| 2003 | A Comparison of Methods for Transforming Belief Function Models to Probability Models. Barry R. Cobb, Prakash P. Shenoy |
| 2003 | A Formal Framework for Handling Conflicting Desires. Leila Amgoud |
| 2003 | A Multi-layered Bayesian Network Model for Structured Document Retrieval. Fabio Crestani, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete |
| 2003 | A Random set Model for Fuzzy Labels. Jonathan Lawry, Jordi Recasens |
| 2003 | A Representation Theorem and Applications. Manfred Jaeger |
| 2003 | A Sequent Calculus for Skeptical Reasoning in Predicate Default Logic (Extended Abstract). Robert Saxon Milnikel |
| 2003 | ABEL: An Interactive Tool for Probabilistic Argumentative Reasoning. Rolf Haenni, Norbert Lehmann |
| 2003 | Algebraic Structures Related to the Consensus Operator for Combining of Beliefs. Milan Daniel |
| 2003 | Applications of Latent Class Analysis in Social Science Research. Jeroen K. Vermunt |
| 2003 | Applying Numerical Trees to Evaluate Asymmetric Decision Problems. Manuel Gómez-Olmedo, Andrés Cano |
| 2003 | Approximating Conditional MTE Distributions by Means of Mixed Trees. Serafín Moral, Rafael Rumí, Antonio Salmerón |
| 2003 | Characterization of Inclusion Neighbourhood in Terms of the Essential Graph: Uper Neighbours. Milan Studený |
| 2003 | Classification of Aerial Missions Using Hidden Markov Models. Maria Andersson |
| 2003 | Coherent Conditional Probability as a Measure of Uncertainty of the Relevant Conditioning Events. Giulianella Coletti, Romano Scozzafava |
| 2003 | Computational-Workload Based Binarization and Partition of Qualitative Markov Trees for Belief Combination. Weiru Liu, Xin Hong, Kenneth Adamson |
| 2003 | Decision Making Based on Sampled Disease Occurrence in Animal Herds. Michael Höhle, Erik Jørgensen |
| 2003 | Decision Network Semantics of Branching Constraint Satisfaction Problems. Kenneth N. Brown, Peter J. F. Lucas, David W. Fowler |
| 2003 | Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem. Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Khaled Mellouli |
| 2003 | Directed Evidential Networks with Conditional Belief Functions. Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli |
| 2003 | Dynamic Importance Sampling Computation in Bayesian Networks. Serafín Moral, Antonio Salmerón |
| 2003 | Effective Dimensions of Partially Observed Polytrees. Tomás Kocka, Nevin Lianwen Zhang |
| 2003 | Epistemic Logics for Information Fusion. Churn-Jung Liau |
| 2003 | Fuzzy Matching and Evidential Reasoning. Martin Folkesson |
| 2003 | Inclusion Measures in Intuitionistic Fuzzy Set Theory. Chris Cornelis, Etienne E. Kerre |
| 2003 | Introducing Situational Influences in QPNs. Janneke H. Bolt, Linda C. van der Gaag, Silja Renooij |
| 2003 | Mixed Influence Diagrams. Anders L. Madsen, Frank Jensen |
| 2003 | Modal (Logic) Paraconsistency. Philippe Besnard, Paul Wong |
| 2003 | Modeling Positive and Negative Pieces of Evidence in Uncertainty. Christophe Labreuche, Michel Grabisch |
| 2003 | Morphing the Hugin and Shenoy-Shafer Architectures. James D. Park, Adnan Darwiche |
| 2003 | Multi-valued Conditional Events Avoid Lewis' Triviality Result. Tania Paneni, Romano Scozzafava |
| 2003 | On Iterated Revision in the AGM Framework. Andreas Herzig, Sébastien Konieczny, Laurent Perrussel |
| 2003 | On Modal Probability and Belief. Andreas Herzig, Dominique Longin |
| 2003 | On the Induction of Different Kinds of First-Order Fuzzy Rules. Henri Prade, Gilles Richard, Mathieu Serrurier |
| 2003 | On the Relation between Reiter's Default Logic and Its (Major). James P. Delgrande, Torsten Schaub |
| 2003 | Paraconsistent Logics for Reasoning via Quantified Boolean Formulas, II: Circumscribing Inconsistent Theories. Philippe Besnard, Torsten Schaub, Hans Tompits, Stefan Woltran |
| 2003 | Partial Lattice-Valued Possibilistic Measures and Some Relations Induced by Them. Ivan Kramosil |
| 2003 | Preferential Logics for Reasoning with Graded Uncertainty. Ofer Arieli |
| 2003 | Probabilistic Lexicographic Entailment under Variable-Strength Inheritance with Overriding. Thomas Lukasiewicz |
| 2003 | Probable Consistency Checking for Sets of Propositional Clauses. Anthony Hunter |
| 2003 | Propositional Fusion Rules. Anthony Hunter, Rupert Summerton |
| 2003 | Qualitative Bayesian Networks with Logical Constraints. Barbara Vantaggi |
| 2003 | Qualitative Decision Rules under Uncertainty. Didier Dubois, Hélène Fargier, Régis Sabbadin |
| 2003 | Reasoning under Vagueness Expressed by Nuanced Statements. Mazen El-Sayed, Daniel Pacholczyk |
| 2003 | Risk Assessment in Drinking Water Production Using Belief Functions. Sabrina Démotier, Thierry Denoeux, Paul Walter Schön |
| 2003 | Solving Semantic Problems with Odd-Length Cycles in Argumentation. Pietro Baroni, Massimiliano Giacomin |
| 2003 | Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 7th European Conference, ECSQARU 2003, Aalborg, Denmark, July 2-5, 2003. Proceedings Thomas D. Nielsen, Nevin Lianwen Zhang |
| 2003 | The Hugin Tool for Learning Bayesian Networks. Anders L. Madsen, Michael Lang, Uffe Kjærulff, Frank Jensen |
| 2003 | Transformations from Imprecise to Precise Probabilities. Pietro Baroni, Paolo Vicig |
| 2003 | Using Kappas as Indicators of Strength in Qualitative Probabilistic Networks. Silja Renooij, Simon Parsons, Pauline Pardieck |
| 2003 | Web of Trust: Applying Probabilistic Argumentation to Public-Key Cryptography. Rolf Haenni |