Paper Title:
A Study on Improved Eclat Data Mining Algorithm
  Abstract

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)
Chapter
Chapter 3: Mechatronics and Automation
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, X. F. Liu, X. Cao, "A Study on Improved Eclat Data Mining Algorithm", Advanced Materials Research, Vols. 328-330, pp. 1896-1899, 2011
Online since
September 2011
Export
Price
$32.00
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