Research on the Improved Apriori Based on Rough Set Method

Abstract:

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The paper adopts the knowledge reduction method in Rough Set theory to adjust Apriori Algorithm and proposes “Itemset Reduction Method”to reduce the amount of the candidate sets and improve the effeciency of the algorithm. In the experiments of the research, the results of both the improved algorithm and Apriori Algorithm are compared, and ideal results are gained.

Info:

Periodical:

Key Engineering Materials (Volumes 467-469)

Edited by:

Dehuai Zeng

Pages:

306-311

DOI:

10.4028/www.scientific.net/KEM.467-469.306

Citation:

X. W. Luo "Research on the Improved Apriori Based on Rough Set Method", Key Engineering Materials, Vols. 467-469, pp. 306-311, 2011

Online since:

February 2011

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Price:

$35.00

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