| 1995 | A Bayesian Network Based Learning System: Architecture and Performance Comparison with Other Models. Kazuo J. Ezawa, Til Schuermann |
| 1995 | A Cost Bounded Possibilistic ATMS. John Bigham, Zhiyuan Luo, Debashis Banerjee |
| 1995 | A Local Approach to Reasoning under Incosistency in Stratified Knowledge Bases. Salem Benferhat, Didier Dubois, Henri Prade |
| 1995 | A Posteriori Knowledge: from Ambiguous Knowledge and Undefined Information to Knowledge. Matías Alvarado |
| 1995 | A Reduction of the Theory of Confirmation to the Notions of Distance and Measure. Karl Schlechta |
| 1995 | A Substructural Connective for Possibilistic Logic. Luca Boldrin |
| 1995 | A Theorem Prover for Default Logic Based on Prioritized Conflict Resolution and an Extended Resolution Principle. Jérôme Mengin |
| 1995 | A Theorem Prover for Lukaszewicz' Open Default Theory. Pascal Nicolas, Béatrice Duval |
| 1995 | A Two-Stage Approach to First Order Default Reasoning. Karl Schlechta |
| 1995 | An Axiomatic Approach to Extensional Probability Measures. Ivan Kramosil |
| 1995 | And/Or Trees for Knowledge Representation. Luminita State, Radu State |
| 1995 | Automated Reasoning with Merged Contradictory Information Whose Reliability Depends on Topics. Laurence Cholvy |
| 1995 | Axiomatic Treatment of Possibilistic Independence. Luis M. de Campos, Jörg Gebhardt, Rudolf Kruse |
| 1995 | Bayesian Approximation and Invariance of Bayesian Belief Functions. A. V. Joshi, S. C. Sahasrabudhe, K. Shankar |
| 1995 | Chain graphs: semantics and expressiveness. Remco R. Bouckaert, Milan Studený |
| 1995 | Circumscribing Features and Fluents: Reasoning about Action with Default Effects. Anna Radzikowska |
| 1995 | Cluster-based Specification Techniques in Dempster-Shafer Theory. Johan Schubert |
| 1995 | Constructing Flexible Dynamic Belief Networks from First-Order Probalistic Knowledge Bases. Sabine Glesner, Daphne Koller |
| 1995 | Epistemic Approach to Actions with Typical Effects. Barbara Dunin-Keplicz, Anna Radzikowska |
| 1995 | For All Typical. Natasha Alechina |
| 1995 | From Non-Monotonic Syntax-Based Entailment to Preference-Based Argumentation. Claudette Cayrol |
| 1995 | Lemma Handling in Default Logic Theorem Provers. Thomas Linke, Torsten Schaub |
| 1995 | Linking Transition-based Update and Base Revision. Marie-Odile Cordier, Jérôme Lang |
| 1995 | Local Möbius Transforms on Monotone Capacities. Alain Chateauneuf, Jean-Yves Jaffray |
| 1995 | Model-Based Diagnostics Using Hints. Jürg Kohlas, Paul-André Monney, Rolf Haenni, Norbert Lehmann |
| 1995 | Modeling Uncertain Relational Knowledge: the AV-Quantified Production Rules Approach. Pietro Baroni, Giovanni Guida, Silvano Mussi |
| 1995 | Multiple Database Logic. Mario R. F. Benevides |
| 1995 | Non-monotonic Syntax-Based Entailment: A Classification of Consequence Relations. Claudette Cayrol, Marie-Christine Lagasquie-Schiex |
| 1995 | Nonmonotonic Belief State Frames and Reasoning Frames (extended abstract). Joeri Engelfriet, Heinrich Herre, Jan Treur |
| 1995 | Numeric Defaults. Emil Weydert |
| 1995 | On the Formalism of Stochastic Logic. Silviu Guiasu |
| 1995 | Parametric Structure of Probabilities in Bayesian Networks. Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi |
| 1995 | Prioritized Transitions for Updates. Marie-Odile Cordier, Pierre Siegel |
| 1995 | Probabilistic Satisfiability and Decomposition. Guy-Blaise Douanya Nguetsé, Pierre Hansen, Brigitte Jaumard |
| 1995 | Quasi-classical Logic: Non-trivializable classical reasoning from incosistent information. Philippe Besnard, Anthony Hunter |
| 1995 | Revision in Extended Propositional Calculus. Odile Papini, Antoine Rauzy |
| 1995 | Sensitivity Analysis in Bayesian Networks. Finn Verner Jensen, Søren H. Aldenryd, Klaus B. Jensen |
| 1995 | Similarity-based Consequence Relations. Didier Dubois, Francesc Esteva, Pere Garcia, Lluís Godo, Henri Prade |
| 1995 | Specificity by Default. P. Geerts, Dirk Vermeir |
| 1995 | Symbolic and Quantitative Approaches to Reasoning and Uncertainty, European Conference, ECSQARU'95, Fribourg, Switzerland, July 3-5, 1995, Proceedings Christine Froidevaux, Jürg Kohlas |
| 1995 | The Dynamics of Default Reasoning (Extended Abstract). Bernd van Linder, Wiebe van der Hoek, John-Jules Ch. Meyer |
| 1995 | Two Different Types of Discontinuity of Bayesian Learning in Causal Probabilistic Networks. Ulrich G. Oppel |
| 1995 | Uncertain Reasoning in Concept Lattices. Thomas Lukasiewicz |
| 1995 | Update Postulates without Inertia. Didier Dubois, Florence Dupin de Saint-Cyr, Henri Prade |
| 1995 | Using Default Logic in Information Retrieval. Anthony Hunter |
| 1995 | Using Maximum Entropy to Compute Marginal Probabilities in a Causal Binary Tree Need not Take Exponential Time. Paul C. Rhodes, Gerald R. Garside |
| 1995 | Using Qualitative Uncertainty in Protein Topology Prediction. Simon Parsons |
| 1995 | Why Defeasible Deontic Logic needs a Multi Preference Semantics. Yao-Hua Tan, Leendert W. N. van der Torre |
| 1995 | Yet Some More Considerations On Cumulativity In Default Logics. Vincent Risch |