| 2009 | Better Decomposition Heuristics for the Maximum-Weight Connected Graph Problem Using Betweenness Centrality. | Takanori Yamamoto, Hideo Bannai, Masao Nagasaki, Satoru Miyano |
| 2009 | Subspace Discovery for Promotion: A Cell Clustering Approach. | Tianyi Wu, Jiawei Han |
| 2009 | Finding the | JianBin Wang, Bin-Hui Chou, Einoshin Suzuki |
| 2009 | Mining Local Correlation Patterns in Sets of Sequences. | Antti Ukkonen |
| 2009 | Precision and Recall for Regression. | Lus Torgo, Rita P. Ribeiro |
| 2009 | Latent Topic Extraction from Relational Table for Record Matching. | Atsuhiro Takasu, Daiji Fukagawa, Tatsuya Akutsu |
| 2009 | An Empirical Comparison of Probability Estimation Techniques for Probabilistic Rules. | Jan-Nikolas Sulzmann, Johannes Frnkranz |
| 2009 | Stream Clustering of Growing Objects. | Zaigham Faraz Siddiqui, Myra Spiliopoulou |
| 2009 | Gene Functional Annotation with Dynamic Hierarchical Classification Guided by Orthologs. | Kazuhiro Seki, Yoshihiro Kino, Kuniaki Uehara |
| 2009 | Discovering Influential Nodes for SIS Models in Social Networks. | Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2009 | C-DenStream: Using Domain Knowledge on a Data Stream. | Carlos Ruiz, Ernestina Menasalvas Ruiz, Myra Spiliopoulou |
| 2009 | Computing a Comprehensible Model for Spam Filtering. | Amparo Ruiz-Seplveda, Jos Luis Trivio-Rodriguez, Rafael Morales Bueno |
| 2009 | Learning on the Web. | Fernando C. N. Pereira |
| 2009 | Towards an Ontology of Data Mining Investigations. | Pance Panov, Larisa N. Soldatova, Saso Dzeroski |
| 2009 | A Comparison of Community Detection Algorithms on Artificial Networks. | Gnce Keziban Orman, Vincent Labatut |
| 2009 | Discovering the Structures of Open Source Programs from Their Developer Mailing Lists. | Dinh Anh Nguyen, Koichiro Doi, Akihiro Yamamoto |
| 2009 | Unsupervised Fuzzy Clustering for the Segmentation and Annotation of Upwelling Regions in Sea Surface Temperature Images. | Susana Nascimento, Pedro Franco |
| 2009 | Centrality Measures from Complex Networks in Active Learning. | Robson Motta, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira |
| 2009 | Player Modeling for Intelligent Difficulty Adjustment. | Olana Missura, Thomas Grtner |
| 2009 | A Dialectic Approach to Problem-Solving. | Eric Martin, Jean Sallantin |
| 2009 | Learning and Domain Adaptation. | Yishay Mansour |
| 2009 | Learning Large Margin First Order Decision Lists for Multi-Class Classification. | Huma Lodhi, Stephen H. Muggleton, Michael J. E. Sternberg |
| 2009 | CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks. | Min-Soo Kim, Jiawei Han |
| 2009 | Mining Frequent Bipartite Episode from Event Sequences. | Takashi Katoh, Hiroki Arimura, Kouichi Hirata |
| 2009 | Regression Trees from Data Streams with Drift Detection. | Elena Ikonomovska, Joo Gama, Raquel Sebastio, Dejan Gjorgjevikj |