DocumentCode
441800
Title
Research on the nature of reduction to simplifying reduction algorithm
Author
Jiang, Wei-Jin ; Xu, Yu-Hui ; Xu, Yu-Sheng
Author_Institution
Dept. of Comput., Zhuzhou Inst. of Technol., China
Volume
3
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
1800
Abstract
Attribute reduction is often used in simplifying decision table in rough set, but as far as a specific rule is concerned attribute value reduction. In this paper, through analyzing the nature of reduction, we have obtained a simplified algorithm. Moreover, we can verify the validity by some tests.
Keywords
data mining; decision tables; rough set theory; attribute reduction; attribute value reduction; decision table; rough set; simplifying reduction algorithm; Algorithm design and analysis; Cybernetics; Data analysis; Educational institutions; Knowledge based systems; Knowledge representation; Machine learning; Mechanical engineering; Testing; attribute; decision table; reduction; rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527237
Filename
1527237
Link To Document