DocumentCode
3433103
Title
Neighborhood system of parameterized binary relations
Author
Xu, Xinying ; Lin, Tsau Young
Author_Institution
The College of Information Engineering, Taiyuan University of Technology, China 030024
fYear
2012
fDate
11-13 Aug. 2012
Firstpage
573
Lastpage
578
Abstract
This paper shows that a variable precision rough sets(VPRS) and a singleton based parameterized binary relation based rough sets (BRS) can be expressed by a neighborhood system. In particular, the lower and upper approximations with the threshold β or α can be rewritten as the interior and closure of a neighborhood system. Moreover, the interior and closure of such NS are definable sets of a partition, which is induced by the NS. This partition is called derived partition and its equivalence classes are called center sets. Hence the knowledge represented by them is called central knowledge. So the lower and upper approximations with the threshold β or α can have AI-interpretation, namely, can be interpreted by central knowledge, but not by elementary knowledge of BRS.
Keywords
binary neighborhood system; central knowledge; derived partition; parameterized approximation; rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Granular Computing (GrC), 2012 IEEE International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4673-2310-9
Type
conf
DOI
10.1109/GrC.2012.6468713
Filename
6468713
Link To Document