At-a-Glance Schedule

Society for Industrial and Applied Mathematics 3600 Market Street, 6th Floor Philadelphia, PA 19104-2688 U.S. Telephone: +1-215-382-9800 Fax: +1-215-386-7999 Conference E-mail: [email protected] • Conference Web: www.siam.org/meetings/ Membership and Customer Service: (800) 447-7426 (U.S. & Canada) or +1-215-382-9800 (worldwide) https://www.siam.org/conferences/CM/Main/sdm19 2 SIAM International Conference on Data Mining

Wednesday, May 1 Thursday, May 2 Thursday, May 2

5:00 p.m. - 7:00 p.m. 7:00 a.m. - 5:30 p.m. 1:15 p.m. - 2:15 p.m. Registration Registration IP2 Beyond Prediction on Big Data: Interpretable Grand Foyer Grand Foyer Models for Complex Time Series Emily Fox, University of Washington, U.S. 7:30 a.m. - 8:00 a.m. Imperial 4, 6 & 8 Continental Breakfast Grand Foyer 2:15 p.m. - 2:45 p.m. Coffee Break 8:00 a.m. - 8:15 a.m. Grand Foyer Announcements Imperial 4, 6 & 8 2:45 p.m. - 4:45 p.m. Concurrent Sessions 8:15 a.m. - 9:15 a.m. MT2 Taming Social Bots: Detection, Exploration IP1 Dynamic Clustering Algorithms for Point Sets and Measurement and Graphs Imperial 1 Monika Henzinger, University of Vienna, Austria CP3 Sequences, Patterns and Rules Imperial 4, 6 & 8 Imperial 2 & 3 CP4 Probabilistic and Statistical Models 9:15 a.m. - 9:45 a.m. Imperial 5 & 7 Coffee Break Workshop 1: A Simulcast Workshop on Data Grand Foyer Mining In/For Africa, continued Imperial 9 9:45 a.m. - 11:45 a.m. Concurrent Sessions 4:45 p.m. - 5:00 p.m. MT1 Analysis of Complex Rare Categories Organizational Break Imperial 1 CP1 Classification I 5:00 p.m. - 7:00 p.m. Imperial 2 & 3 Concurrent Sessions CP2 Spatial/Temporal Data I MT3 Large-scale Spatiotemporal Analysis using Imperial 5 & 7 Tensor Factorization Workshop 1: A Simulcast Workshop on Data Imperial 1 Mining In/For Africa CP5 Text, Web, Social Media Imperial 9 Imperial 2 & 3 CP6 Classification II 11:45 a.m. - 1:15 p.m. Imperial 5 & 7 Lunch Break Attendees on their own 7:00 p.m. - 9:00 p.m. Welcome Reception and Poster Session I Grand Foyer Key to abbreviations and symbols

MT = Tutorial

IP = Invited Plenary Speaker

CP = Contributed Presentation

= Business Meeting

= Poster Session

= Coffee Break

` = Refreshments Served

= Continental Breakfast SIAM International Conference on Data Mining 3

Friday, May 3 Friday, May 3 Saturday, May 4

7:30 a.m. - 8:00 a.m. 3:30 p.m. - 5:10 p.m. 9:30 a.m. - 12:15 p.m. Continental Breakfast Concurrent Sessions CP13 Deep Learning II Grand Foyer CP11 Deep Learning I Imperial 9 Imperial 2 & 3 7:30 a.m. - 4:00 p.m. CP12 Anomaly and Outlier Detection 9:30 a.m. - 5:45 p.m. Registration Imperial 5 & 7 Concurrent Sessions Grand Foyer Workshop 2: Deep Learning for Graph 5:10 p.m. - 6:30 p.m. Imperial 1 8:00 a.m. - 8:15 a.m. Dinner Break Workshop 3: Evaluation and Experimental Design Announcements Attendees on their own in Data Mining and Machine Learning (EDML) Imperial 4, 6 & 8 Imperial 2 6:30 p.m. - 7:00 p.m. Workshop 4: FEND: Data Mining for FakE News 8:15 a.m. - 9:15 a.m. Award Ceremony and SIAG/DMA in Social Media: Propagation, Detection and IP3 Trustworthy and Ethically Aligned AI Business Meeting Mitigation Francesca Rossi, IBM T.J. Watson Research Center, Complimentary beer and wine will be served. Imperial 3 U.S. Imperial 4, 6 & 8 Workshop 5: Machine Learning Methods for Imperial 4, 6 & 8 Recommender Systems 7:00 p.m. - 9:00 p.m. Imperial 5 9:15 a.m. - 9:45 a.m. Doctoral Forum and Poster Session II Coffee Break Grand Foyer 12:15 p.m. - 1:30 p.m. Grand Foyer Lunch Break Attendees on their own 9:45 a.m. - 11:45 a.m. Concurrent Sessions Saturday, May 4 1:30 p.m. - 3:30 p.m. MT4 Nonconvex Optimization for Knowledge CP14 Matrices and Tensors Discovery and Data Mining Imperial 9 7:30 a.m. - 8:00 a.m. Imperial 1 Continental Breakfast CP7 Graphs 3:15 p.m. - 3:45 p.m. Grand Foyer Imperial 2 & 3 Coffee Break CP8 Unsupervised Learning Grand Foyer 7:30 a.m. - 4:00 p.m. Imperial 5 & 7 Registration 3:45 p.m. - 5:45 p.m. Grand Foyer 11:45 a.m. - 1:15 p.m. CP15 Human Behaviors and Factors Lunch Break Imperial 9 7:55 a.m. - 8:00 a.m. Attendees on their own Closing Remarks Imperial 4, 6 & 8 1:15 p.m. - 3:15 p.m. Concurrent Sessions 8:00 a.m. - 9:00 a.m. MT5 Graph Metric Spaces IP4 What Can Networks Do for Campaigns? Imperial 1 Laks V. S. Lakshmanan, University of British CP9 Learning (Misc.) Columbia, Canada Imperial 2 & 3 Imperial 4, 6 & 8 CP10 Spatial/Temporal Data II Imperial 5 & 7 9:00 a.m. - 9:30 a.m. 3:15 p.m. - 3:30 p.m. Coffee Break Grand Foyer Coffee Break Grand Foyer

3:30 p.m. - 4:30 p.m. MT5 Graph Metric Spaces, continued Imperial 1 Hyatt Regency Calgary

Floor Plan