| 2012 | Clustering-Based k-Anonymity. | Xianmang He, Huahui Chen, Yefang Chen, Yihong Dong, Peng Wang, Zhenhua Huang |
| 2012 | Clustering and Understanding Documents via Discrimination Information Maximization. | Malik Tahir Hassan, Asim Karim |
| 2012 | A Semi-supervised Incremental Clustering Algorithm for Streaming Data. | Maria Halkidi, Myra Spiliopoulou, Aikaterini Pavlou |
| 2012 | Relevant Feature Selection from EEG Signal for Mental Task Classification. | Akshansh Gupta, R. K. Agrawal |
| 2012 | Automatic Identification of Protagonist in Fairy Tales Using Verb. | Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw |
| 2012 | Unsupervised Ensemble Learning for Mining Top-n Outliers. | Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Ou Wu |
| 2012 | Modality Classification for Medical Images Using Sparse Coded Affine-Invariant Descriptors. | Viktor Gl, Ills Solt, Etienne E. Kerre, Mike Nachtegael |
| 2012 | Multiple Instance Learning for Group Record Linkage. | Zhichun Fu, Jun Zhou, Peter Christen, Mac Boot |
| 2012 | Learning Tree Structure of Label Dependency for Multi-label Learning. | Bin Fu, Zhihai Wang, Rong Pan, Guandong Xu, Peter Dolog |
| 2012 | An Aggressive Margin-Based Algorithm for Incremental Learning. | JuiHsi Fu, SingLing Lee |
| 2012 | Neighborhood-Based Smoothing of External Cluster Validity Measures. | Ken-ichi Fukui, Masayuki Numao |
| 2012 | Adaptive Evidence Accumulation Clustering Using the Confidence of the Objects' Assignments. | Joo M. M. Duarte, Ana L. N. Fred, F. Jorge F. Duarte |
| 2012 | Discovering Unknown But Interesting Items on Personal Social Network. | Juang-Lin Duan, Shashi Prasad, Jen-Wei Huang |
| 2012 | Nystrm Approximate Model Selection for LSSVM. | Lizhong Ding, Shizhong Liao |
| 2012 | TeamSkill Evolved: Mixed Classification Schemes for Team-Based Multi-player Games. | Colin DeLong, Jaideep Srivastava |
| 2012 | Spread of Information in a Social Network Using Influential Nodes. | Arpan Chaudhury, Partha Basuchowdhuri, Subhashis Majumder |
| 2012 | Feature Weighting by RELIEF Based on Local Hyperplane Approximation. | Hongmin Cai, Michael K.-P. Ng |
| 2012 | Reciprocal and Heterogeneous Link Prediction in Social Networks. | Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia |
| 2012 | Mining Web Data for Epidemiological Surveillance. | Didier Breton, Sandra Bringay, Franois Marques, Pascal Poncelet, Mathieu Roche |
| 2012 | OMC-IDS: At the Cross-Roads of OLAP Mining and Intrusion Detection. | Hanen Brahmi, Imen Brahmi, Sadok Ben Yahia |
| 2012 | Hybrid-ε-greedy for Mobile Context-Aware Recommender System. | Djallel Bouneffouf, Amel Bouzeghoub, Alda Lopes Ganarski |
| 2012 | New Exact Concise Representation of Rare Correlated Patterns: Application to Intrusion Detection. | Souad Bouasker, Tarek Hamrouni, Sadok Ben Yahia |
| 2012 | Exploiting Label Dependency for Hierarchical Multi-label Classification. | Noor Alaydie, Chandan K. Reddy, Farshad Fotouhi |
| 2012 | Quantifying Reciprocity in Large Weighted Communication Networks. | Leman Akoglu, Pedro O. S. Vaz de Melo, Christos Faloutsos |
| 2012 | A Novel Weighted Ensemble Technique for Time Series Forecasting. | Ratnadip Adhikari, R. K. Agrawal |