| 2015 | Learning Entry Profiles of Children with Autism from Multivariate Treatment Information Using Restricted Boltzmann Machines. | Pratibha Vellanki, Dinh Q. Phung, Thi V. Duong, Svetha Venkatesh |
| 2015 | Rank Matrix Factorisation. | Thanh Le Van, Matthijs van Leeuwen, Siegfried Nijssen, Luc De Raedt |
| 2015 | Activity-Partner Recommendation. | Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis, Min Yang, Ziyu Lu |
| 2015 | Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages. | Khoi-Nguyen Tran, Peter Christen, Scott Sanner, Lexing Xie |
| 2015 | Locally Optimized Hashing for Nearest Neighbor Search. | Seiya Tokui, Issei Sato, Hiroshi Nakagawa |
| 2015 | Uncovering the Latent Structures of Crowd Labeling. | Tian Tian, Jun Zhu |
| 2015 | A DC Programming Approach for Sparse Optimal Scoring. | Hoai An Le Thi, Phan Duy Nhat |
| 2015 | High Dimensional Explicit Feature Biased Matrix Factorization Recommendation. | Weibin Sun, Xianchao Zhang, Wenxin Liang, Zengyou He |
| 2015 | Efficient Methods for Multi-label Classification. | Chonglin Sun, Chunting Zhou, Bo Jin, Francis C. M. Lau |
| 2015 | Centroid-Means-Embedding: An Approach to Infusing Word Embeddings into Features for Text Classification. | Mohammad Golam Sohrab, Makoto Miwa, Yutaka Sasaki |
| 2015 | Learning Focused Hierarchical Topic Models with Semi-Supervision in Microblogs. | Anton Slutsky, Xiaohua Hu, Yuan An |
| 2015 | Scale-Adaptive Group Optimization for Social Activity Planning. | Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Ming-Syan Chen |
| 2015 | Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hlder Continuous Finite Sums in Machine Learning. | Ziqiang Shi, Rujie Liu |
| 2015 | Maximizing Friend-Making Likelihood for Social Activity Organization. | Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen |
| 2015 | Clustering on Multi-source Incomplete Data via Tensor Modeling and Factorization. | Weixiang Shao, Lifang He, Philip S. Yu |
| 2015 | Contextual Anomaly Detection Using Log-Linear Tensor Factorization. | Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin |
| 2015 | Predicting Future Links Between Disjoint Research Areas Using Heterogeneous Bibliographic Information Network. | Yakub Sebastian, Eu-Gene Siew, Sylvester Olubolu Orimaye |
| 2015 | Prediciton of Emergency Events: A Multi-Task Multi-Label Learning Approach. | Budhaditya Saha, Sunil Kumar Gupta, Svetha Venkatesh |
| 2015 | #FewThingsAboutIdioms: Understanding Idioms and Its Users in the Twitter Online Social Network. | Koustav Rudra, Abhijnan Chakraborty, Manav Sethi, Shreyasi Das, Niloy Ganguly, Saptarshi Ghosh |
| 2015 | An Embedding Scheme for Detecting Anomalous Block Structured Graphs. | Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie |
| 2015 | Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2015 | Unsupervised Blocking Key Selection for Real-Time Entity Resolution. | Banda Ramadan, Peter Christen |
| 2015 | Evaluation of Community Mining Algorithms in the Presence of Attributes. | Reihaneh Rabbany, Osmar R. Zaane |
| 2015 | Pairwise One Class Recommendation Algorithm. | Huimin Qiu, Chunhong Zhang, Jiansong Miao |
| 2015 | Local Adaptive and Incremental Gaussian Mixture for Online Density Estimation. | Tianyu Qiu, Furao Shen, Jinxi Zhao |