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@inproceedings{DBLP:conf/sdm/00010B0X24,
author = {Shaofei Shen and
Chenhao Zhang and
Alina Bialkowski and
Weitong Chen and
Miao Xu},
title = {CaMU: Disentangling Causal Effects in Deep Model Unlearning},
booktitle = {{SDM}},
pages = {779--787},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.89},
doi = {10.1137/1.9781611978032.89},
timestamp = {Wed, 03 Jul 2024 01:00:00 +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},
title = {Feature-Engineered Random Forests},
booktitle = {{SDM}},
pages = {100--108},
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},
title = {Foundation Models for Spatiotemporal Tasks in the Physical World},
booktitle = {{SDM}},
pages = {392--395},
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},
title = {Utility-Oriented String Mining},
booktitle = {{SDM}},
pages = {190--198},
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},
title = {{CAMLO:} Cross-Attentive Multi-View Network for Long-Term Origin-Destination
Flow Prediction},
booktitle = {{SDM}},
pages = {454--462},
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},
title = {Ada-VAD: Domain Adaptable Video Anomaly Detection},
booktitle = {{SDM}},
pages = {634--642},
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},
title = {{RHINE:} {A} Regime-Switching Model with Nonlinear Representation
for Discovering and Forecasting Regimes in Financial Markets},
booktitle = {{SDM}},
pages = {526--534},
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},
title = {Graph Summarization for Preserving Spectral Characteristics},
booktitle = {{SDM}},
pages = {271--279},
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},
title = {Bridging Semantics: Mobility Analytics Framework for Knowledge Transfer},
booktitle = {{SDM}},
pages = {607--615},
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},
title = {FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled
Representation Learning},
booktitle = {{SDM}},
pages = {535--543},
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},
title = {Robust Sparse Online Learning for Data Streams with Streaming Features},
booktitle = {{SDM}},
pages = {181--189},
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},
title = {{AEDFL:} Efficient Asynchronous Decentralized Federated Learning with
Heterogeneous Devices},
booktitle = {{SDM}},
pages = {833--841},
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},
title = {Lattice Convolutional Networks for Learning Ground States of Quantum
Many-Body Systems},
booktitle = {{SDM}},
pages = {490--498},
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},
title = {3D Molecular Geometry Analysis with 2D Graphs},
booktitle = {{SDM}},
pages = {343--351},
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},
title = {Self-Similar Graph Neural Network for Hierarchical Graph Learning},
booktitle = {{SDM}},
pages = {28--36},
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},
title = {Non-Euclidean Spatial Graph Neural Network},
booktitle = {{SDM}},
pages = {154--162},
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},
title = {H\({}^{\mbox{2}}\)ABM: Heterogeneous Agent-based Model on Hypergraphs
to Capture Group Interactions},
booktitle = {{SDM}},
pages = {280--288},
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},
title = {Dimensionality-Aware Outlier Detection},
booktitle = {{SDM}},
pages = {652--660},
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},
title = {Feature Interaction Aware Automated Data Representation Transformation},
booktitle = {{SDM}},
pages = {878--886},
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},
title = {Local Differential Privacy in Graph Neural Networks: a Reconstruction
Approach},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Blue Sky: Multilingual, Multimodal Domain Independent Deception Detection},
booktitle = {{SDM}},
pages = {396--399},
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},
title = {On the number of iterations of the {DBA} algorithm},
booktitle = {{SDM}},
pages = {172--180},
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},
title = {Pattern-based Time Series Semantic Segmentation with Gradual State
Transitions},
booktitle = {{SDM}},
pages = {316--324},
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},
title = {Prescribed Fire Modeling using Knowledge-Guided Machine Learning for
Land Management},
booktitle = {{SDM}},
pages = {589--597},
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},
title = {Test-Time Training for Spatial-Temporal Forecasting},
booktitle = {{SDM}},
pages = {463--471},
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},
title = {An Image Dataset for Benchmarking Recommender Systems with Raw Pixels},
booktitle = {{SDM}},
pages = {418--426},
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},
title = {Active Learning for Graphs with Noisy Structures},
booktitle = {{SDM}},
pages = {262--270},
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},
title = {DualToken-ViT: Position-aware Efficient Vision Transformer with Dual
Token Fusion},
booktitle = {{SDM}},
pages = {688--696},
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},
title = {Treatment-Aware Hyperbolic Representation Learning for Causal Effect
Estimation with Social Networks},
booktitle = {{SDM}},
pages = {289--297},
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},
title = {Automated Fusion of Multimodal Electronic Health Records for Better
Medical Predictions},
booktitle = {{SDM}},
pages = {361--369},
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},
title = {An Exemplars-Based Approach for Explainable Clustering: Complexity
and Efficient Approximation Algorithms},
booktitle = {{SDM}},
pages = {46--54},
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},
title = {{PUPAE:} Intuitive and Actionable Explanations for Time Series Anomalies},
booktitle = {{SDM}},
pages = {37--45},
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},
title = {Towards Spatially-Lucid {AI} Classification in Non-Euclidean Space:
An Application for MxIF Oncology Data},
booktitle = {{SDM}},
pages = {616--624},
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},
title = {Differences Between Hard and Noisy-labeled Samples: An Empirical Study},
booktitle = {{SDM}},
pages = {91--99},
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},
title = {Decentralized Stochastic Compositional Gradient Descent for {AUPRC}
Maximization},
booktitle = {{SDM}},
pages = {226--234},
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},
title = {Helper Recommendation with seniority control in Online Health Community},
booktitle = {{SDM}},
pages = {253--261},
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},
title = {Towards Entity-Aware Conditional Variational Inference for Heterogeneous
Time-Series Prediction: An application to Hydrology},
booktitle = {{SDM}},
pages = {334--342},
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},
title = {{MISS:} Multiclass Interpretable Scoring Systems},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {DualVAE: Dual Disentangled Variational AutoEncoder for Recommendation},
booktitle = {{SDM}},
pages = {571--579},
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},
title = {Knowledge Guided Machine Learning for Extracting, Preserving, and
Adapting Physics-aware Features},
booktitle = {{SDM}},
pages = {715--723},
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},
title = {{EBV:} Electronic Bee-Veterinarian for Principled Mining and Forecasting
of Honeybee Time Series},
booktitle = {{SDM}},
pages = {298--306},
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},
title = {Dual-stage Flows-based Generative Modeling for Traceable Urban Planning},
booktitle = {{SDM}},
pages = {370--378},
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},
title = {Geospatial Topological Relation Extraction from Text with Knowledge
Augmentation},
booktitle = {{SDM}},
pages = {472--480},
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},
title = {Only Attending What Matter within Trajectories - \emph{Memory-Efficient
Trajectory Attention}},
booktitle = {{SDM}},
pages = {481--489},
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},
title = {Genius: Subteam Replacement with Clustering-based Graph Neural Networks},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Early Multiple Temporal Patterns Based Event Prediction in Heterogeneous
Multivariate Temporal Data},
booktitle = {{SDM}},
pages = {199--207},
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},
title = {User Migration across Multiple Social Media Platforms},
booktitle = {{SDM}},
pages = {436--444},
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},
title = {Disinformation Detection: An Evolving Challenge in the Age of LLMs},
booktitle = {{SDM}},
pages = {427--435},
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},
title = {Spatial-Temporal Augmented Adaptation via Cycle-Consistent Adversarial
Network: An Application in Streamflow Prediction},
booktitle = {{SDM}},
pages = {598--606},
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},
title = {Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture
Models in Federated Learning},
booktitle = {{SDM}},
pages = {815--823},
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},
title = {XGExplainer: Robust Evaluation-based Explanation for Graph Neural
Networks},
booktitle = {{SDM}},
pages = {64--72},
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},
title = {CausalCDR: Causal Embedding Learning for Cross-domain Recommendation},
booktitle = {{SDM}},
pages = {553--561},
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},
title = {Multi-Interest Network with Simple Diffusion for Multi-Behavior Sequential
Recommendation},
booktitle = {{SDM}},
pages = {734--742},
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},
title = {Stable Synthetic Control with Anomaly Detection for Causal Inference},
booktitle = {{SDM}},
pages = {770--778},
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},
title = {Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal
Point Processes},
booktitle = {{SDM}},
pages = {625--633},
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},
title = {Time-Transformer: Integrating Local and Global Features for Better
Time Series Generation},
booktitle = {{SDM}},
pages = {325--333},
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},
title = {Identification and Uses of Deep Learning Backbones via Pattern Mining},
booktitle = {{SDM}},
pages = {697--705},
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},
title = {Towards Optimization and Model Selection for Domain Generalization:
{A} Mixup-guided Solution},
booktitle = {{SDM}},
pages = {244--252},
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},
title = {HyperFLoRA: Federated Learning with Instantaneous Personalization},
booktitle = {{SDM}},
pages = {824--832},
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},
title = {Training Sparse Graph Neural Networks via Pruning and Sprouting},
booktitle = {{SDM}},
pages = {136--144},
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},
title = {Pretraining Molecules with Explicit Substructure Information},
booktitle = {{SDM}},
pages = {517--525},
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},
title = {{YOLO-OCR:} End-to-end Compound Figure Separation and Label Recognition
of Images in Scientific Publications},
booktitle = {{SDM}},
pages = {118--126},
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},
title = {Data Silences: How to Unsilence the Uncertainties in Data Science},
booktitle = {{SDM}},
pages = {388--391},
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},
title = {Towards Tuning-Free Minimum-Volume Nonnegative Matrix Factorization},
booktitle = {{SDM}},
pages = {217--225},
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},
title = {Prompt Based Tri-Channel Graph Convolution Neural Network for Aspect
Sentiment Triplet Extraction},
booktitle = {{SDM}},
pages = {145--153},
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},
title = {Multi-polytope Machine for Classification},
booktitle = {{SDM}},
pages = {109--117},
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},
title = {{COMBOOD:} {A} Semiparametric Approach for Detecting Out-of-distribution
Data for Image Classification},
booktitle = {{SDM}},
pages = {643--651},
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},
title = {Combining Satellite and Weather Data for Crop Type Mapping: An Inverse
Modelling Approach},
booktitle = {{SDM}},
pages = {445--453},
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},
title = {EsaCL: An Efficient Continual Learning Algorithm},
booktitle = {{SDM}},
pages = {163--171},
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},
title = {Word Embedding with Neural Probabilistic Prior},
booktitle = {{SDM}},
pages = {896--904},
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},
title = {Analysis of Causal and Non-Causal Convolution Networks for Time Series
Classification},
booktitle = {{SDM}},
pages = {797--805},
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},
title = {Semi-Supervised Isolation Forest for Anomaly Detection},
booktitle = {{SDM}},
pages = {670--678},
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},
title = {Spatial-Aware Deep Reinforcement Learning for the Traveling Officer
Problem},
booktitle = {{SDM}},
pages = {869--877},
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},
title = {Exploiting Multifaceted Nature of Items and Users for Session-based
Recommendation},
booktitle = {{SDM}},
pages = {580--588},
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},
title = {Towards More Robust and Accurate Sequential Recommendation with Cascade-guided
Adversarial Training},
booktitle = {{SDM}},
pages = {743--751},
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},
title = {Robust Estimation of Causal Heteroscedastic Noise Models},
booktitle = {{SDM}},
pages = {788--796},
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},
title = {Vietoris-Rips Complex: {A} New Direction for Cross-Domain Cold-Start
Recommendation},
booktitle = {{SDM}},
pages = {761--769},
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},
title = {Personalized Federated Learning with Contextual Modulation and Meta-Learning},
booktitle = {{SDM}},
pages = {842--850},
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},
title = {On Robust Wasserstein Barycenter: The Model and Algorithm},
booktitle = {{SDM}},
pages = {235--243},
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},
title = {Neural Locality Sensitive Hashing for Entity Blocking},
booktitle = {{SDM}},
pages = {887--895},
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},
title = {Tensorized Hypergraph Neural Networks},
booktitle = {{SDM}},
pages = {127--135},
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},
title = {Laplacian Score Benefit Adaptive Filter Selection for Graph Neural
Networks},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {Graph-based Student Knowledge Profile for Online Intelligent Education},
booktitle = {{SDM}},
pages = {379--387},
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},
title = {Message Propagation Through Time: An Algorithm for Sequence Dependency
Retention in Time Series Modeling},
booktitle = {{SDM}},
pages = {307--315},
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},
title = {Refining Pre-trained Language Models for Domain Adaptation with Entity-Aware
Discriminative and Contrastive Learning},
booktitle = {{SDM}},
pages = {409--417},
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},
title = {Variational Invariant Representation Learning for Multimodal Recommendation},
booktitle = {{SDM}},
pages = {752--760},
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},
title = {Dual-disentangled Deep Multiple Clustering},
booktitle = {{SDM}},
pages = {679--687},
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},
title = {{UPFL:} Unsupervised Personalized Federated Learning towards New Clients},
booktitle = {{SDM}},
pages = {851--859},
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},
title = {A Novel Hybrid Graph Learning Method for Inbound Parcel Volume Forecasting
in Logistics System},
booktitle = {{SDM}},
pages = {352--360},
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},
title = {{STES:} {A} Spatiotemporal Explanation Supervision Framework},
booktitle = {{SDM}},
pages = {73--81},
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},
title = {Label Distribution Learning-Enhanced Dual-KNN for Text Classification},
booktitle = {{SDM}},
pages = {400--408},
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},
title = {MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring
Semantic Hierarchies},
booktitle = {{SDM}},
pages = {661--669},
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},
title = {Light POI-Guided Conversational Recommender System based on Adaptive
Space},
booktitle = {{SDM}},
pages = {724--733},
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},
title = {Semi-Supervised Clustering via Structural Entropy with Different Constraints},
booktitle = {{SDM}},
pages = {208--216},
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},
title = {Meta-Adaptive Stock Movement Prediction with Two-Stage Representation
Learning},
booktitle = {{SDM}},
pages = {508--516},
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},
title = {Deep Efficient Private Neighbor Generation for Subgraph Federated
Learning},
booktitle = {{SDM}},
pages = {806--814},
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},
title = {CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic
Dimensionality Guidance},
booktitle = {{SDM}},
pages = {82--90},
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},
title = {Denoising Long- and Short-term Interests for Sequential Recommendation},
booktitle = {{SDM}},
pages = {544--552},
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},
title = {DimReg: Embedding Dimension Search via Regularization for Recommender
Systems},
booktitle = {{SDM}},
pages = {562--570},
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},
title = {{HADT:} Human-AI Diagnostic Team via Hierarchical Reinforcement Learning},
booktitle = {{SDM}},
pages = {860--868},
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},
title = {MedDiffusion: Boosting Health Risk Prediction via Diffusion-based
Data Augmentation},
booktitle = {{SDM}},
pages = {499--507},
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},
title = {GE-AdvGAN: Improving the transferability of adversarial samples by
gradient editing-based adversarial generative model},
booktitle = {{SDM}},
pages = {706--714},
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},
title = {Abnormal Event Detection via Hypergraph Contrastive Learning},
booktitle = {{SDM}},
pages = {712--720},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch80},
doi = {10.1137/1.9781611977653.CH80},
timestamp = {Tue, 17 Oct 2023 01:00:00 +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},
title = {Towards Trustworthy Representation Learning},
booktitle = {{SDM}},
pages = {957--960},
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},
title = {On Improving Fairness of {AI} Models with Synthetic Minority Oversampling
Techniques},
booktitle = {{SDM}},
pages = {874--882},
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},
title = {Embedding Transfer with Enhanced Correlation Modeling for Cross-Domain
Recommendation},
booktitle = {{SDM}},
pages = {73--81},
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},
title = {Max-Min Diversification with Fairness Constraints: Exact and Approximation
Algorithms},
booktitle = {{SDM}},
pages = {91--99},
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},
title = {Ranking with submodular functions on the fly},
booktitle = {{SDM}},
pages = {604--612},
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},
title = {Traceable Automatic Feature Transformation via Cascading Actor-Critic
Agents},
booktitle = {{SDM}},
pages = {775--783},
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},
title = {A Hidden Markov Forest Model for Terrain-Aware Flood Inundation Mapping
from Earth Imagery},
booktitle = {{SDM}},
pages = {316--324},
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},
title = {Multi-Task Learning with Prior Information},
booktitle = {{SDM}},
pages = {586--594},
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},
title = {{STM-GAIL:} Spatial-Temporal Meta-GAIL for Learning Diverse Human
Driving Strategies},
booktitle = {{SDM}},
pages = {208--216},
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},
title = {Extrinsic-Intrinsic Representation Learning Framework for Drug Discovery},
booktitle = {{SDM}},
pages = {523--531},
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},
title = {Hierarchical Reinforced Urban Planning: Jointly Steering Region and
Block Configurations},
booktitle = {{SDM}},
pages = {343--351},
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},
title = {A Two-View {EEG} Representation for Brain Cognition by Composite Temporal-Spatial
Contrastive Learning},
booktitle = {{SDM}},
pages = {334--342},
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},
title = {Optimal Smooth Approximation for Quantile Matrix Factorization},
booktitle = {{SDM}},
pages = {595--603},
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},
title = {Eco-PiNN: {A} Physics-informed Neural Network for Eco-toll Estimation},
booktitle = {{SDM}},
pages = {838--846},
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},
title = {{PMP:} Privacy-Aware Matrix Profile against Sensitive Pattern Inference
for Time Series},
booktitle = {{SDM}},
pages = {891--899},
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},
title = {Attention-Based Multi-modal Missing Value Imputation for Time Series
Data with High Missing Rate},
booktitle = {{SDM}},
pages = {469--477},
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},
title = {Node ranking in labeled networks},
booktitle = {{SDM}},
pages = {415--423},
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},
title = {Saliency-Augmented Memory Completion for Continual Learning},
booktitle = {{SDM}},
pages = {244--252},
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},
title = {Sign-Regularized Multi-Task Learning},
booktitle = {{SDM}},
pages = {793--801},
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},
title = {Extension of the Dip-test Repertoire - Efficient and Differentiable
p-value Calculation for Clustering},
booktitle = {{SDM}},
pages = {109--117},
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},
title = {{TEM:} High Utility Metric Differential Privacy on Text},
booktitle = {{SDM}},
pages = {883--890},
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},
title = {Gotta: Generative Few-shot Question Answering by Prompt-based Cloze
Data Augmentation},
booktitle = {{SDM}},
pages = {909--917},
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},
title = {StAGN: Spatial-Temporal Adaptive Graph Network via Contrastive Learning
for Sleep Stage Classification},
booktitle = {{SDM}},
pages = {199--207},
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},
title = {Heavy Nodes in a Small Neighborhood: Algorithms and Applications},
booktitle = {{SDM}},
pages = {307--315},
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},
title = {Physics-Guided Meta-Learning Method in Baseflow Prediction over Large
Regions},
booktitle = {{SDM}},
pages = {217--225},
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},
title = {Estimating Propensity Scores with Deep Adaptive Variable Selection},
booktitle = {{SDM}},
pages = {730--738},
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},
title = {DyFormer : {A} Scalable Dynamic Graph Transformer with Provable Benefits
on Generalization Ability},
booktitle = {{SDM}},
pages = {442--450},
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},
title = {{ML4C:} Seeing Causality Through Latent Vicinity},
booktitle = {{SDM}},
pages = {226--234},
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},
title = {{RELIANT:} Fair Knowledge Distillation for Graph Neural Networks},
booktitle = {{SDM}},
pages = {154--162},
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},
title = {{MC-SQ:} {A} Highly Accurate Ensemble for Multi-class Quantification},
booktitle = {{SDM}},
pages = {622--630},
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},
title = {Fisher Scoring Method for Neural Networks Optimization},
booktitle = {{SDM}},
pages = {748--756},
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},
title = {{CESED:} Exploiting Hyperspherical Predefined Evenly-Distributed Class
Centroids for {OOD} Detection},
booktitle = {{SDM}},
pages = {262--270},
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},
title = {Concept Discovery for Fast Adaptation},
booktitle = {{SDM}},
pages = {577--585},
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},
title = {Penalized Non-Linear Canonical Correlation Analysis for Ordinal Data
with Application to the International Classification of Functioning,
Disability and Health},
booktitle = {{SDM}},
pages = {532--540},
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},
title = {Robust Learning via Golden Symmetric Loss of (un)Trusted Labels},
booktitle = {{SDM}},
pages = {568--576},
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},
title = {An Interpretable Measure of Dataset Complexity for Imbalanced Classification
Problems},
booktitle = {{SDM}},
pages = {253--261},
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},
title = {A General-Purpose Transferable Predictor for Neural Architecture Search},
booktitle = {{SDM}},
pages = {721--729},
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},
title = {Exact and Heuristic Approaches to Speeding Up the {MSM} Time Series
Distance Computation},
booktitle = {{SDM}},
pages = {451--459},
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},
title = {It's PageRank All The Way Down: Simplifying Deep Graph Networks},
booktitle = {{SDM}},
pages = {172--180},
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},
title = {Physics-guided Graph Diffusion Network for Combining Heterogeneous
Simulated Data: An Application in Predicting Stream Water Temperature},
booktitle = {{SDM}},
pages = {361--369},
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},
title = {Adaptive Precision Training (AdaPT): {A} dynamic quantized training
approach for DNNs},
booktitle = {{SDM}},
pages = {559--567},
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},
title = {Context-aware Domain Adaptation for Time Series Anomaly Detection},
booktitle = {{SDM}},
pages = {676--684},
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},
title = {Optimal Intervention on Weighted Networks via Edge Centrality},
booktitle = {{SDM}},
pages = {424--432},
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},
title = {Coarse-to-Fine Open Information Extraction via Relation Oriented Reading
Comprehension},
booktitle = {{SDM}},
pages = {918--926},
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},
title = {Influence without Authority: Maximizing Information Coverage in Hypergraphs},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Debiased Imitation Learning for Modulated Temporal Point Processes},
booktitle = {{SDM}},
pages = {460--468},
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},
title = {MoVAE: {A} Variational AutoEncoder for Molecular Graph Generation},
booktitle = {{SDM}},
pages = {514--522},
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},
title = {{STABLE:} Identifying and Mitigating Instability in Embeddings of
the Degenerate Core},
booktitle = {{SDM}},
pages = {406--414},
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},
title = {UFNRec: Utilizing False Negative Samples for Sequential Recommendation},
booktitle = {{SDM}},
pages = {46--54},
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},
title = {{BDA:} Bandit-based Transferable AutoAugment},
booktitle = {{SDM}},
pages = {550--558},
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},
title = {{GIST:} Graph Inference for Structured Time Series},
booktitle = {{SDM}},
pages = {433--441},
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},
title = {Uncertainty in Selective Bagging: {A} Dynamic Bi-objective Optimization
Model},
booktitle = {{SDM}},
pages = {235--243},
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},
title = {{CADENCE:} Community-Aware Detection of Dynamic Network States},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular
Property Prediction},
booktitle = {{SDM}},
pages = {811--819},
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},
title = {Beyond The Evidence Lower Bound: Dual Variational Graph Auto-Encoders
For Node Clustering},
booktitle = {{SDM}},
pages = {100--108},
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},
title = {Time-delayed Multivariate Time Series Predictions},
booktitle = {{SDM}},
pages = {325--333},
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},
title = {A Temporal Graphlet Kernel For Classifying Dissemination in Evolving
Networks},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {An Index For Temporal Closeness Computation in Evolving Graphs},
booktitle = {{SDM}},
pages = {280--288},
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},
title = {Harvester: Principled Factorization-based Temporal Tensor Granularity
Estimation},
booktitle = {{SDM}},
pages = {82--90},
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},
title = {A novel reject option applied to sleep stage scoring},
booktitle = {{SDM}},
pages = {820--828},
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},
title = {An Efficient Algorithm for Assessing the Number of \emph{st}-Paths
in Large Graphs},
booktitle = {{SDM}},
pages = {289--297},
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},
title = {Learning Causal Structure on Mixed Data with Tree-Structured Functional
Models},
booktitle = {{SDM}},
pages = {613--621},
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},
title = {Multi-state Survival Analysis using Pseudo value-based Deep Neural
Networks},
booktitle = {{SDM}},
pages = {757--765},
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},
title = {Toward Theoretical Guidance for Two Common Questions in Practical
Cross-Validation based Hyperparameter Selection},
booktitle = {{SDM}},
pages = {802--810},
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},
title = {A Lagrangian-based approach to learn distance metrics for clustering
with minimal data transformation},
booktitle = {{SDM}},
pages = {127--135},
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},
title = {Spatiotemporal Classification with limited labels using Constrained
Clustering for large datasets},
booktitle = {{SDM}},
pages = {487--495},
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},
title = {{XDC:} Adaptive Cross Domain Short Text Clustering},
booktitle = {{SDM}},
pages = {927--935},
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},
title = {Statistically-sound Knowledge Discovery from Data},
booktitle = {{SDM}},
pages = {949--952},
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},
title = {Scalable Batch Acquisition for Deep Bayesian Active Learning},
booktitle = {{SDM}},
pages = {739--747},
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},
title = {ProGReST: Prototypical Graph Regression Soft Trees for Molecular Property
Prediction},
booktitle = {{SDM}},
pages = {379--387},
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},
title = {Missed Opportunities in Fair {AI}},
booktitle = {{SDM}},
pages = {961--964},
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},
title = {Reinforcement Learning Guided Multi-Objective Exam Paper Generation},
booktitle = {{SDM}},
pages = {829--837},
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},
title = {Probabilistic Inverse Modeling: An Application in Hydrology},
booktitle = {{SDM}},
pages = {847--855},
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},
title = {AlignGraph: {A} Group of Generative Models for Graphs},
booktitle = {{SDM}},
pages = {271--279},
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},
title = {Anomaly Detection Networks and Fuzzy Control Modules for Energy Grid
Management with Q-Learning-Based Decision Making},
booktitle = {{SDM}},
pages = {397--405},
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},
title = {Matrix Profile {XXVIII:} Discovering Multi-Dimensional Time Series
Anomalies with \emph{K} of \emph{N} Anomaly Detection\({}^{\mbox{{\textdagger}}}\)},
booktitle = {{SDM}},
pages = {685--693},
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},
title = {Reinforced {EM} Algorithm for Clustering with Gaussian Mixture Models},
booktitle = {{SDM}},
pages = {118--126},
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},
title = {Probabilistic Decomposition Transformer for Time Series Forecasting},
booktitle = {{SDM}},
pages = {478--486},
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},
title = {Balancing Task Coverage and Expert Workload in Team Formation},
booktitle = {{SDM}},
pages = {640--648},
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},
title = {Deep Contrastive One-Class Time Series Anomaly Detection},
booktitle = {{SDM}},
pages = {694--702},
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},
title = {Heterogeneous Graph Contrastive Multi-view Learning},
booktitle = {{SDM}},
pages = {136--144},
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},
title = {Pluggable Deep Thompson Sampling with Applications to Recommendation},
booktitle = {{SDM}},
pages = {64--72},
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},
title = {Hierarchical Neural Topic Model with Embedding Cluster and Neural
Variational Inference},
booktitle = {{SDM}},
pages = {936--944},
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},
title = {Adversarial Hard Negative Generation for Complementary Graph Contrastive
Learning},
booktitle = {{SDM}},
pages = {163--171},
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},
title = {Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating
Heterogeneous Lightweight Clients in IoT},
booktitle = {{SDM}},
pages = {496--504},
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},
title = {Why Are We Waiting? Discovering Interpretable Models for Predicting
Sojourn and Waiting Times},
booktitle = {{SDM}},
pages = {352--360},
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},
title = {Taxonomy-Guided Fine-Grained Entity Set Expansion},
booktitle = {{SDM}},
pages = {631--639},
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},
title = {Multimodal Graph Learning for Cross-Modal Retrieval},
booktitle = {{SDM}},
pages = {145--153},
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},
title = {Mini-Batch Learning Strategies for modeling long term temporal dependencies:
{A} study in environmental applications},
booktitle = {{SDM}},
pages = {649--657},
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},
title = {Group AdaBoost with Fairness Constraint},
booktitle = {{SDM}},
pages = {865--873},
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},
title = {Data Mining Challenges and Opportunities to Achieve Net Zero Carbon
Emissions: Focus on Electrified Vehicles},
booktitle = {{SDM}},
pages = {953--956},
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},
title = {A Linkage-based Doubly Imbalanced Graph Learning Framework for Face
Clustering},
booktitle = {{SDM}},
pages = {658--666},
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},
title = {Causal Discovery by Graph Attention Reinforcement Learning},
booktitle = {{SDM}},
pages = {28--36},
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},
title = {Estimating Latent Population Flows from Aggregated Data via Inversing
Multi-Marginal Optimal Transport},
booktitle = {{SDM}},
pages = {181--189},
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},
title = {{NEEDED:} Introducing Hierarchical Transformer to Eye Diseases Diagnosis},
booktitle = {{SDM}},
pages = {667--675},
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},
title = {Heterogeneous Graph Contrastive Learning with Meta-path Contexts and
Weighted Negative Samples},
booktitle = {{SDM}},
pages = {37--45},
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},
title = {Data-centric {AI:} Perspectives and Challenges},
booktitle = {{SDM}},
pages = {945--948},
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},
title = {CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic
Coverage for Multimodal Summarization},
booktitle = {{SDM}},
pages = {370--378},
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},
title = {Understanding Influence Maximization via Higher-Order Decomposition},
booktitle = {{SDM}},
pages = {766--774},
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},
title = {Domain Disentangled Meta-Learning},
booktitle = {{SDM}},
pages = {541--549},
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},
title = {Making a Computational Attorney},
booktitle = {{SDM}},
pages = {965--968},
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},
title = {Representation Learning on Dynamic Network of Networks},
booktitle = {{SDM}},
pages = {298--306},
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},
title = {Feature Enhanced Zero-Shot Stance Detection via Contrastive Learning},
booktitle = {{SDM}},
pages = {900--908},
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},
title = {A Multi-scale Interaction Motion Network for Action Recognition Based
on Capsule Network},
booktitle = {{SDM}},
pages = {505--513},
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},
title = {Learning to Learn Task Transformations for Improved Few-Shot Classification},
booktitle = {{SDM}},
pages = {784--792},
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},
title = {Fairness-aware Multi-view Clustering},
booktitle = {{SDM}},
pages = {856--864},
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},
title = {Adaptive Label Smoothing To Regularize Large-Scale Graph Training},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {Towards Learning in Grey Spatiotemporal Systems: {A} Prophet to Non-consecutive
Spatiotemporal Dynamics},
booktitle = {{SDM}},
pages = {190--198},
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},
title = {A Physics-guided NN-based Approach for Tropical Cyclone Intensity
Estimation},
booktitle = {{SDM}},
pages = {388--396},
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},
title = {Subgraph Centralization: {A} Necessary Step for Graph Anomaly Detection},
booktitle = {{SDM}},
pages = {703--711},
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},
title = {Improved Knowledge Distillation via Full Kernel Matrix Transfer},
booktitle = {{SDM}},
pages = {612--620},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.69},
doi = {10.1137/1.9781611977172.69},
timestamp = {Wed, 05 Oct 2022 01:00:00 +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},
title = {Localized Graph Collaborative Filtering},
booktitle = {{SDM}},
pages = {540--548},
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},
title = {Fine-grained Attributed Graph Clustering},
booktitle = {{SDM}},
pages = {370--378},
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},
title = {Structure-Enhanced Heterogeneous Graph Contrastive Learning},
booktitle = {{SDM}},
pages = {82--90},
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},
title = {Adapting Distilled Knowledge for Few-shot Relation Reasoning over
Knowledge Graphs},
booktitle = {{SDM}},
pages = {666--674},
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},
title = {Learning from Imbalanced Crowdsourced Labeled Data},
booktitle = {{SDM}},
pages = {594--602},
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},
title = {{YACC:} {A} Framework Generalizing Tur{\'{a}}nShadow for Counting
Large Cliques},
booktitle = {{SDM}},
pages = {684--692},
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},
title = {Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation
via Hawkes Process Based {LSTM}},
booktitle = {{SDM}},
pages = {711--719},
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},
title = {Unseen Anomaly Detection on Networks via Multi-Hypersphere Learning},
booktitle = {{SDM}},
pages = {262--270},
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},
title = {Meta Adversarial Weight for Unsupervised Domain Adaptation},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Joint Time Series Chain: Detecting Unusual Evolving Trend across Time
Series},
booktitle = {{SDM}},
pages = {208--216},
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},
title = {Diverse and Experienced Group Discovery via Hypergraph Clustering},
booktitle = {{SDM}},
pages = {145--153},
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},
title = {HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident
Forecasting on Heterogeneous Spatio-Temporal Data},
booktitle = {{SDM}},
pages = {334--342},
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},
title = {Collaborative Attention Mechanism for Multi-Modal Time Series Classification},
booktitle = {{SDM}},
pages = {495--503},
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},
title = {Hypergraph Contrastive Learning for Electronic Health Records},
booktitle = {{SDM}},
pages = {127--135},
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},
title = {Dense and well-connected subgraph detection in dual networks},
booktitle = {{SDM}},
pages = {361--369},
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},
title = {Adversarially Reprogramming Pretrained Neural Networks for Data-limited
and Cost-efficient Malware Detection},
booktitle = {{SDM}},
pages = {693--701},
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},
title = {On the Persistence of Higher-Order Interactions in Real-World Hypergraphs},
booktitle = {{SDM}},
pages = {163--171},
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},
title = {{GRP-FED:} Addressing Client Imbalance in Federated Learning via Global-Regularized
Personalization},
booktitle = {{SDM}},
pages = {451--458},
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},
title = {Learning Infomax and Domain-Independent Representations for Causal
Effect Inference with Real-World Data},
booktitle = {{SDM}},
pages = {433--441},
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},
title = {{IB-GAN:} {A} Unified Approach for Multivariate Time Series Classification
under Class Imbalance},
booktitle = {{SDM}},
pages = {217--225},
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},
title = {Multi-class Label Noise Learning via Loss Decomposition and Centroid
Estimation},
booktitle = {{SDM}},
pages = {253--261},
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},
title = {Interpretable Molecular Graph Generation via Monotonic Constraints},
booktitle = {{SDM}},
pages = {73--81},
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},
title = {Knowledge-enhanced Spherical Representation Learning for Text Classification},
booktitle = {{SDM}},
pages = {639--647},
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},
title = {Heterogeneous Temporal Graph Neural Network},
booktitle = {{SDM}},
pages = {657--665},
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},
title = {Computation of the Sample Fr{\'{e}}chet Mean for Sets of Large
Graphs with Applications to Regression},
booktitle = {{SDM}},
pages = {379--387},
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},
title = {Positive Unlabeled Learning with a Sequential Selection Bias},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {Entropy Weight Allocation: Positive-unlabeled Learning via Optimal
Transport},
booktitle = {{SDM}},
pages = {37--45},
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},
title = {BRNet: Branched Residual Network for Fast and Accurate Predictive
Modeling of Materials Properties},
booktitle = {{SDM}},
pages = {343--351},
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},
title = {Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse
Road Networks},
booktitle = {{SDM}},
pages = {64--72},
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},
title = {{SSSNET:} Semi-Supervised Signed Network Clustering},
booktitle = {{SDM}},
pages = {244--252},
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},
title = {Neural Graph Matching for Pre-training Graph Neural Networks},
booktitle = {{SDM}},
pages = {172--180},
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},
title = {Contextual Bandits for Advertising Campaigns: {A} Diffusion-Model
Independent Approach},
booktitle = {{SDM}},
pages = {513--521},
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},
title = {DualCast: Friendship-Preference Co-evolution Forecasting for Attributed
Networks},
booktitle = {{SDM}},
pages = {46--54},
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},
title = {Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical
Simulations to Predict Water Temperature},
booktitle = {{SDM}},
pages = {91--99},
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},
title = {Capturing Model Uncertainty with Data Augmentation in Deep Learning},
booktitle = {{SDM}},
pages = {271--279},
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},
title = {Mining Logical Arithmetic Expressions From Proper Representations},
booktitle = {{SDM}},
pages = {621--629},
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},
title = {{CPTAM:} Constituency Parse Tree Aggregation Method},
booktitle = {{SDM}},
pages = {630--638},
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},
title = {Automatic Parameter Selection for Non-Redundant Clustering},
booktitle = {{SDM}},
pages = {226--234},
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},
title = {Adaptive Principal Component Analysis},
booktitle = {{SDM}},
pages = {486--494},
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},
title = {Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors
to Sequences},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {Sensitivity-aware Distance Measurement for Boosting Metric Learning},
booktitle = {{SDM}},
pages = {576--584},
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},
title = {Continuously Generalized Ordinal Regression for Linear and Deep Models},
booktitle = {{SDM}},
pages = {28--36},
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},
title = {Multiperiod Corporate Default Prediction Through Neural Parametric
Family Learning},
booktitle = {{SDM}},
pages = {316--324},
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},
title = {Hybrid Tokenization and Datasets for Solving Mathematics and Science
Problems Using Transformers},
booktitle = {{SDM}},
pages = {289--297},
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},
title = {Estimating Mutual Information via Geodesic \emph{k}NN},
booktitle = {{SDM}},
pages = {415--423},
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},
title = {FedMe: Federated Learning via Model Exchange},
booktitle = {{SDM}},
pages = {459--467},
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},
title = {{SAGA:} Signal-Aware Graph Aggregation},
booktitle = {{SDM}},
pages = {136--144},
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},
title = {Early Forecasting of the Impact of Traffic Accidents Using a Single
Shot Observation},
booktitle = {{SDM}},
pages = {100--108},
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},
title = {DeepGLSTM: Deep Graph Convolutional Network and {LSTM} based approach
for predicting drug-target binding affinity},
booktitle = {{SDM}},
pages = {729--737},
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},
title = {Masked Gradient-Based Causal Structure Learning},
booktitle = {{SDM}},
pages = {424--432},
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},
title = {Cyclic Transfer Learning for Recommender Systems with Heterogeneous
Feedbacks},
booktitle = {{SDM}},
pages = {567--575},
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},
title = {Input Selection for Bandwidth-Limited Neural Network Inference},
booktitle = {{SDM}},
pages = {280--288},
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},
title = {Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors
Algorithm},
booktitle = {{SDM}},
pages = {325--333},
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},
title = {{FAME:} Fragment-based Conditional Molecular Generation for Phenotypic
Drug Discovery},
booktitle = {{SDM}},
pages = {720--728},
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},
title = {StepDIRECT - {A} Derivative-Free Optimization Method for Stepwise
Functions},
booktitle = {{SDM}},
pages = {477--485},
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},
title = {A Strong Node Classification Baseline for Temporal Graphs},
booktitle = {{SDM}},
pages = {648--656},
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},
title = {Leveraging Dependencies among Learned Temporal Subsequences},
booktitle = {{SDM}},
pages = {504--512},
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},
title = {Private Recommender Systems: How Can Users Build Their Own Fair Recommender
Systems without Log Data?},
booktitle = {{SDM}},
pages = {549--557},
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},
title = {Constrained Mean Shift Clustering},
booktitle = {{SDM}},
pages = {235--243},
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},
title = {Exceptional Model Mining for Repeated Cross-Sectional Data {(EMM-RCS)}},
booktitle = {{SDM}},
pages = {585--593},
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},
title = {Classic Graph Structural Features Outperform Factorization-Based Graph
Embedding Methods on Community Labeling},
booktitle = {{SDM}},
pages = {388--396},
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},
title = {Multi-interest Sequence Modeling for Recommendation with Causal Embedding},
booktitle = {{SDM}},
pages = {406--414},
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},
title = {ConLearn: Contextual-knowledge-aware Concept Prerequisite Relation
Learning with Graph Neural Network},
booktitle = {{SDM}},
pages = {118--126},
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},
title = {Invertibility aware Integration of Static and Time-series data: An
application to Lake Temperature Modeling},
booktitle = {{SDM}},
pages = {702--710},
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},
title = {Textbook Enhanced Student Learning Outcome Prediction},
booktitle = {{SDM}},
pages = {352--360},
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},
title = {Time-aware Multi-interest Capsule Network for Sequential Recommendation},
booktitle = {{SDM}},
pages = {558--566},
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},
title = {Flexible Image Captioning via Internal Understanding and External
Reasoning},
booktitle = {{SDM}},
pages = {307--315},
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},
title = {Learning Time-series Shapelets Enhancing Discriminability},
booktitle = {{SDM}},
pages = {190--198},
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},
title = {Error-bounded Approximate Time Series Joins using Compact Dictionary
Representations of Time Series},
booktitle = {{SDM}},
pages = {181--189},
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},
title = {Transition Matrix Representation of Trees with Transposed Convolutions},
booktitle = {{SDM}},
pages = {154--162},
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},
title = {Towards Similarity-Aware Time-Series Classification},
booktitle = {{SDM}},
pages = {199--207},
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},
title = {Explainable Concept Graph Completion by Bridging Open-Domain Relations
and Concepts},
booktitle = {{SDM}},
pages = {675--683},
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},
title = {On Predicting and Generating a Good Break Shot in Billiards Sports},
booktitle = {{SDM}},
pages = {109--117},
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},
title = {HG-Meta: Graph Meta-learning over Heterogeneous Graphs},
booktitle = {{SDM}},
pages = {397--405},
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},
title = {{GANBLR++:} Incorporating Capacity to Generate Numeric Attributes
and Leveraging Unrestricted Bayesian Networks},
booktitle = {{SDM}},
pages = {298--306},
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},
title = {Measuring disentangled generative spatio-temporal representation},
booktitle = {{SDM}},
pages = {522--530},
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},
title = {A Non-sequential Approach to Deep User Interest Model for {CTR} Prediction},
booktitle = {{SDM}},
pages = {531--539},
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},
title = {Cycle-Balanced Representation Learning For Counterfactual Inference},
booktitle = {{SDM}},
pages = {442--450},
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},
title = {Noisy Truncated {SGD:} Optimization and Generalization},
booktitle = {{SDM}},
pages = {468--476},
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},
title = {Self-supervision based Semantic Alignment for Unsupervised Domain
Adaptation},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Deperturbation of Online Social Networks via Bayesian Label Transition},
booktitle = {{SDM}},
pages = {603--611},
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},
title = {Multi-Armed Bandit Based Feature Selection},
booktitle = {{SDM}},
pages = {316--323},
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},
title = {Predictive Optimization with Zero-Shot Domain Adaptation},
booktitle = {{SDM}},
pages = {369--377},
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},
title = {Disentangled Dynamic Graph Deep Generation},
booktitle = {{SDM}},
pages = {738--746},
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},
title = {EduHawkes: {A} Neural Hawkes Process Approach for Online Study Behavior
Modeling},
booktitle = {{SDM}},
pages = {567--575},
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},
title = {SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization},
booktitle = {{SDM}},
pages = {477--485},
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},
title = {LDFeRR: {A} Fuel-efficient Route Recommendation Approach for Long-distance
Driving Based on Historical Trajectories},
booktitle = {{SDM}},
pages = {73--81},
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},
title = {Signature-Based Anomaly Detection in Networks},
booktitle = {{SDM}},
pages = {109--117},
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},
title = {Scalable Distributed Approximation of Internal Measures for Clustering
Evaluation},
booktitle = {{SDM}},
pages = {648--656},
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},
title = {GraphShop: Graph-based Approach for Shop-type Recommendation},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {PhraseScope: An Effective and Unsupervised Framework for Mining High
Quality Phrases},
booktitle = {{SDM}},
pages = {639--647},
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},
title = {Synthesizing Skeletal Motion and Physiological Signals as a Function
of a Virtual Human's Actions and Emotions},
booktitle = {{SDM}},
pages = {684--692},
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},
title = {Stochastic Time Series Representation for Interval Pattern Mining
via Gaussian Processes},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Complexity-Adaptive Gaussian Process Model Inference for Large-Scale
Data},
booktitle = {{SDM}},
pages = {360--368},
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},
title = {Better Short than Greedy: Interpretable Models through Optimal Rule
Boosting},
booktitle = {{SDM}},
pages = {351--359},
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},
title = {Quadratic Residual Networks: {A} New Class of Neural Networks for
Solving Forward and Inverse Problems in Physics Involving PDEs},
booktitle = {{SDM}},
pages = {675--683},
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},
title = {Discovering Reliable Causal Rules},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {CiNet: Redesigning Deep Neural Networks for Efficient Mobile-Cloud
Collaborative Inference},
booktitle = {{SDM}},
pages = {459--467},
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},
title = {Verifying Tree Ensembles by Reasoning about Potential Instances},
booktitle = {{SDM}},
pages = {450--458},
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},
title = {A Data-Dependent Algorithm for Querying Earth Mover's Distance with
Low Doubling Dimensions},
booktitle = {{SDM}},
pages = {630--638},
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},
title = {Learning Reliable Rules under Class Imbalance},
booktitle = {{SDM}},
pages = {28--36},
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},
title = {Fairness-aware Agnostic Federated Learning},
booktitle = {{SDM}},
pages = {181--189},
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},
title = {Noise-Response Analysis of Deep Neural Networks Quantifies Robustness
and Fingerprints Structural Malware},
booktitle = {{SDM}},
pages = {100--108},
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},
title = {AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement
Learning},
booktitle = {{SDM}},
pages = {342--350},
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},
title = {Faster Stochastic Second Order Method for Large-Scale Machine Learning
Models},
booktitle = {{SDM}},
pages = {405--413},
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},
title = {Provable Distributed Stochastic Gradient Descent with Delayed Updates},
booktitle = {{SDM}},
pages = {441--449},
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},
title = {New Approximation Algorithms for Forest Closeness Centrality - for
Individual Vertices and Vertex Groups},
booktitle = {{SDM}},
pages = {136--144},
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},
title = {Do winning tickets exist before {DNN} training?},
booktitle = {{SDM}},
pages = {549--557},
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},
title = {GPU-Accelerated Constraint-Based Causal Structure Learning for Discrete
Data},
booktitle = {{SDM}},
pages = {37--45},
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},
title = {Robust Dual Recurrent Neural Networks for Financial Time Series Prediction},
booktitle = {{SDM}},
pages = {747--755},
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},
title = {Deep Neural Network for 3D Surface Segmentation based on Contour Tree
Hierarchy},
booktitle = {{SDM}},
pages = {253--261},
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},
title = {Refining Network Alignment to Improve Matched Neighborhood Consistency},
booktitle = {{SDM}},
pages = {172--180},
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},
title = {Functional Autoencoders for Functional Data Representation Learning},
booktitle = {{SDM}},
pages = {666--674},
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},
title = {Density of States Graph Kernels},
booktitle = {{SDM}},
pages = {289--297},
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},
title = {Large-Scale Flight Frequency Optimization with Global Convergence
in the {US} Domestic Air Passenger Markets},
booktitle = {{SDM}},
pages = {711--719},
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},
title = {Scalable Graph Synthesis with Adj and 1 - Adj},
booktitle = {{SDM}},
pages = {307--315},
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},
title = {Graph-based Reinforcement Learning for Active Learning in Real Time:
An Application in Modeling River Networks},
booktitle = {{SDM}},
pages = {621--629},
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},
title = {Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature
in River Networks},
booktitle = {{SDM}},
pages = {612--620},
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},
title = {Inter-Series Attention Model for {COVID-19} Forecasting},
booktitle = {{SDM}},
pages = {495--503},
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},
title = {{SUSAN:} The Structural Similarity Random Walk Kernel},
booktitle = {{SDM}},
pages = {298--306},
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},
title = {TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for {COVID-19}
drug repurposing},
booktitle = {{SDM}},
pages = {603--611},
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},
title = {Equitable Allocation of Healthcare Resources with Fair Survival Models},
booktitle = {{SDM}},
pages = {190--198},
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},
title = {A Practical Online Framework for Extracting Running Video Summaries
under a Fixed Memory Budget},
booktitle = {{SDM}},
pages = {226--234},
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},
title = {Turning Attacks into Protection: Social Media Privacy Protection Using
Adversarial Attacks},
booktitle = {{SDM}},
pages = {208--216},
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},
title = {"Misc"-Aware Weakly Supervised Aspect Classification},
booktitle = {{SDM}},
pages = {468--476},
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},
title = {Sequence-aware Heterogeneous Graph Neural Collaborative Filtering},
booktitle = {{SDM}},
pages = {64--72},
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},
title = {Sign-aware Perturbations Regression},
booktitle = {{SDM}},
pages = {396--404},
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},
title = {Discrete Listwise Collaborative Filtering for Fast Recommendation},
booktitle = {{SDM}},
pages = {46--54},
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},
title = {Dynamic Graph Convolutional Networks Using the Tensor M-Product},
booktitle = {{SDM}},
pages = {729--737},
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},
title = {Unsupervised Selective Manifold Regularized Matrix Factorization},
booktitle = {{SDM}},
pages = {657--665},
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},
title = {Maximizing Cohesion and Separation in Graph Representation Learning:
{A} Distance-aware Negative Sampling Approach},
booktitle = {{SDM}},
pages = {271--279},
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},
title = {Estimating Conditional Mutual Information for Discrete-Continuous
Mixtures using Multi-Dimensional Adaptive Histograms},
booktitle = {{SDM}},
pages = {387--395},
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},
title = {Exceptional Model Mining meets Multi-objective Optimization},
booktitle = {{SDM}},
pages = {378--386},
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},
title = {Submodular Maximization via Taylor Series Approximation},
booktitle = {{SDM}},
pages = {423--431},
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},
title = {Efficient Permutation Testing for Significant Sequential Patterns},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {Contradictory Structure Learning for Semi-supervised Domain Adaptation},
booktitle = {{SDM}},
pages = {576--584},
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},
title = {Influencers and the Giant Component: The Fundamental Hardness in Privacy
Protection for Socially Contagious Attributes},
booktitle = {{SDM}},
pages = {217--225},
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},
title = {{PRESTO:} Simple and Scalable Sampling Techniques for the Rigorous
Approximation of Temporal Motif Counts},
booktitle = {{SDM}},
pages = {145--153},
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},
title = {Random Features Strengthen Graph Neural Networks},
booktitle = {{SDM}},
pages = {333--341},
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},
title = {{HALO:} Learning to Prune Neural Networks with Shrinkage},
booktitle = {{SDM}},
pages = {558--566},
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},
title = {{UNIANO:} robust and efficient anomaly consensus in time series sensitive
to cross-correlated anomaly profiles},
booktitle = {{SDM}},
pages = {324--332},
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},
title = {Learning over Families of Sets - Hypergraph Representation Learning
for Higher Order Tasks},
booktitle = {{SDM}},
pages = {756--764},
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},
title = {Frank-Wolfe algorithm for learning SVM-type multi-category classifiers},
booktitle = {{SDM}},
pages = {432--440},
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},
title = {A Deep Adversarial Model for Suffix and Remaining Time Prediction
of Event Sequences},
booktitle = {{SDM}},
pages = {522--530},
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},
title = {Temporal-Aware Graph Neural Network for Credit Risk Prediction},
booktitle = {{SDM}},
pages = {702--710},
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},
title = {Session-based Recommendation with Hypergraph Attention Networks},
booktitle = {{SDM}},
pages = {82--90},
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},
title = {A Dimensionality-Driven Approach for Unsupervised Out-of-distribution
Detection},
booktitle = {{SDM}},
pages = {118--126},
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},
title = {Adaptive Holding for Online Bottleneck Matching with Delays},
booktitle = {{SDM}},
pages = {235--243},
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},
title = {Towards Learning Outcome Prediction via Modeling Question Explanations
and Student Responses},
booktitle = {{SDM}},
pages = {693--701},
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},
title = {MT-STNets: Multi-Task Spatial-Temporal Networks for Multi-Scale Traffic
Prediction},
booktitle = {{SDM}},
pages = {504--512},
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},
title = {Fair Classification Under Strict Unawareness},
booktitle = {{SDM}},
pages = {199--207},
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},
title = {Mining Easily Understandable Models from Complex Event Logs},
booktitle = {{SDM}},
pages = {244--252},
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},
title = {Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly
Precursor Detection},
booktitle = {{SDM}},
pages = {91--99},
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},
title = {Yet Meta Learning Can Adapt Fast, it Can Also Break Easily},
booktitle = {{SDM}},
pages = {540--548},
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},
title = {Reconstruction-based Anomaly Detection with Completely Random Forest},
booktitle = {{SDM}},
pages = {127--135},
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},
title = {Heterogeneous Graph Neural Networks for Query-focused Summarization},
booktitle = {{SDM}},
pages = {720--728},
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},
title = {Learning Time-series Shapelets via Supervised Feature Selection},
booktitle = {{SDM}},
pages = {262--270},
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},
title = {Deep Multi-type Objects Muli-view Multi-instance Multi-label Learning},
booktitle = {{SDM}},
pages = {486--494},
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},
title = {A Fine-grained Graph-based Spatiotemporal Network for Bike Flow Prediction
in Bike-sharing Systems},
booktitle = {{SDM}},
pages = {513--521},
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},
title = {TedPar: Temporally Dependent {PARAFAC2} Factorization for Phenotype-based
Disease Progression Modeling},
booktitle = {{SDM}},
pages = {594--602},
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},
title = {Attention-Based Autoregression for Accurate and Efficient Multivariate
Time Series Forecasting},
booktitle = {{SDM}},
pages = {531--539},
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},
title = {{POTION} : Optimizing Graph Structure for Targeted Diffusion},
booktitle = {{SDM}},
pages = {154--162},
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},
title = {Learning Robust Patient Representations from Multi-modal Electronic
Health Records: {A} Supervised Deep Learning Approach},
booktitle = {{SDM}},
pages = {585--593},
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},
title = {Maximizing Approximately \emph{k}-Submodular Functions},
booktitle = {{SDM}},
pages = {414--422},
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},
title = {{DPGS:} Degree-Preserving Graph Summarization},
booktitle = {{SDM}},
pages = {280--288},
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},
title = {Node Proximity Is All You Need: Unified Structural and Positional
Node and Graph Embedding},
booktitle = {{SDM}},
pages = {163--171},
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},
title = {On Supervised Change Detection in Graph Streams},
booktitle = {{SDM}},
pages = {289--297},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.33},
doi = {10.1137/1.9781611976236.33},
timestamp = {Thu, 28 May 2020 01:00:00 +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},
title = {Features or Shape? Tackling the False Dichotomy of Time Series Classification},
booktitle = {{SDM}},
pages = {442--450},
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},
title = {Adiabatic Quantum Computing for Max-Sum Diversification},
booktitle = {{SDM}},
pages = {343--351},
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},
title = {Content-Aware Successive Point-of-Interest Recommendation},
booktitle = {{SDM}},
pages = {100--108},
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},
title = {{GRIA:} Graphical Regularization for Integrative Analysis},
booktitle = {{SDM}},
pages = {604--612},
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},
title = {Representation Learning for Imbalanced Cross-Domain Classification},
booktitle = {{SDM}},
pages = {478--486},
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},
title = {Two-variable Dual Coordinate Descent Methods for Linear {SVM} with/without
the Bias Term},
booktitle = {{SDM}},
pages = {163--171},
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},
title = {Dual Coordinate-Descent Methods for Linear One-Class {SVM} and {SVDD}},
booktitle = {{SDM}},
pages = {181--189},
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},
title = {Document Clustering Meets Topic Modeling with Word Embeddings},
booktitle = {{SDM}},
pages = {244--252},
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},
title = {Dual-Attention Recurrent Networks for Affine Registration of Neuroimaging
Data},
booktitle = {{SDM}},
pages = {379--387},
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},
title = {Physics-Guided Architecture {(PGA)} of Neural Networks for Quantifying
Uncertainty in Lake Temperature Modeling},
booktitle = {{SDM}},
pages = {532--540},
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},
title = {Explainable Subgraphs with Surprising Densities: {A} Subgroup Discovery
Approach},
booktitle = {{SDM}},
pages = {586--594},
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},
title = {BiGAN: Collaborative Filtering with Bidirectional Generative Adversarial
Networks},
booktitle = {{SDM}},
pages = {82--90},
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},
title = {{HIDRA:} Head Initialization across Dynamic targets for Robust Architectures},
booktitle = {{SDM}},
pages = {397--405},
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},
title = {Exploring the Unknown - Query Synthesis in One-Class Active Learning},
booktitle = {{SDM}},
pages = {145--153},
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},
title = {Finding the Sweet Spot: Batch Selection for One-Class Active Learning},
booktitle = {{SDM}},
pages = {118--126},
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},
title = {Deep Adversarial Canonical Correlation Analysis},
booktitle = {{SDM}},
pages = {352--360},
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},
title = {Bayesian Modeling of Intersectional Fairness: The Variance of Bias},
booktitle = {{SDM}},
pages = {424--432},
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},
title = {D\({}^{\mbox{2}}\)M: Dynamic Defense and Modeling of Adversarial Movement
in Networks},
booktitle = {{SDM}},
pages = {541--549},
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},
title = {Deep Multi-sphere Support Vector Data Description},
booktitle = {{SDM}},
pages = {109--117},
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},
title = {Optimal Bidding Strategy without Exploration in Real-time Bidding},
booktitle = {{SDM}},
pages = {298--306},
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},
title = {{SPADE:} Streaming {PARAFAC2} DEcomposition for Large Datasets},
booktitle = {{SDM}},
pages = {577--585},
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},
title = {Counterfactual Evaluation of Treatment Assignment Functions with Networked
Observational Data},
booktitle = {{SDM}},
pages = {271--279},
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},
title = {Learning a Neural-network-based Representation for Open Set Recognition},
booktitle = {{SDM}},
pages = {154--162},
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},
title = {Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in
Multi-Space Attributed Graphs},
booktitle = {{SDM}},
pages = {334--342},
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},
title = {{SSNN:} Sentiment Shift Neural Network},
booktitle = {{SDM}},
pages = {262--270},
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},
title = {An Instance-Specific Algorithm for Learning the Structure of Causal
Bayesian Networks Containing Latent Variables},
booktitle = {{SDM}},
pages = {433--441},
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},
title = {On the Information Unfairness of Social Networks},
booktitle = {{SDM}},
pages = {613--521},
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},
title = {Multiplex Memory Network for Collaborative Filtering},
booktitle = {{SDM}},
pages = {91--99},
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},
title = {Well-calibrated and specialized probability estimation trees},
booktitle = {{SDM}},
pages = {415--423},
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},
title = {{HYPA:} Efficient Detection of Path Anomalies in Time Series Data
on Networks},
booktitle = {{SDM}},
pages = {460--468},
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},
title = {Residual Core Maximization: An Efficient Algorithm for Maximizing
the Size of the \emph{k}-Core},
booktitle = {{SDM}},
pages = {325--333},
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},
title = {Meta-Learning for Size and Fit Recommendation in Fashion},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {Deep Parametric Model for Discovering Group-cohesive Functional Brain
Regions},
booktitle = {{SDM}},
pages = {631--639},
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},
title = {Hessian based analysis of {SGD} for Deep Nets: Dynamics and Generalization},
booktitle = {{SDM}},
pages = {190--198},
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},
title = {Dissecting Ethereum Blockchain Analytics: What We Learn from Topology
and Geometry of the Ethereum Graph?},
booktitle = {{SDM}},
pages = {523--531},
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},
title = {Knowledge guided diagnosis prediction via graph spatial-temporal network},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {Filling Missing Values on Wearable-Sensory Time Series Data},
booktitle = {{SDM}},
pages = {46--54},
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},
title = {An Advantage Actor-Critic Algorithm with Confidence Exploration for
Open Information Extraction},
booktitle = {{SDM}},
pages = {217--225},
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},
title = {Efficient and Effective Graph Convolution Networks},
booktitle = {{SDM}},
pages = {388--396},
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},
title = {BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation
with Graph Convolutional Neural Network},
booktitle = {{SDM}},
pages = {64--72},
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},
title = {Rare Disease Prediction by Generating Quality-Assured Electronic Health
Records},
booktitle = {{SDM}},
pages = {514--522},
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},
title = {Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very
Large Pre-Trained Deep Neural Networks},
booktitle = {{SDM}},
pages = {505--513},
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},
title = {Improved mixing time for \emph{k}-subgraph sampling},
booktitle = {{SDM}},
pages = {568--576},
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},
title = {Lag-Aware Multivariate Time-Series Segmentation},
booktitle = {{SDM}},
pages = {622--630},
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},
title = {A Unified Non-Negative Matrix Factorization Framework for Semi Supervised
Learning on Graphs},
booktitle = {{SDM}},
pages = {487--495},
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},
title = {PhyNet: Physics Guided Neural Networks for Particle Drag Force Prediction
in Assembly},
booktitle = {{SDM}},
pages = {559--567},
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},
title = {Semi-supervised Classification using Attention-based Regularization
on Coarse-resolution Data},
booktitle = {{SDM}},
pages = {253--261},
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},
title = {Temporal Graph Kernels for Classifying Dissemination Processes},
booktitle = {{SDM}},
pages = {496--504},
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},
title = {A Predictive Optimization Framework for Hierarchical Demand Matching},
booktitle = {{SDM}},
pages = {172--180},
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},
title = {Cost-Effective and Stable Policy Optimization Algorithm for Uplift
Modeling with Multiple Treatments},
booktitle = {{SDM}},
pages = {406--414},
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},
title = {Two-Sample Testing for Event Impacts in Time Series},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Harmonic Alignment},
booktitle = {{SDM}},
pages = {316--324},
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},
title = {Detecting Media Self-Censorship without Explicit Training Data},
booktitle = {{SDM}},
pages = {550--558},
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},
title = {Pattern detection in large temporal graphs using algebraic fingerprints},
booktitle = {{SDM}},
pages = {37--45},
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},
title = {\emph{NSVD}: Normalized Singular Value Deviation Reveals Number of
Latent Factors in Tensor Decomposition},
booktitle = {{SDM}},
pages = {667--675},
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},
title = {Attention-Aware Answers of the Crowd},
booktitle = {{SDM}},
pages = {451--459},
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},
title = {"Now you see it, now you don't!" Detecting Suspicious Pattern Absences
in Continuous Time Series},
booktitle = {{SDM}},
pages = {127--135},
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},
title = {Global-and-Local Aware Data Generation for the Class Imbalance Problem},
booktitle = {{SDM}},
pages = {307--315},
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},
title = {Convolutional Methods for Predictive Modeling of Geospatial Data},
booktitle = {{SDM}},
pages = {28--36},
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},
title = {Deep Kernel Learning for Clustering},
booktitle = {{SDM}},
pages = {640--648},
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},
title = {Vertex-reinforced Random Walk for Network Embedding},
booktitle = {{SDM}},
pages = {595--603},
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},
title = {Second-order Optimization for Non-convex Machine Learning: an Empirical
Study},
booktitle = {{SDM}},
pages = {199--207},
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},
title = {LTSpAUC: Learning Time-series Shapelets for Optimizing Partial {AUC}},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Heterogeneous Dual-Task Clustering with Visual-Textual Information},
booktitle = {{SDM}},
pages = {658--666},
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},
title = {Identifying Potential Investors with Data Driven Approaches},
booktitle = {{SDM}},
pages = {235--243},
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},
title = {Deep Neural Networks with Knowledge Instillation},
booktitle = {{SDM}},
pages = {370--378},
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},
title = {{DANR:} Discrepancy-aware Network Regularization},
booktitle = {{SDM}},
pages = {208--216},
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},
title = {Semantic Discord: Finding Unusual Local Patterns for Time Series},
booktitle = {{SDM}},
pages = {136--144},
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},
title = {Maximizing diversity over clustered data},
booktitle = {{SDM}},
pages = {649--657},
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},
title = {Stacked Mixed-Order Graph Convolutional Networks for Collaborative
Filtering},
booktitle = {{SDM}},
pages = {73--81},
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},
title = {A Graph-Based Approach for Active Learning in Regression},
booktitle = {{SDM}},
pages = {280--288},
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},
title = {Fisher Deep Domain Adaptation},
booktitle = {{SDM}},
pages = {469--477},
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},
title = {What Do Questions Exactly Ask? {MFAE:} Duplicate Question Identification
with Multi-Fusion Asking Emphasis},
booktitle = {{SDM}},
pages = {226--234},
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},
title = {Deep Self-representative Concept Factorization Network for Representation
Learning},
booktitle = {{SDM}},
pages = {361--369},
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},
title = {Fairness in representation: quantifying stereotyping as a representational
harm},
booktitle = {{SDM}},
pages = {801--809},
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},
title = {Intrinsic Dimensionality Estimation within Tight Localities},
booktitle = {{SDM}},
pages = {181--189},
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},
title = {Multi-Dimensional, Multilayer, Nonlinear and Dynamic {HITS}},
booktitle = {{SDM}},
pages = {369--377},
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},
title = {Autonomous Deep Learning: Continual Learning Approach for Dynamic
Environments},
booktitle = {{SDM}},
pages = {666--674},
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},
title = {Benchmarking Nearest Neighbor Search: Influence of Local Intrinsic
Dimensionality and Result Diversity in Real-World Datasets},
booktitle = {EDML@SDM},
pages = {14--23},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/article\_3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +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},
title = {Context-Driven Data Mining Through Bias Removal and Incompleteness
Mitigation},
booktitle = {EDML@SDM},
pages = {24--30},
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},
title = {Constraint Programming for Association Rules},
booktitle = {{SDM}},
pages = {127--135},
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},
title = {EstImAgg: {A} Learning Framework for Groupwise Aggregated Data},
booktitle = {{SDM}},
pages = {477--485},
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},
title = {Optimally rotated coordinate systems for adaptive least-squares regression
on sparse grids},
booktitle = {{SDM}},
pages = {163--171},
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},
title = {Forest Packing: Fast Parallel, Decision Forests},
booktitle = {{SDM}},
pages = {46--54},
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},
title = {Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation},
booktitle = {{SDM}},
pages = {630--638},
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},
title = {Evaluation of Unsupervised Learning Results: Making the Seemingly
Impossible Possible},
booktitle = {EDML@SDM},
pages = {4},
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},
title = {Positive-Unlabeled Classification under Class Prior Shift and Asymmetric
Error},
booktitle = {{SDM}},
pages = {271--279},
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},
title = {Joint Post and Link-level Influence Modeling on Social Media},
booktitle = {{SDM}},
pages = {262--270},
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},
title = {Hierarchical Attention Networks for Cyberbullying Detection on the
Instagram Social Network},
booktitle = {{SDM}},
pages = {235--243},
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},
title = {Deep Anomaly Detection on Attributed Networks},
booktitle = {{SDM}},
pages = {594--602},
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},
title = {Reading Customer Reviews to Answer Product-related Questions},
booktitle = {{SDM}},
pages = {567--575},
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},
title = {{SPMM:} {A} Soft Piecewise Mapping Model for Bilingual Lexicon Induction},
booktitle = {{SDM}},
pages = {244--252},
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},
title = {Fast Training for Large-Scale One-versus-All Linear Classifiers using
Tree-Structured Initialization},
booktitle = {{SDM}},
pages = {280--288},
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},
title = {Lessons Learned from the {FIMI} Workshops},
booktitle = {EDML@SDM},
pages = {42},
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},
title = {Recommendations for optimizing the collective user experience},
booktitle = {{SDM}},
pages = {792--800},
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},
title = {Accelerated Experimental Design for Pairwise Comparisons},
booktitle = {{SDM}},
pages = {432--440},
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},
title = {Temporal Graph Regression via Structure-Aware Intrinsic Representation
Learning},
booktitle = {{SDM}},
pages = {360--368},
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},
title = {Query-Aware Bayesian Committee Machine for Scalable Gaussian Process
Regression},
booktitle = {{SDM}},
pages = {208--216},
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},
title = {{CP} Tensor Decomposition with Cannot-Link Intermode Constraints},
booktitle = {{SDM}},
pages = {711--719},
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},
title = {Branch and Border: Partition-Based Change Detection in Multivariate
Time Series},
booktitle = {{SDM}},
pages = {504--512},
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},
title = {{SMF:} Drift-Aware Matrix Factorization with Seasonal Patterns},
booktitle = {{SDM}},
pages = {621--629},
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},
title = {Spatial Context-Aware Networks for Mining Temporal Discriminative
Period in Land Cover Detection},
booktitle = {{SDM}},
pages = {513--521},
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},
title = {Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation:
An Application in Land Cover Detection},
booktitle = {{SDM}},
pages = {540--548},
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},
title = {Physics Guided RNNs for Modeling Dynamical Systems: {A} Case Study
in Simulating Lake Temperature Profiles},
booktitle = {{SDM}},
pages = {558--566},
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},
title = {Calibrating Probability Estimation Trees using Venn-Abers Predictors},
booktitle = {{SDM}},
pages = {28--36},
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},
title = {We Are Not Your Real Parents: Telling Causal from Confounded using
{MDL}},
booktitle = {{SDM}},
pages = {199--207},
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},
title = {Instance Space Analysis for Unsupervised Outlier Detection},
booktitle = {EDML@SDM},
pages = {32--41},
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},
title = {Deep Transfer Reinforcement Learning for Text Summarization},
booktitle = {{SDM}},
pages = {675--683},
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},
title = {Predicting Multiple Demographic Attributes with Task Specific Embedding
Transformation and Attention Network},
booktitle = {{SDM}},
pages = {765--773},
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},
title = {Mining Maximal Induced Bicliques using Odd Cycle Transversals},
booktitle = {{SDM}},
pages = {324--332},
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},
title = {{GPU} Accelerated Sub-Sampled Newton's Method for Convex Classification
Problems},
booktitle = {{SDM}},
pages = {702--710},
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},
title = {Learning On-the-Job to Re-rank Anomalies from Top-1 Feedback},
booktitle = {{SDM}},
pages = {612--620},
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},
title = {Discovering and Controlling for Latent Confounds in Text Classification
Using Adversarial Domain Adaptation},
booktitle = {{SDM}},
pages = {298--305},
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},
title = {Auto-Summarization: {A} Step Towards Unsupervised Learning of a Submodular
Mixture},
booktitle = {{SDM}},
pages = {396--404},
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},
title = {Characterizing Transactional Databases for Frequent Itemset Mining},
booktitle = {EDML@SDM},
pages = {44--53},
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},
title = {Collaborative Filtering with Noisy Ratings},
booktitle = {{SDM}},
pages = {747--755},
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},
title = {Linear Time Motif Discovery in Time Series},
booktitle = {{SDM}},
pages = {136--144},
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},
title = {{TMSA:} {A} Mutual Learning Model for Topic Discovery and Word Embedding},
booktitle = {{SDM}},
pages = {684--692},
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},
title = {GeoAttn: Localization of Social Media Messages via Attentional Memory
Network},
booktitle = {{SDM}},
pages = {64--72},
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},
title = {A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction},
booktitle = {{SDM}},
pages = {100--108},
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},
title = {MM-Pred: {A} Deep Predictive Model for Multi-attribute Event Sequence},
booktitle = {{SDM}},
pages = {118--126},
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},
title = {Deep Skip-Gram Networks for Text Classification},
booktitle = {{SDM}},
pages = {145--153},
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},
title = {Spherical Principal Component Analysis},
booktitle = {{SDM}},
pages = {387--395},
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},
title = {Augmented Multi-Task Learning by Optimal Transport},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {Robust Factorization Machine: {A} Doubly Capped Norms Minimization},
booktitle = {{SDM}},
pages = {738--746},
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},
title = {Coupled Clustering of Time-Series and Networks},
booktitle = {{SDM}},
pages = {531--539},
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},
title = {Region-Based Active Learning with Hierarchical and Adaptive Region
Construction},
booktitle = {{SDM}},
pages = {441--449},
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},
title = {Multi-dimensional Graph Convolutional Networks},
booktitle = {{SDM}},
pages = {657--665},
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},
title = {EvalNE: {A} Framework for Evaluating Network Embeddings on Link Prediction},
booktitle = {EDML@SDM},
pages = {5--13},
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},
title = {A Bayesian Approach for Accurate Classification-Based Aggregates},
booktitle = {{SDM}},
pages = {306--314},
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},
title = {A Fast Algorithm for Combinatorial Hotspot Mining Based on Spatial
Scan Statistic},
booktitle = {{SDM}},
pages = {91--99},
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},
title = {Relative distance comparisons with confidence judgements},
booktitle = {{SDM}},
pages = {459--467},
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},
title = {Efficient Summarizing of Evolving Events from Twitter Streams},
booktitle = {{SDM}},
pages = {226--234},
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},
title = {Incomplete Conditional Density Estimation for Fast Materials Discovery},
booktitle = {{SDM}},
pages = {549--557},
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},
title = {1st Workshop on Evaluation and Experimental Design in Data Mining
and Machine Learning {(EDML} 2019)},
booktitle = {EDML@SDM},
pages = {1--3},
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},
title = {Decision List Optimization based on Continuous Relaxation},
booktitle = {{SDM}},
pages = {315--323},
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},
title = {Identifying When Effect Restoration Will Improve Estimates of Causal
Effect},
booktitle = {{SDM}},
pages = {190--198},
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},
title = {Dissecting the Learning Curve of Taxi Drivers: {A} Data-Driven Approach},
booktitle = {{SDM}},
pages = {783--791},
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},
title = {Feature selection as Monte-Carlo Search in Growing Single Rooted Directed
Acyclic Graph by Best Leaf Identification},
booktitle = {{SDM}},
pages = {450--458},
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}}},
title = {\emph{{\(\mathscr{l}\)}}\({}_{\mbox{0}}\)-Regularized Sparsity for
Probabilistic Mixture Models},
booktitle = {{SDM}},
pages = {172--180},
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},
title = {Clustering Evaluation in High-Dimensional Data},
booktitle = {EDML@SDM},
pages = {43},
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},
title = {Edge Replacement Grammars : {A} Formal Language Approach for Generating
Graphs},
booktitle = {{SDM}},
pages = {351--359},
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},
title = {Leveraging Subsequence-orders for Univariate and Multivariate Time-series
Classification},
booktitle = {{SDM}},
pages = {495--503},
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},
title = {Doubly Robust Prediction and Evaluation Methods Improve Uplift Modeling
for Observational Data},
booktitle = {{SDM}},
pages = {468--476},
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.},
title = {A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class
Classification},
booktitle = {{SDM}},
pages = {756--764},
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},
title = {Path-based Attribute-aware Representation Learning for Relation Prediction},
booktitle = {{SDM}},
pages = {639--647},
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},
title = {Semantics-Aware Hidden Markov Model for Human Mobility},
booktitle = {{SDM}},
pages = {774--782},
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},
title = {Instance Spaces for Objective Assessment of Algorithms and Benchmark
Test Suites},
booktitle = {EDML@SDM},
pages = {31},
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},
title = {Bus Travel Speed Prediction using Attention Network of Heterogeneous
Correlation Features},
booktitle = {{SDM}},
pages = {73--81},
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},
title = {Elastic bands across the path: {A} new framework and method to lower
bound {DTW}},
booktitle = {{SDM}},
pages = {522--530},
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},
title = {Boolean matrix factorization meets consecutive ones property},
booktitle = {{SDM}},
pages = {729--737},
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},
title = {Find the dimension that counts: Fast dimension estimation and Krylov
{PCA}},
booktitle = {{SDM}},
pages = {720--728},
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},
title = {Flow-Based Local Graph Clustering with Better Seed Set Inclusion},
booktitle = {{SDM}},
pages = {378--386},
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},
title = {Deep Multi-view Information Bottleneck},
booktitle = {{SDM}},
pages = {37--45},
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},
title = {Attentional Heterogeneous Graph Neural Network: Application to Program
Reidentification},
booktitle = {{SDM}},
pages = {693--701},
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},
title = {Towards Identifying Causal Relation Between Instances and Labels},
booktitle = {{SDM}},
pages = {289--297},
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},
title = {A Novel Regularizer for Temporally Stable Learning with an Application
to Twitter Topic Classification},
booktitle = {{SDM}},
pages = {217--225},
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},
title = {Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions},
booktitle = {{SDM}},
pages = {648--656},
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},
title = {A Nondeterministic Normalization based Scan Statistic (NN-scan) towards
Robust Hotspot Detection: {A} Summary of Results},
booktitle = {{SDM}},
pages = {82--90},
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},
title = {Deep Co-Clustering},
booktitle = {{SDM}},
pages = {414--422},
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},
title = {Relationship Profiling over Social Networks: Reverse Smoothness from
Similarity to Closeness},
booktitle = {{SDM}},
pages = {342--350},
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},
title = {{DTEC:} Distance Transformation Based Early Time Series Classification},
booktitle = {{SDM}},
pages = {486--494},
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},
title = {Discovering Multiple Co-Clusterings in Subspaces},
booktitle = {{SDM}},
pages = {423--431},
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},
title = {Fast Unsupervised Location Category Inference from Highly Inaccurate
Mobility Data},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {Learning Diverse Gaussian Graphical Models and Interpreting Edges},
booktitle = {{SDM}},
pages = {405--413},
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},
title = {{DSL:} Discriminative Subgraph Learning via Sparse Self-Representation},
booktitle = {{SDM}},
pages = {333--341},
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},
title = {{ABACUS:} Unsupervised Multivariate Change Detection via Bayesian
Source Separation},
booktitle = {{SDM}},
pages = {603--611},
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},
title = {An Interpretable Fast Model for Predicting The Risk of Heart Failure},
booktitle = {{SDM}},
pages = {576--584},
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},
title = {{LSCP:} Locally Selective Combination in Parallel Outlier Ensembles},
booktitle = {{SDM}},
pages = {585--593},
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},
title = {Deep Multimodality Model for Multi-task Multi-view Learning},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Incremental Multi-view Support Vector Machine},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Mining Rules Incrementally over Large Knowledge Bases},
booktitle = {{SDM}},
pages = {154--162},
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},
title = {Aspect-Based Sentiment Analysis with Minimal Guidance},
booktitle = {{SDM}},
pages = {253--261},
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},
title = {{AMAS:} Attention Model for Attributed Sequence Classification},
booktitle = {{SDM}},
pages = {109--117},
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},
title = {Learning Graph Representation via Frequent Subgraphs},
booktitle = {{SDM}},
pages = {306--314},
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},
title = {Toward Relational Learning with Misinformation},
booktitle = {{SDM}},
pages = {711--719},
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},
title = {Near-Optimal Mapping of Network States using Probes},
booktitle = {{SDM}},
pages = {108--116},
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},
title = {Framework for Inferring Leadership Dynamics of Complex Movement from
Time Series},
booktitle = {{SDM}},
pages = {549--557},
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},
title = {Discriminative Prototype Set Learning for Nearest Neighbor Classification},
booktitle = {{SDM}},
pages = {468--476},
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},
title = {Mixtures of Block Models for Brain Networks},
booktitle = {{SDM}},
pages = {46--54},
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},
title = {A Family of Tractable Graph Distances},
booktitle = {{SDM}},
pages = {333--341},
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},
title = {Exact Mean Computation in Dynamic Time Warping Spaces},
booktitle = {{SDM}},
pages = {540--548},
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},
title = {Causal Inference on Event Sequences},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {{JUMP:} {A} Fast Deterministic Algorithm to Find the Closest Pair
of Subsequences},
booktitle = {{SDM}},
pages = {73--80},
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},
title = {Markov Chain Monitoring},
booktitle = {{SDM}},
pages = {441--449},
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},
title = {On2Vec: Embedding-based Relation Prediction for Ontology Population},
booktitle = {{SDM}},
pages = {315--323},
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},
title = {EEG-based Motion Intention Recognition via Multi-task RNNs},
booktitle = {{SDM}},
pages = {279--287},
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},
title = {Network Inference from Contrastive Groups Using Discriminative Structural
Regularization},
booktitle = {{SDM}},
pages = {117--125},
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},
title = {Limited-memory Common-directions Method for Distributed Ll-regularized
Linear Classification},
booktitle = {{SDM}},
pages = {504--512},
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},
title = {Sparse Decomposition for Time Series Forecasting and Anomaly Detection},
booktitle = {{SDM}},
pages = {522--530},
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},
title = {Learning to Interact with Users: {A} Collaborative-Bandit Approach},
booktitle = {{SDM}},
pages = {612--620},
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},
title = {Brain {EEG} Time Series Selection: {A} Novel Graph-Based Approach
for Classification},
booktitle = {{SDM}},
pages = {558--566},
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},
title = {Click versus Share: {A} Feature-driven Study of Micro-Video Popularity
and Virality in Social Media},
booktitle = {{SDM}},
pages = {198--206},
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},
title = {Avoidance Region Discovery: {A} Summary of Results},
booktitle = {{SDM}},
pages = {585--593},
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},
title = {Exploiting Structure for Fast Kernel Learning},
booktitle = {{SDM}},
pages = {414--422},
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},
title = {Mining Top-\emph{k} Quantile-based Cohesive Sequential Patterns},
booktitle = {{SDM}},
pages = {90--98},
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},
title = {Image Constrained Blockmodelling: {A} Constraint Programming Approach},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {Dense Neighborhood Pattern Sampling in Numerical Data},
booktitle = {{SDM}},
pages = {756--764},
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},
title = {Many-to-many Correspondences between Partitions: Introducing a Cut-based
Approach},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Deep Attention Model for Triage of Emergency Department Patients},
booktitle = {{SDM}},
pages = {297--305},
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},
title = {{SMACD:} Semi-supervised Multi-Aspect Community Detection},
booktitle = {{SDM}},
pages = {702--710},
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},
title = {SamBaTen: Sampling-based Batch Incremental Tensor Decomposition},
booktitle = {{SDM}},
pages = {387--395},
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},
title = {Strongly Hierarchical Factorization Machines and {ANOVA} Kernel Regression},
booktitle = {{SDM}},
pages = {729--737},
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},
title = {The Trustworthy Pal: Controlling the False Discovery Rate in Boolean
Matrix Factorization},
booktitle = {{SDM}},
pages = {405--413},
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},
title = {StreamCast: Fast and Online Mining of Power Grid Time Sequences},
booktitle = {{SDM}},
pages = {531--539},
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},
title = {Uncorrelated Patient Similarity Learning},
booktitle = {{SDM}},
pages = {270--278},
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},
title = {A Salient Ensemble of Trees using Cascaded Linear Classifiers with
Feature-Cost Constraints},
booktitle = {{SDM}},
pages = {486--494},
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},
title = {On Spectral Graph Embedding: {A} Non-Backtracking Perspective and
Graph Approximation},
booktitle = {{SDM}},
pages = {324--332},
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},
title = {Maximizing the Effect of Information Adoption: {A} General Framework},
booktitle = {{SDM}},
pages = {693--701},
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},
title = {Co-regularized Monotone Retargeting for Semi-supervised LeTOR},
booktitle = {{SDM}},
pages = {432--440},
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},
title = {Latitude: {A} Model for Mixed Linear-Tropical Matrix Factorization},
booktitle = {{SDM}},
pages = {360--368},
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},
title = {A Rare and Critical Condition Search Technique and its Application
to Telescope Stray Light Analysis},
booktitle = {{SDM}},
pages = {567--575},
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 = {COST@SDM},
pages = {31--44},
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},
title = {Personalized Ranking on Poisson Factorization},
booktitle = {{SDM}},
pages = {720--728},
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},
title = {Discovering Hidden Topical Hubs and Authorities in Online Social Networks},
booktitle = {{SDM}},
pages = {378--386},
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},
title = {Interpretable Categorization of Heterogeneous Time Series Data},
booktitle = {{SDM}},
pages = {216--224},
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},
title = {Making Kernel Density Estimation Robust towards Missing Values in
Highly Incomplete Multivariate Data without Imputation},
booktitle = {{SDM}},
pages = {747--755},
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},
title = {Evolving Separating References for Time Series Classification},
booktitle = {{SDM}},
pages = {243--251},
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},
title = {Multi-Layered Network Embedding},
booktitle = {{SDM}},
pages = {684--692},
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},
title = {Black-box Expectation Propagation for Bayesian Models},
booktitle = {{SDM}},
pages = {603--611},
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},
title = {Multi-Task Learning based Survival Analysis for Predicting Alzheimer's
Disease Progression with Multi-Source Block-wise Missing Data},
booktitle = {{SDM}},
pages = {288--296},
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},
title = {Unsupervised Neural Categorization for Scientific Publications},
booktitle = {{SDM}},
pages = {37--45},
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},
title = {Semi-supervised Embedding in Attributed Networks with Outliers},
booktitle = {{SDM}},
pages = {153--161},
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},
title = {Modeling the Interaction Coupling of Multi-View Spatiotemporal Contexts
for Destination Prediction},
booktitle = {{SDM}},
pages = {171--179},
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},
title = {Health-ATM: {A} Deep Architecture for Multifaceted Patient Health
Record Representation and Risk Prediction},
booktitle = {{SDM}},
pages = {261--269},
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},
title = {Outlier Detection over Distributed Trajectory Streams},
booktitle = {{SDM}},
pages = {64--72},
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},
title = {Group Centrality Maximization via Network Design},
booktitle = {{SDM}},
pages = {126--134},
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 = {COST@SDM},
pages = {17--30},
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 = {COST@SDM},
pages = {4--16},
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},
title = {Graph sketching-based Space-efficient Data Clustering},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Classifying Multivariate Time Series by Learning Sequence-level Discriminative
Patterns},
booktitle = {{SDM}},
pages = {252--260},
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},
title = {{STAPLE:} Spatio-Temporal Precursor Learning for Event Forecasting},
booktitle = {{SDM}},
pages = {99--107},
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},
title = {Global Nonlinear Metric Learning by Gluing Local Linear Metrics},
booktitle = {{SDM}},
pages = {423--431},
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},
title = {{ALE:} Additive Latent Effect Models for Grade Prediction},
booktitle = {{SDM}},
pages = {477--485},
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},
title = {Topic Modeling based on Keywords and Context},
booktitle = {{SDM}},
pages = {369--377},
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},
title = {A Practitioners' Guide to Transfer Learning for Text Classification
using Convolutional Neural Networks},
booktitle = {{SDM}},
pages = {513--521},
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},
title = {An {LSTM} Approach to Patent Classification based on Fixed Hierarchy
Vectors},
booktitle = {{SDM}},
pages = {495--503},
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},
title = {Accelerating Time Series Searching with Large Uniform Scaling},
booktitle = {{SDM}},
pages = {234--242},
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},
title = {AspEm: Embedding Learning by Aspects in Heterogeneous Information
Networks},
booktitle = {{SDM}},
pages = {144--152},
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},
title = {A Novel Genetic Algorithm for Feature Selection in Hierarchical Feature
Spaces},
booktitle = {{SDM}},
pages = {738--746},
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},
title = {Streaming Tensor Factorization for Infinite Data Sources},
booktitle = {{SDM}},
pages = {81--89},
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},
title = {Robust Road Map Inference through Network Alignment of Trajectories},
booktitle = {{SDM}},
pages = {135--143},
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},
title = {Modeling Item-specific Effects for Video Click},
booktitle = {{SDM}},
pages = {639--647},
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},
title = {Efficient search of the best warping window for Dynamic Time Warping},
booktitle = {{SDM}},
pages = {225--233},
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},
title = {Multi-view Weak-label Learning based on Matrix Completion},
booktitle = {{SDM}},
pages = {450--458},
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},
title = {A Probabilistic Hough Transform for Opportunistic Crowd-sensing of
Moving Traffic Obstacles},
booktitle = {{SDM}},
pages = {207--215},
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},
title = {Revenue Maximization on the Multi-grade Product},
booktitle = {{SDM}},
pages = {576--584},
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 = {COST@SDM},
pages = {1--3},
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},
title = {One-Class Recommendation with Asymmetric Textual Feedback},
booktitle = {{SDM}},
pages = {648--656},
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},
title = {{NLRR++:} Scalable Subspace Clustering via Non-Convex Block Coordinate
Descent},
booktitle = {{SDM}},
pages = {28--36},
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},
title = {Learning Convolutional Text Representations for Visual Question Answering},
booktitle = {{SDM}},
pages = {594--602},
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},
title = {Online {IT} Ticket Automation Recommendation Using Hierarchical Multi-armed
Bandit Algorithms},
booktitle = {{SDM}},
pages = {657--665},
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},
title = {You Are How You Move: Linking Multiple User Identities From Massive
Mobility Traces},
booktitle = {{SDM}},
pages = {189--197},
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},
title = {Ensemble-Spotting: Ranking Urban Vibrancy via {POI} Embedding with
Multi-view Spatial Graphs},
booktitle = {{SDM}},
pages = {351--359},
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},
title = {Who will Attend This Event Together? Event Attendance Prediction via
Deep {LSTM} Networks},
booktitle = {{SDM}},
pages = {180--188},
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,
title = {Front Matter},
booktitle = {{SDM}},
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},
title = {Reconstructing a cascade from temporal observations},
booktitle = {{SDM}},
pages = {666--674},
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},
title = {Fast Flow-based Random Walk with Restart in a Multi-query Setting},
booktitle = {{SDM}},
pages = {342--350},
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},
title = {Investigating Deep Reinforcement Learning Techniques in Personalized
Dialogue Generation},
booktitle = {{SDM}},
pages = {630--638},
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},
title = {Robust Cost-Sensitive Learning for Recommendation with Implicit Feedback},
booktitle = {{SDM}},
pages = {621--629},
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},
title = {ParaSketch: Parallel Tensor Factorization via Sketching},
booktitle = {{SDM}},
pages = {396--404},
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},
title = {Online Truth Discovery on Time Series Data},
booktitle = {{SDM}},
pages = {162--170},
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},
title = {Modeling Co-Evolution Across Multiple Networks},
booktitle = {{SDM}},
pages = {675--683},
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},
title = {Efficient and Effective Accelerated Hierarchical Higher-Order Logistic
Regression for Large Data Quantities},
booktitle = {{SDM}},
pages = {459--467},
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},
title = {Condensing Temporal Networks using Propagation},
booktitle = {{SDM}},
pages = {417--425},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.47},
doi = {10.1137/1.9781611974973.47},
timestamp = {Wed, 12 Jun 2019 01:00:00 +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},
title = {BreachRadar: Automatic Detection of Points-of-Compromise},
booktitle = {{SDM}},
pages = {561--569},
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},
title = {Redundancies in Data and their Effect on the Evaluation of Recommendation
Systems: {A} Case Study on the Amazon Reviews Datasets},
booktitle = {{SDM}},
pages = {390--398},
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},
title = {Efficiently Discovering Unexpected Pattern-Co-Occurrences},
booktitle = {{SDM}},
pages = {126--134},
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},
title = {Efficiently Summarising Event Sequences with Rich Interleaving Patterns},
booktitle = {{SDM}},
pages = {795--803},
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},
title = {Multi-core K-means},
booktitle = {{SDM}},
pages = {273--281},
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},
title = {Correlation by Compression},
booktitle = {{SDM}},
pages = {525--533},
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},
title = {Near-Optimal and Practical Algorithms for Graph Scan Statistics},
booktitle = {{SDM}},
pages = {624--632},
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},
title = {t-BNE: Tensor-based Brain Network Embedding},
booktitle = {{SDM}},
pages = {189--197},
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},
title = {Clustering with Domain-Specific Usefulness Scores},
booktitle = {{SDM}},
pages = {207--215},
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},
title = {An {RNN} Architecture with Dynamic Temporal Matching for Personalized
Predictions of Parkinson's Disease},
booktitle = {{SDM}},
pages = {198--206},
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},
title = {{CSTG:} An Effective Framework for Cost-sensitive Sparse Online Learning},
booktitle = {{SDM}},
pages = {759--767},
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},
title = {Outlier Detection with Autoencoder Ensembles},
booktitle = {{SDM}},
pages = {90--98},
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},
title = {Embedded Supervised Feature Selection for Multi-class Data},
booktitle = {{SDM}},
pages = {516--524},
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},
title = {VolTime: Unsupervised Anomaly Detection on Users' Online Activity
Volume},
booktitle = {{SDM}},
pages = {108--116},
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},
title = {A Method to Accelerate Human in the Loop Clustering},
booktitle = {{SDM}},
pages = {237--245},
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},
title = {A Dual-Tree Algorithm for Fast \emph{k}-means Clustering With Large
\emph{k}},
booktitle = {{SDM}},
pages = {300--308},
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},
title = {Subnetwork Mining with Spatial and Temporal Smoothness},
booktitle = {{SDM}},
pages = {354--362},
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},
title = {Time-Aware Subscription Prediction Model for User Acquisition in Digital
News Media},
booktitle = {{SDM}},
pages = {135--143},
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},
title = {Uncovering Group Level Insights with Accordant Clustering},
booktitle = {{SDM}},
pages = {228--236},
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},
title = {Margin Distribution Logistic Machine},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {The Power of Certainty: {A} Dirichlet-Multinomial Model for Belief
Propagation},
booktitle = {{SDM}},
pages = {144--152},
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},
title = {A Graduated Non-Convexity Relaxation for Large Scale Seriation},
booktitle = {{SDM}},
pages = {462--470},
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},
title = {BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals},
booktitle = {{SDM}},
pages = {216--227},
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},
title = {Finding low-tension communities},
booktitle = {{SDM}},
pages = {336--344},
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},
title = {Community-aware network sparsification},
booktitle = {{SDM}},
pages = {426--434},
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},
title = {Specious rules: an efficient and effective unifying method for removing
misleading and uninformative patterns in association rule mining},
booktitle = {{SDM}},
pages = {309--317},
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},
title = {Differentially Private Rank Aggregation},
booktitle = {{SDM}},
pages = {669--677},
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},
title = {Private and Right-Protected Big Data Publication: An Analysis},
booktitle = {{SDM}},
pages = {660--668},
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},
title = {{ALPINE:} Progressive Itemset Mining with Definite Guarantees},
booktitle = {{SDM}},
pages = {63--71},
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},
title = {Accelerated Attributed Network Embedding},
booktitle = {{SDM}},
pages = {633--641},
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},
title = {Uncovering the Spatiotemporal Patterns of Collective Social Activity},
booktitle = {{SDM}},
pages = {822--830},
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},
title = {Predict Land Covers with Transition Modeling and Incremental Learning},
booktitle = {{SDM}},
pages = {171--179},
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},
title = {Absenteeism Detection in Social Media},
booktitle = {{SDM}},
pages = {606--614},
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},
title = {A Sparse Nonlinear Classifier Design Using {AUC} Optimization},
booktitle = {{SDM}},
pages = {291--299},
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},
title = {Outlier Detection for Text Data},
booktitle = {{SDM}},
pages = {489--497},
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},
title = {A Deflation Method for Structured Probabilistic {PCA}},
booktitle = {{SDM}},
pages = {534--542},
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},
title = {Multivariate Confidence Intervals},
booktitle = {{SDM}},
pages = {696--704},
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},
title = {Generalized Inverse Classification},
booktitle = {{SDM}},
pages = {162--170},
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},
title = {Identifying Deep Contrasting Networks from Time Series Data: Application
to Brain Network Analysis},
booktitle = {{SDM}},
pages = {543--551},
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},
title = {Limited-memory Common-directions Method for Distributed Optimization
and its Application on Empirical Risk Minimization},
booktitle = {{SDM}},
pages = {732--740},
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},
title = {Price Recommendation on Vacation Rental Websites},
booktitle = {{SDM}},
pages = {399--407},
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},
title = {Toward Personalized Relational Learning},
booktitle = {{SDM}},
pages = {444--452},
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},
title = {Discovery of Causal Time Intervals},
booktitle = {{SDM}},
pages = {804--812},
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},
title = {Unified and Contrasting Graphical Lasso for Brain Network Discovery},
booktitle = {{SDM}},
pages = {180--188},
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},
title = {Computational Drug Discovery with Dyadic Positive-Unlabeled Learning},
booktitle = {{SDM}},
pages = {45--53},
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},
title = {H-Fuse: Efficient Fusion of Aggregated Historical Data},
booktitle = {{SDM}},
pages = {786--794},
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},
title = {Active Learning of Functional Networks from Spike Trains},
booktitle = {{SDM}},
pages = {81--89},
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},
title = {{HBGG:} a Hierarchical Bayesian Geographical Model for Group Recommendation},
booktitle = {{SDM}},
pages = {372--380},
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},
title = {Statistical Learning Theory Approach for Data Classification with
\emph{{\(\mathscr{l}\)}}-diversity},
booktitle = {{SDM}},
pages = {651--659},
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},
title = {Active Positive-Definite Matrix Completion},
booktitle = {{SDM}},
pages = {264--272},
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},
title = {Risk Clearance with Guaranteed Precision},
booktitle = {{SDM}},
pages = {36--44},
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},
title = {Ranking in Heterogeneous Networks with Geo-Location Information},
booktitle = {{SDM}},
pages = {408--416},
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},
title = {Sensitivity of Community Structure to Network Uncertainty},
booktitle = {{SDM}},
pages = {345--353},
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},
title = {Sparse Graphical Modeling via Stochastic Complexity},
booktitle = {{SDM}},
pages = {723--731},
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},
title = {Cumulative Knowledge-based Regression Models for Next-term Grade Prediction},
booktitle = {{SDM}},
pages = {552--560},
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},
title = {Exploring Latent Semantic Factors to Find Useful Product Reviews},
booktitle = {{SDM}},
pages = {480--488},
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},
title = {Multi-Task Multiple Kernel Relationship Learning},
booktitle = {{SDM}},
pages = {687--695},
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},
title = {Multimodal Network Alignment},
booktitle = {{SDM}},
pages = {615--623},
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},
title = {User-guided Cross-domain Sentiment Classification},
booktitle = {{SDM}},
pages = {471--479},
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},
title = {Pruning Decision Trees via Max-Heap Projection},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Graph-based semi-supervised learning for relational networks},
booktitle = {{SDM}},
pages = {435--443},
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},
title = {Polyadic Regression and its Application to Chemogenomics},
booktitle = {{SDM}},
pages = {72--80},
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},
title = {{FACETS:} Adaptive Local Exploration of Large Graphs},
booktitle = {{SDM}},
pages = {597--605},
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},
title = {Targeted matrix completion},
booktitle = {{SDM}},
pages = {255--263},
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},
title = {Biclustering: An application of Dual Topic Models},
booktitle = {{SDM}},
pages = {453--461},
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},
title = {Model-based von Mises-Fisher Co-clustering with a Conscience},
booktitle = {{SDM}},
pages = {246--254},
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},
title = {Error Metrics for Learning Reliable Manifolds from Streaming Data},
booktitle = {{SDM}},
pages = {750--758},
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},
title = {Robust Map Matching for Heterogeneous Data via Dominance Decompositions},
booktitle = {{SDM}},
pages = {813--821},
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},
title = {Indexing and classifying gigabytes of time series under time warping},
booktitle = {{SDM}},
pages = {282--290},
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},
title = {Discovering bursts revisited: guaranteed optimization of the model
parameters},
booktitle = {{SDM}},
pages = {831--839},
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},
title = {{ROFLMAO:} Robust Oblique Forests with Linear MAtrix Operations},
booktitle = {{SDM}},
pages = {498--506},
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},
title = {Using a Random Forest to Inspire a Neural Network and Improving on
It},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Signed Network Embedding in Social Media},
booktitle = {{SDM}},
pages = {327--335},
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},
title = {Exploiting Hierarchical Structures for Unsupervised Feature Selection},
booktitle = {{SDM}},
pages = {507--515},
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},
title = {Automatic Frankensteining: Creating Complex Ensembles Autonomously},
booktitle = {{SDM}},
pages = {741--749},
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},
title = {Gleaning Wisdom from the Past: Early Detection of Emerging Rumors
in Social Media},
booktitle = {{SDM}},
pages = {99--107},
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,
title = {Front Matter},
booktitle = {{SDM}},
pages = {1--10},
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,
title = {Back Matter},
booktitle = {{SDM}},
pages = {840--847},
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},
title = {Detecting Malicious Behavior in Computer Networks via Cost-Sensitive
and Connectivity Constrained Classification},
booktitle = {{SDM}},
pages = {117--125},
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},
title = {Active Learning of Classification Models with Likert-Scale Feedback},
booktitle = {{SDM}},
pages = {28--35},
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},
title = {Multi-Region Neural Representation: {A} novel model for decoding visual
stimuli in human brains},
booktitle = {{SDM}},
pages = {54--62},
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},
title = {Concept Drift Detection with Hierarchical Hypothesis Testing},
booktitle = {{SDM}},
pages = {768--776},
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},
title = {Selection of Negative Samples for One-class Matrix Factorization},
booktitle = {{SDM}},
pages = {363--371},
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},
title = {Deep Learning: {A} Generic Approach for Extreme Condition Traffic
Forecasting},
booktitle = {{SDM}},
pages = {777--785},
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},
title = {Hash-Based Feature Learning for Incomplete Continuous-Valued Data},
booktitle = {{SDM}},
pages = {678--686},
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},
title = {A Fast Trust-Region Newton Method for Softmax Logistic Regression},
booktitle = {{SDM}},
pages = {705--713},
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},
title = {MeiKe: Influence-based Communities in Networks},
booktitle = {{SDM}},
pages = {318--326},
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},
title = {From Theory to Practice: Efficient Active Cost-sensitive Classification
with Expected Error Reduction},
booktitle = {{SDM}},
pages = {153--161},
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},
title = {Meta-Path Graphical Lasso for Learning Heterogeneous Connectivities},
booktitle = {{SDM}},
pages = {642--650},
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},
title = {Collaborative User Network Embedding for Social Recommender Systems},
booktitle = {{SDM}},
pages = {381--389},
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},
title = {HiDDen: Hierarchical Dense Subgraph Detection with Application to
Financial Fraud Detection},
booktitle = {{SDM}},
pages = {570--578},
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},
title = {Uplift Modeling with Multiple Treatments and General Response Types},
booktitle = {{SDM}},
pages = {588--596},
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},
title = {MultiC\({}^{\mbox{2}}\): an Optimization Framework for Learning from
Task and Worker Dual Heterogeneity},
booktitle = {{SDM}},
pages = {579--587},
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},
title = {Learning from Multi-Modality Multi-Resolution Data: an Optimization
Approach},
booktitle = {{SDM}},
pages = {714--722},
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},
title = {A Framework to Adjust Dependency Measure Estimates for Chance},
booktitle = {{SDM}},
pages = {423--431},
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},
title = {Power Simultaneous Spectral Data Embedding and Clustering},
booktitle = {{SDM}},
pages = {270--278},
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},
title = {Infusing Geo-Recency Mixture Models for Effective Location Prediction
in {LBSN}},
booktitle = {{SDM}},
pages = {855--863},
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},
title = {TerseSVM : {A} Scalable Approach for Learning Compact Models in Large-scale
Classification},
booktitle = {{SDM}},
pages = {234--242},
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},
title = {\emph{k}-Means for Streaming and Distributed Big Sparse Data},
booktitle = {{SDM}},
pages = {342--350},
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},
title = {Exploiting Emotional Information for Trust/Distrust Prediction},
booktitle = {{SDM}},
pages = {81--89},
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},
title = {Kernelized Sparse Self-Representation for Clustering and Recommendation},
booktitle = {{SDM}},
pages = {10--17},
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},
title = {Multi-Domain Manifold Learning for Drug-Target Interaction Prediction},
booktitle = {{SDM}},
pages = {18--26},
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},
title = {K-Nearest Neighbor Search and Outlier Detection via Minimax Distances},
booktitle = {{SDM}},
pages = {405--413},
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},
title = {Integrating Community and Role Detection in Information Networks},
booktitle = {{SDM}},
pages = {72--80},
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},
title = {A general framework to increase the robustness of model-based change
point detection algorithms to outliers and noise},
booktitle = {{SDM}},
pages = {162--170},
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},
title = {Risk Prediction with Electronic Health Records: {A} Deep Learning
Approach},
booktitle = {{SDM}},
pages = {432--440},
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},
title = {Scaling Lifted Probabilistic Inference and Learning Via Graph Databases},
booktitle = {{SDM}},
pages = {738--746},
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},
title = {Fast Lossless Frequent Itemset Mining in Data Streams using Crucial
Patterns},
booktitle = {{SDM}},
pages = {576--584},
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},
title = {Pattern Aided Classification},
booktitle = {{SDM}},
pages = {225--233},
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},
title = {{R1STM:} One-class Support Tensor Machine with Randomised Kernel},
booktitle = {{SDM}},
pages = {198--206},
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},
title = {A Confidence-Based Approach for Balancing Fairness and Accuracy},
booktitle = {{SDM}},
pages = {144--152},
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},
title = {Lagrangian Constrained Clustering},
booktitle = {{SDM}},
pages = {288--296},
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},
title = {Vocal Competence Based Karaoke Recommendation: {A} Maximum-Margin
Joint Model},
booktitle = {{SDM}},
pages = {135--143},
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},
title = {Distributed Representations of Expertise},
booktitle = {{SDM}},
pages = {531--539},
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},
title = {Joint Learning of Representation and Structure for Sparse Regression
on Graphs},
booktitle = {{SDM}},
pages = {846--854},
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},
title = {Pivot-based k-means Algorithm for Numerous-class Data Sets},
booktitle = {{SDM}},
pages = {333--341},
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},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
booktitle = {{SDM}},
pages = {495--503},
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},
title = {Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering},
booktitle = {{SDM}},
pages = {297--305},
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},
title = {Linear and Kernel Classification: When to Use Which?},
booktitle = {{SDM}},
pages = {216--224},
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},
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 = {{SDM}},
pages = {603--611},
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},
title = {Rank Selection for Non-negative Matrix Factorization with Normalized
Maximum Likelihood Coding},
booktitle = {{SDM}},
pages = {720--728},
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},
title = {Discovery of Precursors to Adverse Events using Time Series Data},
booktitle = {{SDM}},
pages = {639--647},
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},
title = {Uncovering Latent Behaviors in Ant Colonies},
booktitle = {{SDM}},
pages = {450--458},
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},
title = {Top-N Recommendation with Novel Rank Approximation},
booktitle = {{SDM}},
pages = {126--134},
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},
title = {Capricorn: An Algorithm for Subtropical Matrix Factorization},
booktitle = {{SDM}},
pages = {702--710},
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},
title = {Predicting the Popularity of News Articles},
booktitle = {{SDM}},
pages = {441--449},
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},
title = {Euclidean Co-Embedding of Ordinal Data for Multi-Type Visualization},
booktitle = {{SDM}},
pages = {396--404},
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},
title = {Query-Driven Maximum Quasi-Clique Search},
booktitle = {{SDM}},
pages = {522--530},
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},
title = {A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest
Recommendation},
booktitle = {{SDM}},
pages = {117--125},
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},
title = {Robust Unsupervised Feature Selection on Networked Data},
booktitle = {{SDM}},
pages = {387--395},
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},
title = {Sparse Hybrid Variational-Gibbs Algorithm for Latent Dirichlet Allocation},
booktitle = {{SDM}},
pages = {729--737},
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},
title = {\emph{iPath: } Forecasting the Pathway to Impact},
booktitle = {{SDM}},
pages = {468--476},
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},
title = {Regularized Weighted Linear Regression for High-dimensional Censored
Data},
booktitle = {{SDM}},
pages = {45--53},
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},
title = {Regularized Parametric Regression for High-dimensional Survival Analysis},
booktitle = {{SDM}},
pages = {765--773},
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},
title = {Uncovering Multiple Diffusion Networks Using the First-Hand Sharing
Pattern},
booktitle = {{SDM}},
pages = {63--71},
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},
title = {Kernelized Matrix Factorization for Collaborative Filtering},
booktitle = {{SDM}},
pages = {378--386},
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},
title = {Estimating Posterior Ratio for Classification: Transfer Learning from
Probabilistic Perspective},
booktitle = {{SDM}},
pages = {747--755},
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},
title = {Learning Linear Dynamical Systems from Multivariate Time Series: {A}
Matrix Factorization Based Framework},
booktitle = {{SDM}},
pages = {810--818},
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},
title = {Online Sparse Passive Aggressive Learning with Kernels},
booktitle = {{SDM}},
pages = {675--683},
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},
title = {Spatio-Temporal Tensor Analysis for Whole-Brain fMRI Classification},
booktitle = {{SDM}},
pages = {819--827},
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},
title = {Modelling Recurrent Events for Improving Online Change Detection},
booktitle = {{SDM}},
pages = {549--557},
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},
title = {A Unified View of Localized Kernel Learning},
booktitle = {{SDM}},
pages = {252--260},
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},
title = {Online Prediction of User Actions through an Ensemble Vote from Vector
Representation and Frequency Analysis Models},
booktitle = {{SDM}},
pages = {90--98},
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},
title = {Online Clustering of Multivariate Time-series},
booktitle = {{SDM}},
pages = {360--368},
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},
title = {Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation},
booktitle = {{SDM}},
pages = {261--269},
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},
title = {Universal Dependency Analysis},
booktitle = {{SDM}},
pages = {792--800},
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},
title = {Process Trace Clustering: {A} Heterogeneous Information Network Approach},
booktitle = {{SDM}},
pages = {279--287},
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},
title = {Flexibly Mining Better Subgroups},
booktitle = {{SDM}},
pages = {585--593},
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},
title = {Linear-time Detection of Non-linear Changes in Massively High Dimensional
Time Series},
booktitle = {{SDM}},
pages = {828--836},
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},
title = {{ADMM} for Training Sparse Structural SVMs with Augmented \emph{{\(\mathscr{l}\)}}\({}_{\mbox{1}}\)
Regularizers},
booktitle = {{SDM}},
pages = {684--692},
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},
title = {Automatic Unsupervised Tensor Mining with Quality Assessment},
booktitle = {{SDM}},
pages = {711--719},
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},
title = {Deterministic Column Sampling for Low-Rank Matrix Approximation: Nystr{\"{o}}m
vs. Incomplete Cholesky Decomposition},
booktitle = {{SDM}},
pages = {594--602},
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},
title = {Scalable Anomaly Ranking of Attributed Neighborhoods},
booktitle = {{SDM}},
pages = {207--215},
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},
title = {On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms,
and Discoveries},
booktitle = {{SDM}},
pages = {783--791},
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},
title = {Structured Regression on Multilayer Networks},
booktitle = {{SDM}},
pages = {612--620},
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},
title = {Routine Mining Based Anomaly Detection in Mobile Phone Data},
booktitle = {{SDM}},
pages = {180--188},
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},
title = {Constrained Group Testing to Predict Binding Response of Candidate
Compounds},
booktitle = {{SDM}},
pages = {756--764},
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},
title = {Unstable Communities in Network Ensembles},
booktitle = {{SDM}},
pages = {504--512},
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},
title = {FairPlay: Fraud and Malware Detection in Google Play},
booktitle = {{SDM}},
pages = {99--107},
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},
title = {A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based
Approximations},
booktitle = {{SDM}},
pages = {189--197},
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},
title = {Collective Opinion Spam Detection using Active Inference},
booktitle = {{SDM}},
pages = {630--638},
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},
title = {Geometric methods to accelerate \emph{k}-means algorithms},
booktitle = {{SDM}},
pages = {324--332},
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},
title = {Finding Surprisingly Frequent Patterns of Variable Lengths in Sequence
Data},
booktitle = {{SDM}},
pages = {27--35},
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},
title = {Temporal Kernel Descriptors for Learning with Time-sensitive Patterns},
booktitle = {{SDM}},
pages = {540--548},
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},
title = {Stochastic Co-clustering for Document-Term Data},
booktitle = {{SDM}},
pages = {306--314},
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},
title = {{LODES:} Local Density Meets Spectral Outlier Detection},
booktitle = {{SDM}},
pages = {171--179},
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},
title = {On finding the maximum edge biclique in a bipartite graph: a subspace
clustering approach},
booktitle = {{SDM}},
pages = {315--323},
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},
title = {{MACFP:} Maximal Approximate Consecutive Frequent Pattern Mining under
Edit Distance},
booktitle = {{SDM}},
pages = {558--566},
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},
title = {Discriminative Training of Structured Dictionaries via Block Orthogonal
Matching Pursuit},
booktitle = {{SDM}},
pages = {243--251},
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},
title = {DPClass: An Effective but Concise Discriminative Patterns-Based Classification
Framework},
booktitle = {{SDM}},
pages = {567--575},
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},
title = {Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation},
booktitle = {{SDM}},
pages = {837--845},
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},
title = {\emph{Halite\({}_{\mbox{ds}}\)}: Fast and Scalable Subspace Clustering
for Multidimensional Data Streams},
booktitle = {{SDM}},
pages = {351--359},
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},
title = {A Fast Kernel for Attributed Graphs},
booktitle = {{SDM}},
pages = {486--494},
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},
title = {High Dimensional Structured Estimation with Noisy Designs},
booktitle = {{SDM}},
pages = {801--809},
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},
title = {Structural Orthogonal Procrustes Regression for Face Recognition with
Pose Variations and Misalignment},
booktitle = {{SDM}},
pages = {693--701},
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},
title = {Node Classification in Signed Social Networks},
booktitle = {{SDM}},
pages = {54--62},
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},
title = {Differentially Private Significance Testing on Paired-Sample Data},
booktitle = {{SDM}},
pages = {153--161},
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},
title = {Copula-HDP-HMM: Non-parametric Modeling of Temporal Multivariate Data
for {I/O} Efficient Bulk Cache Preloading},
booktitle = {{SDM}},
pages = {774--782},
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},
title = {Clustering in the Face of Fast Changing Streams},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Learning {A} Task-Specific Deep Architecture For Clustering},
booktitle = {{SDM}},
pages = {369--377},
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},
title = {RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information
Networks},
booktitle = {{SDM}},
pages = {621--629},
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},
title = {Nonlinear Joint Unsupervised Feature Selection},
booktitle = {{SDM}},
pages = {414--422},
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,
title = {Front Matter},
booktitle = {{SDM}},
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,
title = {Back Matter},
booktitle = {{SDM}},
pages = {864--867},
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},
title = {Cost-Sensitive Batch Mode Active Learning: Designing Astronomical
Observation by Optimizing Telescope Time and Telescope Choice},
booktitle = {{SDM}},
pages = {477--485},
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},
title = {Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty
Reduction},
booktitle = {{SDM}},
pages = {648--656},
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},
title = {Synergies that Matter: Efficient Interaction Selection via Sparse
Factorization Machine},
booktitle = {{SDM}},
pages = {108--116},
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},
title = {GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location
Prediction},
booktitle = {{SDM}},
pages = {657--665},
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},
title = {{CAMLP:} Confidence-Aware Modulated Label Propagation},
booktitle = {{SDM}},
pages = {513--521},
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},
title = {Learning Correlative and Personalized Structure for Online Multi-Task
Classification},
booktitle = {{SDM}},
pages = {666--674},
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},
title = {The Impact of Community Safety on House Ranking},
booktitle = {{SDM}},
pages = {459--467},
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},
title = {Identifying Connectivity Patterns for Brain Diseases via Multi-side-view
Guided Deep Architectures},
booktitle = {{SDM}},
pages = {36--44},
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},
title = {Near-separable Non-negative Matrix Factorization with {\(\mathscr{l}\)}\({}_{\mbox{1}}\)
and Bregman Loss Functions},
booktitle = {{SDM}},
pages = {343--351},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.39},
doi = {10.1137/1.9781611974010.39},
timestamp = {Wed, 17 May 2017 01:00:00 +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},
title = {{POLYGLOT-NER:} Massive Multilingual Named Entity Recognition},
booktitle = {{SDM}},
pages = {586--594},
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},
title = {An {ADMM} Algorithm for Clustering Partially Observed Networks},
booktitle = {{SDM}},
pages = {460--468},
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},
title = {Estimating Ad Impact on Clicker Conversions for Causal Attribution:
{A} Potential Outcomes Approach},
booktitle = {{SDM}},
pages = {640--648},
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},
title = {A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse
Learning},
booktitle = {{SDM}},
pages = {478--486},
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},
title = {Tensor Spectral Clustering for Partitioning Higher-order Network Structures},
booktitle = {{SDM}},
pages = {118--126},
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},
title = {Fast Mining of a Network of Coevolving Time Series},
booktitle = {{SDM}},
pages = {298--306},
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},
title = {Mobile App Security Risk Assessment: {A} Crowdsourcing Ranking Approach
from User Comments},
booktitle = {{SDM}},
pages = {658--666},
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},
title = {Shapelet Ensemble for Multi-dimensional Time Series},
booktitle = {{SDM}},
pages = {307--315},
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},
title = {Where Graph Topology Matters: The Robust Subgraph Problem},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson
Model},
booktitle = {{SDM}},
pages = {424--432},
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},
title = {On Influential Nodes Tracking in Dynamic Social Networks},
booktitle = {{SDM}},
pages = {613--621},
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},
title = {Fast Eigen-Functions Tracking on Dynamic Graphs},
booktitle = {{SDM}},
pages = {559--567},
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},
title = {Selecting Social Media Responses to News: {A} Convex Framework Based
On Data Reconstruction},
booktitle = {{SDM}},
pages = {541--549},
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},
title = {Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous
Information},
booktitle = {{SDM}},
pages = {361--369},
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},
title = {Labeling Educational Content with Academic Learning Standards},
booktitle = {{SDM}},
pages = {136--144},
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},
title = {Learning Stroke Treatment Progression Models for an {MDP} Clinical
Decision Support System},
booktitle = {{SDM}},
pages = {676--684},
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},
title = {Attacking {DBSCAN} for Fun and Profit},
booktitle = {{SDM}},
pages = {235--243},
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},
title = {OnlineCM: Real-time Consensus Classification with Missing Values},
booktitle = {{SDM}},
pages = {685--693},
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},
title = {A Divide-and-Conquer Algorithm for Betweenness Centrality},
booktitle = {{SDM}},
pages = {433--441},
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},
title = {Active Multi-task Learning via Bandits},
booktitle = {{SDM}},
pages = {505--513},
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},
title = {Low Rank Representation on Riemannian Manifold of Symmetric Positive
Definite Matrices},
booktitle = {{SDM}},
pages = {316--324},
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},
title = {Data mining for real mining: {A} robust algorithm for prospectivity
mapping with uncertainties},
booktitle = {{SDM}},
pages = {145--153},
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},
title = {What shall {I} share and with Whom? - {A} Multi-Task Learning Formulation
using Multi-Faceted Task Relationships},
booktitle = {{SDM}},
pages = {703--711},
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},
title = {Efficient Online Relative Comparison Kernel Learning},
booktitle = {{SDM}},
pages = {271--279},
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},
title = {A Generalized Mixture Framework for Multi-label Classification},
booktitle = {{SDM}},
pages = {712--720},
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},
title = {Frameworks to Encode User Preferences for Inferring Topic-sensitive
Information Networks},
booktitle = {{SDM}},
pages = {442--450},
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},
title = {Principled Neuro-Functional Connectivity Discovery},
booktitle = {{SDM}},
pages = {631--639},
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},
title = {Optimizing Hashing Functions for Similarity Indexing in Arbitrary
Metric and Nonmetric Spaces},
booktitle = {{SDM}},
pages = {828--836},
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},
title = {Online Resource Allocation with Structured Diversification},
booktitle = {{SDM}},
pages = {595--603},
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},
title = {Hierarchical Active Transfer Learning},
booktitle = {{SDM}},
pages = {514--522},
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},
title = {Getting to Know the Unknown Unknowns: Destructive-Noise Resistant
Boolean Matrix Factorization},
booktitle = {{SDM}},
pages = {325--333},
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},
title = {Ensemble Learning Methods for Binary Classification with Multi-modality
within the Classes},
booktitle = {{SDM}},
pages = {730--738},
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},
title = {Towards Permission Request Prediction on Mobile Apps via Structure
Feature Learning},
booktitle = {{SDM}},
pages = {604--612},
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},
title = {Exceptional Model Mining with Tree-Constrained Gradient Ascent},
booktitle = {{SDM}},
pages = {487--495},
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},
title = {A Framework for Simplifying Trip Data into Networks via Coupled Matrix
Factorization},
booktitle = {{SDM}},
pages = {739--747},
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},
title = {A Bayesian Framework for Modeling Human Evaluations},
booktitle = {{SDM}},
pages = {181--189},
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},
title = {{MET:} {A} Fast Algorithm for Minimizing Propagation in Large Graphs
with Small Eigen-Gaps},
booktitle = {{SDM}},
pages = {694--702},
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},
title = {Learning Compressive Sensing Models for Big Spatio-Temporal Data},
booktitle = {{SDM}},
pages = {667--675},
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},
title = {Same bang, fewer bucks: efficient discovery of the cost-influence
skyline},
booktitle = {{SDM}},
pages = {19--27},
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},
title = {Functional Node Detection on Linked Data},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Multi-View Low-Rank Analysis for Outlier Detection},
booktitle = {{SDM}},
pages = {748--756},
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},
title = {\emph{Cheetah}: Fast Graph Kernel Tracking on Dynamic Graphs},
booktitle = {{SDM}},
pages = {280--288},
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},
title = {{REAFUM:} Representative Approximate Frequent Subgraph Mining},
booktitle = {{SDM}},
pages = {757--765},
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},
title = {Tracking Events Using Time-dependent Hierarchical Dirichlet Tree Model},
booktitle = {{SDM}},
pages = {550--558},
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},
title = {Personalized {TV} Recommendation with Mixture Probabilistic Matrix
Factorization},
booktitle = {{SDM}},
pages = {352--360},
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},
title = {Domain-Knowledge Driven Cognitive Degradation Modeling for Alzheimer's
Disease},
booktitle = {{SDM}},
pages = {721--729},
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},
title = {Result Integrity Verification of Outsourced Privacy-preserving Frequent
Itemset Mining},
booktitle = {{SDM}},
pages = {244--252},
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},
title = {{GIN:} {A} Clustering Model for Capturing Dual Heterogeneity in Networked
Data},
booktitle = {{SDM}},
pages = {388--396},
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},
title = {{DIAS:} {A} Disassemble-Assemble Framework for Highly Sparse Text
Clustering},
booktitle = {{SDM}},
pages = {766--774},
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},
title = {Modeling Users' Adoption Behaviors with Social Selection and Influence},
booktitle = {{SDM}},
pages = {253--261},
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},
title = {Optimal event sequence sanitization},
booktitle = {{SDM}},
pages = {775--783},
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},
title = {Predicting Neighbor Distribution in Heterogeneous Information Networks},
booktitle = {{SDM}},
pages = {784--791},
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},
title = {SimplePPT: {A} Simple Principal Tree Algorithm},
booktitle = {{SDM}},
pages = {792--800},
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},
title = {Vertex Clustering of Augmented Graph Streams},
booktitle = {{SDM}},
pages = {109--117},
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},
title = {Cross-Modal Retrieval: {A} Pairwise Classification Approach},
booktitle = {{SDM}},
pages = {199--207},
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},
title = {Temporally Coherent {CRP:} {A} Bayesian Non-Parametric Approach for
Clustering Tracklets with applications to Person Discovery in Videos},
booktitle = {{SDM}},
pages = {801--809},
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},
title = {Correlating Surgical Vital Sign Quality with 30-Day Outcomes using
Regression on Time Series Segment Features},
booktitle = {{SDM}},
pages = {810--818},
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},
title = {Binary Classifier Calibration Using a Bayesian Non-Parametric Approach},
booktitle = {{SDM}},
pages = {208--216},
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},
title = {Multi-Layered Framework for Modeling Relationships between Biased
Objects},
booktitle = {{SDM}},
pages = {819--827},
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},
title = {SpecLDA: Modeling Product Reviews and Specifications to Generate Augmented
Specifications},
booktitle = {{SDM}},
pages = {837--845},
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},
title = {Selecting Shortcuts for a Smaller World},
booktitle = {{SDM}},
pages = {28--36},
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},
title = {Scaling log-linear analysis to datasets with thousands of variables},
booktitle = {{SDM}},
pages = {469--477},
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},
title = {Mining Multi-Relational Gradual Patterns},
booktitle = {{SDM}},
pages = {846--854},
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},
title = {Modeling User Arguments, Interactions, and Attributes for Stance Prediction
in Online Debate Forums},
booktitle = {{SDM}},
pages = {855--863},
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},
title = {Less is More: Building Selective Anomaly Ensembles with Application
to Event Detection in Temporal Graphs},
booktitle = {{SDM}},
pages = {622--630},
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},
title = {SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data
Sources},
booktitle = {{SDM}},
pages = {379--387},
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},
title = {Approximation Algorithms for Reducing the Spectral Radius to Control
Epidemic Spread},
booktitle = {{SDM}},
pages = {568--576},
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},
title = {Predicting Preference Tags to Improve Item Recommendation},
booktitle = {{SDM}},
pages = {864--872},
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},
title = {Efficient Algorithms for a Robust Modularity-Driven Clustering of
Attributed Graphs},
booktitle = {{SDM}},
pages = {100--108},
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},
title = {Feature-based factorized Bilinear Similarity Model for Cold-Start
Top-\emph{n} Item Recommendation},
booktitle = {{SDM}},
pages = {190--198},
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},
title = {On the Non-Trivial Generalization of Dynamic Time Warping to the Multi-Dimensional
Case},
booktitle = {{SDM}},
pages = {289--297},
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},
title = {Data Stream Classification Guided by Clustering on Nonstationary Environments
and Extreme Verification Latency},
booktitle = {{SDM}},
pages = {873--881},
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},
title = {Semi-supervised learning for structured regression on partially observed
attributed graphs},
booktitle = {{SDM}},
pages = {217--225},
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},
title = {Rare Class Detection in Networks},
booktitle = {{SDM}},
pages = {406--414},
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},
title = {{PLUMS:} Predicting Links Using Multiple Sources},
booktitle = {{SDM}},
pages = {370--378},
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},
title = {Significant Subgraph Mining with Multiple Testing Correction},
booktitle = {{SDM}},
pages = {37--45},
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},
title = {Feature Selection for Nonlinear Regression and its Application to
Cancer Research},
booktitle = {{SDM}},
pages = {73--81},
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},
title = {Hidden Hazards: Finding Missing Nodes in Large Graph Epidemics},
booktitle = {{SDM}},
pages = {415--423},
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},
title = {Propagation-based Sentiment Analysis for Microblogging Data},
booktitle = {{SDM}},
pages = {577--585},
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},
title = {Mining Block {I/O} Traces for Cache Preloading with Sparse Temporal
Non-parametric Mixture of Multivariate Poisson},
booktitle = {{SDM}},
pages = {882--890},
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},
title = {Taming the Empirical Hubness Risk in Many Dimensions},
booktitle = {{SDM}},
pages = {891--899},
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},
title = {NetCodec: Community Detection from Individual Activities},
booktitle = {{SDM}},
pages = {91--99},
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},
title = {Towards Classification of Social Streams},
booktitle = {{SDM}},
pages = {649--657},
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},
title = {Scalable Clustering of Time Series with U-Shapelets},
booktitle = {{SDM}},
pages = {900--908},
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},
title = {Causal Inference by Direction of Information},
booktitle = {{SDM}},
pages = {909--917},
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},
title = {Graph Regularized Meta-path Based Transductive Regression in Heterogeneous
Information Network},
booktitle = {{SDM}},
pages = {918--926},
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},
title = {Localizing Temporal Anomalies in Large Evolving Graphs},
booktitle = {{SDM}},
pages = {927--935},
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},
title = {A Multi-label Least-Squares Hashing For Scalable Image Search},
booktitle = {{SDM}},
pages = {954--962},
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},
title = {Health Insurance Market Risk Assessment: Covariate Shift and k-Anonymity},
booktitle = {{SDM}},
pages = {226--234},
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},
title = {Efficient Partial Order Preserving Unsupervised Feature Selection
on Networks},
booktitle = {{SDM}},
pages = {82--90},
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},
title = {Non-exhaustive, Overlapping \emph{k}-means},
booktitle = {{SDM}},
pages = {936--944},
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},
title = {Product Adoption Rate Prediction: {A} Multi-factor View},
booktitle = {{SDM}},
pages = {154--162},
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},
title = {Festival, Date and Limit Line: Predicting Vehicle Accident Rate in
Beijing},
booktitle = {{SDM}},
pages = {945--953},
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,
title = {Front Matter},
booktitle = {{SDM}},
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,
title = {Back Matter},
booktitle = {{SDM}},
pages = {972--976},
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},
title = {Believe It Today or Tomorrow? Detecting Untrustworthy Information
from Dynamic Multi-Source Data},
booktitle = {{SDM}},
pages = {397--405},
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},
title = {Combating Product Review Spam Campaigns via Multiple Heterogeneous
Pairwise Features},
booktitle = {{SDM}},
pages = {172--180},
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},
title = {{FORMULA:} FactORized MUlti-task LeArning for task discovery in personalized
medical models},
booktitle = {{SDM}},
pages = {496--504},
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},
title = {Exploring the Impact of Dynamic Mutual Influence on Social Event Participation},
booktitle = {{SDM}},
pages = {262--270},
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},
title = {Faster Jobs in Distributed Data Processing using Multi-Task Learning},
booktitle = {{SDM}},
pages = {532--540},
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},
title = {Learning Complex Rare Categories with Dual Heterogeneity},
booktitle = {{SDM}},
pages = {523--531},
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},
title = {Convex Matrix Completion: {A} Trace-Ball Optimization Perspective},
booktitle = {{SDM}},
pages = {334--342},
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},
title = {Dropout Training of Matrix Factorization and Autoencoder for Link
Prediction in Sparse Graphs},
booktitle = {{SDM}},
pages = {451--459},
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},
title = {PatentCom: {A} Comparative View of Patent Document Retrieval},
booktitle = {{SDM}},
pages = {163--171},
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},
title = {From Categorical to Numerical: Multiple Transitive Distance Learning
and Embedding},
booktitle = {{SDM}},
pages = {46--54},
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},
title = {Community Detection for Emerging Networks},
booktitle = {{SDM}},
pages = {127--135},
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},
title = {Spatiotemporal Event Forecasting in Social Media},
booktitle = {{SDM}},
pages = {963--971},
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},
title = {Spectral Embedding of Signed Networks},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {An {LLE} based Heterogeneous Metric Learning for Cross-media Retrieval},
booktitle = {{SDM}},
pages = {64--72},
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},
title = {Active Multitask Learning Using Both Latent and Supervised Shared
Topics},
booktitle = {{SDM}},
pages = {190--198},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.22},
doi = {10.1137/1.9781611973440.22},
timestamp = {Wed, 17 May 2017 01:00:00 +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},
title = {{AUC} dominant unsupervised ensemble of binary classifiers},
booktitle = {{SDM}},
pages = {271--279},
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},
title = {Multi-Task Clustering using Constrained Symmetric Non-Negative Matrix
Factorization},
booktitle = {{SDM}},
pages = {785--793},
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},
title = {Discovering Groups of Time Series with Similar Behavior in Multiple
Small Intervals of Time},
booktitle = {{SDM}},
pages = {1001--1009},
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},
title = {Improving Credit Card Fraud Detection with Calibrated Probabilities},
booktitle = {{SDM}},
pages = {677--685},
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},
title = {Influence Maximization with Viral Product Design},
booktitle = {{SDM}},
pages = {55--63},
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},
title = {To Sample or To Smash? Estimating reachability in large time-varying
graphs},
booktitle = {{SDM}},
pages = {983--991},
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},
title = {Building associations between markers of environmental stressors and
adverse human health impacts using frequent itemset mining},
booktitle = {{SDM}},
pages = {551--559},
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},
title = {Characterising Seismic Data},
booktitle = {{SDM}},
pages = {884--892},
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},
title = {FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop},
booktitle = {{SDM}},
pages = {109--117},
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},
title = {Submodularity in Team Formation Problem},
booktitle = {{SDM}},
pages = {893--901},
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},
title = {Class Augmented Active Learning},
booktitle = {{SDM}},
pages = {1--9},
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},
title = {Forecasting a Moving Target: Ensemble Models for {ILI} Case Count
Predictions},
booktitle = {{SDM}},
pages = {262--270},
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},
title = {Make It or Break It: Manipulating Robustness in Large Networks},
booktitle = {{SDM}},
pages = {325--333},
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},
title = {Online Discovery of Group Level Events in Time Series},
booktitle = {{SDM}},
pages = {632--640},
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},
title = {A Marginalized Denoising Method for Link Prediction in Relational
Data},
booktitle = {{SDM}},
pages = {298--306},
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},
title = {Batch Mode Active Learning with Hierarchical-Structured Embedded Variance},
booktitle = {{SDM}},
pages = {10--18},
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},
title = {Context-Preserving Hashing for Fast Text Classification},
booktitle = {{SDM}},
pages = {100--108},
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},
title = {Frugal Traffic Monitoring with Autonomous Participatory Sensing},
booktitle = {{SDM}},
pages = {1019--1027},
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},
title = {Relational Regularization and Feature Ranking},
booktitle = {{SDM}},
pages = {650--658},
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},
title = {Automatic Construction and Ranking of Topical Keyphrases on Collections
of Short Documents},
booktitle = {{SDM}},
pages = {398--406},
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},
title = {Predictive Learning in the Presence of Heterogeneity and Limited Training
Data},
booktitle = {{SDM}},
pages = {253--261},
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},
title = {Mining Interpretable and Predictive Diagnosis Codes from Multi-source
Electronic Health Records},
booktitle = {{SDM}},
pages = {1055--1063},
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},
title = {Online Matrix Completion Through Nuclear Norm Regularisation},
booktitle = {{SDM}},
pages = {623--631},
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},
title = {Recurrent Chinese Restaurant Process with a Duration-based Discount
for Event Identification from Twitter},
booktitle = {{SDM}},
pages = {388--397},
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},
title = {Embed and Conquer: Scalable Embeddings for Kernel \emph{k}-Means on
MapReduce},
booktitle = {{SDM}},
pages = {425--433},
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},
title = {Classifier-Adjusted Density Estimation for Anomaly Detection and One-Class
Classification},
booktitle = {{SDM}},
pages = {578--586},
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},
title = {User Preference Learning with Multiple Information Fusion for Restaurant
Recommendation},
booktitle = {{SDM}},
pages = {470--478},
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},
title = {Online Anomaly Detection by Improved Grammar Compression of Log Sequences},
booktitle = {{SDM}},
pages = {911--919},
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},
title = {Triangle counting in streamed graphs via small vertex covers},
booktitle = {{SDM}},
pages = {352--360},
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},
title = {Quantifying trust dynamics in signed graphs, the S-Cores approach},
booktitle = {{SDM}},
pages = {668--676},
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},
title = {Extracting Researcher Metadata with Labeled Features},
booktitle = {{SDM}},
pages = {740--748},
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},
title = {Unveiling Variables in Systems of Linear Equations},
booktitle = {{SDM}},
pages = {145--153},
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},
title = {On Finding the Point Where There Is No Return: Turning Point Mining
on Game Data},
booktitle = {{SDM}},
pages = {956--964},
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},
title = {Local Learning for Mining Outlier Subgraphs from Network Datasets},
booktitle = {{SDM}},
pages = {73--81},
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},
title = {Keeping up with Innovation: {A} Predictive Framework for Modeling
Healthcare Data with Evolving Clinical Interventions},
booktitle = {{SDM}},
pages = {235--243},
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},
title = {Memory-efficient Query-driven Community Detection with Application
to Complex Disease Associations},
booktitle = {{SDM}},
pages = {1010--1018},
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},
title = {Unsupervised Feature Learning by Deep Sparse Coding},
booktitle = {{SDM}},
pages = {902--910},
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},
title = {DuSK: {A} Dual Structure-preserving Kernel for Supervised Tensor Learning
with Applications to Neuroimages},
booktitle = {{SDM}},
pages = {127--135},
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},
title = {Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning},
booktitle = {{SDM}},
pages = {181--189},
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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