| 2011 | Identifying Hidden Contexts in Classification. | Indre Zliobaite |
| 2011 | Pattern Mining for a Two-Stage Information Filtering System. | Xujuan Zhou, Yuefeng Li, Peter Bruza, Yue Xu, Raymond Y. K. Lau |
| 2011 | Compression for Anti-Adversarial Learning. | Yan Zhou, W. Meador Inge, Murat Kantarcioglu |
| 2011 | Nonlinear Discriminative Embedding for Clustering via Spectral Regularization. | Yubin Zhan, Jianping Yin |
| 2011 | Semantic Dependent Word Pairs Generative Model for Fine-Grained Product Feature Mining. | Tian-Jie Zhan, Chun-hung Li |
| 2011 | Selecting an Appropriate Interestingness Measure to Evaluate the Correlation between Syndrome Elements and Symptoms. | Lei Zhang, Qiming Zhang, Yi-guo Wang, Dong-lin Yu |
| 2011 | Discovery of Regularities in the Use of Herbs in Traditional Chinese Medicine Prescriptions. | Nevin Lianwen Zhang, Runsun Zhang, Tao Chen |
| 2011 | Mining Tourist Preferences with Twice-Learning. | Chen Zhang, Jie Zhang |
| 2011 | Age Estimation Using Bayesian Process. | Yu Zhang |
| 2011 | Constrained LDA for Grouping Product Features in Opinion Mining. | Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia |
| 2011 | Dynamic Ordering-Based Search Algorithm for Markov Blanket Discovery. | Yifeng Zeng, Xian He, Yanping Xiang, Hua Mao |
| 2011 | Unsupervised Feature Weighting Based on Local Feature Relatedness. | Jiali Yun, Liping Jing, Jian Yu, Houkuan Huang |
| 2011 | A Measure Oriented Training Scheme for Imbalanced Classification Problems. | Bo Yuan, Wenhuang Liu |
| 2011 | Mining Maximal Co-located Event Sets. | Jin Soung Yoo, Mark Bow |
| 2011 | Sample Subset Optimization for Classifying Imbalanced Biological Data. | Pengyi Yang, Zili Zhang, Bing Bing Zhou, Albert Y. Zomaya |
| 2011 | Adaptive and Effective Keyword Search for XML. | Weidong Yang, Hao Zhu, Nan Li, Guansheng Zhu |
| 2011 | A Partial Correlation-Based Bayesian Network Structure Learning Algorithm under SEM. | Jing Yang, Lian Li |
| 2011 | Searching Interesting Association Rules Based on Evolutionary Computation. | Guangfei Yang, Yanzhong Dang, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2011 | Semi-supervised Parameter-Free Divisive Hierarchical Clustering of Categorical Data. | Tengke Xiong, Shengrui Wang, Andr Mayers, Ernest Monga |
| 2011 | Spectral Analysis of | Leting Wu, Xiaowei Ying, Xintao Wu, Aidong Lu, Zhi-Hua Zhou |
| 2011 | Algorithms to Discover Complete Frequent Episodes in Sequences. | Jianjun Wu, Li Wan, Zeren Xu |
| 2011 | Self-adjust Local Connectivity Analysis for Spectral Clustering. | Hui Wu, Guangzhi Qu, Xingquan Zhu |
| 2011 | Balance Support Vector Machines Locally Using the Structural Similarity Kernel. | Jianxin Wu |
| 2011 | Multiple Time-Series Prediction through Multiple Time-Series Relationships Profiling and Clustered Recurring Trends. | Harya Widiputra, Russel Pears, Nikola K. Kasabov |
| 2011 | Multi-agent Based Classification Using Argumentation from Experience. | Maya Wardeh, Frans Coenen, Trevor J. M. Bench-Capon, Adam Z. Wyner |