Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings

Front Matter....Pages I-XIII
Front Matter....Pages 1-1
Minimizing Regret in Dynamic Decision Problems....Pages 3-13
Extracting Decision Rules from Qualitative Data Using Sugeno Integral: A Case-Study....Pages 14-24
Elicitation of a Utility from Uncertainty Equivalent Without Standard Gambles....Pages 25-35
Possibilistic Conditional Preference Networks....Pages 36-46
Front Matter....Pages 47-47
On Supported Inference and Extension Selection in Abstract Argumentation Frameworks....Pages 49-59
Representing and Reasoning About Arguments Mined from Texts and Dialogues....Pages 60-71
Dialogue Games for Argumentation Frameworks with Necessities....Pages 72-82
Explaining Bayesian Networks Using Argumentation....Pages 83-92
Front Matter....Pages 93-93
Transitive Reasoning with Imprecise Probabilities....Pages 95-105
On the Algebraic Structure of Conditional Events....Pages 106-116
In All, but Finitely Many, Possible Worlds: Model-Theoretic Investigations on ‘Overwhelming Majority’ Default Conditionals....Pages 117-126
Front Matter....Pages 127-127
The Robustness of Periodic Orchestrations in Uncertain Evolving Environments....Pages 129-140
Uncertainty in the Cloud: An Angel-Daemon Approach to Modelling Performance....Pages 141-150
Game-Theoretic Resource Allocation with Real-Time Probabilistic Surveillance Information....Pages 151-161
Front Matter....Pages 163-163
Belief Update Within Propositional Fragments....Pages 165-174
Private Expansion and Revision in Multi-agent Settings....Pages 175-185
Contraction in Propositional Logic....Pages 186-196
Front Matter....Pages 197-197
Multi-classifiers of Small Treewidth....Pages 199-209
Balanced Tuning of Multi-dimensional Bayesian Network Classifiers....Pages 210-220
A New View of Conformity and Its Application to Classification....Pages 221-232
Front Matter....Pages 233-233
Using Shapley Inconsistency Values for Distributed Information Systems with Uncertainty....Pages 235-245
Consistency-Based Reliability Assessment....Pages 246-256
Handling Revision Inconsistencies: Towards Better Explanations....Pages 257-266
On Measuring Inconsistency Using Maximal Consistent Sets....Pages 267-276
Front Matter....Pages 277-277
On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models....Pages 279-289
Computing Concise Representations of Semi-graphoid Independency Models....Pages 290-300
Learning Structure in Evidential Networks from Evidential DataBases....Pages 301-311
Evaluating Product-Based Possibilistic Networks Learning Algorithms....Pages 312-321
Front Matter....Pages 323-323
Every LWF and AMP Chain Graph Originates from a Set of Causal Models....Pages 325-334
Factorization, Inference and Parameter Learning in Discrete AMP Chain Graphs....Pages 335-345
A Differential Approach for Staged Trees....Pages 346-355
CPD Tree Learning Using Contexts as Background Knowledge....Pages 356-365
Relevance of Evidence in Bayesian Networks....Pages 366-375
Hybrid Time Bayesian Networks....Pages 376-386
Learning Bounded Tree-Width Bayesian Networks via Sampling....Pages 387-396
Learning Conditional Distributions Using Mixtures of Truncated Basis Functions....Pages 397-406
MPE Inference in Conditional Linear Gaussian Networks....Pages 407-416
Front Matter....Pages 417-417
Dynamic Time Warping Distance for Message Propagation Classification in Twitter....Pages 419-428
A Reliably Weighted Collaborative Filtering System....Pages 429-439
A Comparison of Plausibility Conflict and of Degree of Conflict Based on Amount of Uncertainty of Belief Functions....Pages 440-450
Front Matter....Pages 417-417
Weighted Maximum Likelihood for Parameters Learning Based on Noisy Labels in Discrete Hidden Markov Models....Pages 451-460
Evidential Editing K-Nearest Neighbor Classifier....Pages 461-471
Learning Contextual Discounting and Contextual Reinforcement from Labelled Data....Pages 472-481
Front Matter....Pages 483-483
Symbolic Possibilistic Logic: Completeness and Inference Methods....Pages 485-495
Probabilistic Common Knowledge Among Infinite Number of Agents....Pages 496-505
Towards Lifted Inference Under Maximum Entropy for Probabilistic Relational FO-PCL Knowledge Bases....Pages 506-516
Front Matter....Pages 517-517
Towards Gaussian Bayesian Network Fusion....Pages 519-528
Early Recognition of Maneuvers in Highway Traffic....Pages 529-540
Variable Elimination for Interval-Valued Influence Diagrams....Pages 541-551
Back Matter....Pages 553-554