DocumentCode
2244308
Title
On the fuzzy generalization of the Dempster-Shafer theory of evidence
Author
Tsang, E.C.C. ; Chen, De-Gang
Author_Institution
Fac. of Inf. Technol., Macau Univ. of Sci. & Technol., Macau, China
Volume
2
fYear
2010
fDate
11-14 July 2010
Firstpage
587
Lastpage
591
Abstract
In this paper we develop the fuzzy generalization of the Dempster-Shafer theory of evidence. Two pairs of fuzzy valued belief and plausibility functions are constructed by a fuzzy T-similarity relation. These functions take values in the fuzzy unit interval, a well known concept in fuzzy topology theory.
Keywords
belief networks; fuzzy set theory; inference mechanisms; Dempster-Shafer theory-of-evidence; fuzzy T-similarity relation; fuzzy generalization; fuzzy plausibility function; fuzzy topology theory; fuzzy unit interval; fuzzy valued belief; Cybernetics; Extraterrestrial measurements; Finite element methods; Fuzzy set theory; Fuzzy sets; Machine learning; Topology; Belief functions; Fuzzy unit interval; Plausibility functions; T-Fuzzy similarity relations;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-6526-2
Type
conf
DOI
10.1109/ICMLC.2010.5580542
Filename
5580542
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