| 2005 | Analysis of an Off-Line Intrusion Detection System: A Case Study in Multi-Objective Genetic Algorithms. | Pedro A. Diaz-Gomez, Dean F. Hougen |
| 2005 | Case-Based Reasoning for Gas Turbine Diagnostics. | Mark Devaney, William Cheetham |
| 2005 | Logic of Determination of Objects: The Meaning of Variable in Quantification. | Jean-Pierre Descls, Anca Pascu |
| 2005 | Finding Base Time-Line of a News Article. | Sandip Debnath, Prasenjit Mitra, C. Lee Giles |
| 2005 | A Geometric Rule Extraction Approach Used for Verification and Validation of a Safety Critical Application. | Marjorie Darrah, Brian J. Taylor, Michael Webb, Rhett Livingston |
| 2005 | A Knowledge-Based System for Rehabilitation of Post-Stroke Patients. | Douglas D. Dankel II, Mara sk Kristmundsdttir |
| 2005 | Model Selection for Support Vector Classifiers via Direct Simplex Search. | Gilles Cohen, Patrick Ruch, Melanie Hilario |
| 2005 | Categories of Inference in a Multi-Faceted, Educational, Knowledge-based Recommender System. | John W. Coffey |
| 2005 | Structure Discovery in Sequentially Connected Data. | Jeffrey Coble, Diane J. Cook, Lawrence B. Holder |
| 2005 | Acquiring and Using World Knowledge Using a Restricted Subset of English. | Peter Clark, Philip Harrison, Thomas Jenkins, John A. Thompson, Richard H. Wojcik |
| 2005 | Speeding Up Inference in Markovian Models. | Theodore Charitos, Peter R. de Waal, Linda C. van der Gaag |
| 2005 | A First-Order Stochastic Modeling Language for Diagnosis. | Chayan Chakrabarti, Roshan Rammohan, George F. Luger |
| 2005 | The Emotional Conditions of Learning. | Soumaya Chaffar, Claude Frasson |
| 2005 | Skin Lesion Segmentation Using Clustering Techniques. | M. Emre Celebi, Wenzhao Guo, Y. Alp Aslandogan, Paul R. Bergstresser |
| 2005 | Human Perception-Driven, Similarity-Based Access to Image Databases. | M. Emre Celebi, Y. Alp Aslandogan |
| 2005 | New Lower Bounds for the Snake-in-the-Box Problem: Using Evolutionary Techniques to Hunt for Snakes. | Darren A. Casella, Walter D. Potter |
| 2005 | Identifying Objects in Object Determination Logic. | Jrme Cardot |
| 2005 | A Consistency-Based Approach to Knowledge Base Refinement. | Tri M. Cao, Paul Compton |
| 2005 | Interactive Control of Evolution Applied to Sound Synthesis. | Marcelo F. Caetano, Jnatas Manzolli, Fernando J. Von Zuben |
| 2005 | Role of Context in Social Networks. | Patrick Brzillon |
| 2005 | Integrating Probabilistic Reasoning into a Symbolic Diagrammatic Reasoner. | Joseph L. Bokor, Ronald W. Ferguson |
| 2005 | Increasing AI Project Effectiveness with Reusable Code Frameworks: A Case Study Using IUCBRF. | Steven Bogaerts, David B. Leake |
| 2005 | Some Arguments for Coordination in Categorial Grammar and Combinatory Logic. | Ismal Biskri, Boucif Amar Bensaber |
| 2005 | Smelly Owls - Design Anomalies in Ontologies. | Joachim Baumeister, Dietmar Seipel |
| 2005 | Semi-Automatic Generation of Test Cases by Case Morphing. | Joachim Baumeister, Rainer Knauf, Frank Puppe |