| 2005 | Real-Time Decision Making for Large POMDPs. | Sbastien Paquet, Ludovic Tobin, Brahim Chaib-draa |
| 2005 | Multiagent Systems Viewed as Distributed Scheduling Systems: Methodology and Experiments. | Sbastien Paquet, Nicolas Bernier, Brahim Chaib-draa |
| 2005 | On the Role of the Markov Condition in Causal Reasoning. | Eric Neufeld, Sonje Kristtorn |
| 2005 | A Supervised Learning Approach to Acronym Identification. | David Nadeau, Peter D. Turney |
| 2005 | Queuing Local Solutions in Distributed Constraint Satisfaction Systems. | Ronnie Mueller, William S. Havens |
| 2005 | Dynamic Maps in Monte Carlo Localization. | Adam Milstein |
| 2005 | Error Bounds in Reinforcement Learning Policy Evaluation. | Fletcher Lu |
| 2005 | A Bayesian Model to Smooth Telepointer Jitter. | Jeff Long, Michael C. Horsch |
| 2005 | English to Chinese Translation of Prepositions. | Hui Li, Nathalie Japkowicz, Caroline Barrire |
| 2005 | Heuristic Search Applied to Abstract Combat Games. | Alexander Kovarsky, Michael Buro |
| 2005 | Multi Class Adult Image Classification Using Neural Networks. | Wonil Kim, Han-Ku Lee, Jinman Park, Kyoungro Yoon |
| 2005 | SWAMI: Searching the Web Using Agents with Mobility and Intelligence. | Mark Kilfoil, Ali A. Ghorbani |
| 2005 | Instance Cloning Local Naive Bayes. | Liangxiao Jiang, Harry Zhang, Jiang Su |
| 2005 | Quick Spatial Outliers Detecting with Random Sampling. | Tianqiang Huang, Xiaolin Qin, Qinmin Wang, Chongcheng Chen |
| 2005 | Integrating Web Content Clustering into Web Log Association Rule Mining. | Jiayun Guo, Vlado Keselj, Qigang Gao |
| 2005 | First Steps Towards Incremental Diagnosis of Discrete-Event Systems. | Alban Grastien, Marie-Odile Cordier, Christine Largout |
| 2005 | Fast Protein Superfamily Classification Using Principal Component Null Space Analysis. | Leon French, Alioune Ngom, Luis Rueda |
| 2005 | Rethinking Language Models Within the Framework of Dynamic Bayesian Networks. | Murat Deviren, Khalid Daoudi, Kamel Smali |
| 2005 | ARES 2: A Tool for Evaluating Cooperative and Competitive Multi-agent Systems. | Jrg Denzinger, Jordan Kidney |
| 2005 | Generating Adaptive Multimedia Presentations Based on a Semiotic Framework. | Osama El Demerdash, Sabine Bergler, Leila Kosseim, P. Karen Langshaw |
| 2005 | Knowledge Distribution in Large Organizations Using Defeasible Logic Programming. | Carlos Ivn Chesevar, Ramn F. Brena, Jos-Luis Aguirre |
| 2005 | Adjusting the Autonomy of Collections of Agents in Multiagent Systems. | Michael Y. K. Cheng, Chris Micacchi, Robin Cohen |
| 2005 | Producing Headline Summaries for Newspaper Articles. | Yllias Chali, Maheedhar Kolla |
| 2005 | Incorporating Evidence in Bayesian Networks with the Select Operator. | Cory J. Butz, F. Fang |
| 2005 | A Markov Model for Inventory Level Optimization in Supply-Chain Management. | Scott Buffett |