Title
Fuzzy Formal Concept Analysis.
Abstract
Formal Context Analysis is a mathematical theory that enables us to find concepts from a given set of objects, a set of attributes and a relation on them. There is a hierarchy of such concepts, from which a complete lattice can be made. In this paper we present a generalization of these ideas using fuzzy subsets and fuzzy implications defined from lower semicontinuous t-norms which, under suitable conditions, also results in a complete lattice.
Year
DOI
Venue
2018
10.1007/978-3-319-95312-0_17
Communications in Computer and Information Science
Keywords
Field
DocType
Formal Concept Analysis,FCA,Fuzzy Formal Concept Analysis,Fuzzy attributes,Concept lattice,Fuzzy concept lattice
Fuzzy formal concept analysis,Context analysis,Computer science,Fuzzy logic,Mathematical theory,Theoretical computer science,Artificial intelligence,Complete lattice,Hierarchy,Formal concept analysis,Machine learning
Conference
Volume
ISSN
Citations 
831
1865-0929
0
PageRank 
References 
Authors
0.34
1
5
Name
Order
Citations
PageRank
Abner Brito100.34
Laécio C. Barros211521.74
Estevão Laureano Esmi39012.01
Fábio Bertato400.34
Marcelo E. Coniglio56415.71