A Genetic Network Programming Based Method to Mine Generalized Association Rules with Ontology
2008 ◽
Vol 12
(1)
◽
pp. 63-76
◽
Keyword(s):
Speed Up
◽
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.
2006 ◽
Vol 10
(6)
◽
pp. 954-963
◽
2008 ◽
Vol 12
(4)
◽
pp. 393-403
◽
2010 ◽
Vol 5
(3)
◽
pp. 343-354
◽
2005 ◽
Vol 9
(4)
◽
pp. 430-436
◽
2006 ◽
Vol 10
(4)
◽
pp. 555-566
◽