| 2003 | On Lookahead Heuristics in Decision Tree Learning. | Tapio Elomaa, Tuomo Malinen |
| 2003 | Probability Logic Modeling of Knowledge Discovery in Databases. | Jitender S. Deogun, Liying Jiang, Ying Xie, Vijay V. Raghavan |
| 2003 | Dialog Planning and Domain Knowledge Modeled in Terms of Tasks and Methods: A Flexible Framework for Dialog Managing. | Fabien Delorme, Jrme Lehuen |
| 2003 | Functional Ontology for Intelligent Instruments. | Richard Dapoigny, Eric Benoit, Laurent Foulloy |
| 2003 | Comparing and Merging Ontologies: A Concept Type Hierarchy Approach. | Dan Corbett |
| 2003 | Parallel Ant Colony Systems. | Shu-Chuan Chu, John F. Roddick, Jeng-Shyang Pan, Che-Jen Su |
| 2003 | Partial Prefix Sum Method for Large Data Warehouses. | Seok-Ju Chun |
| 2003 | Hierarchical Ordering for Approximate Similarity Ranking. | Joselto J. Chua, Peter E. Tischer |
| 2003 | Design of Iconic Language Interface for Semantic Based Korean Language Generation. | Kyonam Choo, Hyunjae Park, Hongki Min, Yoseop Woo, Seokhoon Kang |
| 2003 | Intelligent Protein 3D Structure Retrieval System. | Yiqiang Chen, Wen Gao, Lijuan Duan, Xiang Chen, Charles X. Ling |
| 2003 | Light-Weight Agents for E-learning Environments. | Kevin Chan, Leon Sterling |
| 2003 | Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes. | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2003 | Reasoning in Data Integration Systems: Why LAV and GAV Are Siblings. | Andrea Cal |
| 2003 | The KAMET II Methodology: A Modern Approach for Building Diagnosis-Specialized Knowledge-Based Systems. | Osvaldo Cair, Julio Csar Alvarez |
| 2003 | Comparing Hierarchical Markov Networks and Multiply Sectioned Bayesian Networks. | Cory J. Butz, H. Geng |
| 2003 | Integration of Heterogeneous, Imprecise and Incomplete Data: An Application to the Microbiological Risk Assessment. | Patrice Buche, Ollivier Haemmerl, Rallou Thomopoulos |
| 2003 | Some Enhancements in Genetic Learning: A Case Study on Initial Population. | Ivan Bruha |
| 2003 | Applying Neural Networks to Study the Mesoscale Variability of Oceanic Boundary Currents. | Silvia Silva da Costa Botelho, Mauricio M. Mata, Rodrigo Andrade de Bem, Igor Almeida |
| 2003 | Decentralized Control: Obligations and Permissions in Virtual Communities of Agents. | Guido Boella, Leendert W. N. van der Torre |
| 2003 | PDL with Maximum Consistency Monitors. | Elisa Bertino, Alessandra Mileo, Alessandro Provetti |
| 2003 | Towards a Contextual Content of Ontologies. | Djamal Benslimane, Catherine Roussey, Christelle Vangenot, Ahmed Arara |
| 2003 | Constraint Propagation to Semantic Web Services Discovery. | Salima Benbernou, Etienne Canaud, Mohand-Said Hacid, Farouk Toumani |
| 2003 | Searching for the Complex Decision Reducts: The Case Study of the Survival Analysis. | Jan G. Bazan, Andrzej Skowron, Dominik Slezak, Jakub Wroblewski |
| 2003 | Extending the CLP Engine for Reasoning under Uncertainty. | Nicos Angelopoulos |
| 2003 | Program Generation for Application Domain Users by Selecting Model Candidates. | Takumi Aida, Setsuo Ohsuga |