| 2009 | ART-Based Neural Networks for Multi-label Classification. Elena P. Sapozhnikova |
| 2009 | Adaptive Learning from Evolving Data Streams. Albert Bifet, Ricard Gavaldà |
| 2009 | Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings Niall M. Adams, Céline Robardet, Arno Siebes, Jean-François Boulicaut |
| 2009 | An Application of Intelligent Data Analysis Techniques to a Large Software Engineering Dataset. James Cain, Steve Counsell, Stephen Swift, Allan Tucker |
| 2009 | Analyzing the Localization of Retail Stores with Complex Systems Tools. Pablo Jensen |
| 2009 | Bayesian Solutions to the Label Switching Problem. Kai Puolamäki, Samuel Kaski |
| 2009 | Change (Detection) You Can Believe in: Finding Distributional Shifts in Data Streams. Tamraparni Dasu, Shankar Krishnan, Dongyu Lin, Suresh Venkatasubramanian, Kevin Yi |
| 2009 | Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation. Frank Höppner, Frank Klawonn |
| 2009 | Condensed Representation of Sequential Patterns According to Frequency-Based Measures. Marc Plantevit, Bruno Crémilleux |
| 2009 | Context-Based Distance Learning for Categorical Data Clustering. Dino Ienco, Ruggero G. Pensa, Rosa Meo |
| 2009 | DEMScale: Large Scale MDS Accounting for a Ridge Operator and Demographic Variables. Stephen L. France, J. Douglas Carroll |
| 2009 | Distributed Algorithm for Computing Formal Concepts Using Map-Reduce Framework. Petr Krajca, Vilém Vychodil |
| 2009 | Efficient Vertical Mining of Frequent Closures and Generators. Laszlo Szathmary, Petko Valtchev, Amedeo Napoli, Robert Godin |
| 2009 | Exploiting Data Missingness in Bayesian Network Modeling. Sergio Rodrigues de Morais, Alex Aussem |
| 2009 | Feature Extraction and Selection from Vibration Measurements for Structural Health Monitoring. Janne Toivola, Jaakko Hollmén |
| 2009 | How to Control Clustering Results? Flexible Clustering Aggregation. Martin Hahmann, Peter Benjamin Volk, Frank Rosenthal, Dirk Habich, Wolfgang Lehner |
| 2009 | Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences. Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme |
| 2009 | Improving k-NN for Human Cancer Classification Using the Gene Expression Profiles. Manuel Martín-Merino, Javier De Las Rivas |
| 2009 | Incremental Bayesian Network Learning for Scalable Feature Selection. Grégory Thibault, Alex Aussem, Stéphane Bonnevay |
| 2009 | Intelligent Data Analysis in the 21st Century. Paul R. Cohen, Niall M. Adams |
| 2009 | Isotonic Classification Trees. Rémon van de Kamp, Ad Feelders, Nicola Barile |
| 2009 | Leveraging Call Center Logs for Customer Behavior Prediction. Anju G. Parvathy, Bintu G. Vasudevan, Abhishek Kumar, Rajesh Balakrishnan |
| 2009 | Measure of Similarity and Compactness in Competitive Space. Nikolay G. Zagoruiko |
| 2009 | Mining Frequent Gradual Itemsets from Large Databases. Lisa Di-Jorio, Anne Laurent, Maguelonne Teisseire |
| 2009 | Mining the Temporal Dimension of the Information Propagation. Michele Berlingerio, Michele Coscia, Fosca Giannotti |
| 2009 | Multi-Optimisation Consensus Clustering. Jian Li, Stephen Swift, Xiaohui Liu |
| 2009 | Ontology-Driven KDD Process Composition. Claudia Diamantini, Domenico Potena, Emanuele Storti |
| 2009 | Selecting Computer Architectures by Means of Control-Flow-Graph Mining. Frank Eichinger, Klemens Böhm |
| 2009 | Selecting and Weighting Data for Building Consensus Gene Regulatory Networks. Emma Steele, Allan Tucker |
| 2009 | Semi-supervised Text Classification Using RBF Networks. Eric P. Jiang |
| 2009 | Subgroup Discovery for Test Selection: A Novel Approach and Its Application to Breast Cancer Diagnosis. Marianne Mueller, Rómer Rosales, Harald Steck, Sriram Krishnan, Bharat Rao, Stefan Kramer |
| 2009 | Trajectory Voting and Classification Based on Spatiotemporal Similarity in Moving Object Databases. Costas Panagiotakis, Nikos Pelekis, Ioannis Kopanakis |
| 2009 | Two-Way Grouping by One-Way Topic Models. Eerika Savia, Kai Puolamäki, Samuel Kaski |
| 2009 | Visualization-Driven Structural and Statistical Analysis of Turbulent Flows. Kenny Gruchalla, Mark Rast, Elizabeth Bradley, John P. Clyne, Pablo D. Mininni |
| 2009 | Which Distance for the Identification and the Differentiation of Cell-Cycle Expressed Genes?. Alpha Diallo, Ahlame Douzal Chouakria, Françoise Giroud |
| 2009 | Zero-Inflated Boosted Ensembles for Rare Event Counts. Alexander Borisov, George C. Runger, Eugene Tuv, Nuttha Lurponglukana-Strand |