| 2007 | A Multidimensional Scaling Approach to Indexing by Metric Adaptation and Representation Upgrade. | Rodrigo Ventura, Carlos Pinto-Ferreira |
| 2007 | Dynamic DDN Construction for Lightweight Planning Architectures. | William H. Turkett Jr. |
| 2007 | Self-Driving Cars - An AI-Robotics Challenge. | Sebastian Thrun |
| 2007 | A Generic Memory Module for Events. | Dan Tecuci, Bruce W. Porter |
| 2007 | Guiding Inference with Policy Search Reinforcement Learning. | Matthew E. Taylor, Cynthia Matuszek, Pace Reagan Smith, Michael Witbrock |
| 2007 | Autonomous Classification of Knowledge into an Ontology. | Matthew E. Taylor, Cynthia Matuszek, Bryan Klimt, Michael Witbrock |
| 2007 | Competitive Neural Network Training: A Multi-Resolution Approach. | Dan E. Tamir |
| 2007 | Maintaining Arc-Consistency over Mutex Relations in Planning Graphs during Search. | Pavel Surynek, Roman Bartk |
| 2007 | Detection and Classification of Cardiac Murmurs Using Segmentation Techniques and Artificial Neural Networks. | Spencer L. Strunic, Fernando Rios-Gutirrez, Roco Alba-Flores, Glenn Nordehn, Stanley Burns |
| 2007 | Performance Analysis of Evolutionary Search with a Dynamic Restart Policy. | Michael Solano, Istvan Jonyer |
| 2007 | Context-Sensitive MTL Networks for Machine Lifelong Learning. | Daniel L. Silver, Ryan Poirier |
| 2007 | Enhanced Case-Based Reasoning trough Use of Argumentation and Numerical Taxonomy. | Lus A. Lima Silva, Bernard F. Buxton, John A. Campbell |
| 2007 | The Optimisation of Unitising Designs. | Andrew Shewring, Hans W. Guesgen |
| 2007 | Towards Player Preference Modeling for Drama Management in Interactive Stories. | Manu Sharma, Santiago Ontan, Christina R. Strong, Manish Mehta, Ashwin Ram |
| 2007 | Identifying Hidden Variables from Context-Specific Independencies. | Manon J. Sanscartier, Eric Neufeld |
| 2007 | Managing Dynamic Contexts Using Failure-Driven Stochastic Models. | Nikita A. Sakhanenko, George F. Luger, Carl R. Stern |
| 2007 | Investigating the Effectiveness of Applying Case-Based Reasoning to the Game of Texas Hold'em. | Jonathan Rubin, Ian D. Watson |
| 2007 | Case-Based Recommendation of Node Ordering in Planning. | Toms de la Rosa, Angel Garca Olaya, Daniel Borrajo |
| 2007 | A Morphological Neural Network Approach to Information Retrieval. | Christian Roberson, Douglas D. Dankel II |
| 2007 | Foundations of Similarity and Utility. | Michael M. Richter |
| 2007 | Probabilistic Knowledge Processing and Remaining Uncertainty. | Elmar Reucher, Friedhelm Kulmann |
| 2007 | Search Ordering Heuristics for Restarts-Based Constraint Solving. | Margarita Razgon, Barry O'Sullivan, Gregory M. Provan |
| 2007 | A Case Elaboration Methodology for a Diagnostic and Repair Help System Based on CBR. | Ivana Rasovska, Brigitte Chebel-Morello, Noureddine Zerhouni |
| 2007 | Artificial Intelligence for Adaptive Computer Games. | Ashwin Ram, Santiago Ontan, Manish Mehta |
| 2007 | Automatic Annotation of Discourse and Semantic Relations Supplemented by Terminology Extraction for Domain Ontology Building and Information Retrieval. | Florence Le Priol, Brahim Djioua, Daniela Garcia |