| 2009 | Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior. | Yong Zhen Guo, Kotagiri Ramamohanarao, Laurence Anthony F. Park |
| 2009 | Application-Independent Feature Construction from Noisy Samples. | Dominique Gay, Nazha Selmaoui, Jean-Franois Boulicaut |
| 2009 | Sparse Kernel Learning and the Relevance Units Machine. | Junbin Gao, Jun Zhang |
| 2009 | Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation. | Shunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao |
| 2009 | An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning. | Ana Funes, Csar Ferri, Jos Hernndez-Orallo, M. Jos Ramrez-Quintana |
| 2009 | Growth Analysis of Neighbor Network for Evaluation of Damage Progress. | Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao |
| 2009 | Estimating Optimal Feature Subsets Using Mutual Information Feature Selector and Rough Sets. | Sombut Foitong, Pornthep Rojanavasu, Boonwat Attachoo, Ouen Pinngern |
| 2009 | The iZi Project: Easy Prototyping of Interesting Pattern Mining Algorithms. | Frdric Flouvat, Fabien De Marchi, Jean-Marc Petit |
| 2009 | A Hybrid Approach to Improve Bilingual Multiword Expression Extraction. | Jianyong Duan, Mei Zhang, Lijing Tong, Feng Guo |
| 2009 | Undersampling Approach for Imbalanced Training Sets and Induction from Multi-label Text-Categorization Domains. | Sareewan Dendamrongvit, Miroslav Kubat |
| 2009 | Scalable Web Mining with Newistic. | Ovidiu Dan, Horatiu Mocian |
| 2009 | Detecting Link Hijacking by Web Spammers. | Young-joo Chung, Masashi Toyoda, Masaru Kitsuregawa |
| 2009 | Accurate Synthetic Generation of Realistic Personal Information. | Peter Christen, Agus Pudjijono |
| 2009 | An Integration of Fuzzy Association Rules and WordNet for Document Clustering. | Chun-Ling Chen, Frank S. C. Tseng, Tyne Liang |
| 2009 | Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions. | Chun-Sheng Chen, Vadeerat Rinsurongkawong, Christoph F. Eick, Michael D. Twa |
| 2009 | CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log. | Depin Chen, Ning Liu, Zhijun Yin, Yang Tong, Jun Yan, Zheng Chen |
| 2009 | Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval. | Xin Chen, Xiaohua Hu, Xiajiong Shen |
| 2009 | An Efficient Method for Generating, Storing and Matching Features for Text Mining. | Shing-Kit Chan, Wai Lam |
| 2009 | Let's Tango - Finding the Right Couple for Feature-Opinion Association in Sentiment Analysis. | Kam Tong Chan, Irwin King |
| 2009 | Computing Substitution Matrices for Genomic Comparative Analysis. | Minh Duc Cao, Trevor I. Dix, Lloyd Allison |
| 2009 | Online Feature Selection Algorithm with Bayesian l1 Regularization. | Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison |
| 2009 | Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem. | Chumphol Bunkhumpornpat, Krung Sinapiromsaran, Chidchanok Lursinsap |
| 2009 | On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. | Yannick Le Bras, Philippe Lenca, Stphane Lallich |
| 2009 | Variational Bayesian Approach for Long-Term Relevance Feedback. | Sabri Boutemedjet, Djemel Ziou |
| 2009 | A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. | Nizar Bouguila, Djemel Ziou |