| 2006 | Constructing a Corpus-based Ontology Using Model Bias. | Anna Rumshisky, Patrick Hanks, Catherine Havasi, James Pustejovsky |
| 2006 | Melody Track Identification in Music Symbolic Files. | David Rizo, Pedro J. Ponce de Len, Antonio Pertusa, Carlos Prez-Sancho, Jos Manuel Iesta Quereda |
| 2006 | Corpus Based Unsupervised Labeling of Documents. | Delip Rao, Deepak P, Deepak Khemani |
| 2006 | User Modeling for Adaptive Question Answering and Information Retrieval. | Silvia Quarteroni, Suresh Manandhar |
| 2006 | Automated Generation of Interesting Theorems. | Yury Puzis, Yi Gao, Geoff Sutcliffe |
| 2006 | Automatic Annotation of Localization and Identification Relations in Platform EXCOM. | Florence Le Priol, Antoine Blais, Jean-Pierre Descls, Brahim Djioua, Jorge J. Garca Flores, Gall Guibert, Agata Jackiewicz, Leila Nait-Baha, Benot Sauzay |
| 2006 | Smart Environment for Smarter Agents in E-Markets. | Eric Platon |
| 2006 | Genetic Programming: Analysis of Optimal Mutation Rates in a Problem with Varying Difficulty. | Alan Piszcz, Terence Soule |
| 2006 | Full Restart Speeds Learning. | Smiljana Petrovic, Susan L. Epstein |
| 2006 | Topological Reasoning for Identifying a Complete Set of Topological Predicates between Vague Spatial Objects. | Alejandro Pauly, Markus Schneider |
| 2006 | Coalition Formation Meets Information Theory. | Victor Palmer, Thomas R. Ioerger |
| 2006 | Inexact Graph Matching: A Case of Study. | Ivn Olmos, Jesus A. Gonzalez, Mauricio Osorio |
| 2006 | Managing Student Emotions in Intelligent Tutoring Systems. | Roger Nkambou |
| 2006 | Cognitive Simulation in Virtual Patients. | Sergei Nirenburg, Marjorie McShane, Stephen Beale, Thomas P. O'Hara, Bruce Jarrell, George Fantry, John Raczek |
| 2006 | Referring-Expression Generation Using a Transformation-Based Learning Approach. | Jill Nickerson, Stuart M. Shieber, Barbara J. Grosz |
| 2006 | Reducing the Case Acquisition and Maintenance Bottleneck with User-Feedback-Driven Case Base Maintenance. | Markus Nick |
| 2006 | Contextual Graphs for a Real-World Decision Support System. | Johann V. Nguyen, Brian C. Becker, Avelino J. Gonzalez |
| 2006 | Clue Deduction: Professor Plum Teaches Logic. | Todd W. Neller, Zdravko Markov, Ingrid Russell |
| 2006 | Fast Generation of a Sequence of Trained and Validated Feed-Forward Networks. | Pramod Lakshmi Narasimha, Walter H. Delashmit, Michael T. Manry, Jiang Li, Francisco J. Maldonado |
| 2006 | Prolog-Based Analysis of Tabular Rule-Based Systems with XTT Approach. | Grzegorz J. Nalepa, Antoni Ligeza |
| 2006 | LARC: Learning to Assign Knowledge Roles to Textual Cases. | Eni Mustafaraj, Martin Hoof, Bernd Freisleben |
| 2006 | Developing Aesthetic Computer Generated Drawings through Artificial Evolution. | Kevin Moynihan |
| 2006 | AI for Autonomy in Space Exploration: Current Capabilities and Future Challenges. | Robert Morris |
| 2006 | Evolving Keys for Periodic Polyalphabetic Ciphers. | Ralph A. Morelli, Ralph Walde |
| 2006 | On-line Qualitative Temporal Reasoning with Explanation. | Debasis Mitra, Florent Launay |