Volume 4 Number 6 (Dec. 2012)
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IJCEE 2012 Vol.4(6): 970-972 ISSN: 1793-8163 DOI: 10.7763/IJCEE.2012.V4.648

Hash-Close: A Hash-Based Algorithm for Mining Frequent Closed Itemsets

M. Shekofteh
Abstract—Frequent closed itemset tend to be a condensed representation method for frequent itemsets which have smaller set but carry the power similar to the frequent itemsets, and remove redundant rules. This study employs hashing technique to improve one of the most basic algorithms used in this area. The results of the implementation of the new algorithm shows that it is more efficient as far as execution time is concerned.

Index Terms—Association rule mining, frequent closed Itemsets.

M. Shekofteh is with the Department of computer engineering, Sarvestan Branch, Islamic Azad University, Sarvestan, Iran (e-mail: Shekofteh-m@iau.sarv.ac.ir).

Cite: M. Shekofteh , "Hash-Close: A Hash-Based Algorithm for Mining Frequent Closed Itemsets,"International Journal of Computer and Electrical Engineering vol. 4, no. 6, pp. 970-972, 2012.

General Information

ISSN: 1793-8163
Frequency: Semiyearly
Editor-in-Chief: Prof. Yucong Duan
Abstracting/ Indexing: EI (INSPEC, IET), Ulrich's Periodicals Directory, Google Scholar, EBSCO, Engineering & Technology Digital Library, ProQuest, and Electronic Journals Library
E-mail: ijcee@iap.org

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