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International Journal of Intelligent Systems
Article . 2001 . Peer-reviewed
License: Wiley TDM
Data sources: Crossref
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
zbMATH Open
Article . 2001
Data sources: zbMATH Open
DBLP
Article . 2001
Data sources: DBLP
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A survey of defuzzification strategies

Authors: Shounak Roychowdhury; Witold Pedrycz;

A survey of defuzzification strategies

Abstract

The authors revisit the defuzzification problem and they propose a few inquiries into the nature of defuzzification. The authors first give a brief survey of the main defuzzification schemes that have been proposed during the last few years. They still find that COG (center of gravity) and MOM (mean of maxima) remain standard defuzzification operators for most of the fuzzy sets that have been designed either in industry or in academia. The authors also propose a novel defuzzification method that is based on the uncertainty concept. It is a simple mechanism that uses the background information that is present in the universe of discourse, which provides a relative comparison with respect to the knowledge sources (fuzzy sets) that constitute it. Definitely, it makes sense to do a relative evaluation of the fuzzy set that is to be defuzzified.

Related Organizations
Keywords

background information defuzzification, Fuzzy control/observation systems, fuzzy defuzzification, center of gravity, Control/observation systems with incomplete information, fuzzy clustering, survey, uncertainty, Research exposition (monographs, survey articles) pertaining to systems and control theory, mean of maxima

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    selected citations
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    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).
    122
    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.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
Powered by OpenAIRE graph
Found an issue? Give us feedback
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!
122
Top 10%
Top 1%
Top 10%
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