DocumentCode
3432746
Title
A fast algorithm for classification based on association rules
Author
Nguyen, Loan T.T. ; Vo, Bay ; Hong, Tzung-Pei ; Thanh, Hoang Chi
Author_Institution
Faculty of Information Technology, VOV Broadcasting College II, Ho Chi Minh, Viet Nam
fYear
2012
fDate
11-13 Aug. 2012
Firstpage
365
Lastpage
369
Abstract
In this paper, we propose a new method for mining class-association rules using a tree structure. Firstly, we design a tree structure for storing frequent itemsets of datasets. Some theorems for pruning nodes and computing information in the tree are then developed. We then propose an efficient algorithm for mining CARs based on them. Experimental results show that our approach is more efficient than those used previously.
Keywords
Breast; Uninterruptible power systems; Vehicles; accuracy; class-association rules; classification; data mining; tree structure;
fLanguage
English
Publisher
ieee
Conference_Titel
Granular Computing (GrC), 2012 IEEE International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4673-2310-9
Type
conf
DOI
10.1109/GrC.2012.6468693
Filename
6468693
Link To Document