• DocumentCode
    443949
  • Title

    Some concepts and methods of information granule diffusion

  • Author

    Huang, Chongfu ; Xue, Ye

  • Author_Institution
    Inst. of Disaster & Public Security, Beijing Normal Univ., China
  • Volume
    1
  • fYear
    2005
  • fDate
    25-27 July 2005
  • Firstpage
    28
  • Abstract
    When a set of information granules is incomplete to represent an object A, it seems that we could employ the information diffusion techniques to change the granules into fuzzy granulations for filling the gaps with respect to a scarcity. In this paper, we suggest the concept of information granule diffusion, and give the 1-dimension linear diffusion model and normal diffusion model. We give two examples in engineering to show that the methods of information granule diffusion would play a pivotal role in the processing of incomplete, uncertain, vague information.
  • Keywords
    fuzzy set theory; inference mechanisms; information theory; 1-dimension linear diffusion model; fuzzy granulation; information granule diffusion; normal diffusion model; Educational institutions; Entropy; Estimation theory; Filling; Fuzzy set theory; Fuzzy sets; Information security; Information theory; Set theory; Statistics;
  • 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.2005.1547230
  • Filename
    1547230