| 2015 | Product Adoption Rate Prediction: A Multi-factor View. | Le Wu, Qi Liu, Enhong Chen, Xing Xie, Chang Tan |
| 2015 | Non-exhaustive, Overlapping | Joyce Jiyoung Whang, Inderjit S. Dhillon, David F. Gleich |
| 2015 | Efficient Partial Order Preserving Unsupervised Feature Selection on Networks. | Xiaokai Wei, Sihong Xie, Philip S. Yu |
| 2015 | Health Insurance Market Risk Assessment: Covariate Shift and k-Anonymity. | Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney |
| 2015 | Graph Regularized Meta-path Based Transductive Regression in Heterogeneous Information Network. | Mengting Wan, Yunbo Ouyang, Lance M. Kaplan, Jiawei Han |
| 2015 | A Multi-label Least-Squares Hashing For Scalable Image Search. | Shengsheng Wang, Zi Huang, Xin-Shun Xu |
| 2015 | Localizing Temporal Anomalies in Large Evolving Graphs. | Teng Wang, Chunsheng Victor Fang, Derek Lin, Shyhtsun Felix Wu |
| 2015 | Causal Inference by Direction of Information. | Jilles Vreeken |
| 2015 | Scalable Clustering of Time Series with U-Shapelets. | Liudmila Ulanova, Nurjahan Begum, Eamonn J. Keogh |
| 2015 | Towards Classification of Social Streams. | Min-Hsuan Tsai, Charu C. Aggarwal, Thomas S. Huang |
| 2015 | NetCodec: Community Detection from Individual Activities. | Long Q. Tran, Mehrdad Farajtabar, Le Song, Hongyuan Zha |
| 2015 | Taming the Empirical Hubness Risk in Many Dimensions. | Nenad Tomasev |
| 2015 | Mining Block I/O Traces for Cache Preloading with Sparse Temporal Non-parametric Mixture of Multivariate Poisson. | Lavanya Sita Tekumalla, Chiranjib Bhattacharyya |
| 2015 | Propagation-based Sentiment Analysis for Microblogging Data. | Jiliang Tang, Chikashi Nobata, Anlei Dong, Yi Chang, Huan Liu |
| 2015 | Feature Selection for Nonlinear Regression and its Application to Cancer Research. | Yijun Sun, Jin Yao, Steve Goodison |
| 2015 | Hidden Hazards: Finding Missing Nodes in Large Graph Epidemics. | Shashidhar Sundareisan, Jilles Vreeken, B. Aditya Prakash |
| 2015 | Significant Subgraph Mining with Multiple Testing Correction. | Mahito Sugiyama, Felipe Llinares-Lpez, Niklas Kasenburg, Karsten M. Borgwardt |
| 2015 | PLUMS: Predicting Links Using Multiple Sources. | Karthik Subbian, Arindam Banerjee, Sugato Basu |
| 2015 | Rare Class Detection in Networks. | Karthik Subbian, Charu C. Aggarwal, Jaideep Srivastava, Vipin Kumar |
| 2015 | Semi-supervised learning for structured regression on partially observed attributed graphs. | Jelena Stojanovic, Milos Jovanovic, Djordje Gligorijevic, Zoran Obradovic |
| 2015 | Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency. | Vincius M. A. de Souza, Diego Furtado Silva, Joo Gama, Gustavo E. A. P. A. Batista |
| 2015 | On the Non-Trivial Generalization of Dynamic Time Warping to the Multi-Dimensional Case. | Mohammad Shokoohi-Yekta, Jun Wang, Eamonn J. Keogh |
| 2015 | Feature-based factorized Bilinear Similarity Model for Cold-Start Top- | Mohit Sharma, Jiayu Zhou, Junling Hu, George Karypis |
| 2015 | Efficient Algorithms for a Robust Modularity-Driven Clustering of Attributed Graphs. | Patricia Iglesias Snchez, Emmanuel Mller, Uwe Leo Korn, Klemens Bhm, Andrea Kappes, Tanja Hartmann, Dorothea Wagner |
| 2015 | Predicting Preference Tags to Improve Item Recommendation. | Tanwistha Saha, Huzefa Rangwala, Carlotta Domeniconi |