DocumentCode
2794850
Title
An Ant Colony System-based Optimization Scheme of Data Mining
Author
Zhu, Xingliang ; Li, Jianzhang
Author_Institution
Sch. of Manage., Chongqing Jiaotong Univ.
Volume
1
fYear
2006
fDate
16-18 Oct. 2006
Firstpage
400
Lastpage
403
Abstract
An optimization scheme based on ant colony system (OAAC) for data mining is proposed. What´s important, our proposed optimization scheme can enable the users to obtain a perfect decision support in real case. That´s because our proposed optimization scheme not only can quickly generate association rules, but also can make sure of the reliability of mining results, which users wonder. And finally, to demonstrate the effectiveness of the proposed method, the experiment results are illustrated
Keywords
data mining; optimisation; ant colony system-based optimization; association rules; data mining; Ant colony optimization; Association rules; Cleaning; Credit cards; Data analysis; Data mining; Information analysis; Power system reliability; Spatial databases; Transaction databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location
Jinan
Print_ISBN
0-7695-2528-8
Type
conf
DOI
10.1109/ISDA.2006.89
Filename
4021472
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