• DocumentCode
    476926
  • Title

    About the combination of belief functions on real numbers and the fusion based on maximal coherent sets

  • Author

    Vannobel, J.-M. ; Madiomanana, I.J. ; Colot, O.

  • fYear
    2008
  • fDate
    June 30 2008-July 3 2008
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In this paper, we establish a link between belief functions on real numbers and the maximal coherent sets obtained in the framework of possibilistic distributions. Having proposed an original disjunctive rule of combination in the framework of continuous belief functions, we demonstrate theoretically that maximal coherent sets can be viewed as a particular case in the framework of belief functions.
  • Keywords
    belief networks; fuzzy set theory; sensor fusion; statistical distributions; belief functions; data fusion; fuzzy set; maximal coherent sets; possibilistic distribution; real number; belief functions on real numbers; data fusion; maximal coherent sets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2008 11th International Conference on
  • Conference_Location
    Cologne
  • Print_ISBN
    978-3-8007-3092-6
  • Electronic_ISBN
    978-3-00-024883-2
  • Type

    conf

  • Filename
    4632290