DocumentCode :
1944964
Title :
A new method for calculation of the approximations under the probabilistic rough sets
Author :
Zhang, Junbo ; Li, Tianrui ; Wang, Lei
Author_Institution :
Sch. of Inf. Sci. & Technol., Southwest Jiaotong Univ., Chengdu, China
fYear :
2010
fDate :
15-16 Nov. 2010
Firstpage :
73
Lastpage :
76
Abstract :
The rough set theory (RST) can deal with the approximations of an arbitrary subset of a universe by two definable subsets called, respectively, the lower and the upper approximations. Probabilistic rough sets (PRS) model is an extension of RST. In this paper, we propose a new matrix view of PRS and give the matrix representation of the lower and upper approximations of PRS. According to this matrix view, a new method is obtained for calculation of the lower and upper approximations under PRS. An example is given to illustrate processes of calculating the approximations of a concept based on the matrix point of view.
Keywords :
approximation theory; matrix algebra; probability; rough set theory; approximation; matrix representation; probabilistic rough set; rough set theory; Approximation methods; Cognition; Information science; Information systems; Probabilistic logic; Rough sets; Approximations; Matrix; Probabilistic Rough Sets; Rough Sets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Knowledge Engineering (ISKE), 2010 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-6791-4
Type :
conf
DOI :
10.1109/ISKE.2010.5680797
Filename :
5680797
Link To Document :
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