| Full/Half day | Title | Organizers |
| Full | Workshop 1: Workshop on Outlier Definition, Detection, and Description (ODDx3) |
Leman Akoglu (SUNY Stony Brook), Sanjay Chawla (University of Sydney), Emmanuel Müller (Karlsruhe Institute of Technology), Ted E. Senator (Leidos) |
| Half | Workshop 2: The 2nd International Workshop on Data Mining for Brain Science (BrainKDD) |
Michael Hawrylycz (Allen Institute for Brain Science), Shuiwang Ji (Old Dominion University), Hanchuan Peng (Allen Institute for Brain Science) |
| Half | Workshop 3: Workshop on Learning from Small Sample Sizes |
Bob Durrant (University of Waikato), Alain C. Vandal (Auckland University of Tech. & Ko Awatea, Counties Manukau Health) |
| Half | Workshop 4: Workshop on Connected Health at Big Data Era (BigCHat) |
Fei Wang (UConn), Hanghang Tong (ASU), Munmun De Choudhury (Georgia Tech), Zoran Obradovic (Temple University) |
| Half | Workshop 5: Workshop on High Performance Graph Mining |
Toyotaro Suzumura (IBM Research & University College Dublin), Ulises Cortés (Universitat Politecnica de Catalunya & Barcelona Tech), Dario Garcia-Gasulla (Barcelona Supercomputing Center) |
| Half | Workshop 6: Workshop on Mining and Learning from Time Series (MiLeTS) |
Eamonn Keogh (UC Riverside), Yan Liu (USC), Abdullah Mueen (University of New Mexico), David Kale (USC) |
| Full | Workshop 7: Workshop on Interactive Data Exploration and Analytics (IDEA) |
Duen Horng "Polo" Chau (Georgia Tech), Jilles Vreeken (Max Planck Institute for Informatics & Saarland University), Matthijs van Leeuwen (KU Leuven), Dafna Shahaf (Microsoft Research), Christos Faloutsos (CMU) |
| Half | Workshop 8: Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM) |
Yongzheng "Tiger" Zhang (LinkedIn), Erik Cambria (Nanyang Technological University), Yunqing Xia (Tsinghua University), Bing Liu (University of Illinois at Chicago) |
| Full | Workshop 9: Workshop on Large-Scale Sports Analytics |
Patrick Lucey (Disney Research), Yisong Yue (Cal Tech), Jenna Wiens (University of Michigan), Stuart Morgan (Australian Institute of Sport) |
| Full | Workshop 10: The 14th International Workshop on Data Mining in Bioinformatics (BIOKDD) |
Sara C. Madeira (Universidade de Lisboa), Jieping Ye (University of Michigan), Mohammed J. Zaki (RPI), Jake Y. Chen (Indiana University-Purdue University, Indianapolis) |
| Full | Workshop 11: The 1st International Workshop on Population Informatics for Big Data (PopInfo) |
Peter Christen (ANU), Erhard Rahm (University of Leipzig), Qing Wang (ANU), Dinusha Vatsalan (ANU) |
| Full | Workshop 12: The 4th International Workshop on Urban Computing |
Yu Zheng (Microsoft Research), Steve Koonin (NYU CUSP), Fang Chen (NICTA), Qiang Yang (Hong Kong University of Science and Technology), Ouri Wolfson (UIUC & University of Illinois at Chicago) |
| Full | Workshop 13: Workshop on Social Recommender Systems (SRS) |
Jian Wang (LinkedIn), Ido Guy (Yahoo Labs), Li Chen (Hong Kong Baptist University), Luiz Pizzato (1Page Limited) |
| Full | Workshop 14: The 4nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications (BigMine) |
Wei Fan (Baidu Research), Albert Bifet (Huawei Noah’s Ark Lab), Qiang Yang (Hong Kong University of Science and Technology), Philip Yu (University of Illinois at Chicago) |
| Full | Workshop 15: KDD CUP 2015 - Predicting dropouts in MOOC |
SIGKDD, Jie Tang (Tsinghua University), Ron Bekkerman (University of Haifa) |