Friday 19 August 2011

Accelerating Closed Frequent Itemset Mining by Elimination of Null Transactions

Author Binesh Nair, Amiya Kumar Tripathy
ISSN 2079-8407
On Pages 317-324
Volume No. 2
Issue No. 7
Issue Date July 01, 2011
Publishing Date July 01, 2011
Keywords Data Mining, Frequent Pattern Growth (FP) tree, Frequent Itemsets, Closed Itemsets, Frequent Patterns

Abstract
The mining of frequent itemsets is often challenged by the length of the patterns mined and also by the number of transactions considered for the mining process. Another acute challenge that concerns the performance of any association rule mining algorithm is the presence of „null? transactions. This work proposes a closed frequent itemset...
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