New Fuzzy Similarity Measures: from Intuitionistic to Type-2 Fuzzy Sets
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F17%3A10238745" target="_blank" >RIV/61989100:27240/17:10238745 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/17:10238745
Result on the web
<a href="http://ieeexplore.ieee.org/document/8015696/" target="_blank" >http://ieeexplore.ieee.org/document/8015696/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/FUZZ-IEEE.2017.8015696" target="_blank" >10.1109/FUZZ-IEEE.2017.8015696</a>
Alternative languages
Result language
angličtina
Original language name
New Fuzzy Similarity Measures: from Intuitionistic to Type-2 Fuzzy Sets
Original language description
Fuzzy Similarity Measure (FSM) is one of the most used techniques for classification, pattern recognition or knowledge reduction. While many type-1 FSMs exist, few ones exist for type-2 fuzzy sets. In this paper, we introduce three similarity measures between Interval Type-2 Fuzzy Sets (IT-2 FSs) as an extension of some distance measures between Intuitionistic Fuzzy Sets (IFSs). Many definitions and properties are exposed in order to prove that the formulas presented are indeed similarity measures. Experimental results are presented, comparison with other existing type-2 FSMs is done and interpretation is given in order to satisfy FSM properties
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
IEEE International Conference on Fuzzy Systems
ISBN
978-1-5090-6034-4
ISSN
1098-7584
e-ISSN
neuvedeno
Number of pages
6
Pages from-to
1-6
Publisher name
IEEE
Place of publication
Piscataway
Event location
Neapol
Event date
Jul 9, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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