| 2001 | Polymorphism of Human Judgment under Uncertainty. | Rui Da Silva Neves, Eric Raufaste |
| 2001 | Mixtures of Truncated Exponentials in Hybrid Bayesian Networks. | Serafn Moral, Rafael Rum, Antonio Salmern |
| 2001 | Dempster Specialization Matrices and the Combination of Belief Functions. | Paul-Andr Monney |
| 2001 | General Preferential Entailments as Circumscriptions. | Yves Moinard |
| 2001 | Social Choice, Merging, and Elections. | Thomas Andreas Meyer, Aditya Ghose, Samir Chopra |
| 2001 | Comparing a Pair-Wise Compatibility Heuristic and Relaxed Stratification: Some Preliminary Results. | Robert E. Mercer, Lionel Forget, Vincent Risch |
| 2001 | Supporting Changes in Structure in Causal Model Construction. | Tsai-Ching Lu, Marek J. Druzdzel |
| 2001 | Reasoning about Knowledge Using Rough Sets. | Weiru Liu |
| 2001 | Label Semantics: A Formal Framework for Modeling with Words. | Jonathan Lawry |
| 2001 | Statistical Information, Uncertainty, and Bayes' Theorem: Some Applications in Experimental Psychology. | Donald Laming |
| 2001 | Propositional Distances and Preference Representation. | Celine Lafage, Jrme Lang |
| 2001 | Orthogonal Relations for Reasoning about Abstract Events. | Ajay D. Kshemkalyani, Roshan Kamath |
| 2001 | Belief Functions with Partially Ordered Values. | Ivan Kramosil |
| 2001 | On Anytime Coherence-Based Reasoning. | Frdric Koriche |
| 2001 | Some Operators for Iterated Revision. | Sbastien Konieczny, Ramn Pino Prez |
| 2001 | Ramification in the Normative Method of Causality. | Mahat Khelfallah, Acha Mokhtari |
| 2001 | Handling Conditionals Adequately in Uncertain Reasoning. | Gabriele Kern-Isberner |
| 2001 | Graphical Models as Languages for Computer Assisted Diagnosis and Decision Making. | Finn Verner Jensen |
| 2001 | A Semantic Tableau Version of First-Order Quasi-Classical Logic. | Anthony Hunter |
| 2001 | Rule-Based Decision Support in Multicriteria Choice and Ranking. | Salvatore Greco, Benedetto Matarazzo, Roman Slowinski |
| 2001 | On Preference Representation on an Ordinal Scale. | Michel Grabisch |
| 2001 | Planning with Uncertainty and Incomplete Information. | Hector Geffner |
| 2001 | Complete and Incomplete Knowledge in Logical Information Systems. | Sbastien Ferr |
| 2001 | Probabilistic Modelling for Software Quality Control. | Norman E. Fenton, Paul Krause, Martin Neil |
| 2001 | The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model. | Zied Elouedi, Khaled Mellouli, Philippe Smets |