DocumentCode
2215499
Title
Dynamic maintenance of approximations based on variable precision rough sets
Author
Hongmei Chen ; Tianrui Li
Author_Institution
Sch. of Inf. Sci. & Technol., Southwest Jiaotong Univ., Chengdu, China
Volume
1
fYear
2010
fDate
20-22 Aug. 2010
Abstract
In real applications, information systems may vary with time due to different reasons. Approximations of a concept under variable precision rough sets (VPRS) will change when an information system changes. Usually, incremental updating methods are an effective way to maintenance knowledge in a dynamic environment. Algorithms for incremental updating approximations are proposed in this paper when objects are added into or deleted from the universe. Finally, an experimental evaluation validates the efficiency of the proposed methods that can be used for dynamic maintenance of approximations under VPRS with regard to a concept.
Keywords
approximation theory; information systems; rough set theory; approximation dynamic maintenance; incremental updating approximation algorithm; information systems; knowledge maintenance; variable precision rough sets; Approximation methods; Computational modeling; World Wide Web; Aproximations; Granular computing; Incremental updating; Information system; Variable precision rough sets (VPRS);
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location
Chengdu
ISSN
2154-7491
Print_ISBN
978-1-4244-6539-2
Type
conf
DOI
10.1109/ICACTE.2010.5579017
Filename
5579017
Link To Document