| 2003 | Combining Pairwise Classifiers with Stacking. | Petr Savick, Johannes Frnkranz |
| 2003 | Combining and Comparing Cluster Methods in a Receptor Database. | Elena V. Samsonova, Thomas Bck, Margot W. Beukers, Adriaan P. IJzerman, Joost N. Kok |
| 2003 | A Mixture Model Approach for Binned Data Clustering. | Allou Sam, Christophe Ambroise, Grard Govaert |
| 2003 | Minimum Message Length Criterion for Second-Order Polynomial Model Selection Applied to Tropical Cyclone Intensity Forecasting. | Grace W. Rumantir, Chris S. Wallace |
| 2003 | Interval Estimation Nave Bayes. | Vctor Robles, Pedro Larraaga, Jos M. Pea, Ernestina Menasalvas Ruiz, Mara S. Prez |
| 2003 | Topology and Intelligent Data Analysis. | Vanessa Robins, Jennifer Abernethy, N. Rooney, Elizabeth Bradley |
| 2003 | Condensed Representations in Presence of Missing Values. | Franois Rioult, Bruno Crmilleux |
| 2003 | Evolutionary System Identification via Descriptive Takagi Sugeno Fuzzy Systems. | Ingo Renners, Adolf Grauel |
| 2003 | Automated Detection of Influenza Epidemics with Hidden Markov Models. | Toni M. Rath, Maximo Carreras, Paola Sebastiani |
| 2003 | Obtaining Quality Microarray Data via Image Reconstruction. | Paul O'Neill, George D. Magoulas, Xiaohui Liu |
| 2003 | Solving Classification Problems Using Infix Form Genetic Programming. | Mihai Oltean, Crina Grosan |
| 2003 | Mining Networks and Central Entities in Digital Libraries. A Graph Theoretic Approach Applied to Co-author Networks. | Peter Mutschke |
| 2003 | Measures of Rule Quality for Feature Selection in Text Categorization. | Elena Montas, Javier Fernndez, Irene Daz, Elas F. Combarro, Jos Ranilla |
| 2003 | Fuzzy Clustering of Short Time-Series and Unevenly Distributed Sampling Points. | Carla S. Mller-Levet, Frank Klawonn, Kwang-Hyun Cho, Olaf Wolkenhauer |
| 2003 | An Iterated Local Search Approach for Minimum Sum-of-Squares Clustering. | Peter Merz |
| 2003 | Selective Sampling with a Hierarchical Latent Variable Model. | Hiroshi Mamitsuka |
| 2003 | Resolving Rule Conflicts with Double Induction. | Tony Lindgren, Henrik Bostrm |
| 2003 | A Multiagent-Based Constructive Approach for Feedforward Neural Networks. | Clodoaldo Ap. M. Lima, Andr Lus Vasconcelos Coelho, Fernando J. Von Zuben |
| 2003 | The Smaller the Better: Comparison of Two Approaches for Sales Rate Prediction. | Martin Lauer, Martin A. Riedmiller, Thomas Ragg, Walter Baum, Michael Wigbers |
| 2003 | Study of Canada/US Dollar Exchange Rate Movements Using Recurrent Neural Network Model of FX-Market. | Ashwani Kumar, D. P. Agrawal, Shiv Dutt Joshi |
| 2003 | An Effective Associative Memory for Pattern Recognition. | Boris Kryzhanovsky, Leonid B. Litinskii, Anatoly B. Fonarev |
| 2003 | Learning to Answer Emails. | Michael Kockelkorn, Andreas Lneburg, Tobias Scheffer |
| 2003 | What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier. | Frank Klawonn, Frank Hppner |
| 2003 | Text Categorization Using Hybrid Multiple Model Schemes. | In-Cheol Kim, Soon-Hee Myoung |
| 2003 | APRIORI-SD: Adapting Association Rule Learning to Subgroup Discovery. | Branko Kavsek, Nada Lavrac, Viktor Jovanoski |