Fast mining frequent itemsets using Nodesets

作者：

Highlights：

• In this paper, we propose a novel data structure for frequent itemset mining.

• Based on Nodeset, we present an efficient mining algorithm named FIN.

• Experiment results show that FIN outperforms state-of-the-art algorithms.

摘要

•In this paper, we propose a novel data structure for frequent itemset mining.•Based on Nodeset, we present an efficient mining algorithm named FIN.•Experiment results show that FIN outperforms state-of-the-art algorithms.

论文关键词：Data mining,Frequent itemset mining,Nodesets,Algorithm,Performance

论文评审过程：Available online 10 February 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.01.025