| 2006 | A Hybrid Generative/Discriminative Bayesian Classifier. | Changsung Kang, Jin Tian |
| 2006 | Supporting Systematic Usage of Context in Web Applications. | J. Wolfgang Kaltz, Jrgen Ziegler |
| 2006 | One-Shot Procedure Learning from Instruction and Observation. | Hyuckchul Jung, James F. Allen, Nathanael Chambers, Lucian Galescu, Mary D. Swift, William Taysom |
| 2006 | A Natural Language Tutorial Dialogue System for Physics. | Pamela W. Jordan, Maxim Makatchev, Umarani Pappuswamy, Kurt VanLehn, Patricia L. Albacete |
| 2006 | Improving Modularity in Genetic Programming Using Graph-Based Data Mining. | Istvan Jonyer, Akiko Himes |
| 2006 | Introducing GEMS - A Novel Technique for Ensemble Creation. | Ulf Johansson, Tuve Lfstrm, Rikard Knig, Lars Niklasson |
| 2006 | Gloss Overlap Extensions for a Semantic Network Algorithm: Building a Better Semantic Distance Measure. | Thimal Jayasooriya, Suresh Manandhar |
| 2006 | Constrained Lexical Attraction Models. | Radu Ion, Verginica Barbu Mititelu |
| 2006 | The Information Flow Foundation for Fusing Inferences. | Bo Hu |
| 2006 | Model Construction Algorithms for Object-Oriented Probabilistic Relational Models. | Catherine Howard, Markus Stumptner |
| 2006 | Computer, Tell Me a Joke ... but Please Make it Funny: Computational Humor with Ontological Semantics. | Christian Hempelmann, Victor Raskin, Katrina E. Triezenberg |
| 2006 | Reasoning about Knowledge and Continuity. | Bernhard Heinemann |
| 2006 | The ASSISTment Builder: Towards an Analysis of Cost Effectiveness of ITS Creation. | Neil T. Heffernan, Terrence E. Turner, Abraao L. N. Lourenco, Michael A. Macasek, Goss Nuzzo-Jones, Kenneth R. Koedinger |
| 2006 | Implementation of a Decision Theoretical Framework: A Case Study of the Red River Delta in Vietnam. | Karin Hansson, Love Ekenberg, Mats Danielson |
| 2006 | Uncertainty Reasoning in Description Logics: A Generic Approach. | Volker Haarslev, Hsueh-Ieng Pai, Nematollaah Shiri |
| 2006 | Deverbal Nouns in Knowledge Representation. | Olga Gurevich, Richard S. Crouch, Tracy Holloway King, Valeria de Paiva |
| 2006 | An Artificial Neural Network for a Tank Targeting System. | Hans W. Guesgen, Xiao Dong Shi |
| 2006 | Dialog Learning in Conversational CBR. | Mingyang Gu, Agnar Aamodt |
| 2006 | Methods for Constructing Balanced Elimination Trees and Other Recursive Decompositions. | Kevin Grant, Michael C. Horsch |
| 2006 | Design, Implementation and Performance Analysis of Pervasive Surveillance Networks. | Amit Goradia, Zhiwei Cen, Clayton Haffner, Ning Xi, Matt W. Mutka |
| 2006 | Automatic Personalization of the Human Computer Interaction Using Temperaments. | Hector Gmez-Gaucha, Beln Daz-Agudo, Pedro A. Gonzlez-Calero |
| 2006 | Syntax-based Concept Extraction for Question Answering Using SEMEX. | Demetrios G. Glinos, Fernando Gomez |
| 2006 | Agile Sensor Networks: Adaptive Coverage via Mobile Nodes. | Swapna Ghanekar, Fatma Mili, Imad H. Elhajj |
| 2006 | Epistemic Categorization for Analysis of Customer Complaints. | Boris A. Galitsky, Anca Pascu |
| 2006 | Using Self-Organization in an Agent Framework to Model Criminal Activity in Response to Police Patrol Routes. | Vasco Furtado, Adriano Melo, Ronaldo Menezes, Mairon Belchior |