• DocumentCode
    478710
  • 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
  • Volume
    2
  • fYear
    2008
  • fDate
    6-8 Sept. 2008
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/IS.2008.4670534
  • Filename
    4670534