| 2003 | Predicting Harmful Algae Blooms. | Rita P. Ribeiro, Lus Torgo |
| 2003 | Yerkes-Dodson Law in Agents' Training. | Sarunas Raudys, Viktoras Justickis |
| 2003 | Managing Dialog in a Natural Language Querying System. | Luis Quintano, Irene Rodrigues |
| 2003 | Golomb Rulers: The Advantage of Evolution. | Francisco Baptista Pereira, Jorge Tavares, Ernesto Costa |
| 2003 | Improving Self-Confidence: An Advise-Based Evolutionary Model. | Ivette C. Martnez, Miguel A. Castro, Carlos Domingo Castillo |
| 2003 | Border Detection on Remote Sensing Satellite Data Using Self-Organizing Maps. | Nuno M. C. Marques, Ning Chen |
| 2003 | Mining Generalized Character n-Grams in Large Corpora. | Nuno C. Marques, Agns Braud |
| 2003 | A Resource Sharing Model to Study Social Behaviours. | Pedro Mariano, Lus Correia |
| 2003 | A Data Mining Approach to Credit Risk Evaluation and Behaviour Scoring. | Sara C. Madeira, Arlindo L. Oliveira, Catarina S. Conceio |
| 2003 | Learning Action Theories with Ramifications. | David Lorenzo |
| 2003 | Influence of kNN-Based Load Forecasting Errors on Optimal Energy Production. | Alicia Troncoso Lora, Jos Cristbal Riquelme Santos, Jos Lus Martnez Ramos, Jess Manuel Riquelme-Santos, Antonio Gmez Expsito |
| 2003 | On the BEAM Implementation. | Ricardo Lopes, Vtor Santos Costa, Fernando M. A. Silva |
| 2003 | Improving Progressive Sampling via Meta-learning. | Rui Leite, Pavel Brazdil |
| 2003 | Automatic Summarization Based on Principal Component Analysis. | Chang Beom Lee, Min-Soo Kim, Hyuk Ro Park |
| 2003 | BAYES-NEAREST: A New Hybrid Classifier Combining Bayesian Network and Distance Based Algorithms. | Elena Lazkano, Basilio Sierra |
| 2003 | Reorganizing News Web Pages for Mobile Users. | Woncheol Kim, Eenjun Hwang, Wonil Kim |
| 2003 | Creating User-Adapted Design Recommender System through Collaborative Filtering and Content Based Filtering. | Kyung-Yong Jung, Young-Joo Na, Jung-Hyun Lee |
| 2003 | A Preliminary Approach to the Multilabel Classification Problem of Portuguese Juridical Documents. | Teresa Gonalves, Paulo Quaresma |
| 2003 | Acquiring Semantic Classes to Elaborate Attachment Heuristics. | Pablo Gamallo, Alexandre Agustini, Jos Gabriel Pereira Lopes |
| 2003 | Experimental Evaluation of a Caching Technique for ILP. | Nuno A. Fonseca, Vtor Santos Costa, Fernando M. A. Silva, Rui Camacho |
| 2003 | From Wheels to Wings with Evolutionary Spiking Circuits. | Dario Floreano, Jean-Christophe Zufferey, Jean-Daniel Nicoud |
| 2003 | Mining Low Dimensionality Data Streams of Continuous Attributes. | Francisco J. Ferrer-Troyano, Jess S. Aguilar-Ruiz, Jos Cristbal Riquelme Santos |
| 2003 | Learning from Networks of Examples. | Pedro M. Domingos, Matthew Richardson |
| 2003 | An Architecture for a Rational Reactive Agent. | Pierangelo Dell'Acqua, Mattias Engberg, Lus Moniz Pereira |
| 2003 | Understanding Implicit Language Structures. | Vernica Dahl |