Paper Title:
The Study of Weighted Association Rules and Using in the Maintenance of Engine CBR Design System
  Abstract

In this paper, we propose a new technique of case-base maintenance. The weighted association-based case reduction technique (WACRT) can reduce the size of the case-base in order to enhance the efficiency while maintaining or even improving the accuracy of the CBR. The weighted association rules do not use the property “all subsets of a frequent item set are frequent”. It is pruned by the “k-support bound”. The experiments on the engine design system have shown superior generalization accuracy for CBR with WACRT as well as a greater solving efficiency.

  Info
Periodical
Advanced Materials Research (Volumes 108-111)
Edited by
Yanwen Wu
Pages
598-602
DOI
10.4028/www.scientific.net/AMR.108-111.598
Citation
W. Yan, X. Q. Li, X. G. Tan, D. H. Tong, Q. Gao, "The Study of Weighted Association Rules and Using in the Maintenance of Engine CBR Design System", Advanced Materials Research, Vols. 108-111, pp. 598-602, 2010
Online since
May 2010
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Price
$32.00
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