| 2011 | Predicting New User's Behavior in Online Dating Systems. | Tingting Wang, Hongyan Liu, Jun He, Xuan Jiang, Xiaoyong Du |
| 2011 | Extracting Rocks from Mars Images with Data Fields. | Shuliang Wang, Yashen Chen |
| 2011 | Multi-view Laplacian Support Vector Machines. | Shiliang Sun |
| 2011 | Discriminatory Confidence Analysis in Pattern Mining. | Russel Pears, Yun Sing Koh, Gillian Dobbie |
| 2011 | On Mining Anomalous Patterns in Road Traffic Streams. | Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng |
| 2011 | Social Network Inference of Smartphone Users Based on Information Diffusion Models. | Tomonobu Ozaki, Minoru Etoh |
| 2011 | Using Predicate-Argument Structures for Context-Dependent Opinion Retrieval. | Sylvester Olubolu Orimaye, Saadat M. Alhashmi, Eu-Gene Siew |
| 2011 | Support Vector Regression with A Priori Knowledge Used in Order Execution Strategies Based on VWAP. | Marcin Orchel |
| 2011 | Direct Marketing with Fewer Mistakes. | Eileen A. Ni, Charles X. Ling |
| 2011 | CCE: A Chinese Concept Encyclopedia Incorporating the Expert-Edited Chinese Concept Dictionary with Online Cyclopedias. | Jiazhen Nian, Shan Jiang, Congrui Huang, Yan Zhang |
| 2011 | HUE-Stream: Evolution-Based Clustering Technique for Heterogeneous Data Streams with Uncertainty. | Wicha Meesuksabai, Thanapat Kangkachit, Kitsana Waiyamai |
| 2011 | A Probabilistic Topic Model with Social Tags for Query Reformulation in Informational Search. | Yuqing Mao, Haifeng Shen, Chengzheng Sun |
| 2011 | Fully Utilize Feedbacks: Language Model Based Relevance Feedback in Information Retrieval. | Sheng-Long Lv, Zhi-Hong Deng, Hang Yu, Ning Gao, Jia-Jian Jiang |
| 2011 | An Algorithm for Sample and Data Dimensionality Reduction Using Fast Simulated Annealing. | Szymon Lukasik, Piotr Kulczycki |
| 2011 | A False Negative Maximal Frequent Itemset Mining Algorithm over Stream. | Haifeng Li, Ning Zhang |
| 2011 | Cost-Sensitive Decision Tree for Uncertain Data. | Mingjian Liu, Yang Zhang, Xing Zhang, Yong Wang |
| 2011 | Continuously Identifying Representatives Out of Massive Streams. | Qiong Li, Xiuli Ma, Shiwei Tang, Shuiyuan Xie |
| 2011 | Handling Concept Drift via Ensemble and Class Distribution Estimation Technique. | Nachai Limsetto, Kitsana Waiyamai |
| 2011 | An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data. | Guohua Liang, Chengqi Zhang |
| 2011 | New Developments of Determinacy Analysis. | Rein Kuusik, Grete Lind |
| 2011 | Exploiting Concept Clumping for Efficient Incremental News Article Categorization. | Alfred Krzywicki, Wayne Wobcke |
| 2011 | Sequential Pattern Mining from Stream Data. | Adam Koper, Hung Son Nguyen |
| 2011 | A Tweet-Centric Approach for Topic-Specific Author Ranking in Micro-Blog. | Shoubin Kong, Ling Feng |
| 2011 | Social Influence Modeling on Smartphone Usage. | Masaji Katagiri, Minoru Etoh |
| 2011 | Retrieval in CBR Using a Combination of Similarity and Association Knowledge. | Yong-Bin Kang, Shonali Krishnaswamy, Arkady B. Zaslavsky |