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对数据挖掘中关联规则算法的比较研究 被引量:2

Comparative Research on Association Rules Algorithm in Data Mining
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摘要 本文介绍了关联规则的概念,关联规则挖掘的方法;分析了Apriori算法的核心方法,以及基于Apriori算法的改进方法,提出关联规则的价值衡量方法和关联规则挖掘今后进一步的研究方向。 This paper introduces the conception of association rules and the method of association rules in Data Mining;then, it analyzes the nuclear method of the Apriori algorithm and its some improvement. It provides the association rules value measuring methods and the further research direction of association rules in the future.
出处 《皖西学院学报》 2006年第5期27-30,共4页 Journal of West Anhui University
关键词 数据挖掘 关联规则 APRIORI算法 Data Mining association rules Apriori algorithm
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  • 1翁怀荣,张洪伟,钟响,陈维静.基于改进蚁群算法的聚类分析及其在HRM中的应用[J].计算机应用,2005,25(8):1908-1912. 被引量:6
  • 2刘以安,羊斌.关联规则挖掘中对Apriori算法的一种改进研究[J].计算机应用,2007,27(2):418-420. 被引量:53
  • 3Lin Chengru,Liu Kenhao,Chen Ming-syan.Dual clustering :integrating data clustering over optimization and constraintdomains[J].IEEE Transactions on Knowledge and Data Engi-neering ,2005 : 628-637.
  • 4Zhang Xueping, Wang Jiayao, Wu Fang,et al.A novel spatialclustering with obstacles constraints based on genetic algo-rithms and -medoids[C]//Proceedings of the 6th Interna-tional Conference on Intelligent Systems Design and Appli-cations( ISDA,06). Jinan: [s.n.] ,2006,1:605-610.
  • 5Huang Ming,Bian Fuling.A grid and density based fast spa-tial clustering algorithm[C]//2009 International Conference onArtificial Intelligence and Computational Intelligence. Shang-hai: [s.n.] , 2009,4:260-263.
  • 6Hu Caiping, Qin Xiaolin.A novel spatial cluster algorithmwith sampling[C]//MDAI,07.Heidelberg,Berlin : Springer-Verlag,2007:216-225.
  • 7李芸,李青山.数据挖掘中关联规则挖掘方法的研究及应用[D].西安:西安电子科技大学,2007.
  • 8Xiang Laisheng, Guo Yajun, Lan Tian.Topological cluster: ageneralized view for density-based spatial clustering[C]//In-temational Conference on Management Science & Engineer-ing.Harbin, China : IEEE Service Center, 2007 : 422-428.
  • 9Lin Chengru, Liu Kenhao, Chen Ming-syan. Dual Clustering : Integrating Data Clustering over Optimization and Constraint Domains[J]. IEEE Transactions on Knowledge and Data En- gineering,2005,17 ( 5 ) :628-637.
  • 10Zhang Xueping, Wang Jiayao, Wu Fang. A Novel Spatial Clus- tering with Obstacles Constraints Based on Genetic Algorithms and K-Medoids [ J]. International Journal of Computer Sci- ence and Network Security,2006,6(10) :605-610.

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