| 2004 | A Generalized Quadratic Loss for Support Vector Machines. | Filippo Portera, Alessandro Sperduti |
| 2004 | DILIGENT: Towards a fine-grained methodology for Distributed, Loosely-controlled and evolving Engineering of oNTologies. | Helena Sofia Pinto, Steffen Staab, Christoph Tempich |
| 2004 | Context-Aware Personalised Service Delivery. | Edoardo Pignotti, Peter Edwards, Gunnar Aastrand Grimnes |
| 2004 | Extending Defeasible Logic and Defeasible Prolog. | Ahti-Veikko Pietarinen |
| 2004 | AUTAS: A Tool for Supporting FMECA Generation in Aeronautic Systems. | Claudia Picardi, Luca Console, Frederic Berger, Jan Breeman, Tony Kanakis, Jeroen Moelands, Stephan Collas, Emmanuel Arbaretier, Nino De Domenico, Ermanno Girardelli, Oskar Dressler, Peter Struss, Benjamin Zilbermann |
| 2004 | Adaptive, Multilingual Named Entity Recognition in Web Pages. | Georgios Petasis, Vangelis Karkaletsis, Claire Grover, Ben Hachey, Maria Teresa Pazienza, Michele Vindigni, Jos Coch |
| 2004 | On-Line Search for Solving Markov Decision Processes via Heuristic Sampling. | Laurent Pret, Frdrick Garia |
| 2004 | Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets. | Kang Peng, Zoran Obradovic, Slobodan Vucetic |
| 2004 | Diagnosability Analysis of Distributed Discrete Event Systems. | Yannick Pencol |
| 2004 | Assessing the Bias of Classical Planning Strategies on Makespan-Optimizing Scheduling. | Federico Pecora, Riccardo Rasconi, Amedeo Cesta |
| 2004 | Synonymus Theories in Answer Set Programming and Equilibrium Logic. | David Pearce, Agustn Valverde |
| 2004 | Identifying Relational Concept Lexicalisations by Using General Linguistic Knowledge. | Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto |
| 2004 | Vision-Language Integration in AI: A Reality Check. | Katerina Pastra, Yorick Wilks |
| 2004 | A Speech Architecture for Personal Assistants in a Knowledge Management Context. | Emerson Cabrera Paraiso, Jean-Paul A. Barths, Cesar Augusto Tacla |
| 2004 | A Fuzzy Approach to Temporal Model-Based Diagnosis for Intensive Care Units. | Jos T. Palma, Jos M. Jurez, Manuel Campos, Roque Marn |
| 2004 | Online Social and Business Networking Communities. | Ina O'Murchu, John G. Breslin, Stefan Decker |
| 2004 | Efficient and Secure Collaborative Filtering through Intelligent Neighbour Selection. | Michael P. O'Mahony, Neil J. Hurley, Guenole C. M. Silvestre |
| 2004 | Pushing "Underfitting" to the Limit: Learning in Bidimensional Text Categorization. | Giorgio Maria Di Nunzio, Alessandro Micarelli |
| 2004 | Instance-Based Learning Techniques of Unsupervised Feature Weighting Do not Perform So Badly! | Hctor Nez, Miquel Snchez-Marr |
| 2004 | Visual Learning by Set Covering Machine with Efficient Feature Selection. | Hiroki Nomiya, Kuniaki Uehara |
| 2004 | An Algorithm for Knowledge Base Extraction. | Alexander Nittka |
| 2004 | Ideal Refinement of Datalog Clauses Using Primary Keys. | Siegfried Nijssen, Joost N. Kok |
| 2004 | When Are Behaviour Networks Well-Behaved? | Bernhard Nebel, Yuliya Babovich-Lierler |
| 2004 | Local Search for Heuristic Guidance in Tree Search. | Alexander Nareyek, Stephen F. Smith, Christian M. Ohler |
| 2004 | Robel: Synthesizing and Conrolling Complex Robust Robot Behaviors. | Benoit Morisset, Guillaume Infantes, Malik Ghallab, Flix Ingrand |