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常项集产生的算法及兴趣度量 被引量:1

Algorithm of Produce Frequent Itemsets and Interest Measure
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摘要 本文引入在关系数据库中包含定量和范围属性关联规则的挖掘问题 ,这种技术的一个直接应用可以生成许多类似的规则。给出为挖掘定量关联规则所需的兴趣度量及常项集产生的算法。 In this paper,by introducing the problem of mining association rules in relational tables containing both quantitative and categorical attributes,a direct application of this technique can generate many similar rules.Interest measure and algorithm of produce frequent itemsets are given for mining quantitative association rules.
作者 聂永红
出处 《广西师院学报(自然科学版)》 2001年第4期65-68,共4页 Journal of Guangxi Teachers College(Natural Science Edition)
关键词 关系数据库 属性关联规则 定量关联规则 数据挖掘 兴趣度量 常项集 data base quantiative association rules mining interest measure frequent itemsets algorithm
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参考文献6

  • 1Piatetsky-Shapiro G. Discovery, analysis, and presentation of strong rules[ A]. Pistesky-Shapiro G, Frawley W J.Knowlege Discovery in Database[ C]. Menlo Park: Press, 1991. 229 - 248.
  • 2Han J. Data-driven Discovery of Quantitative Rules in Relational Databases[J]. IEEE Trans Knowledge and Data Engineering, 1993,55:29 - 40.
  • 3CHEN Ming- yan,HAN Jiawei, Yu P. Data mining:An overview from a database perspective[J]. IEEE trans on Knowledge and Data Engineering, 1996,8(6) :867- 881.
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  • 6聂永红.定量关联规则的挖掘[J].广西大学学报(自然科学版),2000,25(4):316-319. 被引量:2

二级参考文献4

  • 1[1] PiatetskyShapiro G.Discovery,analysis,and presentation of strong rules [A].In:PistetskyShapiro G,Frawley W J.Knowlege Discovery in Database [C].Menlo Park:Press,1991.229-248.
  • 2[2] Han J.Datadriven Discovery of Quantitative Rules in Relational Data bases [J].IEEE Trans Knowledge and Data Engineering,1993,55:29-40.
  • 3[3] Chen Mingyan,Han Jiawei,Yu P S.Data mining:An overview from a database perspective.IEEE Trans on Knowledge and Data Engineering,1996,8(6):867-881.
  • 4[4] Cai Yangdong,Han Jiawei.Attribute oriented induction in large database [M].Menlo Park:AAAI/MIT Press.1996.213-228.

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