| 2005 | Agent Based Approach for Searching, Mining and Managing Enormous Amounts of Spatial Image Data. | Paul J. Palathingal, Thomas E. Potok, Robert M. Patton |
| 2005 | Kernels Incorporating Word Positional Information in Natural Language Disambiguation Tasks. | Tapio Pahikkala, Sampo Pyysalo, Filip Ginter, Jorma Boberg, Jouni Jrvinen, Tapio Salakoski |
| 2005 | An Orthonormal Basis for Entailment. | Andrew Olney, Zhiqiang Cai |
| 2005 | Subgraph Isomorphism Detection Using a Code Based Representation. | Ivn Olmos, Jesus A. Gonzalez, Mauricio Osorio |
| 2005 | Agents Go Traveling. | Donal O'Kane, David Marsh, Song Shen, Richard Tynan, Gregory M. P. O'Hare |
| 2005 | Eliciting Trust Values from Recommendation Errors. | John O'Donovan, Barry Smyth |
| 2005 | Retrieving Short and Dynamic Biomedical Sequences. | Markus Nilsson |
| 2005 | Speeding-up Model Selection for Support Vector Machines. | DucDung Nguyen, Tu Bao Ho |
| 2005 | Whether Non-Correlation Implies Non-Causation. | Eric Neufeld, Sonje Kristtorn |
| 2005 | Teaching Stochastic Local Search. | Todd W. Neller |
| 2005 | Approximating Partial Interchangeability in CSP Solutions. | Nicoleta Neagu, Boi Faltings |
| 2005 | Semi-Automatic Extension of Large-Scale Linguistic Knowledge Bases. | Roberto Navigli |
| 2005 | Nonlinear Network Time-Series Forecasting Using Redundancy Reduction. | Pramod Lakshmi Narasimha, Michael T. Manry, Changhua Yu |
| 2005 | Reasoning in the Event Calculus Using First-Order Automated Theorem Proving. | Erik T. Mueller, Geoff Sutcliffe |
| 2005 | Partial Constraint Satisfaction of Disjunctive Temporal Problems. | Michael D. Moffitt, Martha E. Pollack |
| 2005 | Lease-based Decentralized Resource Management in Open Multi-Agent Systems. | David G. A. Mobach, Benno J. Overeinder, Olivier Marin, Frances M. T. Brazier |
| 2005 | Algebraic Approach to Specifying Part-Whole Associations. | Fatma Mili, Wen Li |
| 2005 | A Rough Set Interpretation of User's Web Behavior: A Comparison with Information Theoretic Measure. | George V. Meghabghab |
| 2005 | An Analysis of Critique Diversity in Case-Based Recommendation. | Kevin McCarthy, James Reilly, Lorraine McGinty, Barry Smyth |
| 2005 | Plausible Query-Answering Inference in Data Integration. | Zoran Majkic |
| 2005 | Identification in Chain Multi-Agent Causal Models. | Sam Maes, Stijn Meganck, Bernard Manderick |
| 2005 | Exploring Similarities in Music Performances with an Evolutionary Algorithm. | Sren Tjagvad Madsen, Gerhard Widmer |
| 2005 | The Embodiment of Amodal Symbolic Knowledge Representations. | Max M. Louwerse, Zhiqiang Cai, Xiangen Hu, Matthew Ventura, Patrick Jeuniaux |
| 2005 | An Extended BDI Agent Architecture with Multiple Intention Reconsideration Ability in a Vessel Berthing Application. | Prasanna Lokuge, Damminda Alahakoon |
| 2005 | Knowledge Modelling through RDF Classification. | Vincenzo Loia, Sabrina Senatore, Maria I. Sessa |