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《Modern Electronics Technique》 2007-03
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An Improved Fast Algorithm for Mining Association Rules Based on Relationship Matrix

WANG An~(1,2),QIU Decheng~(1,3),AN Yunfeng~(1,4),WANG Jiwei~1(1.School of Info.Science & Engi.,Lanzhou Univ.,Lanzhou,730000,China;2.Weinan Station,Xi′an Satellate Control Center,Weinan,714011,China;3.Hexi College,Zhangye,734000,China;4.Xi′an Communication Institute,Xi′an,710106,China)  
After introduction of the problem of mining association rules,an efficient algorithm SLIG(Single-level-large Itemsets Generation) based on relation theory and "AND"operation on recognizable vectors is analyzed.Finally,we propose SLIG~*,which reduced the number of the candidate frequent k-itemsets by recording the number of the binary relations in the matrix.Empirical evaluation and experiments show that SLIG~* is more efficient than SLIG.
【CateGory Index】: TP311.13
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1 MENG Xiangping1,QIAN Jin2,LIU Dayou3 (1. Department of Electric Engineering, Changchun Institute of Technology,Changchun 130012; 2. Department of Information Engineering, Northeast China Institute of Electric Power Engineering; 3. Institute of Computer Science and Technology, Jilin University);Array-based Association Rule Mining Algorithm[J];Computer Engineering;2003-15
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