ECSQARU 2011:
Belfast,
UK
Weiru Liu (Ed.):
Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 11th European Conference, ECSQARU 2011, Belfast, UK, June 29-July 1, 2011. Proceedings.
Lecture Notes in Computer Science 6717 Springer 2011, ISBN 978-3-642-22151-4
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
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
Classification and Clustering
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
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
Possibility Theory and Possibilistic Logic
Uncertainty in Databases
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