Symbolic and Quantitative Approaches to Reasoning with Uncertainty (2011) .. 11th Euro. Conf., ECSQARU 2011
Invited Talks
Didier Dubois:
Information Fusion and Revision in Qualitative and Quantitative Settings – Steps Towards a Unified Framework. 1-18
Dov M. Gabbay:
Introducing Equational Semantics for Argumentation Networks. 19-35
Joseph Y. Halpern:
Constructive Decision Theory: Short Summary. 36-37
Argumentation
Sarah Alice Gaggl, Stefan Woltran:
Strong Equivalence for Argumentation Semantics Based on Conflict-Free Sets. 38-49
Andrea Cohen, Alejandro Javier García, Guillermo Ricardo Simari:
Backing and Undercutting in Defeasible Logic Programming. 50-61
Souhila Kaci, Christophe Labreuche:
Arguing with Valued Preference Relations. 62-73
Serena Villata, Guido Boella, Dov M. Gabbay, Leendert van der Torre:
Arguing about the Trustworthiness of the Information Sources. 74-85
Leila Amgoud, Srdjan Vesic:
Two Roles of Preferences in Argumentation Frameworks. 86-97
Bayesian Networks and Causal Networks
Prakash P. Shenoy:
A Re-definition of Mixtures of Polynomials for Inference in Hybrid Bayesian Networks. 98-109
Cory J. Butz, Anders L. Madsen, Kevin Williams:
Using Four Cost Measures to Determine Arc Reversal Orderings. 110-121
Steven P. D. Woudenberg, Linda C. van der Gaag:
Using the Noisy-OR Model Can Be Harmful … But It Often Is Not. 122-133
Merel T. Rietbergen, Linda C. van der Gaag:
Attaining Monotonicity for Bayesian Networks. 134-145
Haohai Yu, Robert van Engelen:
Importance Sampling on Bayesian Networks with Deterministic Causalities. 146-157
Cassio Polpo de Campos, Qiang Ji:
Bayesian Networks and the Imprecise Dirichlet Model Applied to Recognition Problems. 158-169
Linda C. van der Gaag, Hans L. Bodlaender:
On Stopping Evidence Gathering for Diagnostic Bayesian Networks. 170-181
Montassar Ben Messaoud, Philippe Leray, Nahla Ben Amor:
SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies. 182-193
Juan Ignacio Alonso-Barba, Luis de la Ossa, José A. Gámez, Jose Miguel Puerta:
Scaling Up the Greedy Equivalence Search Algorithm by Constraining the Search Space of Equivalence Classes. 194-205
Václav Lín:
Extensions of Decision-Theoretic Troubleshooting: Cost Clusters and Precedence Constraints. 206-216
Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral:
Locally Averaged Bayesian Dirichlet Metrics. 217-228
Sourour Ammar, Philippe Leray:
Mixture of Markov Trees for Bayesian Network Structure Learning with Small Datasets in High Dimensional Space. 229-238
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi:
Finding P-Maps and I-Maps to Represent Conditional Independencies. 239-250
Sander Evers, Peter J. F. Lucas:
Marginalization without Summation Exploiting Determinism in Factor Algebra. 251-262
Belief Functions
Sébastien Destercke:
Independence and 2-Monotonicity: Nice to Have, Hard to Keep. 263-274
Yousri Kessentini, Thomas Burger, Thierry Paquet:
Constructing Dynamic Frames of Discernment in Cases of Large Number of Classes. 275-286
Fabio Cuzzolin:
On Consistent Approximations of Belief Functions in the Mass Space. 287-298
Marc Pouly:
Generalized Information Theory Based on the Theory of Hints. 299-313
Eric Lefevre, Zied Elouedi, David Mercier:
Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions. 314-325
Lisa Serir, Emmanuel Ramasso, Noureddine Zerhouni:
E2GK: Evidential Evolving Gustafsson-Kessel Algorithm for Data Streams Partitioning Using Belief Functions. 326-337
Hélène Soubaras, Christophe Labreuche, Pierre Savéant:
Evidential Markov Decision Processes. 338-349
Pierre-Emmanuel Doré, Christophe Osswald, Arnaud Martin, Anne-Laure Jousselme, Patrick Maupin:
Continuous Belief Functions to Qualify Sensors Performances. 350-361
Belief Revision and Inconsistency Handling
John Grant, Anthony Hunter:
Measuring Consistency Gain and Information Loss in Stepwise Inconsistency Resolution. 362-373
Costas D. Koutras, Yorgos Zikos:
Relating Truth, Knowledge and Belief in Epistemic States. 374-385
Laurence Cholvy:
How Strong Can an Agent Believe Reported Information ? 386-397
Amílcar Mata Díaz, Ramón Pino Pérez:
Logic-Based Fusion of Complex Epistemic States. 398-409
Classification and Clustering
Yi Wang, Nevin Lianwen Zhang, Tao Chen, Leonard K. M. Poon:
Latent Tree Classifier. 410-421
Barbara F. I. Pieters, Linda C. van der Gaag, Ad Feelders:
When Learning Naive Bayesian Classifiers Preserves Monotonicity. 422-433
Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli:
Possibilistic Classifiers for Uncertain Numerical Data. 434-446
Default Reasoning and Logics for Reasoning under Uncertainty
Matthias Thimm, Gabriele Kern-Isberner, Jens Fisseler:
Relational Probabilistic Conditional Reasoning at Maximum Entropy. 447-458
Dragan Doder, Aleksandar Perovic, Zoran Ognjanovic:
Probabilistic Approach to Nonmonotonic Consequence Relations. 459-471
Emad Saad:
Bridging the Gap between Reinforcement Learning and Knowledge Representation: A Logical Off- and On-Policy Framework. 472-484
Roberto Confalonieri, Henri Prade:
Answer Set Programming for Computing Decisions Under Uncertainty. 485-496
Angelo Gilio, Giuseppe Sanfilippo:
Quasi Conjunction and Inclusion Relation in Probabilistic Default Reasoning. 497-508
Roberto Confalonieri, Henri Prade, Juan Carlos Nieves:
Handling Exceptions in Logic Programming without Negation as Failure. 509-520
Jan Broersen:
Probabilistic Stit Logic. 521-531
Philippe Besnard, Éric Grégoire, Sébastien Ramon:
Overriding Subsuming Rules. 532-544
Foundations of Reasoning and Decision Making under Uncertainty
Miguel Couceiro, Tamás Waldhauser:
Pseudo-polynomial Functions over Finite Distributive Lattices. 545-556
Giulianella Coletti, Romano Scozzafava, Barbara Vantaggi:
A Bridge between Probability and Possibility in a Comparative Framework. 557-568
Franklin Camacho, Ramón Pino Pérez:
Leximax Relations in Decision Making through the Dominance Plausible Rule. 569-581
Shuwei Chen, Jun Liu, Hui Wang, Juan Carlos Augusto:
Parameterized Uncertain Reasoning Approach Based on a Lattice-Valued Logic. 582-593
Fuzzy Sets and Fuzzy Logic
Davide Martinetti, Ignacio Montes, Susana Díaz:
From Preference Relations to Fuzzy Choice Functions. 594-605
Jorge Jiménez, Susana Montes, Branimir Seselja, Andreja Tepavcevic:
Fuzzy Relational Inequations and Equations in the Framework of Control Problems. 606-615
Marjon Blondeel, Steven Schockaert, Martine De Cock, Dirk Vermeir:
Fuzzy Autoepistemic Logic: Reflecting about Knowledge of Truth Degrees. 616-627
Tommaso Flaminio, Lluis Godo, Enrico Marchioni:
Belief Functions on MV-Algebras of Fuzzy Events Based on Fuzzy Evidence. 628-639
Sandra Sandri, Flávia Toledo Martins-Bedé:
Order Compatible Fuzzy Relations and Their Elicitation from General Fuzzy Partitions. 640-650
Implementation and Applications of Uncertain Systems
Joaquim Gabarró, Maria J. Serna, Alan Stewart:
Web Services and Incerta Spiriti: A Game Theoretic Approach to Uncertainty. 651-662
Julien Hué, Mariette Sérayet, Pierre Drap, Odile Papini, Eric Würbel:
Underwater Archaeological 3D Surveys Validation within the Removed Sets Framework. 663-674
Ian O’Neill, Anbu Yue, Weiru Liu, Phil Hanna:
Adaptive Dialogue Strategy Selection through Imprecise Probabilistic Query Answering. 675-687
Possibility Theory and Possibilistic Logic
Ivan Kramosil, Milan Daniel:
Statistical Estimations of Lattice-Valued Possibilistic Distributions. 688-699
Raouia Ayachi, Nahla Ben Amor, Salem Benferhat:
Compiling Min-based Possibilistic Causal Networks: A Mutilated-Based Approach. 700-712
Henri Prade, Agnès Rico:
Possibilistic Evidence. 713-724
Uncertainty in Databases
Patrick Bosc, Olivier Pivert, Grégory Smits:
A Preference Query Model Based on a Fusion of Local Orders. 725-736
Austin Parker, Gerardo I. Simari, Amy Sliva, V. S. Subrahmanian:
Approximate Achievability in Event Databases. 737-748
Sebastian Lehrack, Ingo Schmitt:
A Probabilistic Interpretation for a Geometric Similarity Measure. 749-760