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Fast mining frequent itemsets using Nodesets.

Authors :
Deng, Zhi-Hong
Lv, Sheng-Long
Source :
Expert Systems with Applications. Aug2014, Vol. 41 Issue 10, p4505-4512. 8p.
Publication Year :
2014

Abstract

Highlights: [•] In this paper, we propose a novel data structure for frequent itemset mining. [•] Based on Nodeset, we present an efficient mining algorithm named FIN. [•] Experiment results show that FIN outperforms state-of-the-art algorithms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09574174
Volume :
41
Issue :
10
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
95500379
Full Text :
https://doi.org/10.1016/j.eswa.2014.01.025