| 2009 | Join Tree Propagation Utilizing Both Arc Reversal and Variable Elimination. | Cory J. Butz, Ken Konkel, Pawan Lingras |
| 2009 | A Comparative Study of Variable Elimination and Arc Reversal in Bayesian Network Inference. | Cory J. Butz, Junying Chen, Ken Konkel, Pawan Lingras |
| 2009 | Systematic Evaluation of Convergence Criteria in Iterative Training for NLP. | Patricia Brent, Nathan David Green, Paul Breimyer, Ramya Krishnamurthy, Nagiza F. Samatova |
| 2009 | Simplification of Patent Claim Sentences for their Paraphrasing and Summarization. | Nadjet Bouayad-Agha, Gerard Casamayor, Gabriela Ferraro, Leo Wanner |
| 2009 | From SDK to xPST: A New Way to Overlay a Tutor on Existing Software. | Stephen Bruce Blessing, Stephen B. Gilbert, Liz Blankenship, Bhavesh Sanghvi |
| 2009 | Special Track on Semantics, Ontologies, and Computational Linguistics. | Ismal Biskri, Anca Pascu, Richard Dapoigny, Florence Le Priol |
| 2009 | Methodology for Classifying and Indexing Case-Based Reasoning Systems in the Health Sciences. | Isabelle Bichindaritz, John C. Reed Jr. |
| 2009 | Automatic Analysis of Author Judgment in Scientific Articles Based on Semantic Annotation. | Marc Bertin, Iana Atanassova, Jean-Pierre Descls |
| 2009 | Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases. | Ralph Bergmann, Alexander Tartakovski |
| 2009 | Extending Temporal Causal Graph for Diagnosis Problems. | Lamia Belouaer, Maroua Bouzid, Malek Mouhoub |
| 2009 | Verification of Distributed Knowledge in Semantic Knowledge Wikis. | Joachim Baumeister, Grzegorz J. Nalepa |
| 2009 | Advanced Measures for Empirical Testing. | Joachim Baumeister |
| 2009 | Multivariate Time Series Classification with Temporal Abstractions. | Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht |
| 2009 | Enhancing Constraint Models for Planning Problems. | Roman Bartk, Daniel Toropila |
| 2009 | Special Track on Artificial Intelligence Planning and Scheduling. | Roman Bartk |
| 2009 | Modeling Semantic Question Context for Question Answering. | Protima Banerjee, Hyoil Han |
| 2009 | ACOPlan: Planning with Ants. | Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi |
| 2009 | FCP-Growth: Class Itemsets for Class Association Rules. | Emna Bahri, Stphane Lallich |
| 2009 | Organizing Knowledge as an Ontology of the Domain of Resilient Computing by Means of Natural Language Processing - An Experience Report -. | Algirdas Avizienis, Gintare Grigonyte, Johann Haller, Friedrich W. von Henke, Thorsten Liebig, Olaf Noppens |
| 2009 | A Data Warehouse-Based Approach for Quality Management, Analysis and Evaluation of Intelligent Systems using Subgroup Mining. | Martin Atzmller, Frank Puppe, Stephanie Beer |
| 2009 | A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture. | Martin Atzmueller, Grzegorz J. Nalepa |
| 2009 | What a Legal CBR Ontology Should Provide. | Kevin D. Ashley |
| 2009 | Measuring General Relational Structure Using the Block Modularity Clustering Objective. | Adam Paul Anthony, Marie desJardins, Michael Lombardi |
| 2009 | Using Mixed Reality to Facilitate Education in Robotics and AI. | John Eric Anderson, Jacky Baltes |
| 2009 | Maintaining Focus: Overcoming Attention Deficit Disorder in Contingent Planning. | Ronald Alford, Ugur Kuter, Dana S. Nau, Elnatan Reisner, Robert P. Goldman |