DocumentCode
441966
Title
An immune solution for attributes reduction in decision table
Author
Man, Jiang-Hong ; Shao, Gui-Hua
Author_Institution
Sch. of Manage., Shandong Univ., Jinan, China
Volume
5
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
3135
Abstract
In this paper, a series of definitions for expand matrix are presented, so as to transform the attributes reduction problem of the decision table into a programming problem. At the same time an immune algorithm based on distance is proposed to solve the problem. The simulation results indicate that the immune algorithm could solve the attributes reduction problem efficiently, especially in saving compute time.
Keywords
decision tables; matrix algebra; optimisation; programming; rough set theory; attribute reduction; decision table; expand matrix; immune algorithm; immune solution; programming problem; Computational modeling; Cybernetics; Electronic mail; Genetic algorithms; Information systems; Machine learning; Machine learning algorithms; Partitioning algorithms; Set theory; Attributes reduction; Decision Table; Immune algorithms; Programming;
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.2005.1527481
Filename
1527481
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