Linguistic Representation by Fuzzy Formal Concept and Interval Type-2 Feature Selection
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F17%3A10238750" target="_blank" >RIV/61989100:27240/17:10238750 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/17:10238750
Result on the web
<a href="https://link.springer.com/chapter/10.1007%2F978-3-319-53480-0_105" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-319-53480-0_105</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-53480-0_105" target="_blank" >10.1007/978-3-319-53480-0_105</a>
Alternative languages
Result language
angličtina
Original language name
Linguistic Representation by Fuzzy Formal Concept and Interval Type-2 Feature Selection
Original language description
Natural language is always seen as a source of uncertainty and vagueness. Fuzzy logic (FL) is a powerful tool for representing and treating perceptions which are the inputs and outputs of a linguistic model. In fact, a linguistic representation is a methodology that moves from crisp measures to uncertain words or fuzzy concepts. This theory uses fuzzy sets to encode and represent linguistic concepts. In this paper, an interval type-2 fuzzy formal concept IT-2FFC is presented as a new approach for extracting knowledge in a linguistic model. The method represents a combination of two techniques: fuzzy formal concept (FFC) for visualizing data and interval type-2 fuzzy sets (IT-2FSs) for feature selection. The obtained results demonstrate that the method applied can help human to make subjective judgments and make decision in a knowledge model.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2017
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 557
ISBN
978-3-319-53479-4
ISSN
2194-5357
e-ISSN
neuvedeno
Number of pages
11
Pages from-to
1071-1081
Publisher name
Springer
Place of publication
Berlin
Event location
Porto
Event date
Dec 16, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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