| 2009 | A Comparison of Community Detection Algorithms on Artificial Networks. Günce Keziban Orman, Vincent Labatut |
| 2009 | A Dialectic Approach to Problem-Solving. Eric Martin, Jean Sallantin |
| 2009 | A Hybrid Collaborative Filtering System for Contextual Recommendations in Social Networks. Jorge Gonzalo-Alonso, Paloma de Juan, Elena Garcí-a-Hortelano, Carlos Angel Iglesias |
| 2009 | A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba |
| 2009 | Algorithm and Feature Selection for VegOut: A Vegetation Condition Prediction Tool. Sherri K. Harms, Tsegaye Tadesse, Brian D. Wardlow |
| 2009 | An Empirical Comparison of Probability Estimation Techniques for Probabilistic Rules. Jan-Nikolas Sulzmann, Johannes Fürnkranz |
| 2009 | An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2009 | Better Decomposition Heuristics for the Maximum-Weight Connected Graph Problem Using Betweenness Centrality. Takanori Yamamoto, Hideo Bannai, Masao Nagasaki, Satoru Miyano |
| 2009 | C-DenStream: Using Domain Knowledge on a Data Stream. Carlos Ruiz, Ernestina Menasalvas Ruiz, Myra Spiliopoulou |
| 2009 | CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks. Min-Soo Kim, Jiawei Han |
| 2009 | Centrality Measures from Complex Networks in Active Learning. Robson Motta, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira |
| 2009 | Computing a Comprehensible Model for Spam Filtering. Amparo Ruiz-Sepúlveda, José Luis Triviño-Rodriguez, Rafael Morales Bueno |
| 2009 | Contrasting Sequence Groups by Emerging Sequences. Kang Deng, Osmar R. Zaïane |
| 2009 | Detecting New Kinds of Patient Safety Incidents. James Bentham, David J. Hand |
| 2009 | Discovering Abstract Concepts to Aid Cross-Map Transfer for a Learning Agent. Cédric Herpson, Vincent Corruble |
| 2009 | Discovering Influential Nodes for SIS Models in Social Networks. Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2009 | Discovering the Structures of Open Source Programs from Their Developer Mailing Lists. Dinh Anh Nguyen, Koichiro Doi, Akihiro Yamamoto |
| 2009 | Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009 João Gama, Vítor Santos Costa, Alípio Mário Jorge, Pavel Brazdil |
| 2009 | Finding the Jianbin Wang, Bin-Hui Chou, Einoshin Suzuki |
| 2009 | Gene Functional Annotation with Dynamic Hierarchical Classification Guided by Orthologs. Kazuhiro Seki, Yoshihiro Kino, Kuniaki Uehara |
| 2009 | Inference and Learning in Planning (Extended Abstract). Hector Geffner |
| 2009 | Latent Topic Extraction from Relational Table for Record Matching. Atsuhiro Takasu, Daiji Fukagawa, Tatsuya Akutsu |
| 2009 | Learning Large Margin First Order Decision Lists for Multi-Class Classification. Huma Lodhi, Stephen H. Muggleton, Michael J. E. Sternberg |
| 2009 | Learning and Domain Adaptation. Yishay Mansour |
| 2009 | Learning on the Web. Fernando C. N. Pereira |
| 2009 | Linear Programming Boosting by Column and Row Generation. Kohei Hatano, Eiji Takimoto |
| 2009 | MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio. Yasser El-Manzalawy, Vasant G. Honavar |
| 2009 | Mining Frequent Bipartite Episode from Event Sequences. Takashi Katoh, Hiroki Arimura, Kouichi Hirata |
| 2009 | Mining Heterogeneous Information Networks by Exploring the Power of Links. Jiawei Han |
| 2009 | Mining Local Correlation Patterns in Sets of Sequences. Antti Ukkonen |
| 2009 | OMFP: An Approach for Online Mass Flow Prediction in CFB Boilers. Indre Zliobaite, Jorn Bakker, Mykola Pechenizkiy |
| 2009 | On the Complexity of Constraint-Based Theory Extraction. Mario Boley, Thomas Gärtner |
| 2009 | Player Modeling for Intelligent Difficulty Adjustment. Olana Missura, Thomas Gärtner |
| 2009 | Precision and Recall for Regression. Luís Torgo, Rita P. Ribeiro |
| 2009 | Regression Trees from Data Streams with Drift Detection. Elena Ikonomovska, João Gama, Raquel Sebastião, Dejan Gjorgjevikj |
| 2009 | Stream Clustering of Growing Objects. Zaigham Faraz Siddiqui, Myra Spiliopoulou |
| 2009 | Subspace Discovery for Promotion: A Cell Clustering Approach. Tianyi Wu, Jiawei Han |
| 2009 | The Two Faces of Active Learning. Sanjoy Dasgupta |
| 2009 | Towards an Ontology of Data Mining Investigations. Pance Panov, Larisa N. Soldatova, Saso Dzeroski |
| 2009 | Unsupervised Fuzzy Clustering for the Segmentation and Annotation of Upwelling Regions in Sea Surface Temperature Images. Susana Nascimento, Pedro Franco |
| 2009 | Using Data Mining for Wine Quality Assessment. Paulo Cortez, Juliana Teixeira, António Cerdeira, Fernando Almeida, Telmo Matos, José Reis |