Symbolic and Quantitative Approaches to Reasoning with Uncertainty不確定性推理的符號與定量研究/2005年歐洲會議錄

內(nèi)容概要

This book constitutes the refereed proceedings of the 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2005, held in Barcelona, Spain in July 2005. The 82 revised full papers presented together with 3 invited papers articles were carefully reviewed and selected from 130 submissions for inclusion in the book. The papers are organized in topical sections on Bayesian networks, graphical models, learning causal networks, planning, causality and independence, preference modelling and decision, argumentation systems, inconsistency handling, belief revision and merging, belief functions, fuzzy models, many-valued logical systems, uncertainty logics, probabilistic reasoning, reasoning models under uncertainty, uncertainty measures, probabilistic classifiers, classification and clustering, and industrial applications.

書籍目錄

Invited PapersBayesian NetworksGraphical ModelsLearning Causal NetworksPlanningCausality and IndependencePreference Modelling and DecisionArgumentation SystemsInconsistency HandingBelief Revision and MergingBelief FunctionsFuzzy ModelsMany-Valued Logical SystemsUncertainty LogicsProbabilistic ReasoningReasoning Models Under UncertaintyUncertainty MeasuresProbabilistic ClassifiersClassification and ClusteringIndustrial ApplicationsAuthor Index

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