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
Link To Document