Relational Data, Formal Concept Analysis, and Graded Attributes
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F08%3A00005453" target="_blank" >RIV/61989592:15310/08:00005453 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Relational Data, Formal Concept Analysis, and Graded Attributes
Original language description
Formal concept analysis is a particular method of analysis of relational data. In addition to tools for data analysis, formal concept analysis provides elaborated mathematical foundations for relational data. In the course of the last decade, several attempts appeared to extend formal concept analysis to data with graded (fuzzy) attributes. Among these attempts, an approach based on residuated implications plays an important role. This chapter presents an overview of foundations of formal concept analysis of data with graded attributes, with focus on the approach based on residuated implications, on its extensions and particular cases. Presented is an overview of both of the main parts of formal concept analysis, namely, concept lattices and attributeimplications, and an overview of the underlying foundations and related methods. In addition to that, the chapter contains an overview of topics for future research.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
BD - Information theory
OECD FORD branch
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Result continuities
Project
<a href="/en/project/1ET101370417" target="_blank" >1ET101370417: Hierarchical analysis of complex data</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2008
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Handbook of Research on Fuzzy Information Processing in Databases
ISBN
978-1-59904-853-6
Number of pages of the result
28
Pages from-to
462-489
Number of pages of the book
850
Publisher name
IGI Global, USA
Place of publication
Hershey (PA)
UT code for WoS chapter
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