| 2011 | A Bridge between Probability and Possibility in a Comparative Framework. Giulianella Coletti, Romano Scozzafava, Barbara Vantaggi |
| 2011 | A Preference Query Model Based on a Fusion of Local Orders. Patrick Bosc, Olivier Pivert, Grégory Smits |
| 2011 | A Probabilistic Interpretation for a Geometric Similarity Measure. Sebastian Lehrack, Ingo Schmitt |
| 2011 | A Re-definition of Mixtures of Polynomials for Inference in Hybrid Bayesian Networks. Prakash P. Shenoy |
| 2011 | Adaptive Dialogue Strategy Selection through Imprecise Probabilistic Query Answering. Ian M. O'Neill, Anbu Yue, Weiru Liu, Philip Hanna |
| 2011 | Answer Set Programming for Computing Decisions Under Uncertainty. Roberto Confalonieri, Henri Prade |
| 2011 | Approximate Achievability in Event Databases. Austin Parker, Gerardo I. Simari, Amy Sliva, V. S. Subrahmanian |
| 2011 | Arguing about the Trustworthiness of the Information Sources. Serena Villata, Guido Boella, Dov M. Gabbay, Leendert W. N. van der Torre |
| 2011 | Arguing with Valued Preference Relations. Souhila Kaci, Christophe Labreuche |
| 2011 | Attaining Monotonicity for Bayesian Networks. Merel T. Rietbergen, Linda C. van der Gaag |
| 2011 | Backing and Undercutting in Defeasible Logic Programming. Andrea Cohen, Alejandro Javier García, Guillermo Ricardo Simari |
| 2011 | Bayesian Networks and the Imprecise Dirichlet Model Applied to Recognition Problems. Cassio P. de Campos, Qiang Ji |
| 2011 | Belief Functions on MV-Algebras of Fuzzy Events Based on Fuzzy Evidence. Tommaso Flaminio, Lluís Godo, Enrico Marchioni |
| 2011 | Bridging the Gap between Reinforcement Learning and Knowledge Representation: A Logical Off- and On-Policy Framework. Emad Saad |
| 2011 | Compiling Min-based Possibilistic Causal Networks: A Mutilated-Based Approach. Raouia Ayachi, Nahla Ben Amor, Salem Benferhat |
| 2011 | Constructing Dynamic Frames of Discernment in Cases of Large Number of Classes. Yousri Kessentini, Thomas Burger, Thierry Paquet |
| 2011 | Constructive Decision Theory: Short Summary. Joseph Y. Halpern |
| 2011 | Continuous Belief Functions to Qualify Sensors Performances. Pierre-Emmanuel Doré, Christophe Osswald, Arnaud Martin, Anne-Laure Jousselme, Patrick Maupin |
| 2011 | E2GK: Evidential Evolving Gustafsson-Kessel Algorithm for Data Streams Partitioning Using Belief Functions. Lisa Serir, Emmanuel Ramasso, Noureddine Zerhouni |
| 2011 | Evidential Markov Decision Processes. Hélène Soubaras, Christophe Labreuche, Pierre Savéant |
| 2011 | Extensions of Decision-Theoretic Troubleshooting: Cost Clusters and Precedence Constraints. Václav Lín |
| 2011 | Finding P-Maps and I-Maps to Represent Conditional Independencies. Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi |
| 2011 | From Preference Relations to Fuzzy Choice Functions. Davide Martinetti, Ignacio Montes, Susana Díaz |
| 2011 | Fuzzy Autoepistemic Logic: Reflecting about Knowledge of Truth Degrees. Marjon Blondeel, Steven Schockaert, Martine De Cock, Dirk Vermeir |
| 2011 | Fuzzy Relational Inequations and Equations in the Framework of Control Problems. Jorge Jiménez Meana, Susana Montes, Branimir Seselja, Andreja Tepavcevic |
| 2011 | Generalized Information Theory Based on the Theory of Hints. Marc Pouly |
| 2011 | Handling Exceptions in Logic Programming without Negation as Failure. Roberto Confalonieri, Henri Prade, Juan Carlos Nieves |
| 2011 | How Strong Can an Agent Believe Reported Information ? Laurence Cholvy |
| 2011 | Importance Sampling on Bayesian Networks with Deterministic Causalities. Haohai Yu, Robert van Engelen |
| 2011 | Independence and 2-Monotonicity: Nice to Have, Hard to Keep. Sébastien Destercke |
| 2011 | Information Fusion and Revision in Qualitative and Quantitative Settings - Steps Towards a Unified Framework. Didier Dubois |
| 2011 | Introducing Equational Semantics for Argumentation Networks. Dov M. Gabbay |
| 2011 | Latent Tree Classifier. Yi Wang, Nevin Lianwen Zhang, Tao Chen, Leonard K. M. Poon |
| 2011 | Leximax Relations in Decision Making through the Dominance Plausible Rule. Franklin Camacho, Ramón Pino Pérez |
| 2011 | Locally Averaged Bayesian Dirichlet Metrics. Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral |
| 2011 | Logic-Based Fusion of Complex Epistemic States. Amílcar Mata Díaz, Ramón Pino Pérez |
| 2011 | Marginalization without Summation Exploiting Determinism in Factor Algebra. Sander Evers, Peter J. F. Lucas |
| 2011 | Measuring Consistency Gain and Information Loss in Stepwise Inconsistency Resolution. John Grant, Anthony Hunter |
| 2011 | Mixture of Markov Trees for Bayesian Network Structure Learning with Small Datasets in High Dimensional Space. Sourour Ammar, Philippe Leray |
| 2011 | On Consistent Approximations of Belief Functions in the Mass Space. Fabio Cuzzolin |
| 2011 | On Stopping Evidence Gathering for Diagnostic Bayesian Networks. Linda C. van der Gaag, Hans L. Bodlaender |
| 2011 | Order Compatible Fuzzy Relations and Their Elicitation from General Fuzzy Partitions. Sandra A. Sandri, Flávia Toledo Martins-Bedé |
| 2011 | Overriding Subsuming Rules. Philippe Besnard, Éric Grégoire, Sébastien Ramon |
| 2011 | Parameterized Uncertain Reasoning Approach Based on a Lattice-Valued Logic. Shuwei Chen, Jun Liu, Hui Wang, Juan Carlos Augusto |
| 2011 | Possibilistic Classifiers for Uncertain Numerical Data. Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli |
| 2011 | Possibilistic Evidence. Henri Prade, Agnès Rico |
| 2011 | Probabilistic Approach to Nonmonotonic Consequence Relations. Dragan Doder, Aleksandar Perovic, Zoran Ognjanovic |
| 2011 | Probabilistic Stit Logic. Jan M. Broersen |
| 2011 | Pseudo-polynomial Functions over Finite Distributive Lattices. Miguel Couceiro, Tamás Waldhauser |
| 2011 | Quasi Conjunction and Inclusion Relation in Probabilistic Default Reasoning. Angelo Gilio, Giuseppe Sanfilippo |
| 2011 | Relating Truth, Knowledge and Belief in Epistemic States. Costas D. Koutras, Yorgos Zikos |
| 2011 | Relational Probabilistic Conditional Reasoning at Maximum Entropy. Matthias Thimm, Gabriele Kern-Isberner, Jens Fisseler |
| 2011 | Scaling Up the Greedy Equivalence Search Algorithm by Constraining the Search Space of Equivalence Classes. Juan Ignacio Alonso-Barba, Luis de la Ossa, José A. Gámez, José M. Puerta |
| 2011 | SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies. Montassar Ben Messaoud, Philippe Leray, Nahla Ben Amor |
| 2011 | Statistical Estimations of Lattice-Valued Possibilistic Distributions. Ivan Kramosil, Milan Daniel |
| 2011 | Strong Equivalence for Argumentation Semantics Based on Conflict-Free Sets. Sarah Alice Gaggl, Stefan Woltran |
| 2011 | Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 11th European Conference, ECSQARU 2011, Belfast, UK, June 29-July 1, 2011. Proceedings Weiru Liu |
| 2011 | Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions. Eric Lefevre, Zied Elouedi, David Mercier |
| 2011 | Two Roles of Preferences in Argumentation Frameworks. Leila Amgoud, Srdjan Vesic |
| 2011 | Underwater Archaeological 3D Surveys Validation within the Removed Sets Framework. Julien Hué, Mariette Sérayet, Pierre Drap, Odile Papini, Éric Würbel |
| 2011 | Using Four Cost Measures to Determine Arc Reversal Orderings. Cory J. Butz, Anders L. Madsen, Kevin Williams |
| 2011 | Using the Noisy-OR Model Can Be Harmful ... But It Often Is Not. Steven P. D. Woudenberg, Linda C. van der Gaag |
| 2011 | Web Services and Joaquim Gabarró, Maria J. Serna, Alan Stewart |
| 2011 | When Learning Naive Bayesian Classifiers Preserves Monotonicity. Barbara F. I. Pieters, Linda C. van der Gaag, Ad Feelders |