| 2015 | A Reliably Weighted Collaborative Filtering System. | Van-Doan Nguyen, Van-Nam Huynh |
| 2015 | Learning Contextual Discounting and Contextual Reinforcement from Labelled Data. | David Mercier, Frdric Pichon, Eric Lefevre, Franois Delmotte |
| 2015 | Relevance of Evidence in Bayesian Networks. | Michelle Meekes, Silja Renooij, Linda C. van der Gaag |
| 2015 | Game-Theoretic Resource Allocation with Real-Time Probabilistic Surveillance Information. | Wenjun Ma, Weiru Liu, Kevin McAreavey |
| 2015 | Computing Concise Representations of Semi-graphoid Independency Models. | Stavros Lopatatzidis, Linda C. van der Gaag |
| 2015 | Hybrid Time Bayesian Networks. | Manxia Liu, Arjen Hommersom, Maarten van der Heijden, Peter J. F. Lucas |
| 2015 | Elicitation of a Utility from Uncertainty Equivalent Without Standard Gambles. | Christophe Labreuche, Sbastien Destercke, Brice Mayag |
| 2015 | In All, but Finitely Many, Possible Worlds: Model-Theoretic Investigations on 'Overwhelming Majority' Default Conditionals. | Costas D. Koutras, Christos Rantsoudis |
| 2015 | On Supported Inference and Extension Selection in Abstract Argumentation Frameworks. | Sbastien Konieczny, Pierre Marquis, Srdjan Vesic |
| 2015 | Evidential Editing K-Nearest Neighbor Classifier. | Lianmeng Jiao, Thierry Denoeux, Quan Pan |
| 2015 | Dynamic Time Warping Distance for Message Propagation Classification in Twitter. | Siwar Jendoubi, Arnaud Martin, Ludovic Litard, Boutheina Ben Yaghlane, Hend Ben Hadji |
| 2015 | Learning Structure in Evidential Networks from Evidential DataBases. | Narjes Ben Hariz, Boutheina Ben Yaghlane |
| 2015 | Minimizing Regret in Dynamic Decision Problems. | Joseph Y. Halpern, Samantha Leung |
| 2015 | Evaluating Product-Based Possibilistic Networks Learning Algorithms. | Maroua Haddad, Philippe Leray, Nahla Ben Amor |
| 2015 | Using Shapley Inconsistency Values for Distributed Information Systems with Uncertainty. | John Grant, Anthony Hunter |
| 2015 | A Differential Approach for Staged Trees. | Christiane Grgen, Manuele Leonelli, James Q. Smith |
| 2015 | Transitive Reasoning with Imprecise Probabilities. | Angelo Gilio, Niki Pfeifer, Giuseppe Sanfilippo |
| 2015 | On the Algebraic Structure of Conditional Events. | Tommaso Flaminio, Llus Godo, Hykel Hosni |
| 2015 | Extracting Decision Rules from Qualitative Data Using Sugeno Integral: A Case-Study. | Didier Dubois, Claude Durrieu, Henri Prade, Agns Rico, Yannis Ferro |
| 2015 | A Comparison of Plausibility Conflict and of Degree of Conflict Based on Amount of Uncertainty of Belief Functions. | Milan Daniel |
| 2015 | Belief Update Within Propositional Fragments. | Nadia Creignou, Rada Ktari, Odile Papini |
| 2015 | Towards Gaussian Bayesian Network Fusion. | Irene Crdoba-Snchez, Concha Bielza, Pedro Larraaga |
| 2015 | Consistency-Based Reliability Assessment. | Laurence Cholvy, Laurent Perrussel, William Raynaut, Jean-Marc Thvenin |
| 2015 | Symbolic Possibilistic Logic: Completeness and Inference Methods. | Claudette Cayrol, Didier Dubois, Fayal Touazi |
| 2015 | The Robustness of Periodic Orchestrations in Uncertain Evolving Environments. | Jorge Castro, Joaquim Gabarr, Maria J. Serna, Alan Stewart |