期刊文献+

CSE算法:利用对频繁序列扩展来进行序列模式挖掘

CSE algorithm:a sequential pattern mining method by extending frequent sequences
下载PDF
导出
摘要 序列模式挖掘是在多个有序事件序列中查找出现频率大于某个阈值的序列模式的数据挖掘方法 ,自从1995年序列模式挖掘的概念被提出以来 ,人们不断地对序列模式挖掘算法进行研究和改进 .本文介绍了一种新的序列模式挖掘方法—CSE算法及其具体实现方法 ,并对该算法性能做了初步的评价 . The sequential pattern mining is a method that discovers all frequent sequential patterns from a sequence database.It was first introduced in 1995.Many studies and improvement methods have contributed to sequential pattern mining to make it more efficient.Here we will give a new method called CSE algorithm.The paper not only introduce how to realize the algorithm but also give its performance evaluation.
出处 《天津理工学院学报》 2003年第1期84-87,98,共5页 Journal of Tianjin Institute of Technology
关键词 数据挖掘 序列模式挖掘 CSE算法 datamining sequential pattern mining CSE algorithm
  • 相关文献

参考文献5

  • 1[1]Agrawal R,Sriaknt R.Mining Sequential Patters.In Proc[A]. of the 11th Int′l Conference on Data Engineering[C].Taipei:Taiwan,1995.
  • 2[2]Han J,Pei J,Mortazavi-Asl B,et al. Freespan:Frequentpattern-projected sequential pattern mining[A]. In Proc.2000 Int. Conf. Knowledge Discovery and Data Mining (KDD′00)[C]. Boston:MA,2000.
  • 3[3]Pei J, Han J, Mortazavi-Asl B, et al. PrefixSpan: Mining Sequential Patterns Efficiently by PrefixProjected Pattern Growth[A]. In. Proc. 2001 Int. Conf. Data Engineering (ICDE′01)[C]. Heidelberg: Germany, April 2001.
  • 4[4]Srikant R,Agrawal R.Mining Sequential Patterns:Generalizations and Performance Improvements[A].In Fifth Int′l Conference on Extending Database Technology(EDBT 96)[C].France;Avignon,1996.
  • 5[5]Srikant R, Agrawal R. Mining Sequential Patterns: Generalizations and Performance Improvements[A].Research Report RJ 9994,IBM Almaden Research Center[C]. California:San Jose,1995.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部