| 2006 | Stream Clustering Based on Kernel Density Estimation. | Stefano Lodi, Gianluca Moro, Claudio Sartori |
| 2006 | Reasoning with Fuzzy Ontologies. | Yanhui Li, Baowen Xu, Jianjiang Lu, Dazhou Kang |
| 2006 | Refining Ontologies via Pattern-based Clustering. | Francesca A. Lisi, Floriana Esposito |
| 2006 | Two Orthogonal Biases for Choosing the Intensions of Emerging Concepts in Ontology Refinement. | Francesca A. Lisi, Floriana Esposito |
| 2006 | An Automated Agent for Bilateral Negotiation with Bounded Rational Agents with Incomplete Information. | Raz Lin, Sarit Kraus, Jonathan Wilkenfeld, James Barry |
| 2006 | The Truth About Defaults. | Hector J. Levesque |
| 2006 | Last Conflict Based Reasoning. | Christophe Lecoutre, Lakhdar Sais, Sbastien Tabary, Vincent Vidal |
| 2006 | Partial Local FriendQ Multiagent Learning: Application to Team Automobile Coordination Problem. | Julien Laumonier, Brahim Chaib-draa |
| 2006 | Semantic Knowledge Model and Architecture for Agents in Discrete Environments. | Michal Laclavik, Marian Babik, Zoltn Balogh, Emil Gatial, Ladislav Hluch |
| 2006 | Web-Based Tools for Codification with Medical Ontologies in Switzerland. | Thorsten Kurz, Kilian Stoffel |
| 2006 | Mapping Ontologies and Contexts: From Theory to a Case Study. | Dmitry Kudryavtsev |
| 2006 | On the Modeling of Context-Rules with WSML. | Reto Krummenacher, Holger Lausen, Thomas Strang |
| 2006 | AI and Music: Toward a Taxonomy of Problem Classes. | Oliver Kramer, Benno Stein, Jrgen Wall |
| 2006 | Ontologies and Context for Educational Process Modeling in IMS Learning Design. | Colin Knight, Dragan Gasevic, Griff Richards |
| 2006 | Testing the Limits of Emergent Behavior in MAS Using Learning of Cooperative Behavior. | Jordan Kidney, Jrg Denzinger |
| 2006 | On the Inability of Gathering by Asynchronous Mobile Robots with Initial Movements. | Branislav Katreniak, Jana Katreniakov |
| 2006 | Acyclic Argumentation: Attack = Conflict + Preference. | Souhila Kaci, Leendert W. N. van der Torre, Emil Weydert |
| 2006 | Return of the JTMS: Preferences Orchestrate Conflict Learning and Solution Synthesis. | Ulrich Junker, Olivier Lhomme |
| 2006 | Preference-Based Inconsistency Proving: When the Failure of the Best Is Sufficient. | Ulrich Junker |
| 2006 | Least Squares SVM for Least Squares TD Learning. | Tobias Jung, Daniel Polani |
| 2006 | Diagnosing Highly Configurable Products: Troubleshooting Support for Airbus Final Assembly Line. | Andreas Junghanns, Mugur M. Tatar |
| 2006 | Imitation of Intentional Behaviour. | Bart Jansen |
| 2006 | Learning Behaviors Models for Robot Execution Control. | Guillaume Infantes, Flix Ingrand, Malik Ghallab |
| 2006 | Contouring of Knowledge for Intelligent Searching for Arguments. | Anthony Hunter |
| 2006 | Depth Ordering and Figure-Grounil Segregation in Monocular Images Derived from Illusory Contour Perception. | Marcus Hund, Brbel Mertsching |