| 2001 | Exploring Unknown Structured Environments. | Jonathan F. Diaz, Alexander Stoytchev, Ronald C. Arkin |
| 2001 | Validity of First-Order Knowledge Bases. | John K. Debenham |
| 2001 | Symmetry in Decision Evaluation. | Mats Danielson, Love Ekenberg |
| 2001 | Alternative Approaches to Mission Control Automation at NASA's Goddard Space Flight Center. | Miranda Cooter, George Davis, Jennifer Mackey, Michael Rackley |
| 2001 | A Client-Server Interactive Tool for Integrated Artificial Intelligence Curriculum. | Diane J. Cook, Lawrence B. Holder |
| 2001 | Empirical Requirements Analysis for Mars Surface Operations Using the Flashline Mars Arctic Research Station. | William J. Clancey, Pascal Lee, Maarten Sierhuis |
| 2001 | Case-Based Reasoning at General Electric. | William Cheetham, Anil Varma, Kai Goebel |
| 2001 | An Expertise Recommender Using Web Mining. | Purnima Chandrasekaran, Anupam Joshi, Michelle Shu Yang, Ramya Ramakrishnan |
| 2001 | A Framework for Evolving Fuzzy Classifier Systems Using Genetic Programming. | Brian Carse, Anthony G. Pipe |
| 2001 | Combining Concept Mapping with CBR: Towards Experience-Based Support for Knowledge Modeling. | Alberto J. Caas, David B. Leake, Ana Gabriela Maguitman |
| 2001 | Capturing Lessons Learned for Variation Reduction in an Automotive Assembly Plant. | John A. Cafeo, Diane I. Gibbons, Ronald M. Lesperance, Alexander P. Morgan, Glcin H. Sengir, Andrea M. Simon |
| 2001 | Web Data Mining Techniques for Expertise-Locator Knowledge Management Systems. | Irma Becerra-Fernandez, Juan Rodriguez |
| 2001 | An Infrastructure for Managing Knowledge Using Intelligent Workflow. | Irma Becerra-Fernandez, Karen McCarthy, Juan Rodriguez |
| 2001 | Introducing Local Optimization for Effective Initialization and Crossover of Genetic Decision Trees. | Arindam Basak, Sudeshna Sarkar |
| 2001 | A Quagmire of Terminology: Verification and Validation, Testing, and Evaluation. | Valerie Barr |
| 2001 | Tracking Clusters in Evolving Data Sets. | Daniel Barbar, Ping Chen |
| 2001 | Views: Fundamental Building Blocks in the Process of Knowledge Discovery. | Hideo Bannai, Yoshinori Tamada, Osamu Maruyama, Kenta Nakai, Satoru Miyano |
| 2001 | Structural Learning in Object Oriented Domains. | Olav Bangs, Helge Langseth, Thomas D. Nielsen |
| 2001 | An Eager Regression Method Based on Selecting Appropriate Features. | Tolga Aydin, H. Altay Gvenir |
| 2001 | Aas an Optimal Resource Allocation Policy in Path Finding Problems. | Antti Autere |
| 2001 | Attitudes for Agents in Dynamic Worlds. | S. Au, N. Parameswaran |
| 2001 | Probabilistic Planning for Behavior-Based Robots. | Amin Atrash, Sven Koenig |
| 2001 | Hierarchical Representatives Clustering with Hybrid Approach. | Byung-Joo An, Eunju Kim, Yillbyung Lee |
| 2001 | An Automated Approach to Post-Flight Simulation Analysis and Validation Using Stochastic Optimization Methods. | Murray B. Anderson |
| 2000 | Using Genetic Algorithms to Solve the Tactical Fixed Interval Scheduling Problem. | Xiaomin Zhong, Eugene Santos Jr. |