• DocumentCode
    1750809
  • Title

    Some issues on the coherence of Min-based possibilistic causal networks

  • Author

    Ben Amor, Nahla ; Benferhat, Salem ; Mellouli, Khaled

  • Author_Institution
    Inst Superieur de Gestion Tunis, Tunisia
  • Volume
    1
  • fYear
    2001
  • fDate
    25-28 July 2001
  • Firstpage
    604
  • Abstract
    This paper focuses on Min-based possibilistic graphs which are natural counterparts of probabilistic causal networks. In particular, we discuss the coherence problem which concerns the nonrecovering of initial data provided by the expert. We show that the coherence problem should not be seen as a drawback, and has no influence neither on independence relations nor on propagation algorithms
  • Keywords
    belief networks; possibility theory; Min-based possibilistic causal network coherence; data nonrecovery; independence relations; propagation algorithms; Bayesian methods; Possibility theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    0-7803-7078-3
  • Type

    conf

  • DOI
    10.1109/NAFIPS.2001.944321
  • Filename
    944321