Symbolic and Quantitative Approaches to Reasoning with Uncertainty 象征和定量方法与不确定推理

Symbolic and Quantitative Approaches to Reasoning with Uncertainty  象征和定量方法与不确定推理 - 图书城

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作者:
Salem Benferhat 著
ISBN:
9783540424642 , 3540424644
出版社:
Springer
出版日期:
2001-10-1
定价:
869.02
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内容提要:
The LNAI series reports state-of-the-art results in artificial intelligence re-search,development,and education,at a high level and in both printed and electronic form.Enjoying tight cooperation with the R&D community,with numerous individuals,as well as with prestigious organizations and societies,LNAI has grown into the most comprehensive artificial intelligence research forum available.
The scope of LNAI spans the whole range of artificial intelligence and intelli-gent information processing including interdisciplinary topics in a variety of application fields.The type of material published traditionally includes.
—proceedings (published in time for the respective conference)
—post-proceedings (consisting of thoroughly revised final full papers)
—research monographs(which may be based on PhD work).
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This book constitutes the refereed proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2001, held in Toulouse, France in September 2001.
The 68 revised full papers presented together with three invited papers were carefully reviewed and selected from over a hundred submissions. The book offers topical sections on decision theory, partially observable Markov decision processes, decision-making, coherent probabilities, Bayesian networks, learning causal networks, graphical representation of uncertainty, imprecise probabilities, belief functions, fuzzy sets and rough sets, possibility theory, merging, belief revision and preferences, inconsistency handling, default logic, logic programming, etc.
目录:
Invited Papers
Contributed Papers
Decision Theory
Partially Observable Markov Decision Processes
Decision-Making
Coherent Probabilities
Bayesian Networks
Learning Causal Networks
Graphical Representations of Uncertainty
Imprecise Probabilities
Belief Functions
Fuzzy Sets and Rough Sets
Possibility Theory
Applications
Merging
Belief Revision and Preferences
Inconsistency Handling
Default Logic
Conditional Default Reasoning
Models of Uncertainty from the Psychology Viewpoint
Argumentation Systems and ATMSs
Causality,Events,Explanations
Logic Programming
Modal Logics for Information Systems
Satisfiability
Author Index
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