• DocumentCode
    443969
  • Title

    Semi-order structure fusion model of quotient spaces under the condition of inconsistency information

  • Author

    Fang, Hongbin ; Zhang, Ling

  • Author_Institution
    Dept. of Key Lab. of Intelligent Comput. & Signal Process. of Ministry of Educ., Anhui Univ., Hefei, China
  • Volume
    1
  • fYear
    2005
  • fDate
    25-27 July 2005
  • Firstpage
    149
  • Abstract
    The quotient space theory obtains a fusion model about semi-order structure under the condition of consistency information, harnessing topology relation among elements of the universe space and hierarchical structure. It has great significance to forming a unified theory structure about information fusion technology. This paper gets a new semi-order structure fusion model under the condition of inconsistency information and proves incompleteness of its semi-order lattice . An example is presented in the paper at last as well as a new method is indicated for Bayesian network structure learning.
  • Keywords
    belief networks; directed graphs; learning (artificial intelligence); Bayesian network structure learning; directed graph; inconsistency information condition; information fusion technology; quotient space theory; semiorder lattice; semiorder structure fusion model; Bayesian methods; Cognition; Concrete; Entropy; Fuzzy set theory; Laboratories; Lattices; Network topology; Signal processing; Space technology; acycic directed graph; fusion model; inconsistency information; quotient space; semi-order structure;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing, 2005 IEEE International Conference on
  • Print_ISBN
    0-7803-9017-2
  • Type

    conf

  • DOI
    10.1109/GRC.2005.1547255
  • Filename
    1547255