Genetic network programming with association rule acquisition mechanisms

Kaoru Shimada, Kotaro Hirasawa, Takayuki Furuzuki

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

A method of association rule mining using Genetic Network Programming with sophisticated rule acquisition mechanisms is proposed to improve the performance of rule extraction. The system evolves itself by an evolutionary method and measures the significance of the association via the chi-squared test. Extracted rules are stored in a pool through generations and reflected in genetic operators as acquired information.

Original languageEnglish
Title of host publicationProceedings of the SICE Annual Conference
Pages13-19
Number of pages7
Publication statusPublished - 2005
EventSICE Annual Conference 2005 - Okayama
Duration: 2005 Aug 82005 Aug 10

Other

OtherSICE Annual Conference 2005
CityOkayama
Period05/8/805/8/10

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Association rules

Keywords

  • Association Rules
  • Data Mining
  • Evolutionary Computation
  • Genetic Network Programming

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Shimada, K., Hirasawa, K., & Furuzuki, T. (2005). Genetic network programming with association rule acquisition mechanisms. In Proceedings of the SICE Annual Conference (pp. 13-19)

Genetic network programming with association rule acquisition mechanisms. / Shimada, Kaoru; Hirasawa, Kotaro; Furuzuki, Takayuki.

Proceedings of the SICE Annual Conference. 2005. p. 13-19.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shimada, K, Hirasawa, K & Furuzuki, T 2005, Genetic network programming with association rule acquisition mechanisms. in Proceedings of the SICE Annual Conference. pp. 13-19, SICE Annual Conference 2005, Okayama, 05/8/8.
Shimada K, Hirasawa K, Furuzuki T. Genetic network programming with association rule acquisition mechanisms. In Proceedings of the SICE Annual Conference. 2005. p. 13-19
Shimada, Kaoru ; Hirasawa, Kotaro ; Furuzuki, Takayuki. / Genetic network programming with association rule acquisition mechanisms. Proceedings of the SICE Annual Conference. 2005. pp. 13-19
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