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Rough‐set belief rule model using multinomial subjective logic.

Authors :
Jia, Limin
Ding, Wangning
Jiao, Hongqiang
Source :
IET Science, Measurement & Technology (Wiley-Blackwell). May2015, Vol. 9 Issue 3, p362-366. 5p.
Publication Year :
2015

Abstract

In accordance with the uncertainty of decision rules extraction process in boundary region of the rough set, this study proposes a rough‐set belief rule model using multinomial subjective logic. The model builds the belief rule expectation for classification and recognition. It not only considered the effects of single condition attributes on decision, but also the multi‐attributes. Finally, the example analysis and comparison with the R0.5(X) model indicates the validity and advantage of this model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
17518822
Volume :
9
Issue :
3
Database :
Academic Search Index
Journal :
IET Science, Measurement & Technology (Wiley-Blackwell)
Publication Type :
Academic Journal
Accession number :
148066721
Full Text :
https://doi.org/10.1049/iet-smt.2014.0015