| 2013 | Predicting Social Links for New Users across Aligned Heterogeneous Social Networks. | Jiawei Zhang, Xiangnan Kong, Philip S. Yu |
| 2013 | Feature Transformation with Class Conditional Decorrelation. | Xu-Yao Zhang, Kaizhu Huang, Cheng-Lin Liu |
| 2013 | From Social User Activities to People Affiliation. | Guangxiang Zeng, Ping Luo, Enhong Chen, Min Wang |
| 2013 | Support Vector Machines for Uplift Modeling. | Lukasz Zaniewicz, Szymon Jaroszewicz |
| 2013 | Reducing Classification Cost through Strategic Annotation Assignment. | Jose R. Zamacona, Alexander Rasin, Jacob D. Furst, Daniela Stan Raicu |
| 2013 | Markov Blanket Feature Selection with Non-faithful Data Distributions. | Kui Yu, Xindong Wu, Zan Zhang, Yang Mu, Hao Wang, Wei Ding |
| 2013 | Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach. | Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie, Guangzhong Sun |
| 2013 | Transform Residual K-Means Trees for Scalable Clustering. | Jiangbo Yuan, Xiuwen Liu |
| 2013 | On Anomalous Hotspot Discovery in Graph Streams. | Weiren Yu, Charu C. Aggarwal, Shuai Ma, Haixun Wang |
| 2013 | Efficiently Mining Top-K High Utility Sequential Patterns. | Junfu Yin, Zhigang Zheng, Longbing Cao, Yin Song, Wei Wei |
| 2013 | Efficient Proper Length Time Series Motif Discovery. | Sorrachai Yingchareonthawornchai, Haemwaan Sivaraks, Thanawin Rakthanmanon, Chotirat Ann Ratanamahatana |
| 2013 | An Efficient Approach to Updating Closeness Centrality and Average Path Length in Dynamic Networks. | Chia-Chen Yen, Mi-Yen Yeh, Ming-Syan Chen |
| 2013 | GPU-Accelerated Query by Humming Using Modified SPRING Algorithm. | Guangchao Yao, Yao Zheng, Limin Xiao, Li Ruan, Yongnan Li, Zhenzhong Zhang |
| 2013 | Prior Knowledge Driven Causality Analysis in Gene Regulatory Network Discovery. | Shun Yao, Shinjae Yoo, Dantong Yu |
| 2013 | A Model for Discovering Correlations of Ubiquitous Things. | Lina Yao, Quan Z. Sheng, Byron J. Gao, Anne H. H. Ngu, Xue Li |
| 2013 | Community Detection in Networks with Node Attributes. | Jaewon Yang, Julian J. McAuley, Jure Leskovec |
| 2013 | Sampling Heterogeneous Networks. | Cheng-Lun Yang, Perng-Hwa Kung, Cheng-Te Li, Chun-An Chen, Shou-De Lin |
| 2013 | Cost-Free Learning for Support Vector Machines with a Reject Option. | Guibiao Xu, Bao-Gang Hu |
| 2013 | Efficient Learning on Point Sets. | Liang Xiong, Barnabs Pczos, Jeff G. Schneider |
| 2013 | Adaptive Differentially Private Data Release for Data Sharing and Data Mining. | Li Xiong |
| 2013 | TopicSketch: Real-Time Bursty Topic Detection from Twitter. | Wei Xie, Feida Zhu, Jing Jiang, Ee-Peng Lim, Ke Wang |
| 2013 | Multilabel Consensus Classification. | Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu |
| 2013 | Efficient Online Sequence Prediction with Side Information. | Han Xiao, Claudia Eckert |
| 2013 | Multi-instance Multi-graph Dual Embedding Learning. | Jia Wu, Xingquan Zhu, Chengqi Zhang, Zhihua Cai |
| 2013 | A Biclustering Algorithm to Discover Functional Modules from ENCODE ChIP-Seq Data. | Chao Wu, Arjun Bakshi, Bruce J. Aronow, Anil G. Jegga, Raj Bhatnagar |