Updating generalized association rules with evolving fuzzy taxonomies

2011 ◽  
Vol 16 (7) ◽  
pp. 1109-1118 ◽  
Author(s):  
Wen-Yang Lin ◽  
Ja-Hwung Su ◽  
Ming-Cheng Tseng
Keyword(s):  
Association Rules ◽  
Generalized Association Rules

scholarly journals Efficient Method for Mining Multiple-Level and Generalized Association Rules

2011 ◽  
Vol 22 (12) ◽  
pp. 2965-2980 ◽  
Author(s):  
Yu-Xing MAO ◽  
Tong-Bing CHEN ◽  
Bai-Le SHI
Keyword(s):  
Association Rules ◽  
Efficient Method ◽  
Multiple Level ◽  
Generalized Association Rules

A Genetic Network Programming Based Method to Mine Generalized Association Rules with Ontology

2008 ◽  
Vol 12 (1) ◽  
pp. 63-76 ◽  
Author(s):  
Guangfei Yang ◽  
◽  
Kaoru Shimada ◽  
Shingo Mabu ◽  
Kotaro Hirasawa ◽  
...  
Keyword(s):  
Association Rules ◽  
Genetic Network ◽  
Dynamic Threshold ◽  
Computation Method ◽  
Network Programming ◽  
Rule Space ◽  
Generalized Association Rules ◽  
Speed Up ◽  
Genetic Network Programming ◽  
Threshold Approach

In this paper, we propose a Genetic Network Programming based method to mine equalized association rules in multi concept layers of ontology. We first introduce ontology to facilitate building the multi concept layers and propose Dynamic Threshold Approach (DTA) to equalize the different layers. We make use of an evolutionary computation method called Genetic Network Programming (GNP) to mine the rules and develop a new genetic operator to speed up searching the rule space.

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