M. Jamali and F. Taghiyareh
Generating Frequent Patterns through Intersection between Transactions
1094 - 1096
2007
1
4
International Journal of Electrical and Computer Engineering
https://publications.waset.org/pdf/11721
https://publications.waset.org/vol/4
World Academy of Science, Engineering and Technology
The problem of frequent itemset mining is considered in this paper. One new technique proposed to generate frequent patterns in large databases without timeconsuming candidate generation. This technique is based on focusing on transaction instead of concentrating on itemset. This algorithm based on take intersection between one transaction and others transaction and the maximum shared items between transactions computed instead of creating itemset and computing their frequency. With applying real life transactions and some consumption is taken from real life data, the significant efficiency acquire from databases in generation association rules mining.
Open Science Index 4, 2007