| 2011 | Learning the Funding Momentum of Research Projects. | Dan He, Douglas Stott Parker Jr. |
| 2011 | A Structure Preserving Flat Data Format Representation for Tree-Structured Data. | Fedja Hadzic |
| 2011 | An Integrated Approach to Multi-criteria-Based Health Care Facility Location Planning. | Wei Gu, Baijie Wang, Xin Wang |
| 2011 | A Bayesian Framework for Learning Shared and Individual Subspaces from Multiple Data Sources. | Sunil Kumar Gupta, Dinh Q. Phung, Brett Adams, Svetha Venkatesh |
| 2011 | Local Feature Based Tensor Kernel for Image Manifold Learning. | Yi Guo, Junbin Gao |
| 2011 | Evaluating Pattern Set Mining Strategies in a Constraint Programming Framework. | Tias Guns, Siegfried Nijssen, Luc De Raedt |
| 2011 | Tracing Evolving Clusters by Subspace and Value Similarity. | Stephan Gnnemann, Hardy Kremer, Charlotte Laufktter, Thomas Seidl |
| 2011 | Certainty upon Empirical Distributions. | Joan Garriga |
| 2011 | A Game Theoretic Approach for Feature Clustering and Its Application to Feature Selection. | Dinesh Garg, Sundararajan Sellamanickam, Shirish K. Shevade |
| 2011 | RKOF: Robust Kernel-Based Local Outlier Detection. | Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Xiaoqin Zhang, Ou Wu |
| 2011 | ListOPT: Learning to Optimize for XML Ranking. | Ning Gao, Zhi-Hong Deng, Hang Yu, Jia-Jian Jiang |
| 2011 | Feature Selection Strategy in Text Classification. | Gabriel Pui Cheong Fung, Fred Morstatter, Huan Liu |
| 2011 | Efficient Centrality Monitoring for Time-Evolving Graphs. | Yasuhiro Fujiwara, Makoto Onizuka, Masaru Kitsuregawa |
| 2011 | Topic Analysis of Web User Behavior Using LDA Model on Proxy Logs. | Hiroshi Fujimoto, Minoru Etoh, Akira Kinno, Yoshikazu Akinaga |
| 2011 | Margin-Based Over-Sampling Method for Learning from Imbalanced Datasets. | Xiannian Fan, Ke Tang, Thomas Weise |
| 2011 | A Fusion of Algorithms in Near Duplicate Document Detection. | Jun Fan, Tiejun Huang |
| 2011 | The Instance Easiness of Supervised Learning for Cluster Validity. | Vladimir Estivill-Castro |
| 2011 | Asking Generalized Queries with Minimum Cost. | Jun Du, Charles X. Ling |
| 2011 | COW: A Co-evolving Memetic Wrapper for Herb-Herb Interaction Analysis in TCM Informatics. | Dion Detterer, Paul Wing Hing Kwan |
| 2011 | DISC: Data-Intensive Similarity Measure for Categorical Data. | Aditya Desai, Himanshu Singh, Vikram Pudi |
| 2011 | Analysis of Cluster Migrations Using Self-Organizing Maps. | Denny, Peter Christen, Graham J. Williams |
| 2011 | TeamSkill: Modeling Team Chemistry in Online Multi-player Games. | Colin DeLong, Nishith Pathak, Kendrick Erickson, Eric Perrino, Kyong Jin Shim, Jaideep Srivastava |
| 2011 | An Instance Selection Algorithm Based on Reverse Nearest Neighbor. | Bi-Ru Dai, Shu-Ming Hsu |
| 2011 | An Adaptive Fuzzy | Hui-Ling Chen, Dayou Liu, Bo Yang, Jie Liu, Gang Wang, Sujing Wang |
| 2011 | Classification Probabilistic PCA with Application in Domain Adaptation. | Victor Cheng, Chun-hung Li |