Clustering},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {228--236},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.26},
doi = {10.1137/1.9781611974973.26},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DhurandharAW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingHZZ17,
author = {Yi Ding and
Sheng{-}Jun Huang and
Chen Zu and
Daoqiang Zhang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Margin Distribution Logistic Machine},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {19--27},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.3},
doi = {10.1137/1.9781611974973.3},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DingHZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EswaranGF17,
author = {Dhivya Eswaran and
Stephan G{\"{u}}nnemann and
Christos Faloutsos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {The Power of Certainty: {A} Dirichlet-Multinomial Model for Belief
Propagation},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {144--152},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.17},
doi = {10.1137/1.9781611974973.17},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EswaranGF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EvangelopoulosB17,
author = {Xenophon Evangelopoulos and
Austin J. Brockmeier and
Tingting Mu and
John Yannis Goulermas},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {A Graduated Non-Convexity Relaxation for Large Scale Seriation},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {462--470},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.52},
doi = {10.1137/1.9781611974973.52},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EvangelopoulosB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FuHSSPTMSFP17,
author = {Xiao Fu and
Kejun Huang and
Otilia Stretcu and
Hyun Ah Song and
Evangelos E. Papalexakis and
Partha P. Talukdar and
Tom M. Mitchell and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {216--227},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.25},
doi = {10.1137/1.9781611974973.25},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/FuHSSPTMSFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GalbrunGGT17,
author = {Esther Galbrun and
Behzad Golshan and
Aristides Gionis and
Evimaria Terzi},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Finding low-tension communities},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {336--344},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.38},
doi = {10.1137/1.9781611974973.38},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GalbrunGGT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GionisRTT17,
author = {Aristides Gionis and
Polina Rozenshtein and
Nikolaj Tatti and
Evimaria Terzi},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Community-aware network sparsification},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {426--434},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.48},
doi = {10.1137/1.9781611974973.48},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GionisRTT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HamalainenW17,
author = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
Geoffrey I. Webb},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Specious rules: an efficient and effective unifying method for removing
misleading and uninformative patterns in association rule mining},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {309--317},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.35},
doi = {10.1137/1.9781611974973.35},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HamalainenW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HayEM17,
author = {Michael Hay and
Liudmila Elagina and
Gerome Miklau},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Differentially Private Rank Aggregation},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {669--677},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.75},
doi = {10.1137/1.9781611974973.75},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HayEM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeckelV17,
author = {Reinhard Heckel and
Michail Vlachos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Private and Right-Protected Big Data Publication: An Analysis},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {660--668},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.74},
doi = {10.1137/1.9781611974973.74},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeckelV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuI17,
author = {Qiong Hu and
Tomasz Imielinski},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {{ALPINE:} Progressive Itemset Mining with Definite Guarantees},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {63--71},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.8},
doi = {10.1137/1.9781611974973.8},
timestamp = {Fri, 21 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangLH17,
author = {Xiao Huang and
Jundong Li and
Xia Hu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Accelerated Attributed Network Embedding},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {633--641},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.71},
doi = {10.1137/1.9781611974973.71},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuangLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JankowiakG17,
author = {Martin Jankowiak and
Manuel Gomez{-}Rodriguez},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Uncovering the Spatiotemporal Patterns of Collective Social Activity},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {822--830},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.92},
doi = {10.1137/1.9781611974973.92},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JankowiakG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaKNGCWK17,
author = {Xiaowei Jia and
Ankush Khandelwal and
Guruprasad Nayak and
James Gerber and
Kimberly Carlson and
Paul C. West and
Vipin Kumar},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Predict Land Covers with Transition Modeling and Incremental Learning},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {171--179},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.20},
doi = {10.1137/1.9781611974973.20},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaKNGCWK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JinCKLR17,
author = {Fang Jin and
Feng Chen and
Rupinder Paul Khandpur and
Chang{-}Tien Lu and
Naren Ramakrishnan},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Absenteeism Detection in Social Media},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {606--614},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.68},
doi = {10.1137/1.9781611974973.68},
timestamp = {Tue, 28 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JinCKLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KakkarSSG17,
author = {Vishal Kakkar and
Shirish K. Shevade and
S. Sundararajan and
Dinesh Garg},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {A Sparse Nonlinear Classifier Design Using {AUC} Optimization},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {291--299},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.33},
doi = {10.1137/1.9781611974973.33},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KakkarSSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KannanWAP17,
author = {Ramakrishnan Kannan and
Hyenkyun Woo and
Charu C. Aggarwal and
Haesun Park},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Outlier Detection for Text Data},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {489--497},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.55},
doi = {10.1137/1.9781611974973.55},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KannanWAP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KhannaGPK17,
author = {Rajiv Khanna and
Joydeep Ghosh and
Russell A. Poldrack and
Oluwasanmi Koyejo},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {A Deflation Method for Structured Probabilistic {PCA}},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {534--542},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.60},
doi = {10.1137/1.9781611974973.60},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KhannaGPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KorpelaOPU17,
author = {Jussi Korpela and
Emilia Oikarinen and
Kai Puolam{\"{a}}ki and
Antti Ukkonen},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Multivariate Confidence Intervals},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {696--704},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.78},
doi = {10.1137/1.9781611974973.78},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KorpelaOPU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LashLSRO17,
author = {Michael T. Lash and
Qihang Lin and
W. Nick Street and
Jennifer G. Robinson and
Jeffrey W. Ohlmann},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Generalized Inverse Classification},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {162--170},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.19},
doi = {10.1137/1.9781611974973.19},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LashLSRO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeKBM17,
author = {John Boaz Lee and
Xiangnan Kong and
Yihan Bao and
Constance M. Moore},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Identifying Deep Contrasting Networks from Time Series Data: Application
to Brain Network Analysis},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {543--551},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.61},
doi = {10.1137/1.9781611974973.61},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeKBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeWCL17,
author = {Ching{-}Pei Lee and
Po{-}Wei Wang and
Weizhu Chen and
Chih{-}Jen Lin},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Limited-memory Common-directions Method for Distributed Optimization
and its Application on Empirical Risk Minimization},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {732--740},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.82},
doi = {10.1137/1.9781611974973.82},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeWCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiWYPT17,
author = {Yang Li and
Suhang Wang and
Tao Yang and
Quan Pan and
Jiliang Tang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Price Recommendation on Vacation Rental Websites},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {399--407},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.45},
doi = {10.1137/1.9781611974973.45},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiWYPT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiWZL17,
author = {Jundong Li and
Liang Wu and
Osmar R. Za{\"{\i}}ane and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Toward Personalized Relational Learning},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {444--452},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.50},
doi = {10.1137/1.9781611974973.50},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiWZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZAXL17,
author = {Zhenhui Li and
Guanjie Zheng and
Amal Agarwal and
Lingzhou Xue and
Thomas Lauvaux},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Discovery of Causal Time Intervals},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {804--812},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.90},
doi = {10.1137/1.9781611974973.90},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZAXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuKR17,
author = {Xinyue Liu and
Xiangnan Kong and
Ann B. Ragin},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Unified and Contrasting Graphical Lasso for Brain Network Discovery},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {180--188},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.21},
doi = {10.1137/1.9781611974973.21},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuQZGWXY17,
author = {Yashu Liu and
Shuang Qiu and
Ping Zhang and
Pinghua Gong and
Fei Wang and
Guoliang Xue and
Jieping Ye},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Computational Drug Discovery with Dyadic Positive-Unlabeled Learning},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {45--53},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.6},
doi = {10.1137/1.9781611974973.6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuQZGWXY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuSZFS17,
author = {Zongge Liu and
Hyun Ah Song and
Vladimir Zadorozhny and
Christos Faloutsos and
Nicholas D. Sidiropoulos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {H-Fuse: Efficient Fusion of Aggregated Historical Data},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {786--794},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.88},
doi = {10.1137/1.9781611974973.88},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuSZFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuW17,
author = {Honglei Liu and
Bian Wu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Active Learning of Functional Networks from Spike Trains},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {81--89},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.10},
doi = {10.1137/1.9781611974973.10},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuLMC17,
author = {Ziyu Lu and
Hui Li and
Nikos Mamoulis and
David W. Cheung},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {{HBGG:} a Hierarchical Bayesian Geographical Model for Group Recommendation},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {372--380},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.42},
doi = {10.1137/1.9781611974973.42},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuLMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MancuhanC17,
author = {Koray Mancuhan and
Chris Clifton},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Statistical Learning Theory Approach for Data Classification with
\emph{{\(\mathscr{l}\)}}-diversity},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {651--659},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.73},
doi = {10.1137/1.9781611974973.73},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MancuhanC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MavroforakisECT17,
author = {Charalampos Mavroforakis and
D{\'{o}}ra Erd{\"{o}}s and
Mark Crovella and
Evimaria Terzi},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Active Positive-Definite Matrix Completion},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {264--272},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.30},
doi = {10.1137/1.9781611974973.30},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MavroforakisECT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/McBrideWNL17,
author = {Ryan McBride and
Ke Wang and
Viswanadh Nekkanti and
Wenyuan Li},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Risk Clearance with Guaranteed Precision},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {36--44},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.5},
doi = {10.1137/1.9781611974973.5},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/McBrideWNL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MishraA17,
author = {Abhinav Mishra and
Leman Akoglu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Ranking in Heterogeneous Networks with Geo-Location Information},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {408--416},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.46},
doi = {10.1137/1.9781611974973.46},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MishraA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MitriMV17,
author = {Marc Mitri and
Fragkiskos D. Malliaros and
Michalis Vazirgiannis},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Sensitivity of Community Structure to Network Uncertainty},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {345--353},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.39},
doi = {10.1137/1.9781611974973.39},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MitriMV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MiyaguchiMY17,
author = {Kohei Miyaguchi and
Shin Matsushima and
Kenji Yamanishi},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Sparse Graphical Modeling via Stochastic Complexity},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {723--731},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.81},
doi = {10.1137/1.9781611974973.81},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MiyaguchiMY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MorsyK17,
author = {Sara Morsy and
George Karypis},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Cumulative Knowledge-based Regression Models for Next-term Grade Prediction},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {552--560},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.62},
doi = {10.1137/1.9781611974973.62},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MorsyK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MukherjeePW17,
author = {Subhabrata Mukherjee and
Kashyap Popat and
Gerhard Weikum},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Exploring Latent Semantic Factors to Find Useful Product Reviews},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {480--488},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.54},
doi = {10.1137/1.9781611974973.54},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MukherjeePW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MurugesanC17,
author = {Keerthiram Murugesan and
Jaime G. Carbonell},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Multi-Task Multiple Kernel Relationship Learning},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {687--695},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.77},
doi = {10.1137/1.9781611974973.77},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MurugesanC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NassarG17,
author = {Huda Nassar and
David F. Gleich},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Multimodal Network Alignment},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {615--623},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.69},
doi = {10.1137/1.9781611974973.69},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NassarG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NelakurthiTMBH17,
author = {Arun Reddy Nelakurthi and
Hanghang Tong and
Ross Maciejewski and
Nadya Bliss and
Jingrui He},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {User-guided Cross-domain Sentiment Classification},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {471--479},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.53},
doi = {10.1137/1.9781611974973.53},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NelakurthiTMBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NieLHRFY17,
author = {Zhi Nie and
Binbin Lin and
Shuai Huang and
Naren Ramakrishnan and
Wei Fan and
Jieping Ye},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Pruning Decision Trees via Max-Heap Projection},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {10--18},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.2},
doi = {10.1137/1.9781611974973.2},
timestamp = {Sun, 27 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NieLHRFY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Peel17,
author = {Leto Peel},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Graph-based semi-supervised learning for relational networks},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {435--443},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.49},
doi = {10.1137/1.9781611974973.49},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Peel17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PerrosWZWVPS17,
author = {Ioakeim Perros and
Fei Wang and
Ping Zhang and
Peter B. Walker and
Richard W. Vuduc and
Jyotishman Pathak and
Jimeng Sun},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Polyadic Regression and its Application to Chemogenomics},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {72--80},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.9},
doi = {10.1137/1.9781611974973.9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PerrosWZWVPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PientaKLVTAPC17,
author = {Robert S. Pienta and
Minsuk Kahng and
Zhiyuan Lin and
Jilles Vreeken and
Partha P. Talukdar and
James Abello and
Ganesh Parameswaran and
Duen Horng Chau},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {{FACETS:} Adaptive Local Exploration of Large Graphs},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {597--605},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.67},
doi = {10.1137/1.9781611974973.67},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PientaKLVTAPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RuchanskyCT17,
author = {Natali Ruchansky and
Mark Crovella and
Evimaria Terzi},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Targeted matrix completion},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {255--263},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.29},
doi = {10.1137/1.9781611974973.29},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RuchanskyCT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RugelesZCDK17,
author = {Daniel Rugeles and
Kaiqi Zhao and
Gao Cong and
Manoranjan Dash and
Shonali Krishnaswamy},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Biclustering: An application of Dual Topic Models},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {453--461},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.51},
doi = {10.1137/1.9781611974973.51},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RugelesZCDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SalahN17,
author = {Aghiles Salah and
Mohamed Nadif},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Model-based von Mises-Fisher Co-clustering with a Conscience},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {246--254},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.28},
doi = {10.1137/1.9781611974973.28},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SalahN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SchoenemanMCNZ17,
author = {Frank Schoeneman and
Suchismit Mahapatra and
Varun Chandola and
Nils Napp and
Jaroslaw Zola},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Error Metrics for Learning Reliable Manifolds from Streaming Data},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {750--758},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.84},
doi = {10.1137/1.9781611974973.84},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SchoenemanMCNZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Seybold17,
author = {Martin P. Seybold},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Robust Map Matching for Heterogeneous Data via Dominance Decompositions},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {813--821},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.91},
doi = {10.1137/1.9781611974973.91},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Seybold17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanWP17,
author = {Chang Wei Tan and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Indexing and classifying gigabytes of time series under time warping},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {282--290},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.32},
doi = {10.1137/1.9781611974973.32},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanWP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Tatti17,
author = {Nikolaj Tatti},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Discovering bursts revisited: guaranteed optimization of the model
parameters},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {831--839},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.93},
doi = {10.1137/1.9781611974973.93},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Tatti17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TomitaMV17,
author = {Tyler M. Tomita and
Mauro Maggioni and
Joshua T. Vogelstein},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {{ROFLMAO:} Robust Oblique Forests with Linear MAtrix Operations},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {498--506},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.56},
doi = {10.1137/1.9781611974973.56},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TomitaMV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangAL17,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Using a Random Forest to Inspire a Neural Network and Improving on
It},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {1--9},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.1},
doi = {10.1137/1.9781611974973.1},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangTACL17,
author = {Suhang Wang and
Jiliang Tang and
Charu C. Aggarwal and
Yi Chang and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Signed Network Embedding in Social Media},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {327--335},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.37},
doi = {10.1137/1.9781611974973.37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangTACL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWTARL17,
author = {Suhang Wang and
Yilin Wang and
Jiliang Tang and
Charu C. Aggarwal and
Suhas Ranganath and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Exploiting Hierarchical Structures for Unsupervised Feature Selection},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {507--515},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.57},
doi = {10.1137/1.9781611974973.57},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWTARL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WistubaSS17,
author = {Martin Wistuba and
Nicolas Schilling and
Lars Schmidt{-}Thieme},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Automatic Frankensteining: Creating Complex Ensembles Autonomously},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {741--749},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.83},
doi = {10.1137/1.9781611974973.83},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WistubaSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuLHL17,
author = {Liang Wu and
Jundong Li and
Xia Hu and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Gleaning Wisdom from the Past: Early Detection of Emerging Rumors
in Social Media},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {99--107},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.12},
doi = {10.1137/1.9781611974973.12},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuLHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X17,
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Front Matter},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {1--10},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.fm},
doi = {10.1137/1.9781611974973.FM},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/X17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X17a,
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Back Matter},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {840--847},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.BM},
doi = {10.1137/1.9781611974973.BM},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/X17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XiaoGVT17,
author = {Houping Xiao and
Jing Gao and
Long H. Vu and
Deepak S. Turaga},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Detecting Malicious Behavior in Computer Networks via Cost-Sensitive
and Connectivity Constrained Classification},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {117--125},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.14},
doi = {10.1137/1.9781611974973.14},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XiaoGVT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XueH17,
author = {Yanbing Xue and
Milos Hauskrecht},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Active Learning of Classification Models with Likert-Scale Feedback},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {28--35},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.4},
doi = {10.1137/1.9781611974973.4},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/XueH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YousefnezhadZ17,
author = {Muhammad Yousefnezhad and
Daoqiang Zhang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Multi-Region Neural Representation: {A} novel model for decoding visual
stimuli in human brains},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {54--62},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.7},
doi = {10.1137/1.9781611974973.7},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YousefnezhadZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuA17,
author = {Shujian Yu and
Zubin Abraham},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Concept Drift Detection with Hierarchical Hypothesis Testing},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {768--776},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.86},
doi = {10.1137/1.9781611974973.86},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuBL17,
author = {Hsiang{-}Fu Yu and
Mikhail Bilenko and
Chih{-}Jen Lin},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Selection of Negative Samples for One-class Matrix Factorization},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {363--371},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.41},
doi = {10.1137/1.9781611974973.41},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuLSDL17,
author = {Rose Yu and
Yaguang Li and
Cyrus Shahabi and
Ugur Demiryurek and
Yan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Deep Learning: {A} Generic Approach for Extreme Condition Traffic
Forecasting},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {777--785},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.87},
doi = {10.1137/1.9781611974973.87},
timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuLSDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuanTCFSS17,
author = {Shuai Yuan and
Pang{-}Ning Tan and
Kendra Spence Cheruvelil and
C. Emi Fergus and
Nicholas K. Skaff and
Patricia A. Soranno},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Hash-Based Feature Learning for Incomplete Continuous-Valued Data},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {678--686},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.76},
doi = {10.1137/1.9781611974973.76},
timestamp = {Thu, 22 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuanTCFSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZaidiW17,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {A Fast Trust-Region Newton Method for Softmax Logistic Regression},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {705--713},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.79},
doi = {10.1137/1.9781611974973.79},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZaidiW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangAJP17,
author = {Yao Zhang and
Bijaya Adhikari and
Steve T. K. Jan and
B. Aditya Prakash},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {MeiKe: Influence-based Communities in Networks},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {318--326},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.36},
doi = {10.1137/1.9781611974973.36},
timestamp = {Wed, 12 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangAJP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangWCZZ17,
author = {Yexun Zhang and
Yanfeng Wang and
Wenbin Cai and
Siyuan Zhou and
Ya Zhang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {From Theory to Practice: Efficient Active Cost-sensitive Classification
with Expected Error Reduction},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {153--161},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.18},
doi = {10.1137/1.9781611974973.18},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangWCZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangXLKZ17,
author = {Yao Zhang and
Yun Xiong and
Xinyue Liu and
Xiangnan Kong and
Yangyong Zhu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Meta-Path Graphical Lasso for Learning Heterogeneous Connectivities},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {642--650},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.72},
doi = {10.1137/1.9781611974973.72},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangXLKZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangYWSZ17,
author = {Chuxu Zhang and
Lu Yu and
Yan Wang and
Chirag Shah and
Xiangliang Zhang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Collaborative User Network Embedding for Social Recommender Systems},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {381--389},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.43},
doi = {10.1137/1.9781611974973.43},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangYWSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangZYAHDT17,
author = {Si Zhang and
Dawei Zhou and
Mehmet Yigit Yildirim and
Scott Alcorn and
Jingrui He and
Hasan Davulcu and
Hanghang Tong},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {HiDDen: Hierarchical Dense Subgraph Detection with Application to
Financial Fraud Detection},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {570--578},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.64},
doi = {10.1137/1.9781611974973.64},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangZYAHDT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoFS17,
author = {Yan Zhao and
Xiao Fang and
David Simchi{-}Levi},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Uplift Modeling with Multiple Treatments and General Response Types},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {588--596},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.66},
doi = {10.1137/1.9781611974973.66},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouYH17,
author = {Yao Zhou and
Lei Ying and
Jingrui He},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {MultiC\({}^{\mbox{2}}\): an Optimization Framework for Learning from
Task and Worker Dual Heterogeneity},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {579--587},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.65},
doi = {10.1137/1.9781611974973.65},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuLH17,
author = {Yada Zhu and
Jianbo Li and
Jingrui He},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Learning from Multi-Modality Multi-Resolution Data: an Optimization
Approach},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {714--722},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.80},
doi = {10.1137/1.9781611974973.80},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2017,
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973},
doi = {10.1137/1.9781611974973},
isbn = {978-1-61197-497-3},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0003VBV16,
author = {Simone Romano and
Xuan Vinh Nguyen and
James Bailey and
Karin Verspoor},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {A Framework to Adjust Dependency Measure Estimates for Chance},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {423--431},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.48},
doi = {10.1137/1.9781611974348.48},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/0003VBV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AllabLN16,
author = {Kais Allab and
Lazhar Labiod and
Mohamed Nadif},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Power Simultaneous Spectral Data Embedding and Clustering},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {270--278},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.31},
doi = {10.1137/1.9781611974348.31},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AllabLN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AssamS016,
author = {Roland Assam and
Subramanyam Sathyanarayana and
Thomas Seidl},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Infusing Geo-Recency Mixture Models for Effective Location Prediction
in {LBSN}},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {855--863},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.96},
doi = {10.1137/1.9781611974348.96},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AssamS016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BabbarMS16,
author = {Rohit Babbar and
Krikamol Muandet and
Bernhard Sch{\"{o}}lkopf},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {TerseSVM : {A} Scalable Approach for Learning Compact Models in Large-scale
Classification},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {234--242},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.27},
doi = {10.1137/1.9781611974348.27},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BabbarMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BargerF16,
author = {Artem Barger and
Dan Feldman},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {\emph{k}-Means for Streaming and Distributed Big Sparse Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {342--350},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.39},
doi = {10.1137/1.9781611974348.39},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BargerF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BeigiTWL16,
author = {Ghazaleh Beigi and
Jiliang Tang and
Suhang Wang and
Huan Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Exploiting Emotional Information for Trust/Distrust Prediction},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {81--89},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.10},
doi = {10.1137/1.9781611974348.10},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BeigiTWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BianLN16,
author = {Xiao Bian and
Feng Li and
Xia Ning},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Kernelized Sparse Self-Representation for Clustering and Recommendation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {10--17},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.2},
doi = {10.1137/1.9781611974348.2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BianLN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaiZPTHZ16,
author = {Ruichu Cai and
Zhenjie Zhang and
Srinivasan Parthasarathy and
Anthony K. H. Tung and
Zhifeng Hao and
Wen Zhang},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Multi-Domain Manifold Learning for Drug-Target Interaction Prediction},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {18--26},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.3},
doi = {10.1137/1.9781611974348.3},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CaiZPTHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Chehreghani16,
author = {Morteza Haghir Chehreghani},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {K-Nearest Neighbor Search and Outlier Detection via Minimax Distances},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {405--413},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.46},
doi = {10.1137/1.9781611974348.46},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Chehreghani16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenTSCCJ16,
author = {Ting Chen and
Lu{-}An Tang and
Yizhou Sun and
Zhengzhang Chen and
Haifeng Chen and
Guofei Jiang},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Integrating Community and Role Detection in Information Networks},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {72--80},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.9},
doi = {10.1137/1.9781611974348.9},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenTSCCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenYSCKF16,
author = {Xi C. Chen and
Yuanshun Yao and
Sichao Shi and
Snigdhansu Chatterjee and
Vipin Kumar and
James H. Faghmous},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {A general framework to increase the robustness of model-based change
point detection algorithms to outliers and noise},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {162--170},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.19},
doi = {10.1137/1.9781611974348.19},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenYSCKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengWZH16,
author = {Yu Cheng and
Fei Wang and
Ping Zhang and
Jianying Hu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Risk Prediction with Electronic Health Records: {A} Deep Learning
Approach},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {432--440},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.49},
doi = {10.1137/1.9781611974348.49},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengWZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DasWKKN16,
author = {Mayukh Das and
Yuqing Wu and
Tushar Khot and
Kristian Kersting and
Sriraam Natarajan},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Scaling Lifted Probabilistic Inference and Learning Via Graph Databases},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {738--746},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.83},
doi = {10.1137/1.9781611974348.83},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DasWKKN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DasZ16,
author = {Ariyam Das and
Carlo Zaniolo},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Fast Lossless Frequent Itemset Mining in Data Streams using Crucial
Patterns},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {576--584},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.65},
doi = {10.1137/1.9781611974348.65},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DasZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DongT16,
author = {Guozhu Dong and
Vahid Taslimitehrani},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Pattern Aided Classification},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {225--233},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.26},
doi = {10.1137/1.9781611974348.26},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DongT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ErfaniBRNLBR16,
author = {Sarah M. Erfani and
Mahsa Baktashmotlagh and
Sutharshan Rajasegarar and
Vinh Nguyen and
Christopher Leckie and
James Bailey and
Kotagiri Ramamohanarao},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{R1STM:} One-class Support Tensor Machine with Randomised Kernel},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {198--206},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.23},
doi = {10.1137/1.9781611974348.23},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ErfaniBRNLBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FishKL16,
author = {Benjamin Fish and
Jeremy Kun and
{\'{A}}d{\'{a}}m D{\'{a}}niel Lelkes},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {A Confidence-Based Approach for Balancing Fairness and Accuracy},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {144--152},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.17},
doi = {10.1137/1.9781611974348.17},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FishKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GanjiBS16,
author = {Mohadeseh Ganji and
James Bailey and
Peter J. Stuckey},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Lagrangian Constrained Clustering},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {288--296},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.33},
doi = {10.1137/1.9781611974348.33},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GanjiBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuanFLXCL16,
author = {Chu Guan and
Yanjie Fu and
Xinjiang Lu and
Hui Xiong and
Enhong Chen and
Yingling Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Vocal Competence Based Karaoke Recommendation: {A} Maximum-Margin
Joint Model},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {135--143},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.16},
doi = {10.1137/1.9781611974348.16},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuanFLXCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanTSSCY16,
author = {Fangqiu Han and
Shulong Tan and
Huan Sun and
Mudhakar Srivatsa and
Deng Cai and
Xifeng Yan},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Distributed Representations of Expertise},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {531--539},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.60},
doi = {10.1137/1.9781611974348.60},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanTSSCY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanZGVO16,
author = {Chao Han and
Shanshan Zhang and
Mohamed F. Ghalwash and
Slobodan Vucetic and
Zoran Obradovic},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Joint Learning of Representation and Structure for Sparse Regression
on Graphs},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {846--854},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.95},
doi = {10.1137/1.9781611974348.95},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanZGVO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HattoriASIK16,
author = {Takashi Hattori and
Kazuo Aoyama and
Kazumi Saito and
Tetsuo Ikeda and
Eri Kobayashi},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Pivot-based k-means Algorithm for Numerous-class Data Sets},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {333--341},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.38},
doi = {10.1137/1.9781611974348.38},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HattoriASIK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSBGAKMF16,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {495--503},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.56},
doi = {10.1137/1.9781611974348.56},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HooiSBGAKMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HouWGD16,
author = {Yangyang Hou and
Joyce Jiyoung Whang and
David F. Gleich and
Inderjit S. Dhillon},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {297--305},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.34},
doi = {10.1137/1.9781611974348.34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HouWGD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangL16,
author = {Hsin{-}Yuan Huang and
Chih{-}Jen Lin},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Linear and Kernel Classification: When to Use Which?},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {216--224},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.25},
doi = {10.1137/1.9781611974348.25},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuangL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HynesS16,
author = {Michael B. Hynes and
Hans De Sterck},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {A polynomial expansion line search for large-scale unconstrained minimization
of smooth \emph{L}\({}_{\mbox{2}}\)-regularized loss functions, with
implementation in Apache Spark},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {603--611},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.68},
doi = {10.1137/1.9781611974348.68},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HynesS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ItoOY16,
author = {Yu Ito and
Shinichi Oeda and
Kenji Yamanishi},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Rank Selection for Non-negative Matrix Factorization with Normalized
Maximum Likelihood Coding},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {720--728},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.81},
doi = {10.1137/1.9781611974348.81},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ItoOY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JanakiramanMO16,
author = {Vijay Manikandan Janakiraman and
Bryan L. Matthews and
Nikunj C. Oza},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Discovery of Precursors to Adverse Events using Time Series Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {639--647},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.72},
doi = {10.1137/1.9781611974348.72},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JanakiramanMO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KafsiBMGKT16,
author = {Mohamed Kafsi and
Rapha{\"{e}}l Braunschweig and
Danielle Mersch and
Matthias Grossglauser and
Laurent Keller and
Patrick Thiran},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Uncovering Latent Behaviors in Ant Colonies},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {450--458},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.51},
doi = {10.1137/1.9781611974348.51},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KafsiBMGKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KangC16,
author = {Zhao Kang and
Qiang Cheng},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Top-N Recommendation with Novel Rank Approximation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {126--134},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.15},
doi = {10.1137/1.9781611974348.15},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KangC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KaraevM16,
author = {Sanjar Karaev and
Pauli Miettinen},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Capricorn: An Algorithm for Subtropical Matrix Factorization},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {702--710},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.79},
doi = {10.1137/1.9781611974348.79},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KaraevM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KeneshlooWHR16,
author = {Yaser Keneshloo and
Shuguang Wang and
Eui{-}Hong Sam Han and
Naren Ramakrishnan},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Predicting the Popularity of News Articles},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {441--449},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.50},
doi = {10.1137/1.9781611974348.50},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KeneshlooWHR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeL16,
author = {Dung D. Le and
Hady Wirawan Lauw},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Euclidean Co-Embedding of Ordinal Data for Multi-Type Visualization},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {396--404},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.45},
doi = {10.1137/1.9781611974348.45},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LeL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeL16,
author = {Pei Lee and
Laks V. S. Lakshmanan},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Query-Driven Maximum Quasi-Clique Search},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {522--530},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.59},
doi = {10.1137/1.9781611974348.59},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiHWG16,
author = {Huayu Li and
Richang Hong and
Zhiang Wu and
Yong Ge},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest
Recommendation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {117--125},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.14},
doi = {10.1137/1.9781611974348.14},
timestamp = {Thu, 16 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiHWG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiHWL16,
author = {Jundong Li and
Xia Hu and
Liang Wu and
Huan Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Robust Unsupervised Feature Selection on Networked Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {387--395},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.44},
doi = {10.1137/1.9781611974348.44},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiHWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiOZ16,
author = {Ximing Li and
Jihong Ouyang and
Xiaotang Zhou},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Sparse Hybrid Variational-Gibbs Algorithm for Latent Dirichlet Allocation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {729--737},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.82},
doi = {10.1137/1.9781611974348.82},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiOZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiTTF16,
author = {Liangyue Li and
Hanghang Tong and
Jie Tang and
Wei Fan},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {\emph{iPath: } Forecasting the Pathway to Impact},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {468--476},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.53},
doi = {10.1137/1.9781611974348.53},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiTTF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiVR16,
author = {Yan Li and
Bhanukiran Vinzamuri and
Chandan K. Reddy},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Regularized Weighted Linear Regression for High-dimensional Censored
Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {45--53},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.6},
doi = {10.1137/1.9781611974348.6},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiVR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiXR16,
author = {Yan Li and
Kevin S. Xu and
Chandan K. Reddy},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Regularized Parametric Regression for High-dimensional Survival Analysis},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {765--773},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.86},
doi = {10.1137/1.9781611974348.86},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiXR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiaoCC16,
author = {Pei{-}Lun Liao and
Chung{-}Kuang Chou and
Ming{-}Syan Chen},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Uncovering Multiple Diffusion Networks Using the First-Hand Sharing
Pattern},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {63--71},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.8},
doi = {10.1137/1.9781611974348.8},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiaoCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuALKSS16,
author = {Xinyue Liu and
Charu C. Aggarwal and
Yu{-}Feng Li and
Xiangnan Kong and
Xinyuan Sun and
Saket Sathe},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Kernelized Matrix Factorization for Collaborative Filtering},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {378--386},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.43},
doi = {10.1137/1.9781611974348.43},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuALKSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuF16,
author = {Song Liu and
Kenji Fukumizu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Estimating Posterior Ratio for Classification: Transfer Learning from
Probabilistic Perspective},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {747--755},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.84},
doi = {10.1137/1.9781611974348.84},
timestamp = {Tue, 07 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuH16,
author = {Zitao Liu and
Milos Hauskrecht},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Learning Linear Dynamical Systems from Multivariate Time Series: {A}
Matrix Factorization Based Framework},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {810--818},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.91},
doi = {10.1137/1.9781611974348.91},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuZH16,
author = {Jing Lu and
Peilin Zhao and
Steven C. H. Hoi},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Online Sparse Passive Aggressive Learning with Kernels},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {675--683},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.76},
doi = {10.1137/1.9781611974348.76},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaHLYSR16,
author = {Guixiang Ma and
Lifang He and
Chun{-}Ta Lu and
Philip S. Yu and
Linlin Shen and
Ann B. Ragin},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Spatio-Temporal Tensor Analysis for Whole-Brain fMRI Classification},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {819--827},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.92},
doi = {10.1137/1.9781611974348.92},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MaHLYSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaslovPZK16,
author = {Alexandr V. Maslov and
Mykola Pechenizkiy and
Indre Zliobaite and
Tommi K{\"{a}}rkk{\"{a}}inen},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Modelling Recurrent Events for Improving Online Change Detection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {549--557},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.62},
doi = {10.1137/1.9781611974348.62},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaslovPZK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MoellerSV16,
author = {John Moeller and
Sarathkrishna Swaminathan and
Suresh Venkatasubramanian},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {A Unified View of Localized Kernel Learning},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {252--260},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.29},
doi = {10.1137/1.9781611974348.29},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MoellerSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MoonMJHOS16,
author = {Changsung Moon and
Dakota Medd and
Paul Jones and
Steve Harenberg and
William Oxbury and
Nagiza F. Samatova},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Online Prediction of User Actions through an Ensemble Vote from Vector
Representation and Frequency Analysis Models},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {90--98},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.11},
doi = {10.1137/1.9781611974348.11},
timestamp = {Mon, 03 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MoonMJHOS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MoshtaghiLB16,
author = {Masud Moshtaghi and
Christopher Leckie and
James C. Bezdek},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Online Clustering of Multivariate Time-series},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {360--368},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.41},
doi = {10.1137/1.9781611974348.41},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MoshtaghiLB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NaeiniC16,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {261--269},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.30},
doi = {10.1137/1.9781611974348.30},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NaeiniC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenMV16,
author = {Hoang Vu Nguyen and
Panagiotis Mandros and
Jilles Vreeken},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Universal Dependency Analysis},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {792--800},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.89},
doi = {10.1137/1.9781611974348.89},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenSMIN16,
author = {Phuong Nguyen and
Aleksander Slominski and
Vinod Muthusamy and
Vatche Ishakian and
Klara Nahrstedt},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Process Trace Clustering: {A} Heterogeneous Information Network Approach},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {279--287},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.32},
doi = {10.1137/1.9781611974348.32},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenSMIN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenV16,
author = {Hoang Vu Nguyen and
Jilles Vreeken},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Flexibly Mining Better Subgroups},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {585--593},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.66},
doi = {10.1137/1.9781611974348.66},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenV16a,
author = {Hoang Vu Nguyen and
Jilles Vreeken},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Linear-time Detection of Non-linear Changes in Massively High Dimensional
Time Series},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {828--836},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.93},
doi = {10.1137/1.9781611974348.93},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenV16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PalanisamyPS16,
author = {Balamurugan Palaniappan and
Anusha Posinasetty and
Shirish K. Shevade},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{ADMM} for Training Sparse Structural SVMs with Augmented \emph{{\(\mathscr{l}\)}}\({}_{\mbox{1}}\)
Regularizers},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {684--692},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.77},
doi = {10.1137/1.9781611974348.77},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PalanisamyPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Papalexakis16,
author = {Evangelos E. Papalexakis},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Automatic Unsupervised Tensor Mining with Quality Assessment},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {711--719},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.80},
doi = {10.1137/1.9781611974348.80},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Papalexakis16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PatelGDMB16,
author = {Raajen Patel and
Tom Goldstein and
Eva L. Dyer and
Azalia Mirhoseini and
Richard G. Baraniuk},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Deterministic Column Sampling for Low-Rank Matrix Approximation: Nystr{\"{o}}m
vs. Incomplete Cholesky Decomposition},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {594--602},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.67},
doi = {10.1137/1.9781611974348.67},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PatelGDMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PerozziA16,
author = {Bryan Perozzi and
Leman Akoglu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Scalable Anomaly Ranking of Attributed Neighborhoods},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {207--215},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.24},
doi = {10.1137/1.9781611974348.24},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PerozziA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PillutlaFDFKT16,
author = {Venkata Krishna Pillutla and
Zhanpeng Fang and
Pravallika Devineni and
Christos Faloutsos and
Danai Koutra and
Jie Tang},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms,
and Discoveries},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {783--791},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.88},
doi = {10.1137/1.9781611974348.88},
timestamp = {Sun, 01 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PillutlaFDFKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Polychronopoulou16,
author = {Athanasia Polychronopoulou and
Zoran Obradovic},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Structured Regression on Multilayer Networks},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {612--620},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.69},
doi = {10.1137/1.9781611974348.69},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Polychronopoulou16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QinSD16,
author = {Tian Qin and
Guojie Song and
Sizhen Du},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Routine Mining Based Anomaly Detection in Mobile Phone Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {180--188},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.21},
doi = {10.1137/1.9781611974348.21},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/QinSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QuintSVW16,
author = {Paul Quint and
Stephen D. Scott and
N. V. Vinodchandran and
Bradley Worley},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Constrained Group Testing to Predict Binding Response of Candidate
Compounds},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {756--764},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.85},
doi = {10.1137/1.9781611974348.85},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/QuintSVW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanJKPM16,
author = {Ahsanur Rahman and
Steve T. K. Jan and
Hyunju Kim and
B. Aditya Prakash and
T. M. Murali},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Unstable Communities in Network Ensembles},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {504--512},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.57},
doi = {10.1137/1.9781611974348.57},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/RahmanJKPM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanRCC16,
author = {Mahmudur Rahman and
Mizanur Rahman and
Bogdan Carbunar and
Duen Horng Chau},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {FairPlay: Fraud and Malware Detection in Google Play},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {99--107},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.12},
doi = {10.1137/1.9781611974348.12},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RahmanRCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RanshousHSS16,
author = {Stephen Ranshous and
Steve Harenberg and
Kshitij Sharma and
Nagiza F. Samatova},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based
Approximations},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {189--197},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.22},
doi = {10.1137/1.9781611974348.22},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RanshousHSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RayanaA16,
author = {Shebuti Rayana and
Leman Akoglu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Collective Opinion Spam Detection using Active Inference},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {630--638},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.71},
doi = {10.1137/1.9781611974348.71},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RayanaA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RysavyH16,
author = {Petr Rysav{\'{y}} and
Greg Hamerly},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Geometric methods to accelerate \emph{k}-means algorithms},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {324--332},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.37},
doi = {10.1137/1.9781611974348.37},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RysavyH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SadoddinSR16,
author = {Reza Sadoddin and
J{\"{o}}rg Sander and
Davood Rafiei},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Finding Surprisingly Frequent Patterns of Variable Lengths in Sequence
Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {27--35},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.4},
doi = {10.1137/1.9781611974348.4},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SadoddinSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SahooSHZ16,
author = {Doyen Sahoo and
Abhishek Sharma and
Steven C. H. Hoi and
Peilin Zhao},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Temporal Kernel Descriptors for Learning with Time-sensitive Patterns},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {540--548},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.61},
doi = {10.1137/1.9781611974348.61},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SahooSHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SalahRN16,
author = {Aghiles Salah and
Nicoleta Rogovschi and
Mohamed Nadif},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Stochastic Co-clustering for Document-Term Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {306--314},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.35},
doi = {10.1137/1.9781611974348.35},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SalahRN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SatheA16,
author = {Saket Sathe and
Charu C. Aggarwal},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{LODES:} Local Density Meets Spectral Outlier Detection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {171--179},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.20},
doi = {10.1137/1.9781611974348.20},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SatheA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShahamYL16,
author = {Eran Shaham and
Honghai Yu and
Xiaoli Li},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {On finding the maximum edge biclique in a bipartite graph: a subspace
clustering approach},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {315--323},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.36},
doi = {10.1137/1.9781611974348.36},
timestamp = {Thu, 19 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShahamYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShangPH16,
author = {Jingbo Shang and
Jian Peng and
Jiawei Han},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{MACFP:} Maximal Approximate Consecutive Frequent Pattern Mining under
Edit Distance},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {558--566},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.63},
doi = {10.1137/1.9781611974348.63},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ShangPH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShangSLG16,
author = {Wenling Shang and
Kihyuk Sohn and
Honglak Lee and
Anna C. Gilbert},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Discriminative Training of Structured Dictionaries via Block Orthogonal
Matching Pursuit},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {243--251},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.28},
doi = {10.1137/1.9781611974348.28},
timestamp = {Mon, 12 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShangSLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShangTPH16,
author = {Jingbo Shang and
Wenzhu Tong and
Jian Peng and
Jiawei Han},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {DPClass: An Effective but Concise Discriminative Patterns-Based Classification
Framework},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {567--575},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.64},
doi = {10.1137/1.9781611974348.64},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ShangTPH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SilvaB16,
author = {Diego Furtado Silva and
Gustavo E. A. P. A. Batista},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {837--845},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.94},
doi = {10.1137/1.9781611974348.94},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SilvaB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SilvaSFC16,
author = {Afonso Expedito Da Silva and
Lucas L. Sanches and
Antonio C. Fraideinberze and
Robson L. F. Cordeiro},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {\emph{Halite\({}_{\mbox{ds}}\)}: Fast and Scalable Subspace Clustering
for Multidimensional Data Streams},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {351--359},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.40},
doi = {10.1137/1.9781611974348.40},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SilvaSFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SuHHY16,
author = {Yu Su and
Fangqiu Han and
Richard E. Harang and
Xifeng Yan},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {A Fast Kernel for Attributed Graphs},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {486--494},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.55},
doi = {10.1137/1.9781611974348.55},
timestamp = {Tue, 07 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SuHHY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TCB16,
author = {Amir Asiaee T. and
Soumyadeep Chatterjee and
Arindam Banerjee},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {High Dimensional Structured Estimation with Noisy Designs},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {801--809},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.90},
doi = {10.1137/1.9781611974348.90},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TaiYZZLQ16,
author = {Ying Tai and
Jian Yang and
Fanlong Zhang and
Yigong Zhang and
Lei Luo and
Jianjun Qian},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Structural Orthogonal Procrustes Regression for Face Recognition with
Pose Variations and Misalignment},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {693--701},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.78},
doi = {10.1137/1.9781611974348.78},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TaiYZZLQ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TangAL16,
author = {Jiliang Tang and
Charu C. Aggarwal and
Huan Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Node Classification in Signed Social Networks},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {54--62},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.7},
doi = {10.1137/1.9781611974348.7},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TangAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TaskC16,
author = {Christine Task and
Chris Clifton},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Differentially Private Significance Testing on Paired-Sample Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {153--161},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.18},
doi = {10.1137/1.9781611974348.18},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TaskC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TekumallaB16,
author = {Lavanya Sita Tekumalla and
Chiranjib Bhattacharyya},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Copula-HDP-HMM: Non-parametric Modeling of Temporal Multivariate Data
for {I/O} Efficient Bulk Cache Preloading},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {774--782},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.87},
doi = {10.1137/1.9781611974348.87},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TekumallaB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/UlanovaBSK16,
author = {Liudmila Ulanova and
Nurjahan Begum and
Mohammad Shokoohi{-}Yekta and
Eamonn J. Keogh},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Clustering in the Face of Fast Changing Streams},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {1--9},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.1},
doi = {10.1137/1.9781611974348.1},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/UlanovaBSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangCZWH16,
author = {Zhangyang Wang and
Shiyu Chang and
Jiayu Zhou and
Meng Wang and
Thomas S. Huang},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Learning {A} Task-Specific Deep Architecture For Clustering},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {369--377},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.42},
doi = {10.1137/1.9781611974348.42},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangCZWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangSSHSWZ16,
author = {Chenguang Wang and
Yizhou Sun and
Yanglei Song and
Jiawei Han and
Yangqiu Song and
Lidan Wang and
Ming Zhang},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information
Networks},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {621--629},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.70},
doi = {10.1137/1.9781611974348.70},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangSSHSWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WeiCY16,
author = {Xiaokai Wei and
Bokai Cao and
Philip S. Yu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Nonlinear Joint Unsupervised Feature Selection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {414--422},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.47},
doi = {10.1137/1.9781611974348.47},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WeiCY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X16,
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Front Matter},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.fm},
doi = {10.1137/1.9781611974348.FM},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/X16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X16a,
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Back Matter},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {864--867},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.bm},
doi = {10.1137/1.9781611974348.BM},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/X16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XiaPD16,
author = {Xide Xia and
Pavlos Protopapas and
Finale Doshi{-}Velez},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Cost-Sensitive Batch Mode Active Learning: Designing Astronomical
Observation by Optimizing Telescope Time and Telescope Choice},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {477--485},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.54},
doi = {10.1137/1.9781611974348.54},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XiaPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XieHSZGFY16,
author = {Sihong Xie and
Qingbo Hu and
Weixiang Shao and
Jingyuan Zhang and
Jing Gao and
Wei Fan and
Philip S. Yu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty
Reduction},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {648--656},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.73},
doi = {10.1137/1.9781611974348.73},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XieHSZGFY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuLTZ16,
author = {Jianpeng Xu and
Kaixiang Lin and
Pang{-}Ning Tan and
Jiayu Zhou},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Synergies that Matter: Efficient Interaction Selection via Sparse
Factorization Machine},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {108--116},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.13},
doi = {10.1137/1.9781611974348.13},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuLTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuTLZ16,
author = {Jianpeng Xu and
Pang{-}Ning Tan and
Lifeng Luo and
Jiayu Zhou},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location
Prediction},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {657--665},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.74},
doi = {10.1137/1.9781611974348.74},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/XuTLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YamaguchiFK16,
author = {Yuto Yamaguchi and
Christos Faloutsos and
Hiroyuki Kitagawa},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{CAMLP:} Confidence-Aware Modulated Label Propagation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {513--521},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.58},
doi = {10.1137/1.9781611974348.58},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YamaguchiFK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangLZ0G16,
author = {Peng Yang and
Guangxia Li and
Peilin Zhao and
Xiaoli Li and
Sujatha Das Gollapalli},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Learning Correlative and Personalized Structure for Online Multi-Task
Classification},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {666--674},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.75},
doi = {10.1137/1.9781611974348.75},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangLZ0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoFLX16,
author = {Zijun Yao and
Yanjie Fu and
Bin Liu and
Hui Xiong},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {The Impact of Community Safety on House Ranking},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {459--467},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.52},
doi = {10.1137/1.9781611974348.52},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YaoFLX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangCXLYR16,
author = {Jingyuan Zhang and
Bokai Cao and
Sihong Xie and
Chun{-}Ta Lu and
Philip S. Yu and
Ann B. Ragin},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Identifying Connectivity Patterns for Brain Diseases via Multi-side-view
Guided Deep Architectures},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {36--44},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.5},
doi = {10.1137/1.9781611974348.5},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangCXLYR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2016,
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348},
doi = {10.1137/1.9781611974348},
isbn = {978-1-61197-434-8},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001S15,
author = {Abhishek Kumar and
Vikas Sindhwani},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Near-separable Non-negative Matrix Factorization with {\(\mathscr{l}\)}\({}_{\mbox{1}}\)
and Bregman Loss Functions},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {343--351},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.39},
doi = {10.1137/1.9781611974010.39},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001S15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Al-RfouKPS15,
author = {Rami Al{-}Rfou and
Vivek Kulkarni and
Bryan Perozzi and
Steven Skiena},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{POLYGLOT-NER:} Massive Multilingual Named Entity Recognition},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {586--594},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.66},
doi = {10.1137/1.9781611974010.66},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Al-RfouKPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AybatZK15,
author = {Necdet Serhat Aybat and
Sahar Zarmehri and
Soundar R. T. Kumara},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {An {ADMM} Algorithm for Clustering Partially Observed Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {460--468},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.52},
doi = {10.1137/1.9781611974010.52},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/AybatZK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BarajasAFH15,
author = {Joel Barajas and
Ram Akella and
Aaron Flores and
Marius Holtan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Estimating Ad Impact on Clicker Conversions for Causal Attribution:
{A} Potential Outcomes Approach},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {640--648},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.72},
doi = {10.1137/1.9781611974010.72},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BarajasAFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BelletLGBS15,
author = {Aur{\'{e}}lien Bellet and
Yingyu Liang and
Alireza Bagheri Garakani and
Maria{-}Florina Balcan and
Fei Sha},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse
Learning},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {478--486},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.54},
doi = {10.1137/1.9781611974010.54},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BelletLGBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BensonGL15,
author = {Austin R. Benson and
David F. Gleich and
Jure Leskovec},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Tensor Spectral Clustering for Partitioning Higher-order Network Structures},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {118--126},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.14},
doi = {10.1137/1.9781611974010.14},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BensonGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaiTFJ15,
author = {Yongjie Cai and
Hanghang Tong and
Wei Fan and
Ping Ji},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Fast Mining of a Network of Coevolving Time Series},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {298--306},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.34},
doi = {10.1137/1.9781611974010.34},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CaiTFJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CenKJS15,
author = {Lei Cen and
Deguang Kong and
Hongxia Jin and
Luo Si},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Mobile App Security Risk Assessment: {A} Crowdsourcing Ranking Approach
from User Comments},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {658--666},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.74},
doi = {10.1137/1.9781611974010.74},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CenKJS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CetinMC15,
author = {Mustafa S. {\c{C}}etin and
Abdullah Mueen and
Vince D. Calhoun},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Shapelet Ensemble for Multi-dimensional Time Series},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {307--315},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.35},
doi = {10.1137/1.9781611974010.35},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CetinMC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChanHA15,
author = {Hau Chan and
Shuchu Han and
Leman Akoglu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Where Graph Topology Matters: The Robust Subgraph Problem},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {10--18},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.2},
doi = {10.1137/1.9781611974010.2},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChanHA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenDSD15,
author = {Junxiang Chen and
Wei Dai and
Yizhou Sun and
Jennifer G. Dy},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson
Model},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {424--432},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.48},
doi = {10.1137/1.9781611974010.48},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenDSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenSHX15,
author = {Xiaodong Chen and
Guojie Song and
Xinran He and
Kunqing Xie},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {On Influential Nodes Tracking in Dynamic Social Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {613--621},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.69},
doi = {10.1137/1.9781611974010.69},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenSHX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenT15,
author = {Chen Chen and
Hanghang Tong},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Fast Eigen-Functions Tracking on Dynamic Graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {559--567},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.63},
doi = {10.1137/1.9781611974010.63},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenXCCWL15,
author = {Zaiyi Chen and
Linli Xu and
Enhong Chen and
Biao Chang and
Zhefeng Wang and
Yitan Li},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Selecting Social Media Responses to News: {A} Convex Framework Based
On Data Reconstruction},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {541--549},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.61},
doi = {10.1137/1.9781611974010.61},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenXCCWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengALC15,
author = {Yu Cheng and
Ankit Agrawal and
Huan Liu and
Alok N. Choudhary},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous
Information},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {361--369},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.41},
doi = {10.1137/1.9781611974010.41},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengALC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ContractorPINSM15,
author = {Danish Contractor and
Kashyap Popat and
Shajith Ikbal and
Sumit Negi and
Bikram Sengupta and
Mukesh K. Mohania},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Labeling Educational Content with Academic Learning Standards},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {136--144},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.16},
doi = {10.1137/1.9781611974010.16},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ContractorPINSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CoroianH15,
author = {Dan C. Coroian and
Kris Hauser},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Learning Stroke Treatment Progression Models for an {MDP} Clinical
Decision Support System},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {676--684},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.76},
doi = {10.1137/1.9781611974010.76},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CoroianH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CrussellK15,
author = {Jonathan Crussell and
W. Philip Kegelmeyer},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Attacking {DBSCAN} for Fun and Profit},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {235--243},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.27},
doi = {10.1137/1.9781611974010.27},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CrussellK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DongXGFY15,
author = {Bowen Dong and
Sihong Xie and
Jing Gao and
Wei Fan and
Philip S. Yu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {OnlineCM: Real-time Consensus Classification with Missing Values},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {685--693},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.77},
doi = {10.1137/1.9781611974010.77},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DongXGFY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ErdosIBT15,
author = {D{\'{o}}ra Erd{\"{o}}s and
Vatche Ishakian and
Azer Bestavros and
Evimaria Terzi},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {A Divide-and-Conquer Algorithm for Betweenness Centrality},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {433--441},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.49},
doi = {10.1137/1.9781611974010.49},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ErdosIBT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FangT15,
author = {Meng Fang and
Dacheng Tao},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Active Multi-task Learning via Bandits},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {505--513},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.57},
doi = {10.1137/1.9781611974010.57},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FangT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FuGHT15,
author = {Yifan Fu and
Junbin Gao and
Xia Hong and
David Tien},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Low Rank Representation on Riemannian Manifold of Symmetric Positive
Definite Matrices},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {316--324},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.36},
doi = {10.1137/1.9781611974010.36},
timestamp = {Thu, 19 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FuGHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GranekH15,
author = {Justin Granek and
Eldad Haber},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Data mining for real mining: {A} robust algorithm for prospectivity
mapping with uncertainties},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {145--153},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.17},
doi = {10.1137/1.9781611974010.17},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GranekH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuptaRPV15,
author = {Sunil Gupta and
Santu Rana and
Dinh Q. Phung and
Svetha Venkatesh},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {What shall {I} share and with Whom? - {A} Multi-Task Learning Formulation
using Multi-Faceted Task Relationships},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {703--711},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.79},
doi = {10.1137/1.9781611974010.79},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuptaRPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeimBSH15,
author = {Eric Heim and
Matthew Berger and
Lee M. Seversky and
Milos Hauskrecht},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Efficient Online Relative Comparison Kernel Learning},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {271--279},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.31},
doi = {10.1137/1.9781611974010.31},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeimBSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HongBH15,
author = {Charmgil Hong and
Iyad Batal and
Milos Hauskrecht},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {A Generalized Mixture Framework for Multi-label Classification},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {712--720},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.80},
doi = {10.1137/1.9781611974010.80},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HongBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuXLFY15,
author = {Qingbo Hu and
Sihong Xie and
Shuyang Lin and
Wei Fan and
Philip S. Yu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Frameworks to Encode User Preferences for Inferring Topic-sensitive
Information Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {442--450},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.50},
doi = {10.1137/1.9781611974010.50},
timestamp = {Tue, 12 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuXLFY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangSPFTM15,
author = {Kejun Huang and
Nicholas D. Sidiropoulos and
Evangelos E. Papalexakis and
Christos Faloutsos and
Partha Pratim Talukdar and
Tom M. Mitchell},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Principled Neuro-Functional Connectivity Discovery},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {631--639},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.71},
doi = {10.1137/1.9781611974010.71},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HuangSPFTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JangyodsukPA15,
author = {Pat Jangyodsuk and
Panagiotis Papapetrou and
Vassilis Athitsos},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Optimizing Hashing Functions for Similarity Indexing in Arbitrary
Metric and Nonmetric Spaces},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {828--836},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.93},
doi = {10.1137/1.9781611974010.93},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JangyodsukPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JohnsonB15,
author = {Nicholas Johnson and
Arindam Banerjee},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Online Resource Allocation with Structured Diversification},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {595--603},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.67},
doi = {10.1137/1.9781611974010.67},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JohnsonB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KaleGRHL15,
author = {David C. Kale and
Marjan Ghazvininejad and
Anil Ramakrishna and
Jingrui He and
Yan Liu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Hierarchical Active Transfer Learning},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {514--522},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.58},
doi = {10.1137/1.9781611974010.58},
timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KaleGRHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KaraevMV15,
author = {Sanjar Karaev and
Pauli Miettinen and
Jilles Vreeken},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Getting to Know the Unknown Unknowns: Destructive-Noise Resistant
Boolean Matrix Factorization},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {325--333},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.37},
doi = {10.1137/1.9781611974010.37},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KaraevMV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KarpatneKK15,
author = {Anuj Karpatne and
Ankush Khandelwal and
Vipin Kumar},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Ensemble Learning Methods for Binary Classification with Multi-modality
within the Classes},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {730--738},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.82},
doi = {10.1137/1.9781611974010.82},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KarpatneKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KongJ15,
author = {Deguang Kong and
Hongxia Jin},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Towards Permission Request Prediction on Mobile Apps via Structure
Feature Learning},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {604--612},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.68},
doi = {10.1137/1.9781611974010.68},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KongJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KrakF15,
author = {Thomas E. Krak and
Ad Feelders},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Exceptional Model Mining with Tree-Constrained Gradient Ascent},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {487--495},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.55},
doi = {10.1137/1.9781611974010.55},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KrakF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KuoBD15,
author = {Chia{-}Tung Kuo and
James Bailey and
Ian Davidson},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {A Framework for Simplifying Trip Data into Networks via Coupled Matrix
Factorization},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {739--747},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.83},
doi = {10.1137/1.9781611974010.83},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KuoBD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LakkarajuLKM15,
author = {Himabindu Lakkaraju and
Jure Leskovec and
Jon M. Kleinberg and
Sendhil Mullainathan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {A Bayesian Framework for Modeling Human Evaluations},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {181--189},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.21},
doi = {10.1137/1.9781611974010.21},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LakkarajuLKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeET15,
author = {Long T. Le and
Tina Eliassi{-}Rad and
Hanghang Tong},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{MET:} {A} Fast Algorithm for Minimizing Propagation in Large Graphs
with Small Eigen-Gaps},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {694--702},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.78},
doi = {10.1137/1.9781611974010.78},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeET15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeC15,
author = {Dongeun Lee and
Jaesik Choi},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Learning Compressive Sensing Models for Big Spatio-Temporal Data},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {667--675},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.75},
doi = {10.1137/1.9781611974010.75},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeuwenU15,
author = {Matthijs van Leeuwen and
Antti Ukkonen},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Same bang, fewer bucks: efficient discovery of the cost-influence
skyline},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {19--27},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.3},
doi = {10.1137/1.9781611974010.3},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeuwenU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiGGDZ15,
author = {Kang Li and
Jing Gao and
Suxin Guo and
Nan Du and
Aidong Zhang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Functional Node Detection on Linked Data},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {1--9},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.1},
doi = {10.1137/1.9781611974010.1},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiGGDZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiSF15,
author = {Sheng Li and
Ming Shao and
Yun Fu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Multi-View Low-Rank Analysis for Outlier Detection},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {748--756},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.84},
doi = {10.1137/1.9781611974010.84},
timestamp = {Mon, 18 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiTXF15,
author = {Liangyue Li and
Hanghang Tong and
Yanghua Xiao and
Wei Fan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {\emph{Cheetah}: Fast Graph Kernel Tracking on Dynamic Graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {280--288},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.32},
doi = {10.1137/1.9781611974010.32},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiTXF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiW15,
author = {Ruirui Li and
Wei Wang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{REAFUM:} Representative Approximate Frequent Subgraph Mining},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {757--765},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.85},
doi = {10.1137/1.9781611974010.85},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiWW15,
author = {Rumeng Li and
Tao Wang and
Xun Wang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Tracking Events Using Time-dependent Hierarchical Dirichlet Tree Model},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {550--558},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.62},
doi = {10.1137/1.9781611974010.62},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZGFG15,
author = {Huayu Li and
Hengshu Zhu and
Yong Ge and
Yanjie Fu and
Yuan Ge},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Personalized {TV} Recommendation with Mixture Probabilistic Matrix
Factorization},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {352--360},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.40},
doi = {10.1137/1.9781611974010.40},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZGFG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinLBQH15,
author = {Ying Lin and
Kaibo Liu and
Eunshin Byon and
Xiaoning Qian and
Shuai Huang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Domain-Knowledge Driven Cognitive Degradation Modeling for Alzheimer's
Disease},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {721--729},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.81},
doi = {10.1137/1.9781611974010.81},
timestamp = {Sun, 27 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinLBQH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuW15,
author = {Ruilin Liu and
Wendy Hui Wang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Result Integrity Verification of Outsourced Privacy-preserving Frequent
Itemset Mining},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {244--252},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.28},
doi = {10.1137/1.9781611974010.28},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuWGGAKH15,
author = {Jialu Liu and
Chi Wang and
Jing Gao and
Quanquan Gu and
Charu C. Aggarwal and
Lance M. Kaplan and
Jiawei Han},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{GIN:} {A} Clustering Model for Capturing Dual Heterogeneity in Networked
Data},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {388--396},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.44},
doi = {10.1137/1.9781611974010.44},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuWGGAKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuWTZF15,
author = {Hongfu Liu and
Junjie Wu and
Dacheng Tao and
Yuchao Zhang and
Yun Fu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{DIAS:} {A} Disassemble-Assemble Framework for Highly Sparse Text
Clustering},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {766--774},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.86},
doi = {10.1137/1.9781611974010.86},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuWTZF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuWZ15,
author = {Ziqi Liu and
Fei Wang and
Qinghua Zheng},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Modeling Users' Adoption Behaviors with Social Selection and Influence},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {253--261},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.29},
doi = {10.1137/1.9781611974010.29},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LoukidesG15,
author = {Grigorios Loukides and
Robert Gwadera},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Optimal event sequence sanitization},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {775--783},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.87},
doi = {10.1137/1.9781611974010.87},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LoukidesG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaYLZY15,
author = {Yuchi Ma and
Ning Yang and
Chuan Li and
Lei Zhang and
Philip S. Yu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Predicting Neighbor Distribution in Heterogeneous Information Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {784--791},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.88},
doi = {10.1137/1.9781611974010.88},
timestamp = {Fri, 16 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MaYLZY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaoYWGS15,
author = {Qi Mao and
Le Yang and
Li Wang and
Steve Goodison and
Yijun Sun},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {SimplePPT: {A} Simple Principal Tree Algorithm},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {792--800},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.89},
doi = {10.1137/1.9781611974010.89},
timestamp = {Fri, 20 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaoYWGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/McConvilleLM15,
author = {Ryan McConville and
Weiru Liu and
Paul Miller},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Vertex Clustering of Augmented Graph Streams},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {109--117},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.13},
doi = {10.1137/1.9781611974010.13},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/McConvilleLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MenonSC15,
author = {Aditya Krishna Menon and
Didi Surian and
Sanjay Chawla},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Cross-Modal Retrieval: {A} Pairwise Classification Approach},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {199--207},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.23},
doi = {10.1137/1.9781611974010.23},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MenonSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MitraBB15,
author = {Adway Mitra and
Soma Biswas and
Chiranjib Bhattacharyya},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Temporally Coherent {CRP:} {A} Bayesian Non-Parametric Approach for
Clustering Tracklets with applications to Person Discovery in Videos},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {801--809},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.90},
doi = {10.1137/1.9781611974010.90},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MitraBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MyersFRJ15,
author = {Risa B. Myers and
John C. Frenzel and
Joseph R. Ruiz and
Christopher M. Jermaine},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Correlating Surgical Vital Sign Quality with 30-Day Outcomes using
Regression on Time Series Segment Features},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {810--818},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.91},
doi = {10.1137/1.9781611974010.91},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MyersFRJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NaeiniCH15,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper and
Milos Hauskrecht},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Binary Classifier Calibration Using a Bayesian Non-Parametric Approach},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {208--216},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.24},
doi = {10.1137/1.9781611974010.24},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NaeiniCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OhamaKA15,
author = {Iku Ohama and
Takuya Kida and
Hiroki Arimura},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Multi-Layered Framework for Modeling Relationships between Biased
Objects},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {819--827},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.92},
doi = {10.1137/1.9781611974010.92},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OhamaKA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ParkZG15,
author = {Dae Hoon Park and
ChengXiang Zhai and
Lifan Guo},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {SpecLDA: Modeling Product Reviews and Specifications to Generate Augmented
Specifications},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {837--845},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.94},
doi = {10.1137/1.9781611974010.94},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ParkZG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ParotsidisPT15,
author = {Nikos Parotsidis and
Evaggelia Pitoura and
Panayiotis Tsaparas},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Selecting Shortcuts for a Smaller World},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {28--36},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.4},
doi = {10.1137/1.9781611974010.4},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ParotsidisPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PetitjeanW15,
author = {Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Scaling log-linear analysis to datasets with thousands of variables},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {469--477},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.53},
doi = {10.1137/1.9781611974010.53},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/PetitjeanW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PhanIMPT15,
author = {NhatHai Phan and
Dino Ienco and
Donato Malerba and
Pascal Poncelet and
Maguelonne Teisseire},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Mining Multi-Relational Gradual Patterns},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {846--854},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.95},
doi = {10.1137/1.9781611974010.95},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PhanIMPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QiuSSJ15,
author = {Minghui Qiu and
Yanchuan Sim and
Noah A. Smith and
Jing Jiang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Modeling User Arguments, Interactions, and Attributes for Stance Prediction
in Online Debate Forums},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {855--863},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.96},
doi = {10.1137/1.9781611974010.96},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/QiuSSJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RayanaA15,
author = {Shebuti Rayana and
Leman Akoglu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Less is More: Building Selective Anomaly Ensembles with Application
to Event Detection in Temporal Graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {622--630},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.70},
doi = {10.1137/1.9781611974010.70},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RayanaA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RekatsinasGMNBG15,
author = {Theodoros Rekatsinas and
Saurav Ghosh and
Sumiko R. Mekaru and
Elaine O. Nsoesie and
John S. Brownstein and
Lise Getoor and
Naren Ramakrishnan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data
Sources},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {379--387},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.43},
doi = {10.1137/1.9781611974010.43},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/RekatsinasGMNBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SahaAPV15,
author = {Sudip Saha and
Abhijin Adiga and
B. Aditya Prakash and
Anil Kumar S. Vullikanti},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Approximation Algorithms for Reducing the Spectral Radius to Control
Epidemic Spread},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {568--576},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.64},
doi = {10.1137/1.9781611974010.64},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SahaAPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SahaRD15,
author = {Tanwistha Saha and
Huzefa Rangwala and
Carlotta Domeniconi},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Predicting Preference Tags to Improve Item Recommendation},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {864--872},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.97},
doi = {10.1137/1.9781611974010.97},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SahaRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SanchezMKBKHW15,
author = {Patricia Iglesias S{\'{a}}nchez and
Emmanuel M{\"{u}}ller and
Uwe Leo Korn and
Klemens B{\"{o}}hm and
Andrea Kappes and
Tanja Hartmann and
Dorothea Wagner},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Efficient Algorithms for a Robust Modularity-Driven Clustering of
Attributed Graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {100--108},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.12},
doi = {10.1137/1.9781611974010.12},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SanchezMKBKHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SharmaZHK15,
author = {Mohit Sharma and
Jiayu Zhou and
Junling Hu and
George Karypis},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Feature-based factorized Bilinear Similarity Model for Cold-Start
Top-\emph{n} Item Recommendation},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {190--198},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.22},
doi = {10.1137/1.9781611974010.22},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SharmaZHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Shokoohi-YektaW15,
author = {Mohammad Shokoohi{-}Yekta and
Jun Wang and
Eamonn J. Keogh},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {On the Non-Trivial Generalization of Dynamic Time Warping to the Multi-Dimensional
Case},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {289--297},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.33},
doi = {10.1137/1.9781611974010.33},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Shokoohi-YektaW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SouzaSGB15,
author = {Vin{\'{\i}}cius M. A. de Souza and
Diego Furtado Silva and
Jo{\~{a}}o Gama and
Gustavo E. A. P. A. Batista},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Data Stream Classification Guided by Clustering on Nonstationary Environments
and Extreme Verification Latency},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {873--881},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.98},
doi = {10.1137/1.9781611974010.98},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SouzaSGB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StojanovicJGO15,
author = {Jelena Stojanovic and
Milos Jovanovic and
Djordje Gligorijevic and
Zoran Obradovic},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Semi-supervised learning for structured regression on partially observed
attributed graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {217--225},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.25},
doi = {10.1137/1.9781611974010.25},
timestamp = {Tue, 21 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StojanovicJGO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SubbianASK15,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava and
Vipin Kumar},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Rare Class Detection in Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {406--414},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.46},
doi = {10.1137/1.9781611974010.46},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SubbianASK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SubbianBB15,
author = {Karthik Subbian and
Arindam Banerjee and
Sugato Basu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{PLUMS:} Predicting Links Using Multiple Sources},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {370--378},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.42},
doi = {10.1137/1.9781611974010.42},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SubbianBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SugiyamaLKB15,
author = {Mahito Sugiyama and
Felipe Llinares{-}L{\'{o}}pez and
Niklas Kasenburg and
Karsten M. Borgwardt},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Significant Subgraph Mining with Multiple Testing Correction},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {37--45},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.5},
doi = {10.1137/1.9781611974010.5},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SugiyamaLKB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunYG15,
author = {Yijun Sun and
Jin Yao and
Steve Goodison},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Feature Selection for Nonlinear Regression and its Application to
Cancer Research},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {73--81},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.9},
doi = {10.1137/1.9781611974010.9},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SunYG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SundareisanVP15,
author = {Shashidhar Sundareisan and
Jilles Vreeken and
B. Aditya Prakash},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Hidden Hazards: Finding Missing Nodes in Large Graph Epidemics},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {415--423},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.47},
doi = {10.1137/1.9781611974010.47},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SundareisanVP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TangNDCL15,
author = {Jiliang Tang and
Chikashi Nobata and
Anlei Dong and
Yi Chang and
Huan Liu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Propagation-based Sentiment Analysis for Microblogging Data},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {577--585},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.65},
doi = {10.1137/1.9781611974010.65},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TangNDCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TekumallaB15,
author = {Lavanya Sita Tekumalla and
Chiranjib Bhattacharyya},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Mining Block {I/O} Traces for Cache Preloading with Sparse Temporal
Non-parametric Mixture of Multivariate Poisson},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {882--890},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.99},
doi = {10.1137/1.9781611974010.99},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TekumallaB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Tomasev15,
author = {Nenad Tomasev},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Taming the Empirical Hubness Risk in Many Dimensions},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {891--899},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.100},
doi = {10.1137/1.9781611974010.100},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Tomasev15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TranFSZ15,
author = {Long Q. Tran and
Mehrdad Farajtabar and
Le Song and
Hongyuan Zha},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {NetCodec: Community Detection from Individual Activities},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {91--99},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.11},
doi = {10.1137/1.9781611974010.11},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TranFSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TsaiAH15,
author = {Min{-}Hsuan Tsai and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Towards Classification of Social Streams},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {649--657},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.73},
doi = {10.1137/1.9781611974010.73},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TsaiAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/UlanovaBK15,
author = {Liudmila Ulanova and
Nurjahan Begum and
Eamonn J. Keogh},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Scalable Clustering of Time Series with U-Shapelets},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {900--908},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.101},
doi = {10.1137/1.9781611974010.101},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/UlanovaBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Vreeken15,
author = {Jilles Vreeken},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Causal Inference by Direction of Information},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {909--917},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.102},
doi = {10.1137/1.9781611974010.102},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Vreeken15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WanOKH15,
author = {Mengting Wan and
Yunbo Ouyang and
Lance M. Kaplan and
Jiawei Han},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Graph Regularized Meta-path Based Transductive Regression in Heterogeneous
Information Network},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {918--926},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.103},
doi = {10.1137/1.9781611974010.103},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WanOKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangFLW15,
author = {Teng Wang and
Chunsheng Victor Fang and
Derek Lin and
Shyhtsun Felix Wu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Localizing Temporal Anomalies in Large Evolving Graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {927--935},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.104},
doi = {10.1137/1.9781611974010.104},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangFLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangHX15,
author = {Shengsheng Wang and
Zi Huang and
Xin{-}Shun Xu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {A Multi-label Least-Squares Hashing For Scalable Image Search},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {954--962},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.107},
doi = {10.1137/1.9781611974010.107},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangHX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WeiRV15,
author = {Dennis Wei and
Karthikeyan Natesan Ramamurthy and
Kush R. Varshney},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Health Insurance Market Risk Assessment: Covariate Shift and k-Anonymity},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {226--234},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.26},
doi = {10.1137/1.9781611974010.26},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WeiRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WeiXY15,
author = {Xiaokai Wei and
Sihong Xie and
Philip S. Yu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Efficient Partial Order Preserving Unsupervised Feature Selection
on Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {82--90},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.10},
doi = {10.1137/1.9781611974010.10},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WeiXY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WhangDG15,
author = {Joyce Jiyoung Whang and
Inderjit S. Dhillon and
David F. Gleich},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Non-exhaustive, Overlapping \emph{k}-means},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {936--944},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.105},
doi = {10.1137/1.9781611974010.105},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WhangDG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuLCXT15,
author = {Le Wu and
Qi Liu and
Enhong Chen and
Xing Xie and
Chang Tan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Product Adoption Rate Prediction: {A} Multi-factor View},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {154--162},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.18},
doi = {10.1137/1.9781611974010.18},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuLCXT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuLHFZ15,
author = {Xinyu Wu and
Ping Luo and
Qing He and
Tianshu Feng and
Fuzhen Zhuang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Festival, Date and Limit Line: Predicting Vehicle Accident Rate in
Beijing},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {945--953},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.106},
doi = {10.1137/1.9781611974010.106},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuLHFZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X15,
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Front Matter},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.fm},
doi = {10.1137/1.9781611974010.FM},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/X15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X15a,
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Back Matter},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {972--976},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.BM},
doi = {10.1137/1.9781611974010.BM},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/X15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XiaoLGWGFVT15,
author = {Houping Xiao and
Yaliang Li and
Jing Gao and
Fei Wang and
Liang Ge and
Wei Fan and
Long H. Vu and
Deepak S. Turaga},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Believe It Today or Tomorrow? Detecting Untrustworthy Information
from Dynamic Multi-Source Data},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {397--405},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.45},
doi = {10.1137/1.9781611974010.45},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XiaoLGWGFVT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuZ15,
author = {Chang Xu and
Jie Zhang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Combating Product Review Spam Campaigns via Multiple Heterogeneous
Pairwise Features},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {172--180},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.20},
doi = {10.1137/1.9781611974010.20},
timestamp = {Thu, 01 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/XuZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuZT15,
author = {Jianpeng Xu and
Jiayu Zhou and
Pang{-}Ning Tan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{FORMULA:} FactORized MUlti-task LeArning for task discovery in personalized
medical models},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {496--504},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.56},
doi = {10.1137/1.9781611974010.56},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuZT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuZZXCL15,
author = {Tong Xu and
Hao Zhong and
Hengshu Zhu and
Hui Xiong and
Enhong Chen and
Guannan Liu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Exploring the Impact of Dynamic Mutual Influence on Social Event Participation},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {262--270},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.30},
doi = {10.1137/1.9781611974010.30},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuZZXCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YadwadkarHGK15,
author = {Neeraja Jayant Yadwadkar and
Bharath Hariharan and
Joseph Gonzalez and
Randy H. Katz},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Faster Jobs in Distributed Data Processing using Multi-Task Learning},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {532--540},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.60},
doi = {10.1137/1.9781611974010.60},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YadwadkarHGK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangHP15,
author = {Pei Yang and
Jingrui He and
Jia{-}Yu Pan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Learning Complex Rare Categories with Dual Heterogeneity},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {523--531},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.59},
doi = {10.1137/1.9781611974010.59},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZengLCXZL15,
author = {Guangxiang Zeng and
Ping Luo and
Enhong Chen and
Hui Xiong and
Hengshu Zhu and
Qi Liu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Convex Matrix Completion: {A} Trace-Ball Optimization Perspective},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {334--342},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.38},
doi = {10.1137/1.9781611974010.38},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZengLCXZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaiZ15,
author = {Shuangfei Zhai and
Zhongfei (Mark) Zhang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Dropout Training of Matrix Factorization and Autoencoder for Link
Prediction in Sparse Graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {451--459},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.51},
doi = {10.1137/1.9781611974010.51},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangLSL15,
author = {Longhui Zhang and
Lei Li and
Chao Shen and
Tao Li},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {PatentCom: {A} Comparative View of Patent Document Retrieval},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {163--171},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.19},
doi = {10.1137/1.9781611974010.19},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangLSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangWCMKJZ15,
author = {Kai Zhang and
Qiaojun Wang and
Zhengzhang Chen and
Ivan Marsic and
Vipin Kumar and
Guofei Jiang and
Jie Zhang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {From Categorical to Numerical: Multiple Transitive Distance Learning
and Embedding},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {46--54},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.6},
doi = {10.1137/1.9781611974010.6},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangWCMKJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangY15,
author = {Jiawei Zhang and
Philip S. Yu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Community Detection for Emerging Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {127--135},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.15},
doi = {10.1137/1.9781611974010.15},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoCLR15,
author = {Liang Zhao and
Feng Chen and
Chang{-}Tien Lu and
Naren Ramakrishnan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Spatiotemporal Event Forecasting in Social Media},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {963--971},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.108},
doi = {10.1137/1.9781611974010.108},
timestamp = {Wed, 21 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoCLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhengS15,
author = {Quan Zheng and
David B. Skillicorn},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Spectral Embedding of Signed Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {55--63},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.7},
doi = {10.1137/1.9781611974010.7},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhengS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouDFS15,
author = {Peng Zhou and
Liang Du and
Mingyu Fan and
Yi{-}Dong Shen},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {An {LLE} based Heterogeneous Metric Learning for Cross-media Retrieval},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {64--72},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.8},
doi = {10.1137/1.9781611974010.8},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhouDFS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2015,
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010},
doi = {10.1137/1.9781611974010},
isbn = {978-1-61197-401-0},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AcharyaMG14,
author = {Ayan Acharya and
Raymond J. Mooney and
Joydeep Ghosh},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Active Multitask Learning Using Both Latent and Supervised Shared
Topics},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {190--198},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.22},
doi = {10.1137/1.9781611973440.22},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AcharyaMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AgrawalRS14,
author = {Priyanka Agrawal and
Vikas C. Raykar and
Amrita Saha},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {{AUC} dominant unsupervised ensemble of binary classifiers},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {271--279},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.31},
doi = {10.1137/1.9781611973440.31},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AgrawalRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Al-StouhiR14,
author = {Samir Al{-}Stouhi and
Chandan K. Reddy},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Multi-Task Clustering using Constrained Symmetric Non-Negative Matrix
Factorization},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {785--793},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.90},
doi = {10.1137/1.9781611973440.90},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Al-StouhiR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AtluriSLMK14,
author = {Gowtham Atluri and
Michael S. Steinbach and
Kelvin O. Lim and
Angus W. MacDonald III and
Vipin Kumar},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Discovering Groups of Time Series with Similar Behavior in Multiple
Small Intervals of Time},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {1001--1009},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.114},
doi = {10.1137/1.9781611973440.114},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/AtluriSLMK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BahnsenSAO14,
author = {Alejandro Correa Bahnsen and
Aleksandar Stojanovic and
Djamila Aouada and
Bj{\"{o}}rn E. Ottersten},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Improving Credit Card Fraud Detection with Calibrated Probabilities},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {677--685},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.78},
doi = {10.1137/1.9781611973440.78},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BahnsenSAO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BarbieriB14,
author = {Nicola Barbieri and
Francesco Bonchi},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Influence Maximization with Viral Product Design},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {55--63},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.7},
doi = {10.1137/1.9781611973440.7},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BarbieriB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BasuYBR14,
author = {Prithwish Basu and
Feng Yu and
Amotz Bar{-}Noy and
Dror Rawitz},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {To Sample or To Smash? Estimating reachability in large time-varying
graphs},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {983--991},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.112},
doi = {10.1137/1.9781611973440.112},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BasuYBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BellE14,
author = {Shannon M. Bell and
Stephen W. Edwards},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Building associations between markers of environmental stressors and
adverse human health impacts using frequent itemset mining},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {551--559},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.64},
doi = {10.1137/1.9781611973440.64},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BellE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BertensS14,
author = {Roel Bertens and
Arno Siebes},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Characterising Seismic Data},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {884--892},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.101},
doi = {10.1137/1.9781611973440.101},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BertensS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BeutelTKFPX14,
author = {Alex Beutel and
Partha Pratim Talukdar and
Abhimanu Kumar and
Christos Faloutsos and
Evangelos E. Papalexakis and
Eric P. Xing},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {109--117},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.13},
doi = {10.1137/1.9781611973440.13},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BeutelTKFPX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BhowmikBGP14,
author = {Avradeep Bhowmik and
Vivek S. Borkar and
Dinesh Garg and
Madhavan Pallan},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Submodularity in Team Formation Problem},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {893--901},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.102},
doi = {10.1137/1.9781611973440.102},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BhowmikBGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaoBLW14,
author = {Hong Cao and
Chunyu Bao and
Xiaoli Li and
David Yew{-}Kwong Woon},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Class Augmented Active Learning},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {1--9},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.1},
doi = {10.1137/1.9781611973440.1},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CaoBLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChakrabortyKLMCBNMBMR14,
author = {Prithwish Chakraborty and
Pejman Khadivi and
Bryan L. Lewis and
Aravindan Mahendiran and
Jiangzhuo Chen and
Patrick Butler and
Elaine O. Nsoesie and
Sumiko R. Mekaru and
John S. Brownstein and
Madhav V. Marathe and
Naren Ramakrishnan},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Forecasting a Moving Target: Ensemble Models for {ILI} Case Count
Predictions},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {262--270},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.30},
doi = {10.1137/1.9781611973440.30},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChakrabortyKLMCBNMBMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChanAT14,
author = {Hau Chan and
Leman Akoglu and
Hanghang Tong},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Make It or Break It: Manipulating Robustness in Large Networks},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {325--333},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.37},
doi = {10.1137/1.9781611973440.37},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChanAT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenMNKBK14,
author = {Xi C. Chen and
Abdullah Mueen and
Vijay K. Narayanan and
Nikos Karampatziakis and
Gagan Bansal and
Vipin Kumar},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Online Discovery of Group Level Events in Time Series},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {632--640},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.73},
doi = {10.1137/1.9781611973440.73},
timestamp = {Fri, 28 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenMNKBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenZ14,
author = {Zheng Chen and
Weixiong Zhang},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {A Marginalized Denoising Method for Link Prediction in Relational
Data},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {298--306},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.34},
doi = {10.1137/1.9781611973440.34},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengCFWC14,
author = {Yu Cheng and
Zhengzhang Chen and
Hongliang Fei and
Fei Wang and
Alok N. Choudhary},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Batch Mode Active Learning with Hierarchical-Structured Embedded Variance},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {10--18},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.2},
doi = {10.1137/1.9781611973440.2},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengCFWC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChiLZ14,
author = {Lianhua Chi and
Bin Li and
Xingquan Zhu},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Context-Preserving Hashing for Fast Text Classification},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {100--108},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.12},
doi = {10.1137/1.9781611973440.12},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChiLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CoricDV14,
author = {Vladimir Coric and
Nemanja Djuric and
Slobodan Vucetic},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Frugal Traffic Monitoring with Autonomous Participatory Sensing},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {1019--1027},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.116},
doi = {10.1137/1.9781611973440.116},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CoricDV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CostaVR14,
author = {Fabrizio Costa and
Mathias Verbeke and
Luc De Raedt},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Relational Regularization and Feature Ranking},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {650--658},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.75},
doi = {10.1137/1.9781611973440.75},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CostaVR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DanilevskyWDRGH14,
author = {Marina Danilevsky and
Chi Wang and
Nihit Desai and
Xiang Ren and
Jingyi Guo and
Jiawei Han},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Automatic Construction and Ranking of Topical Keyphrases on Collections
of Short Documents},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {398--406},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.46},
doi = {10.1137/1.9781611973440.46},
timestamp = {Sun, 28 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/DanilevskyWDRGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DataKKBK14,
author = {Anuj Karpatne and
Ankush Khandelwal and
Shyam Boriah and
Vipin Kumar},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Predictive Learning in the Presence of Heterogeneity and Limited Training
Data},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {253--261},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.29},
doi = {10.1137/1.9781611973440.29},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/DataKKBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DeySWSK14,
author = {Sanjoy Dey and
Gy{\"{o}}rgy J. Simon and
Bonnie L. Westra and
Michael S. Steinbach and
Vipin Kumar},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Mining Interpretable and Predictive Diagnosis Codes from Multi-source
Electronic Health Records},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {1055--1063},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.120},
doi = {10.1137/1.9781611973440.120},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/DeySWSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DhanjalGC14,
author = {Charanpal Dhanjal and
Romaric Gaudel and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Online Matrix Completion Through Nuclear Norm Regularisation},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {623--631},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.72},
doi = {10.1137/1.9781611973440.72},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DhanjalGC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DiaoJ14,
author = {Qiming Diao and
Jing Jiang},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Recurrent Chinese Restaurant Process with a Duration-based Discount
for Event Identification from Twitter},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {388--397},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.45},
doi = {10.1137/1.9781611973440.45},
timestamp = {Thu, 14 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/DiaoJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ElgoharyFKK14,
author = {Ahmed Elgohary and
Ahmed K. Farahat and
Mohamed S. Kamel and
Fakhri Karray},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Embed and Conquer: Scalable Embeddings for Kernel \emph{k}-Means on
MapReduce},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {425--433},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.49},
doi = {10.1137/1.9781611973440.49},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ElgoharyFKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FriedlandGJ14,
author = {Lisa Friedland and
Amanda Gentzel and
David D. Jensen},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Classifier-Adjusted Density Estimation for Anomaly Detection and One-Class
Classification},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {578--586},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.67},
doi = {10.1137/1.9781611973440.67},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FriedlandGJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FuLGYX14,
author = {Yanjie Fu and
Bin Liu and
Yong Ge and
Zijun Yao and
Hui Xiong},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {User Preference Learning with Multiple Information Fusion for Restaurant
Recommendation},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {470--478},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.54},
doi = {10.1137/1.9781611973440.54},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FuLGYX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GaoZZHMX14,
author = {Yun Gao and
Wei Zhou and
Zhang Zhang and
Jizhong Han and
Dan Meng and
Zhiyong Xu},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Online Anomaly Detection by Improved Grammar Compression of Log Sequences},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {911--919},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.104},
doi = {10.1137/1.9781611973440.104},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GaoZZHMX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Garcia-SorianoK14,
author = {David Garc{\'{\i}}a{-}Soriano and
Konstantin Kutzkov},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Triangle counting in streamed graphs via small vertex covers},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {352--360},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.40},
doi = {10.1137/1.9781611973440.40},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Garcia-SorianoK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GiatsidisCMTV14,
author = {Christos Giatsidis and
Bogdan Cautis and
Silviu Maniu and
Dimitrios M. Thilikos and
Michalis Vazirgiannis},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Quantifying trust dynamics in signed graphs, the S-Cores approach},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {668--676},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.77},
doi = {10.1137/1.9781611973440.77},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GiatsidisCMTV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GollapalliQMG14,
author = {Sujatha Das Gollapalli and
Yanjun Qi and
Prasenjit Mitra and
C. Lee Giles},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Extracting Researcher Metadata with Labeled Features},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {740--748},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.85},
doi = {10.1137/1.9781611973440.85},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GollapalliQMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GolshanT14,
author = {Behzad Golshan and
Evimaria Terzi},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Unveiling Variables in Systems of Linear Equations},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {145--153},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.17},
doi = {10.1137/1.9781611973440.17},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GolshanT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GongLZAL14,
author = {Wei Gong and
Ee{-}Peng Lim and
Feida Zhu and
Palakorn Achananuparp and
David Lo},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {On Finding the Point Where There Is No Return: Turning Point Mining
on Game Data},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {956--964},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.109},
doi = {10.1137/1.9781611973440.109},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GongLZAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuptaMRCH14,
author = {Manish Gupta and
Arun Mallya and
Subhro Roy and
Jason H. D. Cho and
Jiawei Han},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Local Learning for Mining Outlier Subgraphs from Network Datasets},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {73--81},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.9},
doi = {10.1137/1.9781611973440.9},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuptaMRCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuptaRPV14,
author = {Sunil Kumar Gupta and
Santu Rana and
Dinh Q. Phung and
Svetha Venkatesh},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Keeping up with Innovation: {A} Predictive Framework for Modeling
Healthcare Data with Evolving Clinical Interventions},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {235--243},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.27},
doi = {10.1137/1.9781611973440.27},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuptaRPV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HarenbergSRPHSOCHCKDS14,
author = {Steve Harenberg and
Ramona G. Seay and
Stephen Ranshous and
Kanchana Padmanabhan and
Jitendra K. Harlalka and
Eric R. Schendel and
Michael P. O'Brien and
Rada Chirkova and
William Hendrix and
Alok N. Choudhary and
Vipin Kumar and
Murali Doraiswamy and
Nagiza F. Samatova},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Memory-efficient Query-driven Community Detection with Application
to Complex Disease Associations},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {1010--1018},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.115},
doi = {10.1137/1.9781611973440.115},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HarenbergSRPHSOCHCKDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeKWSQ14,
author = {Yunlong He and
Koray Kavukcuoglu and
Yun Wang and
Arthur Szlam and
Yanjun Qi},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Unsupervised Feature Learning by Deep Sparse Coding},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {902--910},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.103},
doi = {10.1137/1.9781611973440.103},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeKWSQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeKYYRH14,
author = {Lifang He and
Xiangnan Kong and
Philip S. Yu and
Xiaowei Yang and
Ann B. Ragin and
Zhifeng Hao},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {DuSK: {A} Dual Structure-preserving Kernel for Supervised Tensor Learning
with Applications to Neuroimages},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {127--135},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.15},
doi = {10.1137/1.9781611973440.15},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HeKYYRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeLY14,
author = {Jingrui He and
Yan Liu and
Qiang Yang},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {181--189},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.21},
doi = {10.1137/1.9781611973440.21},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeLY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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