Symbolic and Quantitative Approaches to Reasoning with Uncertainty不确定性推理的符号与定量研究/2005年欧洲会议录

作者简介

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.

书籍目录

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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