Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 10th European Conference, ECSQARU 2009, Verona, Italy, July 1-3, 2009, Proceedings: 5590 (Lecture Notes in Computer Science) - Softcover

Inhaltsangabe

Invited Talks.- Fuzzy and Bipolar Mathematical Morphology, Applications in Spatial Reasoning.- From (Deductive) Fuzzy Logic to (Logic-Based) Fuzzy Mathematics.- Conditionals and Independence in Many-Valued Logics.- Algorithms for Uncertain Inference.- Inference from Multinomial Data Based on a MLE-Dominance Criterion.- Local Computation Schemes with Partially Ordered Preferences.- Inference in Hybrid Bayesian Networks with Deterministic Variables.- Argumentation Systems.- Extracting the Core of a Persuasion Dialog to Evaluate Its Quality.- On Revising Argumentation-Based Decision Systems.- Encompassing Attacks to Attacks in Abstract Argumentation Frameworks.- Social Argument Justification: Some Mechanisms and Conditions for Their Coincidence.- Dynamics in Argumentation with Single Extensions: Abstraction Principles and the Grounded Extension.- An Algorithm for Generating Arguments in Classical Predicate Logic.- Modelling Argument Accrual in Possibilistic Defeasible Logic Programming.- Generalized Abstract Argumentation: Handling Arguments in FOL Fragments.- Bayesian Networks.- Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks.- Integrating Ontological Knowledge for Iterative Causal Discovery and Visualization.- Binary Probability Trees for Bayesian Networks Inference.- Marginals of DAG-Isomorphic Independence Models.- The Probabilistic Interpretation of Model-Based Diagnosis.- Simplifying Learning in Non-repetitive Dynamic Bayesian Networks.- Surprise-Based Qualitative Probabilistic Networks.- Maximum Likelihood Learning of Conditional MTE Distributions.- Belief Functions.- A Generalization of the Pignistic Transform for Partial Bet.- Using Logic to Understand Relations between DSmT and Dempster-Shafer Theory.- Complexes of Outer Consonant Approximations.- The Intersection Probability and Its Properties.- Can the Minimum Rule of Possibility Theory Be Extended to Belief Functions?.- Capacity Refinements and Their Application to Qualitative Decision Evaluation.- Belief Functions and Cluster Ensembles.- Upper Probabilities Attainable by Distributions of Measurable Selections.- Belief Revision and Inconsistency Handling.- Merging Qualitative Constraints Networks Using Propositional Logic.- Distance-Based Semantics for C-Structure Belief Revision.- Merging Belief Bases Represented by Logic Programs.- Knowledge Base Stratification and Merging Based on Degree of Support.- Using Transfinite Ordinal Conditional Functions.- The Non-archimedean Polynomials and Merging of Stratified Knowledge Bases.- Encoding the Revision of Partially Preordered Information in Answer Set Programming.- A Distance-Based Operator to Revising Ontologies in DL .- Classification and Clustering.- An Experimental Study about Simple Decision Trees for Bagging Ensemble on Datasets with Classification Noise.- Incremental Maintenance of Frequent Itemsets in Evidential Databases.- A Bayesian Random Split to Build Ensembles of Classification Trees.- HODE: Hidden One-Dependence Estimator.- On the Effectiveness of Diversity When Training Multiple Classifier Systems.- On the Use of Clustering in Possibilistic Decision Tree Induction.- When in Doubt ... Be Indecisive.- Conditioning, Independence, Inference.- Acyclic Directed Graphs to Represent Conditional Independence Models.- Towards a Conscious Choice of a Similarity Measure: A Qualitative Point of View.- Integrated Likelihood in a Finitely Additive Setting.- Triangulation Heuristics for BN2O Networks.- Default Reasoning.- A Default Logic Patch for Default Logic.- A Note on Cumulative Stereotypical Reasoning.- Realizing Default Logic over Description Logic Knowledge Bases.- Dealing Automatically with Exceptions by Introducing Specificity in ASP.- Foundations of Reasoning and Decision Making under Uncertainty.- Generalised Label Semantics as a Model of Epistemic Vagueness.- Handling Analogical Proportions in Classical Logic and Fuzzy Logics Settings.- Qualitative Possibilit...

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