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
Link To Document :
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