Title :
Isotone Galois connections and concept lattices with hedges
Author :
Bartl, Eduard ; Belohlavek, Radim ; Konecny, Jan ; Vychodil, Vilem
Author_Institution :
Dept. Syst. Sci. & Ind. Eng., Binghamton Univ.-SUNY, Binghamton, NY
Abstract :
We study isotone fuzzy Galois connections and concept lattices parameterized by truth-stressing hedges. Isotone fuzzy Galois connections and concept lattices provide an alternative to antitone fuzzy Galois connections and concept lattices which are the foundational structures for formal concept analysis of data with fuzzy attributes. We demonstrate that hedges enable us to control the number of fixed points of Galois connections, i.e. collections of objects and attributes which represent interesting clusters in data. In addition, we present properties of isotone connections with hedges, including their axiomatization, and describe the structure of the associated concept lattices.
Keywords :
Galois fields; fuzzy logic; fuzzy set theory; antitone fuzzy Galois connections; axiomatization; concept lattices; formal concept analysis; foundational structures; fuzzy attributes; isotone fuzzy Galois connections; truth-stressing hedges; Computer science; Data analysis; Data mining; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Industrial engineering; Intelligent systems; Lattices; Concept lattice; Galois connection; fuzzy logic; hedge;
Conference_Titel :
Intelligent Systems, 2008. IS '08. 4th International IEEE Conference
Conference_Location :
Varna
Print_ISBN :
978-1-4244-1739-1
Electronic_ISBN :
978-1-4244-1740-7
DOI :
10.1109/IS.2008.4670534