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 :
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