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基于概念格的序列模式挖掘 被引量:6

CL-based Mining Sequential Patterns
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摘要 研究了基于概念格(Concept LatticeCL)的序列模式挖掘方法,并给出了相应算法。与经典的算法比较,减少了对交易数据库的扫描次数,提高了挖掘效率。 This paper researches the method of mining sequential patterns based on CL,and presents the corresponding algorithm. Comparing with classical algorithms, the method reduces the number of scanning transaction database and improves the mining efficiency.
出处 《计算机工程》 CAS CSCD 北大核心 2003年第20期60-62,79,共4页 Computer Engineering
基金 安徽省教育厅自然科学重点科研项目(2000jll68zd)
关键词 数据挖掘 序列模式 概念格 外延约简 交易数据库 Data mining Sequential patterns Concept lattice Extension reduction
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参考文献5

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同被引文献44

  • 1李云,刘宗田,陈崚,徐晓华,程伟.多概念格的横向合并算法[J].电子学报,2004,32(11):1849-1854. 被引量:50
  • 2Jia-WeiHan,JianPei,Xi-FengYan.From Sequential Pattern Mining to Structured Pattern Mining: A Pattern-Growth Approach[J].Journal of Computer Science & Technology,2004,19(3):257-279. 被引量:18
  • 3齐红,刘大有,胡成全,卢明,赵亮.基于搜索空间划分的并行概念生成算法[J].计算机科学,2005,32(4):55-58. 被引量:6
  • 4宋世杰,胡华平,周嘉伟,金士尧.一种基于大项集重用的序列模式挖掘算法[J].计算机研究与发展,2006,43(1):68-74. 被引量:10
  • 5甘特尔R,威尔R.形式概念分析[M].北京:科学出版社,2007.
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  • 7Agrawal R, Sfikant R. Mining Sequential Patterns [ C ]. In : Proceedings of the 11th International Conference on Data Engineering, Taipei. 1995:3 - 14.
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  • 9Masseglia F, Cathala F, Poncelet P. The PSP Approach for Mining Sequential Patterns [ C ]. In: Proceedings of the 2nd European Symposium on Principles of Data Mining and Knowledge Discovery. London : Springer - Verlag, 1998 : 176 - 184.
  • 10Zaki M J. SPADE: An Efficient Algorithm for Mining Frequent Sequences[J]. Machine Learning, 2001,42 (1 -2) :31 -60.

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