Title :
Triadic fuzzy Galois connections as ordinary connections
Author :
Belohlavek, Radim ; Osicka, Petr
Author_Institution :
Dept. of Comput. Sci., Palacky Univ., Olomouc, Czech Republic
Abstract :
The paper presents results on representation of the basic structures related to ternary fuzzy relations by the structures related to ordinary ternary relations, such as Galois connections, closure operators, and trilattices (structures of maximal Cartesian subrelations). These structures appear as the fundamental structures in relational data analysis such as formal concept analysis or association rules. We prove several representation theorems that allow us to automatically transfer some of the known results from the ordinary case to fuzzy case. The transfer is demonstrated by examples.
Keywords :
Galois fields; data mining; formal concept analysis; fuzzy set theory; lattice theory; association rules; closure operators; formal concept analysis; fundamental structures; fuzzy case; maximal Cartesian subrelations; ordinary connections; ordinary ternary relations; relational data analysis; representation theorems; ternary fuzzy relations; triadic fuzzy Galois connections; trilattices; Association rules; Computer science; Context; Data analysis; Fuzzy logic; Fuzzy sets; Lattices;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-1507-4
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZ-IEEE.2012.6251320