| 2007 | Logical Compilation of Bayesian Networks with Discrete Variables. | Michael Wachter, Rolf Haenni |
| 2007 | Inference and Learning in Multi-dimensional Bayesian Network Classifiers. | Peter R. de Waal, Linda C. van der Gaag |
| 2007 | Development of an Intelligent Assessment System for Solo Taxonomies Using Fuzzy Logic. | John Vrettaros, George A. Vouros, Athanasios Drigas |
| 2007 | A Top-Down Query Answering Procedure for Normal Logic Programs Under the Any-World Assumption. | Umberto Straccia |
| 2007 | The Use of Fuzzy t-Conorm Integral for Combining Classifiers. | David Stefka, Martin Holena |
| 2007 | Discriminative vs. Generative Learning of Bayesian Network Classifiers. | Guzmn Santaf, Jos Antonio Lozano, Pedro Larraaga |
| 2007 | Transposing the Sociology of Organized Action into a Fuzzy Environment. | Sandra A. Sandri, Christophe Sibertin-Blanc |
| 2007 | A Logical Approach to Qualitative and Quantitative Reasoning. | Emad Saad |
| 2007 | Conceptual Uncertainty and Reasoning Tools. | Bertil Rolf |
| 2007 | Forward-Backward-Viterbi Procedures in the Transferable Belief Model for State Sequence Analysis Using Belief Functions. | Emmanuel Ramasso, Michle Rombaut, Denis Pellerin |
| 2007 | Extending Description Logics with Uncertainty Reasoning in Possibilistic Logic. | Guilin Qi, Jeff Z. Pan, Qiu Ji |
| 2007 | On Latent Belief Structures. | Frdric Pichon, Thierry Denoeux |
| 2007 | Arguing over Actions That Involve Multiple Criteria: A Critical Review. | Wassila Ouerdane, Nicolas Maudet, Alexis Tsoukis |
| 2007 | On Decision Support Under Risk by the WOWA Optimization. | Wlodzimierz Ogryczak, Tomasz Sliwinski |
| 2007 | An Abstract Theory of Argumentation That Accommodates Defeasible Reasoning About Preferences. | Sanjay Modgil |
| 2007 | Qualitative Constraint Enforcement in Advanced Policy Specification. | Alessandra Mileo, Torsten Schaub |
| 2007 | Causal Graphical Models with Latent Variables: Learning and Inference. | Stijn Meganck, Philippe Leray, Bernard Manderick |
| 2007 | How Dirty Is Your Relational Database? An Axiomatic Approach. | Maria Vanina Martinez, Andrea Pugliese, Gerardo I. Simari, V. S. Subrahmanian, Henri Prade |
| 2007 | An Algorithm for Computing Inconsistency Measurement by Paraconsistent Semantics. | Yue Ma, Guilin Qi, Pascal Hitzler, Zuoquan Lin |
| 2007 | Measuring Inconsistency for Description Logics Based on Paraconsistent Semantics. | Yue Ma, Guilin Qi, Pascal Hitzler, Zuoquan Lin |
| 2007 | Description Logic Programs Under Probabilistic Uncertainty and Fuzzy Vagueness. | Thomas Lukasiewicz, Umberto Straccia |
| 2007 | Conflict Analysis and Merging Operators Selection in Possibility Theory. | Weiru Liu |
| 2007 | Shared Ordered Binary Decision Diagrams for Dempster-Shafer Theory. | Norbert Lehmann |
| 2007 | Extending Classical Planning to the Multi-agent Case: A Game-Theoretic Approach. | Ramzi Ben Larbi, Sbastien Konieczny, Pierre Marquis |
| 2007 | Language Invariance and Spectrum Exchangeability in Inductive Logic. | Jrgen Landes, Jeff B. Paris, Alena Vencovsk |