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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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