| 2011 | Fast Algorithms for Finding Extremal Sets. | Roberto J. Bayardo, Biswanath Panda |
| 2011 | A Complexity-Invariant Distance Measure for Time Series. | Gustavo E. A. P. A. Batista, Xiaoyue Wang, Eamonn J. Keogh |
| 2011 | A Probabilistic Hierarchical Approach for Pattern Discovery in Collaborative Filtering Data. | Nicola Barbieri, Giuseppe Manco, Ettore Ritacco |
| 2011 | Block-LDA: Jointly modeling entity-annotated text and entity-entity links. | Ramnath Balasubramanyan, William W. Cohen |
| 2011 | ACE: Anomaly Clustering Ensemble for Multi-perspective Anomaly Detection in Robot Behaviors. | Shin Ando, Einoshin Suzuki, Yoichi Seki, Theerasak Thanongphongphan, Daisuke Hoshino |
| 2011 | Cost of Collaboration vs Individual Effort in Social Networks. | Santhanakrishnan Anand, Rajarathnam Chandramouli, Koduvayur P. Subbalakshmi |
| 2011 | Towards Community Detection in Locally Heterogeneous Networks. | Charu C. Aggarwal, Yan Xie, Philip S. Yu |
| 2011 | On Node Classification in Dynamic Content-based Networks. | Charu C. Aggarwal, Nan Li |
| 2011 | On Flow Authority Discovery in Social Networks. | Charu C. Aggarwal, Arijit Khan, Xifeng Yan |
| 2011 | On Classification of Graph Streams. | Charu C. Aggarwal |
| 2011 | The Infinite Push: A New Support Vector Ranking Algorithm that Directly Optimizes Accuracy at the Absolute Top of the List. | Shivani Agarwal |
| 2010 | Exploiting Associations between Word Clusters and Document Classes for Cross-Domain Text Categorization. | Fuzhen Zhuang, Ping Luo, Hui Xiong, Qing He, Yuhong Xiong, Zhongzhi Shi |
| 2010 | An Integrative Approach to Indentifying Biologically Relevant Genes. | Zheng Zhao, Jiangxin Wang, Shashvata Sharma, Nitin Agarwal, Huan Liu, Yung Chang |
| 2010 | Multi-label Classification without the Multi-label Cost. | Xiatian Zhang, Quan Yuan, Shiwan Zhao, Wei Fan, Wentao Zheng, Zhong Wang |
| 2010 | Learning Compressible Models. | Yi Zhang, Jeff G. Schneider, Artur Dubrawski |
| 2010 | Spectral and Semidefinite Relaxation of the CLUHSIC Algorithm. | Wen-Yun Yang, James T. Kwok, Bao-Liang Lu |
| 2010 | Directed Network Community Detection: A Popularity and Productivity Link Model. | Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin |
| 2010 | Publishing Skewed Sensitive Microdata. | Yabo Xu, Ke Wang, Ada Wai-Chee Fu, Raymond Chi-Wing Wong |
| 2010 | Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization. | Liang Xiong, Xi Chen, Tzu-Kuo Huang, Jeff G. Schneider, Jaime G. Carbonell |
| 2010 | Reconstruction from Randomized Graph via Low Rank Approximation. | Leting Wu, Xiaowei Ying, Xintao Wu |
| 2010 | Identifying Multi-instance Outliers. | Ou Wu, Jun Gao, Weiming Hu, Bing Li, Mingliang Zhu |
| 2010 | Towards Finding Valuable Topics. | Zhen Wen, Ching-Yung Lin |
| 2010 | Efficient Nonnegative Matrix Factorization with Random Projections. | Fei Wang, Ping Li |
| 2010 | Reconstructing Randomized Social Networks. | Niko Vuokko, Evimaria Terzi |
| 2010 | Consecutive Ones Property and Spectral Ordering. | Niko Vuokko |