| 2015 | Towards Automatic Pharmacovigilance: Analysing Patient Reviews and Sentiment on Oncological Drugs. | Arpit Mishra, Ankit Malviya, Sanchit Aggarwal |
| 2015 | Ensemble Kernel Mean Matching. | Yun-Qian Miao, Ahmed K. Farahat, Mohamed S. Kamel |
| 2015 | CrowdTC: Crowdsourced Taxonomy Construction. | Rui Meng, Yongxin Tong, Lei Chen, Caleb Chen Cao |
| 2015 | Fun in the Philippines: Automatic Identification and Sentiment Analysis of Tourism-Related Tweets. | Julia Camille L. Menchavez, Kurt J. P. Espinosa |
| 2015 | Personalized Grade Prediction: A Data Mining Approach. | Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar |
| 2015 | Absorbing Random-Walk Centrality: Theory and Algorithms. | Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis |
| 2015 | Shikake Data Market for Collaborative Shikake Creation. | Naohiro Matsumura, Hideaki Takeda |
| 2015 | Accelerating Exact Similarity Search on CPU-GPU Systems. | Takazumi Matsumoto, Man Lung Yiu |
| 2015 | Pruned Simple Model Sets for Fast Exact Recovery of Image. | Basarab Matei, Youns Bennani |
| 2015 | Parallel Hierarchical Clustering in Linearithmic Time for Large-Scale Sequence Analysis. | Qi Mao, Wei Zheng, Li Wang, Yunpeng Cai, Volker Mai, Yijun Sun |
| 2015 | Probabilistic Models for Fine-Grained Truth Discovery from Crowdsourced Data. | Fenglong Ma, Jing Gao |
| 2015 | A Unified Gradient Regularization Family for Adversarial Examples. | Chunchuan Lyu, Kaizhu Huang, Hai-Ning Liang |
| 2015 | Including Content-Based Methods in Peer-Assessment of Open-Response Questions. | Oscar Luaces, Jorge Dez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde |
| 2015 | Trend-MC: A Melody Composer by Constructing from Frequent Trend-Based Patterns. | Cheng Long, Raymond Chi-Wing Wong, Raymond Ka Wai Sze |
| 2015 | Understanding Deep Networks with Gradients. | Henry Z. Lo, Wei Ding |
| 2015 | A Method of Purchase Prediction Based on User Behavior Log. | Dancheng Li, Guangming Zhao, Zhi Wang, Wenjia Ma, Ying Liu |
| 2015 | Leveraging Implicit Relative Labeling-Importance Information for Effective Multi-label Learning. | Yu-Kun Li, Min-Ling Zhang, Xin Geng |
| 2015 | Why do Retailers End Price Promotions: A Study on Duration and Profit Effects of Promotion. | Zhen Li, Katsutoshi Yada |
| 2015 | Learning User Preferences across Multiple Aspects for Merchant Recommendation. | Xin Li, Guandong Xu, Enhong Chen, Lin Li |
| 2015 | Analysis of Spectral Space Properties of Directed Graphs Using Matrix Perturbation Theory with Application in Graph Partition. | Yuemeng Li, Xintao Wu, Aidong Lu |
| 2015 | Dynamic Community Detection Algorithm Based on Incremental Identification. | Xiaoming Li, Bin Wu, Qian Guo, Xuelin Zeng, Chuan Shi |
| 2015 | Iterative Classification for Sanitizing Large-Scale Datasets. | Bo Li, Yevgeniy Vorobeychik, Muqun Li, Bradley A. Malin |
| 2015 | Mining Indecisiveness in Customer Behaviors. | Qi Liu, Xianyu Zeng, Chuanren Liu, Hengshu Zhu, Enhong Chen, Hui Xiong, Xing Xie |
| 2015 | Missing Value Estimation for Hierarchical Time Series: A Study of Hierarchical Web Traffic. | Zitao Liu, Yan Yan, Jian Yang, Milos Hauskrecht |
| 2015 | Community Detection Based on Structure and Content: A Content Propagation Perspective. | Liyuan Liu, Linli Xu, Zhen Wang, Enhong Chen |