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Feed Forward Neural Network Algorithm for Frequent Patterns Mining

Author(s): Amit Bhagat | Sanjay Sharma | Dr. K.R.Pardasani

Journal: International Journal of Computer Science and Information Security
ISSN 1947-5500

Volume: 8;
Issue: 8;
Start page: 201;
Date: 2010;
Original page

Keywords: Association rule mining | dataset scan | frequent itemsets | Neural Network

Association rule mining is used to find relationships among items in large data sets. Frequent patterns mining is an important aspect in association rule mining. In this paper, an efficient algorithm named Apriori-Feed Forward(AFF) based on Apriori algorithm and the Feed Forward Neural Network is presented to mine frequent patterns. Apriori algorithm scans database many times to generate frequent itemsets whereas Apriori-Feed Forward(AFF) algorithm scans database Only Once. Computational results show the Apriori-Feed Forward(AFF) algorithm performs much faster than Apriori algorithm.
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