Capacities and overlap indexes with an application in fuzzy rule-based classification systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F16%3A00465739" target="_blank" >RIV/67985556:_____/16:00465739 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1016/j.fss.2015.12.021" target="_blank" >http://dx.doi.org/10.1016/j.fss.2015.12.021</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.fss.2015.12.021" target="_blank" >10.1016/j.fss.2015.12.021</a>
Alternative languages
Result language
angličtina
Original language name
Capacities and overlap indexes with an application in fuzzy rule-based classification systems
Original language description
In this work, we introduce a method for constructing capacities using overlap indexes between the fuzzy sets which are generated from the inputs of the considered problem. We also use these capacities to aggregate information by means of the Choquet integral in a fuzzy rule-based classifier. We observe that with these capacities the obtained results are better than those obtained with other measures.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Fuzzy Sets and Systems
ISSN
0165-0114
e-ISSN
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Volume of the periodical
305
Issue of the periodical within the volume
1
Country of publishing house
NL - THE KINGDOM OF THE NETHERLANDS
Number of pages
25
Pages from-to
70-94
UT code for WoS article
000386073400004
EID of the result in the Scopus database
2-s2.0-84954561357