| 2015 | Adaptive Heterogeneous Ensemble Learning Using the Context of Test Instances. | Anuj Karpatne, Vipin Kumar |
| 2015 | Robust PCA Via Nonconvex Rank Approximation. | Zhao Kang, Chong Peng, Qiang Cheng |
| 2015 | A Stochastic Game Theoretic Model for Expanding ATM Services. | Raja Rathnam Naidu Kanapaka, Raghu-Kisore Neelisetti |
| 2015 | Specialist Experts for Prediction with Side Information. | Yuri Kalnishkan, Dmitry Adamskiy, Alexey V. Chernov, Tim Scarfe |
| 2015 | Traveling Salesman in Reverse: Conditional Markov Entropy for Trajectory Segmentation. | Mohamed Kafsi, Matthias Grossglauser, Patrick Thiran |
| 2015 | Detecting Multipliers of Jihadism on Twitter. | Lisa Kaati, Enghin Omer, Nico Prucha, Amendra Shrestha |
| 2015 | A General Suspiciousness Metric for Dense Blocks in Multimodal Data. | Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos |
| 2015 | Learning Spatial Decision Trees for Land Cover Mapping. | Zhe Jiang |
| 2015 | TeGViz: Distributed Tera-Scale Graph Generation and Visualization. | Byungsoo Jeon, Inah Jeon, U Kang |
| 2015 | OLLDA: A Supervised and Dynamic Topic Mining Framework in Twitter. | Shatha Jaradat, Nima Dokoohaki, Mihhail Matskin |
| 2015 | Flood Prediction and Mining Influential Spatial Features on Future Flood with Causal Discovery. | Piraporn Jangyodsuk, Dong-Jun Seo, Ramez Elmasri, Jean Gao |
| 2015 | Extensible Query Framework for Unstructured Medical Data - A Big Data Approach. | Sarmad Istephan, Mohammad-Reza Siadat |
| 2015 | Informative Prediction Based on Ordinal Questionnaire Data. | Tsuyoshi Id, Amit Dhurandhar |
| 2015 | Buzzer Detection and Sentiment Analysis for Predicting Presidential Election Results in a Twitter Nation. | Mochamad Ibrahim, Omar Abdillah, Alfan Farizki Wicaksono, Mirna Adriani |
| 2015 | Large-Scale Unusual Time Series Detection. | Rob J. Hyndman, Earo Wang, Nikolay Laptev |
| 2015 | Block-Organized Topology Visualization for Visual Exploration of Signed Networks. | Xianlin Hu, Leting Wu, Aidong Lu, Xintao Wu |
| 2015 | Finding Multiple Stable Clusterings. | Juhua Hu, Qi Qian, Jian Pei, Rong Jin, Shenghuo Zhu |
| 2015 | Home Location Inference from Sparse and Noisy Data: Models and Applications. | Tianran Hu, Jiebo Luo, Henry A. Kautz, Adam Sadilek |
| 2015 | Scalable Hypergraph Learning and Processing. | Jin Huang, Rui Zhang, Jeffrey Xu Yu |
| 2015 | J-Distance Discord: An Improved Time Series Discord Definition and Discovery Method. | Tian Huang, Yongxin Zhu, Yafei Wu, Weiwei Shi |
| 2015 | Subspace Model Based Discriminative Instances Selection for Weakly Supervised Object Detection. | Qiaoying Huang, Xiaofeng Zhang, Kui Jia, Xishuang Han, Yunming Ye |
| 2015 | Learning Label Specific Features for Multi-label Classification. | Jun Huang, Guorong Li, Qingming Huang, Xindong Wu |
| 2015 | Education, Learning and Information Theory. | Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos |
| 2015 | Extraction of Highly Correlated Temporal Event Cluster Recurrence from Spatiotemporal Data. | Rie Honda, Keita Mori |
| 2015 | Detecting Overlapping Communities from Local Spectral Subspaces. | Kun He, Yiwei Sun, David Bindel, John E. Hopcroft, Yixuan Li |