Computation of Support and Confidence for Interval-valued Fuzzy Association Rules
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F20%3AA2101XPH" target="_blank" >RIV/61988987:17610/20:A2101XPH - isvavai.cz</a>
Result on the web
<a href="https://www.atlantis-press.com/journals/ijcis/125942395" target="_blank" >https://www.atlantis-press.com/journals/ijcis/125942395</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.2991/ijcis.d.200715.001" target="_blank" >10.2991/ijcis.d.200715.001</a>
Alternative languages
Result language
angličtina
Original language name
Computation of Support and Confidence for Interval-valued Fuzzy Association Rules
Original language description
The aim of this paper is to provide an algorithm for the computation of support and confidence of the association rules on interval-valued fuzzy sets. Each element of the interval-valued fuzzy set has a membership degree defined as an interval. In other words, the membership intervals may be interpreted as partial knowledge when the precise value is not known. The computations of the support and the confidence are discussed with respect to the three most common triangular norms (minimum, product and Łukasiewicz), which act as conjunction in support and confidence definitions.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
—
OECD FORD branch
10101 - Pure mathematics
Result continuities
Project
<a href="/en/project/GA16-19170S" target="_blank" >GA16-19170S: Fuzzy Partial Logic</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Computational Intelligence Systems
ISSN
1875-6891
e-ISSN
1875-6883
Volume of the periodical
13
Issue of the periodical within the volume
1
Country of publishing house
FR - FRANCE
Number of pages
13
Pages from-to
1014-1026
UT code for WoS article
000565532900048
EID of the result in the Scopus database
2-s2.0-85090676971