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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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