Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 11th European Conference, ECSQARU 2011, Belfast, UK, June 29–July 1, 2011. Proceedings

Front Matter....Pages -
Information Fusion and Revision in Qualitative and Quantitative Settings....Pages 1-18
Introducing Equational Semantics for Argumentation Networks....Pages 19-35
Constructive Decision Theory: Short Summary....Pages 36-37
Strong Equivalence for Argumentation Semantics Based on Conflict-Free Sets....Pages 38-49
Backing and Undercutting in Defeasible Logic Programming....Pages 50-61
Arguing with Valued Preference Relations....Pages 62-73
Arguing about the Trustworthiness of the Information Sources....Pages 74-85
Two Roles of Preferences in Argumentation Frameworks....Pages 86-97
A Re-definition of Mixtures of Polynomials for Inference in Hybrid Bayesian Networks....Pages 98-109
Using Four Cost Measures to Determine Arc Reversal Orderings....Pages 110-121
Using the Noisy-OR Model Can Be Harmful … But It Often Is Not....Pages 122-133
Attaining Monotonicity for Bayesian Networks....Pages 134-145
Importance Sampling on Bayesian Networks with Deterministic Causalities....Pages 146-157
Bayesian Networks and the Imprecise Dirichlet Model Applied to Recognition Problems....Pages 158-169
On Stopping Evidence Gathering for Diagnostic Bayesian Networks....Pages 170-181
SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies....Pages 182-193
Scaling Up the Greedy Equivalence Search Algorithm by Constraining the Search Space of Equivalence Classes....Pages 194-205
Extensions of Decision-Theoretic Troubleshooting: Cost Clusters and Precedence Constraints....Pages 206-216
Locally Averaged Bayesian Dirichlet Metrics....Pages 217-228
Mixture of Markov Trees for Bayesian Network Structure Learning with Small Datasets in High Dimensional Space....Pages 229-238
Finding P–Maps and I–Maps to Represent Conditional Independencies....Pages 239-250
Marginalization without Summation Exploiting Determinism in Factor Algebra....Pages 251-262
Independence and 2-Monotonicity: Nice to Have, Hard to Keep....Pages 263-274
Constructing Dynamic Frames of Discernment in Cases of Large Number of Classes....Pages 275-286
On Consistent Approximations of Belief Functions in the Mass Space....Pages 287-298
Generalized Information Theory Based on the Theory of Hints....Pages 299-313
Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions....Pages 314-325
E2GK: Evidential Evolving Gustafsson-Kessel Algorithm for Data Streams Partitioning Using Belief Functions....Pages 326-337
Evidential Markov Decision Processes....Pages 338-349
Continuous Belief Functions to Qualify Sensors Performances....Pages 350-361
Measuring Consistency Gain and Information Loss in Stepwise Inconsistency Resolution....Pages 362-373
Relating Truth, Knowledge and Belief in Epistemic States....Pages 374-385
How Strong Can an Agent Believe Reported Information ?....Pages 386-397
Logic-Based Fusion of Complex Epistemic States....Pages 398-409
Latent Tree Classifier....Pages 410-421
When Learning Naive Bayesian Classifiers Preserves Monotonicity....Pages 422-433
Possibilistic Classifiers for Uncertain Numerical Data....Pages 434-446
Relational Probabilistic Conditional Reasoning at Maximum Entropy....Pages 447-458
Probabilistic Approach to Nonmonotonic Consequence Relations....Pages 459-471
Bridging the Gap between Reinforcement Learning and Knowledge Representation: A Logical Off- and On-Policy Framework....Pages 472-484
Answer Set Programming for Computing Decisions Under Uncertainty....Pages 485-496
Quasi Conjunction and Inclusion Relation in Probabilistic Default Reasoning....Pages 497-508
Handling Exceptions in Logic Programming without Negation as Failure....Pages 509-520
Probabilistic Stit Logic....Pages 521-531
Overriding Subsuming Rules....Pages 532-544
Pseudo-polynomial Functions over Finite Distributive Lattices....Pages 545-556
A Bridge between Probability and Possibility in a Comparative Framework....Pages 557-568
Leximax Relations in Decision Making through the Dominance Plausible Rule....Pages 569-581
Parameterized Uncertain Reasoning Approach Based on a Lattice-Valued Logic....Pages 582-593
From Preference Relations to Fuzzy Choice Functions....Pages 594-605
Fuzzy Relational Inequations and Equations in the Framework of Control Problems....Pages 606-615
Fuzzy Autoepistemic Logic: Reflecting about Knowledge of Truth Degrees....Pages 616-627
Belief Functions on MV-Algebras of Fuzzy Events Based on Fuzzy Evidence....Pages 628-639
Order Compatible Fuzzy Relations and Their Elicitation from General Fuzzy Partitions....Pages 640-650
Web Services and Incerta Spiriti : A Game Theoretic Approach to Uncertainty....Pages 651-662
Underwater Archaeological 3D Surveys Validation within the Removed Sets Framework....Pages 663-674
Adaptive Dialogue Strategy Selection through Imprecise Probabilistic Query Answering....Pages 675-687
Statistical Estimations of Lattice-Valued Possibilistic Distributions....Pages 688-699
Compiling Min-based Possibilistic Causal Networks: A Mutilated-Based Approach....Pages 700-712
Possibilistic Evidence....Pages 713-724
A Preference Query Model Based on a Fusion of Local Orders....Pages 725-736
Approximate Achievability in Event Databases....Pages 737-748
A Probabilistic Interpretation for a Geometric Similarity Measure....Pages 749-760
Back Matter....Pages -