Mining Method Research With Association Rule Based on Improved Genetic Algorithm

被引:0
|
作者
Wei, Xianmin [1 ]
机构
[1] Weifang Univ, Comp & Commun Engn Sch, Weifang, Peoples R China
关键词
data mining; association rules; genetic algorithm;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
While outlining data mining with association rules and genetic algorithms, this paper proposed an association rules extraction algorithm based on modified genetic algorithm, and from struction of encoding method, fitness function and from design of genetic operators to discuss and analyze this algorithm. Finally, a simple application of data examples illustrates the effectiveness of this method.
引用
收藏
页码:2456 / 2459
页数:4
相关论文
共 50 条
  • [21] Based On The Possibility Of An Association Rule Mining Algorithm
    Xu, Zhi-Wei
    Zhang, Xue-Feng
    Zhang, Hai-Wang
    WKDD: 2009 SECOND INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2009, : 187 - +
  • [22] Association rule mining algorithm based on SQL
    Yan, Jia
    Xue, Chongsheng
    Yan, Xuesong
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 473 - 475
  • [23] Association Rule Mining Based on Bat Algorithm
    Heraguemi, Kamel Eddine
    Kamel, Nadjet
    Drias, Habiba
    JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2015, 12 (07) : 1195 - 1200
  • [24] Research on Data Mining Framework Based on Improved Sequential Association Rule Discovery
    Tan, Qing
    PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MECHATRONICS, COMPUTER AND EDUCATION INFORMATIONIZATION (MCEI 2016), 2016, 130 : 324 - 328
  • [25] Optimization of association rule mining using improved genetic algorithms
    Saggar, M
    Agrawal, AK
    Lad, A
    2004 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOLS 1-7, 2004, : 3725 - 3729
  • [26] Book recommendation service by improved association rule mining algorithm
    Zhu, Zhen
    Wang, Jing-Yan
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 3864 - 3869
  • [27] IMPROVED ASSOCIATION RULE MINING ALGORITHM FOR NETWORK ALARM ANALYSIS
    Zhao, Xinghua
    Li, Jie
    Wang, Yunfeng
    2009 GLOBAL MOBILE CONGRESS, 2009, : 323 - 328
  • [28] An Improved Apriori Algorithm for Association Rule Mining in Employability Analysis
    Peng, Fang
    Sun, Yuhui
    Chen, Zigen
    Gao, Jing
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2023, 30 (05): : 1435 - 1442
  • [29] Mining Frequent Itemsets in Association Rule Mining Using Improved SETM Algorithm
    Hanirex, D. Kerana
    Kaliyamurthie, K. P.
    ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2015, 2016, 394 : 765 - 773
  • [30] Technique for optimization of association rule mining by utilizing genetic algorithm
    Patel D.H.
    Shah S.
    Vasant A.
    Recent Advances in Computer Science and Communications, 2021, 14 (05): : 1582 - 1591