| 2001 | Ellipse Fitting with Uncertainty and Fuzzy Decision Stage for Detection. Application in Videomicroscopy. | Franck Dufrenois |
| 2001 | "Not Impossible" vs. "Guaranteed Possible" in Fusion and Revision. | Didier Dubois, Henri Prade, Philippe Smets |
| 2001 | New Semantics for Quantitative Possibility Theory. | Didier Dubois, Henri Prade, Philippe Smets |
| 2001 | Sequential Valuation Networks: A New Graphical Technique for Asymmetric Decision Problems. | Riza Demirer, Prakash P. Shenoy |
| 2001 | On Computing Solutions to Belief Change Scenarios. | James P. Delgrande, Torsten Schaub, Hans Tompits, Stefan Woltran |
| 2001 | How to Reason Credulously and Skeptically within a Single Extension. | James P. Delgrande, Torsten Schaub |
| 2001 | Caveats for Causal Reasoning with Equilibrium Models. | Denver Dash, Marek J. Druzdzel |
| 2001 | Using Recursive Decomposition to Construct Elimination Orders, Jointrees, and Dtrees. | Adnan Darwiche, Mark Hopkins |
| 2001 | Monotonic and Residuated Logic Programs. | Carlos Viegas Damsio, Lus Moniz Pereira |
| 2001 | Probabilistic Reasoning as a General Unifying Tool. | Giulianella Coletti, Romano Scozzafava, Barbara Vantaggi |
| 2001 | Data Merging: Theory of Evidence vs. Knowledge-Bases Merging Operators. | Laurence Cholvy |
| 2001 | Dialectical Proof Theories for the Credulous Preferred Semantics of Argumentation Frameworks. | Claudette Cayrol, Sylvie Doutre, Jrme Mengin |
| 2001 | An Operational View of Coherent Conditional Previsions. | Andrea Capotorti, Tania Paneni |
| 2001 | Computing Intervals of Probabilities with Simulated Annealing and Probability Trees. | Andrs Cano, Serafn Moral |
| 2001 | Stochastic Local Algorithms for Learning Belief Networks: Searching in the Space of the Orderings. | Luis M. de Campos, Jos Miguel Puerta |
| 2001 | Resolving Conflicts between Beliefs, Obligations, Intentions, and Desires. | Jan M. Broersen, Mehdi Dastani, Leendert W. N. van der Torre |
| 2001 | An Empirical Investigation of the K2 Metric. | Christian Borgelt, Rudolf Kruse |
| 2001 | Formalizing Human Uncertain Reasoning with Default Rules: A Psychological Conundrum and a Pragmatic Suggestion. | Jean-Franois Bonnefon, Denis J. Hilton |
| 2001 | Explanatory Relations Based on Mathematical Morphology. | Isabelle Bloch, Ramn Pino Prez, Carlos Uzctegui |
| 2001 | Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning. | Veronica Biazzo, Angelo Gilio, Thomas Lukasiewicz, Giuseppe Sanfilippo |
| 2001 | A Rational Conditional Utility Model in a Coherent Framework. | Silvia Bernardi, Giulianella Coletti |
| 2001 | Bridging Logical, Comparative, and Graphical Possibilistic Representation Frameworks. | Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade |
| 2001 | Simultaneous Events: Conflicts and Preferences. | John Bell |
| 2001 | On the Conceptual Status of Belief Functions with Respect to Coherent Lower Probabilities. | Pietro Baroni, Paolo Vicig |
| 2001 | First-Order Characterization and Modal Analysis of Indiscernibility and Complementarity in Information Systems. | Philippe Balbiani, Dimiter Vakarelov |