A Study on Improved Eclat Data Mining Algorithm

Abstract:

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An introduction on the algorithm Apriori and FP-growth is given. And their advantages and disadvantages are pointed out. The rule of mining transaction databases has two common formats, horizontal layout and vertical layout. Normally, algorithm using vertical database layout is often superior to those using horizontal layout. A new Eclat algorithm was brought out, which is an improvement of Eclat and show good performance with a lot of datasets.

Info:

Periodical:

Advanced Materials Research (Volumes 328-330)

Edited by:

Liangchi Zhang, Chunliang Zhang and Zichen Chen

Pages:

1896-1899

DOI:

10.4028/www.scientific.net/AMR.328-330.1896

Citation:

Z. F. Li et al., "A Study on Improved Eclat Data Mining Algorithm", Advanced Materials Research, Vols. 328-330, pp. 1896-1899, 2011

Online since:

September 2011

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Price:

$35.00

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