| 2001 | A General Approach to Uncertainty Representation Using Fuzzy Measures. | Ronald R. Yager |
| 2001 | Graphical Analysis of Value of Information in Decision Models. | Songsong Xu, Kim-Leng Poh, Eric Horvitz |
| 2001 | Generating Dependence Structure of Multiply Sectioned Bayesian Networks. | Y. Xiang, X. An |
| 2001 | The History of the Mobot Museum Robot Series: An Evolutionary Study. | Thomas Willeke, Clayton Kunz, Illah R. Nourbakhsh |
| 2001 | On the Technological, Human, and Managerial Issues in Sharing Organizational Lessons. | Rosina Weber, Len Breslow, Nabil Sandhu |
| 2001 | A Decision Support System for Local Government Regulatory Advice. | Ian Watson |
| 2001 | Knowledge Management and Case-Based Reasoning: A Perfect Match?. | Ian Watson |
| 2001 | Effective Shared Control in Cooperative Mobility Aids. | Glenn S. Wasson, James P. Gunderson, Sean Graves, Robin A. Felder |
| 2001 | A Method for Evaluating Elicitation Schemes for Probabilities. | Haiqin Wang, Denver Dash, Marek J. Druzdzel |
| 2001 | Using the Genetic Algorithm to Locate Optimal Bi-Phase Waveforms for Pulse Compression Radar. | Ross H. Wainwright |
| 2001 | Learning Plan Rewriting Rules. | Muhammad Afzal Upal |
| 2001 | Intelligent Systems Validation Tool Based on Bi-Directional Many-Sided Explanation Typed Multi-Step Validation Method. | Setsuo Tsuruta, Takashi Onoyama |
| 2001 | Autonomy for SOHO Ground Operations. | Walt Truszkowski, Nick Netreba, Don Ginn, Sanda Mandutianu |
| 2001 | A Comparison of Noise Handling Techniques. | Choh Man Teng |
| 2001 | A Binary Tree Based Approach for the Design of Fault-Tolerant Robot Team. | Haihang Sun, Robert McCartney |
| 2001 | Spatial Reasoning for Information Brokering. | Heiner Stuckenschmidt, Christoph Schlieder, Ubbo Visser, Thomas J. Vgele, Holger Neumann |
| 2001 | The Disappearance of Equation Fifteen, a Richard Cox Mystery. | Paul Snow |
| 2001 | Detection of Inconsistencies in Complex Product Configuration Data Using Extended Propositional SAT-Checking. | Carsten Sinz, Andreas Kaiser, Wolfgang Kchlin |
| 2001 | A Tool for Autonomous Ground-Based Rover Planning. | Rob Sherwood, Andrew Mishkin, Tara A. Estlin, Steve A. Chien, Barbara Engelhardt, Brian K. Cooper, Gregg R. Rabideau |
| 2001 | Hybrid Decision Tree Learners with Alternative Leaf Classifiers: An Empirical Study. | Alexander K. Seewald, Johann Petrak, Gerhard Widmer |
| 2001 | Entertainment Robots - Myth or Reality. | Alexander K. Seewald |
| 2001 | Improvement of Nearest-Neighbor Classifiers via Support Vector Machines. | Marc Sebban, Richard Nock |
| 2001 | Information-Based Selection of Abstraction Levels. | Stephan Schulz |
| 2001 | A Computational Model for Portfolios of Cooperative Heterogeneous Algorithms for Discrete Optimization. | Eugene Santos Jr. |
| 2001 | Extracting Partial Structures from HTML Documents. | Hiroshi Sakamoto, Yoshitsugu Murakami, Hiroki Arimura, Setsuo Arikawa |