• DocumentCode
    2033897
  • Title

    Describing acceptable objects by means of Sugeno integrals

  • Author

    Prade, Henri ; Rico, Agnès

  • Author_Institution
    Inst. de Rech. en Inf. de Toulouse (IRIT), Univ. Paul Sabatier, Toulouse, France
  • fYear
    2010
  • fDate
    7-10 Dec. 2010
  • Firstpage
    6
  • Lastpage
    11
  • Abstract
    Objects are usually described by combinations of properties. Logic-based descriptions offer compact representations for binary properties. Besides, Sugeno integrals are well-known as a powerful qualitative aggregation tool in multiple-criteria decision, which is applicable to gradual properties, and takes into account positive synergies between properties. The paper proposes to investigate the potential use of Sugeno integrals as a representation tool, to lay bare their relation with possibilistic logic representations, and to discuss the handling of negative synergies in this setting using a pair of Sugeno integrals.
  • Keywords
    formal concept analysis; formal logic; integral equations; Sugeno integral; acceptable object; account positive synergy; binary property; gradual property; logic based description; multiple criteria decision; possibilistic logic representation; qualitative aggregation tool; representation tool; Complexity theory; Context; Lattices; Pattern recognition; Polynomials; Semantics; Sugeno integral; formal concept analysis; pattern structures; possibilistic logic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing and Pattern Recognition (SoCPaR), 2010 International Conference of
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-4244-7897-2
  • Type

    conf

  • DOI
    10.1109/SOCPAR.2010.5685870
  • Filename
    5685870