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FLAIRS
2001

A General Approach to Uncertainty Representation Using Fuzzy Measures

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A General Approach to Uncertainty Representation Using Fuzzy Measures
Weintroducethe fuzzymeasureas a unifyingstructure for modelingknowledgeabout an uncertain variable. Weshowthat a large class of well establishedtypes of uncertainty representation can be modeledin this framework.A measureof entropy associated with a fuzzy measureis introducedand its manifestationfor different fuzzy measuresis described. Theproblemof uncertain decision makingfor the case in whichthe uncertainty represented by a fuzzy measure is considered. TheChoquetintegral is introduced as providing a generalization of the expectedvalue to this environment.
Ronald R. Yager
Added 31 Oct 2010
Updated 31 Oct 2010
Type Conference
Year 2001
Where FLAIRS
Authors Ronald R. Yager
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