Quantified Representation of Uncertainty and Imprecision

Häftad, Engelska, 2010

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This first volume is concerned with the Quantified Representation of Uncertainty and Imprecision. The 14 chapters cover most of the theories that have been proposed for that task and focus on the meaning of those theories. The book gives wide coverage to new theories of quantified uncertainty, as surveys of such theories are difficult to find. This handbook is probably the first to present together so many different theories of quantified uncertainty.

Produktinformation

Utgivningsdatum2010-12-15
Mått155 x 235 x 27 mm
Vikt733 g
FormatHäftad
SpråkEngelska
SerieHandbook of Defeasible Reasoning and Uncertainty Management Systems
Antal sidor477
FörlagSpringer
ISBN9789048150380

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Preface. Probability, Possibility, Belief: Which and Where? P. Smets. Multi-Valued Logics; G. Panti. Fuzzy Logic; V. Novák. The Bayesian Approach; C. Howson. Confirmation Theory; D. Gillies. Possibility Theory: Qualitative and Quantitative Aspects; D. Dubois, H. Prade. Families of Probabilities; H.E. Kyburg, Jr. The Evidentiary Value Model; N.-E. Sahlin, W. Rabinowicz. The Transferable Belief Model for Quantified Belief Representation; P. Smets. Infinitesimal Theories of Uncertainty for Plausible Reasoning; S. Benferhat. Statistical Inference; A.W.F. Edwards. Graphical Models for Probabilistic and Causal Reasoning; J. Pearl. Game Theory; B. Skyrms, P. Vanderschraaf. Psychological Challenges for Normative Models; G. Gigerenzer. Index.