| 2015 | Population Behavior Analysis of Chinese University Students via Digital Campus Cards. | Shilin Fan, Ping Li, Ting Liu, Yan Chen |
| 2015 | Cross-Domain Recommendation via Tag Matrix Transfer. | Zhou Fang, Sheng Gao, Bo Li, Juncen Li, Jianxin Liao |
| 2015 | Grandmaster: Interactive Text-Based Analytics of Social Media. | Nathan Fabian, Warren Davis, Elaine M. Raybourn, Kiran Lakkaraju, Jonathan Whetzel |
| 2015 | Extraction of Preference of Recipe Providers and Users on Recipe-Sharing Websites. | Mamoru Emoto |
| 2015 | A Parameter-Free Approach for Mining Robust Sequential Classification Rules. | Elias Egho, Dominique Gay, Marc Boull, Nicolas Voisine, Fabrice Clrot |
| 2015 | Geographically Robust Hotspot Detection: A Summary of Results. | Emre Eftelioglu, Xun Tang, Shashi Shekhar |
| 2015 | Robust Local Outlier Detection. | Haizhou Du, Shengjie Zhao, Daqiang Zhang |
| 2015 | Data Mining Sound Archives: A New Scalable Algorithm for Parallel-Distributing Processing. | Peter J. Dugan, Holger Klinck, John A. Zollweg, Christopher W. Clark |
| 2015 | Exceptionally Monotone Models - The Rank Correlation Model Class for Exceptional Model Mining. | Lennart Downar, Wouter Duivesteijn |
| 2015 | Cross-Dataset Validation of Feature Sets in Musical Instrument Classification. | Patrick J. Donnelly, John W. Sheppard |
| 2015 | Compact Features for Birdcall Retrieval from Environmental Acoustic Recordings. | Xueyan Dong, Michael W. Towsey, Jinglan Zhang, Paul Roe |
| 2015 | Selecting Machine Learning Algorithms Using Regression Models. | Tri Doan, Jugal Kalita |
| 2015 | Network Clustering via Maximizing Modularity: Approximation Algorithms and Theoretical Limits. | Thang N. Dinh, Xiang Li, My T. Thai |
| 2015 | Learning the Number of Autoregressive Mixtures in Time Series Using the Gap Statistics. | Jie Ding, Mohammad Noshad, Vahid Tarokh |
| 2015 | Order Selection of Autoregressive Processes Using Bridge Criterion. | Jie Ding, Mohammad Noshad, Vahid Tarokh |
| 2015 | Dissecting Regional Weather-Traffic Sensitivity Throughout a City. | Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni |
| 2015 | Cross-Device Tracking: Matching Devices and Cookies. | Roberto Daz-Morales |
| 2015 | Prediction of Long-Lead Heavy Precipitation Events Aided by Machine Learning. | Yahui Di |
| 2015 | Jackknifing Documents and Additive Smoothing for Naive Bayes with Scarce Data. | Vinay Deolalikar |
| 2015 | Topic Detection Based on User Intention. | Lu Deng, Yong Quan, Jing Xu, Jiuming Huang, Bin Zhou |
| 2015 | Social Answer: A System for Finding Appropriate Sites for Questions in Social Media. | Harsh Dani, Fred Morstatter, Xia Hu, Zhen Yang, Huan Liu |
| 2015 | Learning Predictive Substructures with Regularization for Network Data. | Xuan-Hong Dang, Hongyuan You, Petko Bogdanov, Ambuj K. Singh |
| 2015 | Link Prediction in Large Networks by Comparing the Global View of Nodes in the Network. | Mustafa Coskun, Mehmet Koyutrk |
| 2015 | Inferring User Interests on Social Media from Text and Images. | Yagmur Gizem Cinar, Susana Zoghbi, Marie-Francine Moens |
| 2015 | Efficient Entity Resolution with Adaptive and Interactive Training Data Selection. | Peter Christen, Dinusha Vatsalan, Qing Wang |