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Journal of Japan Society for Fuzzy Theory and Systems
Article . 1990 . Peer-reviewed
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zbMATH Open
Article . 1990
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Conditional Probabilities and Fuzzy Entropy

条件付確率とファジィエントロピー
Authors: Murofushi, T.;

Conditional Probabilities and Fuzzy Entropy

Abstract

Let \((\Omega, S, P)\) be a probability space and \(A \in S\) an event with its indicator function \(1_ A\). It is well-known that the conditional probability with respect to a subfield \(G \subset S\) satisfies \(P(A \mid G) = 1_ A\) if \(A \in G\) and that \(P(A \mid G)\) is a general function on [0,1] if \(A\) is not measurable with respect to \(G\). Therefore, the author considers \(P(A \mid G)\) as a fuzzy set with the interpretation that \(P(A\mid G)\) is the result of observing \(A\) with respect to the subfield \(G\). Using the fuzzy entropy measure of De Luca and Termini the author proves that \(P(A \mid G)\) becomes fuzzier as \(G\) becomes coarser. The same holds if \(A\) is a fuzzy event.

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Keywords

Measures of information, entropy, Fuzzy sets and logic (in connection with information, communication, or circuits theory), Foundations of probability theory, conditional probability, fuzzy entropy measure, Information theory (general), Theory of fuzzy sets, etc., fuzzy event

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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