| 2015 | A Comparison of Plausibility Conflict and of Degree of Conflict Based on Amount of Uncertainty of Belief Functions. Milan Daniel |
| 2015 | A Differential Approach for Staged Trees. Christiane Görgen, Manuele Leonelli, James Q. Smith |
| 2015 | A New View of Conformity and Its Application to Classification. Myriam Bounhas, Henri Prade, Gilles Richard |
| 2015 | A Reliably Weighted Collaborative Filtering System. Van-Doan Nguyen, Van-Nam Huynh |
| 2015 | Balanced Tuning of Multi-dimensional Bayesian Network Classifiers. Janneke H. Bolt, Linda C. van der Gaag |
| 2015 | Belief Update Within Propositional Fragments. Nadia Creignou, Raïda Ktari, Odile Papini |
| 2015 | CPD Tree Learning Using Contexts as Background Knowledge. Gérard Ramstein, Philippe Leray |
| 2015 | Computing Concise Representations of Semi-graphoid Independency Models. Stavros Lopatatzidis, Linda C. van der Gaag |
| 2015 | Consistency-Based Reliability Assessment. Laurence Cholvy, Laurent Perrussel, William Raynaut, Jean-Marc Thévenin |
| 2015 | Contraction in Propositional Logic. Thomas Caridroit, Sébastien Konieczny, Pierre Marquis |
| 2015 | Dialogue Games for Argumentation Frameworks with Necessities. Farid Nouioua, Sara Boutouhami |
| 2015 | Dynamic Time Warping Distance for Message Propagation Classification in Twitter. Siwar Jendoubi, Arnaud Martin, Ludovic Liétard, Boutheina Ben Yaghlane, Hend Ben Hadji |
| 2015 | Early Recognition of Maneuvers in Highway Traffic. Galia Weidl, Anders L. Madsen, Viacheslav Tereshchenko, Dietmar Kasper, Gabi Breuel |
| 2015 | Elicitation of a Utility from Uncertainty Equivalent Without Standard Gambles. Christophe Labreuche, Sébastien Destercke, Brice Mayag |
| 2015 | Evaluating Product-Based Possibilistic Networks Learning Algorithms. Maroua Haddad, Philippe Leray, Nahla Ben Amor |
| 2015 | Every LWF and AMP Chain Graph Originates from a Set of Causal Models. José M. Peña |
| 2015 | Evidential Editing K-Nearest Neighbor Classifier. Lianmeng Jiao, Thierry Denoeux, Quan Pan |
| 2015 | Explaining Bayesian Networks Using Argumentation. Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij |
| 2015 | Extracting Decision Rules from Qualitative Data Using Sugeno Integral: A Case-Study. Didier Dubois, Claude Durrieu, Henri Prade, Agnès Rico, Yannis Ferro |
| 2015 | Factorization, Inference and Parameter Learning in Discrete AMP Chain Graphs. José M. Peña |
| 2015 | Game-Theoretic Resource Allocation with Real-Time Probabilistic Surveillance Information. Wenjun Ma, Weiru Liu, Kevin McAreavey |
| 2015 | Handling Revision Inconsistencies: Towards Better Explanations. Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse |
| 2015 | Hybrid Time Bayesian Networks. Manxia Liu, Arjen Hommersom, Maarten van der Heijden, Peter J. F. Lucas |
| 2015 | In All, but Finitely Many, Possible Worlds: Model-Theoretic Investigations on 'Overwhelming Majority' Default Conditionals. Costas D. Koutras, Christos Rantsoudis |
| 2015 | Learning Bounded Tree-Width Bayesian Networks via Sampling. Siqi Nie, Cassio P. de Campos, Qiang Ji |
| 2015 | Learning Conditional Distributions Using Mixtures of Truncated Basis Functions. Inmaculada Pérez-Bernabé, Antonio Salmerón, Helge Langseth |
| 2015 | Learning Contextual Discounting and Contextual Reinforcement from Labelled Data. David Mercier, Frédéric Pichon, Eric Lefevre, François Delmotte |
| 2015 | Learning Structure in Evidential Networks from Evidential DataBases. Narjes Ben Hariz, Boutheina Ben Yaghlane |
| 2015 | MPE Inference in Conditional Linear Gaussian Networks. Antonio Salmerón, Rafael Rumí, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen |
| 2015 | Minimizing Regret in Dynamic Decision Problems. Joseph Y. Halpern, Samantha Leung |
| 2015 | Multi-classifiers of Small Treewidth. Arnoud Pastink, Linda C. van der Gaag |
| 2015 | On Measuring Inconsistency Using Maximal Consistent Sets. Meriem Ammoura, Badran Raddaoui, Yakoub Salhi, Brahim Oukacha |
| 2015 | On Supported Inference and Extension Selection in Abstract Argumentation Frameworks. Sébastien Konieczny, Pierre Marquis, Srdjan Vesic |
| 2015 | On the Algebraic Structure of Conditional Events. Tommaso Flaminio, Lluís Godo, Hykel Hosni |
| 2015 | On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models. Salem Benferhat, Amélie Levray, Karim Tabia |
| 2015 | Possibilistic Conditional Preference Networks. Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade |
| 2015 | Private Expansion and Revision in Multi-agent Settings. Thomas Caridroit, Sébastien Konieczny, Tiago de Lima, Pierre Marquis |
| 2015 | Probabilistic Common Knowledge Among Infinite Number of Agents. Sinisa Tomovic, Zoran Ognjanovic, Dragan Doder |
| 2015 | Relevance of Evidence in Bayesian Networks. Michelle Meekes, Silja Renooij, Linda C. van der Gaag |
| 2015 | Representing and Reasoning About Arguments Mined from Texts and Dialogues. Leila Amgoud, Philippe Besnard, Anthony Hunter |
| 2015 | Symbolic Possibilistic Logic: Completeness and Inference Methods. Claudette Cayrol, Didier Dubois, Fayçal Touazi |
| 2015 | Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings Sébastien Destercke, Thierry Denoeux |
| 2015 | The Robustness of Periodic Orchestrations in Uncertain Evolving Environments. Jorge Castro, Joaquim Gabarró, Maria J. Serna, Alan Stewart |
| 2015 | Towards Gaussian Bayesian Network Fusion. Irene Córdoba-Sánchez, Concha Bielza, Pedro Larrañaga |
| 2015 | Towards Lifted Inference Under Maximum Entropy for Probabilistic Relational FO-PCL Knowledge Bases. Christoph Beierle, Nico Potyka, Josef Baudisch, Marc Finthammer |
| 2015 | Transitive Reasoning with Imprecise Probabilities. Angelo Gilio, Niki Pfeifer, Giuseppe Sanfilippo |
| 2015 | Uncertainty in the Cloud: An Angel-Daemon Approach to Modelling Performance. Alan Stewart, Joaquim Gabarró, Anthony Keenan |
| 2015 | Using Shapley Inconsistency Values for Distributed Information Systems with Uncertainty. John Grant, Anthony Hunter |
| 2015 | Variable Elimination for Interval-Valued Influence Diagrams. Rafael Cabañas, Alessandro Antonucci, Andrés Cano, Manuel Gómez-Olmedo |
| 2015 | Weighted Maximum Likelihood for Parameters Learning Based on Noisy Labels in Discrete Hidden Markov Models. Pablo Juesas Cano, Emmanuel Ramasso |