| 2015 | Seamlessly Integrating Effective Links with Attributes for Networked Data Classification. | Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao |
| 2015 | Influence Maximization Across Partially Aligned Heterogenous Social Networks. | Qianyi Zhan, Jiawei Zhang, Senzhang Wang, Philip S. Yu, Junyuan Xie |
| 2015 | Collaborative Multi-view Learning with Active Discriminative Prior for Recommendation. | Qing Zhang, Houfeng Wang |
| 2015 | Sentiment Analysis on Microblogging by Integrating Text and Image Features. | Yaowen Zhang, Lin Shang, Xiuyi Jia |
| 2015 | Incorporating Probabilistic Knowledge into Topic Models. | Liang Yao, Yin Zhang, Baogang Wei, Hongze Qian, Yibing Wang |
| 2015 | RIT: Enhancing Recommendation with Inferred Trust. | Guo Yan, Yuan Yao, Feng Xu, Jian Lu |
| 2015 | Recommending Profitable Taxi Travel Routes Based on Big Taxi Trajectories Data. | Wenxin Yang, Xin Wang, Seyyed Mohammadreza Rahimi, Jun Luo |
| 2015 | Learning Topic-Oriented Word Embedding for Query Classification. | Hebin Yang, Qinmin Hu, Liang He |
| 2015 | Model Selection of Symbolic Regression to Improve the Accuracy of PM2.5 Concentration Prediction. | Guangfei Yang, Jian Huang |
| 2015 | A Study of Interestingness Measures for Associative Classification on Imbalanced Data. | Guangfei Yang, Xuejiao Cui |
| 2015 | SocNL: Bayesian Label Propagation with Confidence. | Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa |
| 2015 | A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field. | Jin Xu, Shinjae Yoo, Dantong Yu, Hao Huang, Dong Huang, John Heiser, Paul Kalb |
| 2015 | An Incremental Local Distribution Network for Unsupervised Learning. | Youlu Xing, Tongyi Cao, Ke Zhou, Furao Shen, Jinxi Zhao |
| 2015 | Automated Detection for Probable Homologous Foodborne Disease Outbreaks. | Xiao Xiao, Yong Ge, Yunchang Guo, Danhuai Guo, Yi Shen, Yuanchun Zhou, Jianhui Li |
| 2015 | What Is New in Our City? A Framework for Event Extraction Using Social Media Posts. | Chaolun Xia, Jun Hu, Yan Zhu, Mor Naaman |
| 2015 | Predicting Smartphone Adoption in Social Networks. | Le Wu, Yin Zhu, Nicholas Jing Yuan, Enhong Chen, Xing Xie, Yong Rui |
| 2015 | Locating Self-Collection Points for Last-Mile Logistics Using Public Transport Data. | Huayu Wu, Dongxu Shao, Wee Siong Ng |
| 2015 | Evolving Chinese Restaurant Processes for Modeling Evolutionary Traces in Temporal Data. | Peng Wang, Chuan Zhou, Peng Zhang, Weiwei Feng, Li Guo, Binxing Fang |
| 2015 | An Empirical Study of Personal Factors and Social Effects on Rating Prediction. | Zhijin Wang, Yan Yang, Qinmin Hu, Liang He |
| 2015 | A Simhash-Based Generalized Framework for Citation Matching in MapReduce. | Pengsen Wang, Bin Wu, Xiaoming Li, Lin Wang, Bai Wang |
| 2015 | Efficient Interactive Training Selection for Large-Scale Entity Resolution. | Qing Wang, Dinusha Vatsalan, Peter Christen |
| 2015 | Rating Entities and Aspects Using a Hierarchical Model. | Xun Wang, Katsuhito Sudoh, Masaaki Nagata |
| 2015 | Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data. | Xiaoting Wang, Christopher Leckie, Hairuo Xie, Tharshan Vaithianathan |
| 2015 | Efficient Discovery of Recurrent Routine Behaviours in Smart Meter Time Series by Growing Subsequences. | Jin Wang, Rachel Cardell-Oliver, Wei Liu |
| 2015 | Scalable Outlying-Inlying Aspects Discovery via Feature Ranking. | Xuan Vinh Nguyen, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei |