| 2004 | Satellite Data Exploitation Design Architecture. | Lance Self |
| 2004 | Case-Based Bayesian Network Classifiers. | Eugene Santos, Ahmed Hussein |
| 2004 | Improved Situation Interpretation Metrics in Context-Based Reasoning Simulations. | Roberto Snchez, Avelino J. Gonzalez |
| 2004 | Learning States and Rules for Time Series Anomaly Detection. | Stan Salvador, Philip Chan, John Brodie |
| 2004 | Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining. | Shreeram Sahasrabudhe, Hctor Muoz-Avila |
| 2004 | Mining On-line Sources for Definition Knowledge. | Horacio Saggion, Robert J. Gaizauskas |
| 2004 | Spatiotemporal Novelty Detection Using Resonance Networks. | Benjamin A. Rowland, Anthony S. Maida |
| 2004 | Random Subspacing for Regression Ensembles. | Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal |
| 2004 | Constraint Processing with Reactive Agents. | Georg Ringwelski, Richard J. Wallace |
| 2004 | Formation of Probabilistic Concepts through Observations Containing Discrete and Continuous Attributes. | Ricardo Batista Rebouas, Joo Jos Vasco Furtado |
| 2004 | A New Filtering Model towards an Intelligent Guide Agent. | Mohammed Abdel Razek, Claude Frasson, Marc Kaltenbach |
| 2004 | Knowledge Engineering of Creative Musical Expressions Using Carnatic Music Ideology. | S. Ganesh Ram, C. T. Palaniappan, M. S. Ramakrishnan, R. Devanathan |
| 2004 | Developing Task Specific Sensing Strategies Using Reinforcement Learning. | Srividhya Rajendran, Manfred Huber |
| 2004 | An Experimental Assessment of Direct Versus. Interlingual Translation for Cross-Language Information Retrieval. | Michael Poprat, Udo Hahn, Joachim Wermter, Stefan Schulz, Kornl G. Mark |
| 2004 | Cellular Automata Approach to Aircraft Corrosion Pit Growth. | Ramana Pidaparti, Mathew J. Palakal, Long Fong |
| 2004 | Sos: Accommodation on the Fly with ACCESS. | Donnacha Phelan, Robin Strahan, Rem W. Collier, Conor Muldoon, Gregory M. P. O'Hare |
| 2004 | (Dis)Belief Change and Feed-Back Loop. | Laurent Perrussel, Jean-Marc Thvenin |
| 2004 | An Effective Indexing and Retrieval Approach for Temporal Cases. | David W. Patterson, Mykola Galushka, Niall Rooney |
| 2004 | Personalization Using Hybrid Data Mining Approaches in E-Business Applications. | Olena Parkhomenko, Yugyung Lee, Chintan Patel |
| 2004 | In-Depth Analysis of Similarity Knowledge and Metric Contributions to Recommender Performance. | Derry O'Sullivan, Barry Smyth, David C. Wilson |
| 2004 | Indirect Encoding Evolutionary Learning Algorithm for the Multilayer Morphological Perceptron. | Jorge L. Ortiz, Roberto Pieiro |
| 2004 | A Method Based on RBF-DDA Neural Networks for Improving Novelty Detection in Time Series. | Adriano L. I. Oliveira, Fernando Buarque de Lima Neto, Silvio Romero de Lemos Meira |
| 2004 | Emotionally Intelligent Tutoring Systems (EITS). | Magalie Ochs, Claude Frasson |
| 2004 | Mining Bayesian Networks to Forecast Adverse Outcomes Related to Acute Coronary Syndrome. | Andy Novobilski, Francis M. Fesmire, David Sonnemaker |
| 2004 | Combining Methods for Word Sense Disambiguation of WordNet Glosses. | Adrian Novischi |