| 2001 | Distributed Satellite Constellation Planning and Scheduling. | Robert A. Richards, Ryan T. Houlette, John L. Mohammed |
| 2001 | Exploiting Fuzzy-SQL in Case-Based Reasoning. | Luigi Portinale, Andrea Verrua |
| 2001 | "Michigan" and "Pittsburgh" Fuzzy Classifier Systems for Learning Mobile Robot Control Rules: An Experimental Comparison. | Anthony G. Pipe, Brian Carse |
| 2001 | Skill Refinement through Competence Feedback. | David W. Patterson, Sarabjot S. Anand, John G. Hughes |
| 2001 | Binary Representations for General CSPs. | Wanlin Pang, Scott D. Goodwin |
| 2001 | Knowledge-Embedded Multi-Stage Genetic Algorithm for Interactively Optimizing a Large-Scale Distribution Network. | Takashi Onoyama, Sen Kubota, Kazuko Oyanagi, Setsuo Tsuruta |
| 2001 | Syntactic-Level Ontology Integration Rules for E-Commerce. | Borys Omelayenko |
| 2001 | Virtual Reality Case-Based Reasoning: A Framework for Computer-Based Instruction. | Leonardo Rocha de Oliveira |
| 2001 | Maximal Prime Subgraph Decomposition of Bayesian Networks. | Kristian G. Olesen, Anders L. Madsen |
| 2001 | Absolute Percent Error Based Fitness Functions for Evolving Forecast Models. | Andy Novobilski, Farhad Kamangar |
| 2001 | Using Hybrid Automata to Express Realtime Properties in VSE-II. | Andreas Nonnengart, Georg Rock, Werner Stephan |
| 2001 | Approximate Association Rule Mining. | Jyothsna R. Nayak, Diane J. Cook |
| 2001 | Neural Networks in Forecasting Electrical Energy Consumption. | George E. Nasr, E. A. Badr, M. R. Younes |
| 2001 | Nonbinary Constraint Satisfaction: From the Dual to the Primal. | Sivakumar Nagarajan, Scott D. Goodwin, Abdul Sattar |
| 2001 | A Background Layer of Health Monitoring and Error Handling for ObjectAgent. | Joseph B. Mueller, Derek M. Surka, Joy J. Lin |
| 2001 | Assessing the Effectiveness of LSI in Approaching the Intention of a User's Query. | Massoud Moussavi, Robert Najlis |
| 2001 | Transformation of WordNet Glosses into Logic Forms. | Dan I. Moldovan, Vasile Rus |
| 2001 | Mission Planning for Formation-Flying Satellite Cluster. | John L. Mohammed |
| 2001 | Modeling of Multi-Dimensional Relational Constraints Between Point Objects. | Debasis Mitra, Grard Ligozat, Lail Hossain |
| 2001 | Using the Atlas Planning Engine to Drive an Intelligent Tutoring System: CIRCSIM-Tutor Version 3. | Bruce I. Mills |
| 2001 | Multi-Disciplinary Perspective on Knowledge Quality: Dimensions of Knowledge Quality. | Fatma Mili, L. Blackwell, A. Gokani |
| 2001 | EZ.WordNet: Principles for Automatic Generation of a Coarse Grained WordNet. | Rada Mihalcea, Dan I. Moldovan |
| 2001 | Knowledge on Demand: Human Language Technology for Knowledge and Expertise Discovery. | Mark T. Maybury |
| 2001 | A Lattice-Based Approach to Hierarchical Clustering. | Zdravko Markov |
| 2001 | User-Agent Interactions in Mixed-Initiative Learning. | Dorin Marcu, Mihai Boicu, Gheorghe Tecuci |