Parameterizing the Semantics of Fuzzy Attribute Implications by Systems of Isotone Galois Connections

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F16%3A33160163" target="_blank" >RIV/61989592:15310/16:33160163 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/TFUZZ.2015.2470530" target="_blank" >http://dx.doi.org/10.1109/TFUZZ.2015.2470530</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TFUZZ.2015.2470530" target="_blank" >10.1109/TFUZZ.2015.2470530</a>

Result language
angličtina
Original language name
Parameterizing the Semantics of Fuzzy Attribute Implications by Systems of Isotone Galois Connections
Original language description
We study the semantics of fuzzy IF-THEN rules called fuzzy attribute implications parameterized by systems of isotone Galois connections. The rules express dependences between fuzzy attributes in object-attribute incidence data. The proposed parameterizations are general and include as special cases the parameterizations by linguistic hedges used in earlier approaches. We formalize the general parameterizations, propose bivalent and graded notions of semantic entailment of fuzzy attribute implications, show their characterization in terms of least models and complete axiomatization, and provide characterization of bases of fuzzy attribute implications derived from data.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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Project
<a href="/en/project/GA14-11585S" target="_blank" >GA14-11585S: Relational Similarity-Based Databases</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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