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文章基本信息

  • 标题:An Efficient Approach to Colossal Pattern Mining
  • 作者:Madhavi Dabbiru ; Mogalla Shashi
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2010
  • 卷号:10
  • 期号:1
  • 页码:304-312
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:Association rule mining is a popular and well researched data mining functionality to discover interesting relationships among variables in large databases. Most of the frequent pattern mining algorithms based on the popular Apriori property traverse iteratively the itemset lattice in a level wise manner. Therefore, they encounter challenges at mining rather large patterns called colossal patterns. This paper proposes a strategy which avoids exhaustive level-wise pattern tree traversal and quickly mines colossal patterns.
  • 关键词:Association rule mining; frequent patterns; colossal pattern mining
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