دانلود کتاب Scalable Uncertainty Management: 4th International Conference, SUM 2010, Toulouse, France, September 27-29, 2010. Proceedings

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Front Matter....Pages -
Markov Chain Monte Carlo and Databases....Pages 1-1
Answer Set Programming, the Solving Paradigm for Knowledge Representation and Reasoning....Pages 2-2
Graphical and Logical-Based Representations of Uncertain Information in a Possibility Theory Framework....Pages 3-6
Probabilistic Data: A Tiny Survey....Pages 7-10
The Role of Epistemic Uncertainty in Risk Analysis....Pages 11-15
Uncertainty in Clustering and Classification....Pages 16-19
Information Fusion....Pages 20-23
Use of the Domination Property for Interval Valued Digital Signal Processing....Pages 24-27
Managing Lineage and Uncertainty under a Data Exchange Setting....Pages 28-41
A Formal Analysis of Logic-Based Argumentation Systems....Pages 42-55
Handling Inconsistency with Preference-Based Argumentation....Pages 56-69
A Possibility Theory-Oriented Discussion of Conceptual Pattern Structures....Pages 70-83
DK-BKM: Decremental K Belief K-Modes Method....Pages 84-97
On the Use of Fuzzy Cardinalities for Reducing Plethoric Answers to Fuzzy Queries....Pages 98-111
From Bayesian Classifiers to Possibilistic Classifiers for Numerical Data....Pages 112-125
Plausibility of Information Reported by Successive Sources....Pages 126-136
Combining Semantic Web Search with the Power of Inductive Reasoning....Pages 137-150
Evaluating Trust from Past Assessments with Imprecise Probabilities: Comparing Two Approaches....Pages 151-162
Range-Consistent Answers of Aggregate Queries under Aggregate Constraints....Pages 163-176
Characterization, Propagation and Analysis of Aleatory and Epistemic Uncertainty in the 2008 Performance Assessment for the Proposed Repository for High-Level Radioactive Waste at Yucca Mountain, Nevada....Pages 177-190
Comparing Evidential Graphical Models for Imprecise Reliability....Pages 191-204
Imprecise Bipolar Belief Measures Based on Partial Knowledge from Agent Dialogues....Pages 205-218
Kriging with Ill-Known Variogram and Data....Pages 219-235
Event Modelling and Reasoning with Uncertain Information for Distributed Sensor Networks....Pages 236-249
Uncertainty in Decision Tree Classifiers....Pages 250-263
Efficient Policy-Based Inconsistency Management in Relational Knowledge Bases....Pages 264-277
Modelling Probabilistic Inference Networks and Classification in Probabilistic Datalog....Pages 278-291
Handling Dirty Databases: From User Warning to Data Cleaning — Towards an Interactive Approach....Pages 292-305
Disjunctive Fuzzy Logic Programs with Fuzzy Answer Set Semantics....Pages 306-318
Cost-Based Query Answering in Action Probabilistic Logic Programs....Pages 319-332
Clustering Fuzzy Data Using the Fuzzy EM Algorithm....Pages 333-346
Combining Multi-resolution Evidence for Georeferencing Flickr Images....Pages 347-360
A Structure-Based Similarity Spreading Approach for Ontology Matching....Pages 361-374
Risk Modeling for Decision Support....Pages 375-388
Back Matter....Pages -