DocumentCode
2090747
Title
The data reduction method of consistent decision tables based on rough set
Author
Deng, Shao bo ; Li, Min ; Guan, SuJie
Author_Institution
Information Engineering, NanChang Institute of Technology, China, 330099
fYear
2010
fDate
4-6 Dec. 2010
Firstpage
5485
Lastpage
5488
Abstract
This paper proposes a new reduction, that is, considers the relation of attribute reduction and attribute value reduction. When making reduction, both the attribute reduction and the attribute value reduction can be done simultaneously in the process of reduction in a decision table. In comparison with the traditional methods, the complicated comparison process in the reduction of the attribute value can be omitted. the number of the comparison times can be decreased and the reduction efficiency can be raised after using the new methods in this paper, at the same time, this paper gives some proofs.
Keywords
Algorithm design and analysis; Bioinformatics; Computers; Inference algorithms; Information systems; Relational databases; Rough sets; Attribute reduction; Decision table; Knowledge reduction; Rough sets;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4244-7616-9
Type
conf
DOI
10.1109/ICISE.2010.5688905
Filename
5688905
Link To Document