• DocumentCode
    2212132
  • Title

    Bridging gaps between several frameworks for the idea of granulation

  • Author

    Dubois, Didier ; Prade, Henri

  • Author_Institution
    IRIT, Univ. de Toulouse, Toulouse, France
  • fYear
    2011
  • fDate
    11-15 April 2011
  • Firstpage
    59
  • Lastpage
    65
  • Abstract
    Two important ideas at the core of Zadeh´s seminal contributions to fuzzy logic and approximate reasoning are the notions of granulation and of possibilistic uncertainty. In this paper, elaborating on the basis of some formal analogy, recently made by the authors, between possibility theory and formal concept analysis, we suggest other bridges between theories for which the concept of granulation is central. We highlight the common features between the notion of extensional fuzzy set with respect to a similarity relation and the notion of concept. We also discuss the case of fuzzy rough sets. Thus, we point out some fruitful cross-fertilizations between the possibilistic representation of information and several views of granulation emphasizing the idea of clusters of points that can be identified respectively on the basis of their closeness, or of their common labeling in terms of properties.
  • Keywords
    formal concept analysis; fuzzy logic; fuzzy reasoning; fuzzy set theory; granular computing; possibility theory; rough set theory; Zadeh seminal contribution; formal concept analysis; fuzzy approximate reasoning; fuzzy logic; fuzzy rough set; granulation concept; possibilistic uncertainty; possibility theory; Context; Electronic mail; Equations; Fuzzy sets; Possibility theory; Rough sets; Uncertainty; extensional fuzzy set; formal concept analysis; granulation; possibility theory; rough set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Foundations of Computational Intelligence (FOCI), 2011 IEEE Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-4244-9981-6
  • Type

    conf

  • DOI
    10.1109/FOCI.2011.5949479
  • Filename
    5949479