A type-2 fuzzy concepts lexicalized representation by perceptual reasoning and linguistic weighted average: A comparative study
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F16%3A86099379" target="_blank" >RIV/61989100:27240/16:86099379 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-27221-4_7" target="_blank" >http://dx.doi.org/10.1007/978-3-319-27221-4_7</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-27221-4_7" target="_blank" >10.1007/978-3-319-27221-4_7</a>
Alternative languages
Result language
angličtina
Original language name
A type-2 fuzzy concepts lexicalized representation by perceptual reasoning and linguistic weighted average: A comparative study
Original language description
Concepts lexicalized in natural language are uncertain. Actually, there are cooperation between type-1 fuzzy sets (T-1 FSs) and the psychology of concepts for manipulating knowledge. Our approach shows that concepts can be equalized to interval type-2 fuzzy sets (IT-2 FSs) by using a Computing With Words (CWW) model. CWW is a theory that passes from computing with crisp values or measurements to CWW or concepts. This paper presents a comparative study between the Perceptual Reasoning (PR) and the Linguistic Weighted Average (LWA) and implements them using a mammography database. These two approaches are implemented in the CWW engine of a CWW model; they characterize linguistic uncertainties existing in concepts by using IT-2 FSs. The results obtained demonstrate that the PR approach give results similar to concepts in the code-book. This paper insists on the fact that concepts can be represented by IT-2 FSs in the psychology of concepts. (C) Springer International Publishing Switzerland 2016.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
—
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Advances in Intelligent Systems and Computing. Volume 420
ISBN
978-3-319-27220-7
ISSN
2194-5357
e-ISSN
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Number of pages
10
Pages from-to
77-86
Publisher name
Springer Verlag
Place of publication
London
Event location
Soul
Event date
Nov 16, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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