| 2003 | Orthographic Case Restoration Using Supervised Learning Without Manual Annotation. | Cheng Niu, Wei Li, Jihong Ding, Rohini K. Srihari |
| 2003 | Emergence of Cooperation in a Multiple Predator, Single Prey Game. | Geoff Nitschke |
| 2003 | On the Computation of Local Interchangeability in Soft Constraint Satisfaction Problems. | Nicoleta Neagu, Stefano Bistarelli, Boi Faltings |
| 2003 | BUC Algorithm for Iceberg Cubes: Implementation and Sensitivity Analysis. | George E. Nasr, Celine Badr |
| 2003 | Optimizing F-Measure with Support Vector Machines. | David R. Musicant, Vipin Kumar, Aysel Ozgur |
| 2003 | Case-Based Argumentation via Process Models. | J. William Murdock, David W. Aha, Len Breslow |
| 2003 | Open Domain Information Extraction via Automatic Semantic Labeling. | Alessandro Moschitti, Paul Morarescu, Sanda M. Harabagiu |
| 2003 | A Word-Based Genetic Algorithm for Cryptanalysis of Short Cryptograms. | Ralph A. Morelli, Ralph Walde |
| 2003 | Identifying Inhabitants of an Intelligent Environment Using a Graph-Based Data Mining System. | Ritesh Mehta, Diane J. Cook, Lawrence B. Holder |
| 2003 | Keyword Extraction from a Single Document using Word Co-occurrence Statistical Information. | Yutaka Matsuo, Mitsuru Ishizuka |
| 2003 | Dispatching Cases versus Merging Case-Bases: When MCBR Matters. | David B. Leake, Raja Sooriamurthi |
| 2003 | Topic Extraction and Extension to Support Concept Mapping. | David B. Leake, Ana Gabriela Maguitman, Thomas Reichherzer |
| 2003 | Using Statistical Word Associations for the Retrieval of Strongly-Textual Cases. | Luc Lamontagne, Philippe Langlais, Guy Lapalme |
| 2003 | A Hybrid Classification Method for Database Contents Analysis. | Jean-Charles Lamirel, Yannick Toussaint, Shadi Al Shehabi |
| 2003 | Language, Definition and Optimal Computation of CSP Approximations. | Arnaud Lallouet, Thi-Bich-Hanh Dao, AbdelAli Ed-Dbali |
| 2003 | Norm Adaptation and Revision in a Multi-Agent System. | Nicholas Lacey, Henry Hexmoor |
| 2003 | GLUE - A Component Connecting Schema-based Reactive to Higher-level Deliberative Layers for Autonomous Agents. | James F. Kramer, Matthias Scheutz |
| 2003 | An Improved Algorithm for Mining Association Rules Using Multiple Support Values. | Ioannis N. Kouris, Christos Makris, Athanasios K. Tsakalidis |
| 2003 | Utilizing Validation Experience for System Validation. | Rainer Knauf, Avelino J. Gonzalez, Setsuo Tsuruta |
| 2003 | Belief Revision and Information Fusion in a Probabilistic Environment. | Gabriele Kern-Isberner, Wilhelm Rdder |
| 2003 | Alternate Strategies for Retrieval in State-Spaces. | Boris Kerkez, Michael T. Cox |
| 2003 | The Rule Retranslation Problem and the Validation Interface. | Hans-Werner Kelbassa, Rainer Knauf |
| 2003 | Selection of Optimal Rule Refinements. | Hans-Werner Kelbassa |
| 2003 | On Proper Handling of Multi-collinear Inputs and Errors-in-Variables with Explicit and Implicit Neural Models. | Seppo J. Karrila, Neil R. Euliano |
| 2003 | MDL-Based Context-Free Graph Grammar Induction. | Istvan Jonyer, Lawrence B. Holder, Diane J. Cook |