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A New Method to Mine Frequent Item Sets using Frequent Itemset Tree

Author(s):

Prof. Jigar N. Patel , Alpha College of Engg. & Technology, Khatraj, Kalol; Mr. Hardik S. Patel, Alpha College of Engg. & Technology, Khatraj, Kalol

Keywords:

Itemsets, Mine, Tree, SaM.

Abstract

The analysis of observational data sets to find unsuspected relationships and to summarize the data in novel ways that are both understandable and useful to the data owner. To find the association rules among the transactional dataset is the main problem of frequent itemset mining. Many techniques have been developed to increase the efficiency of mining frequent itemsets. In this paper, we denote a new method for generating frequent itemsets using frequent itemset tree (FI-tree). Also we describe the example of new method and its result analysis using wine dataset. Our method execution time is better compare to SaM method.

Other Details

Paper ID: IJSRDV1I4016
Published in: Volume : 1, Issue : 4
Publication Date: 01/07/2013
Page(s): 870-872

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