NEclatClosed: A vertical algorithm for mining frequent closed itemsets

作者：

Highlights：

• NEclatClosed is a fast algorithm for mining frequent closed itemsets.

• Some concepts and thermos based on vertical database format is represented.

• NEclatClosed employs these concepts and thermos in the mining process.

• NEclatClosed is adopted from the Eclat algorithm.

摘要

•NEclatClosed is a fast algorithm for mining frequent closed itemsets.•Some concepts and thermos based on vertical database format is represented.•NEclatClosed employs these concepts and thermos in the mining process.•NEclatClosed is adopted from the Eclat algorithm.

论文关键词：Data mining,Frequent itemset,Closed itemset,Vertical,Association rule

论文评审过程：Received 3 October 2020, Revised 15 January 2021, Accepted 13 February 2021, Available online 24 February 2021, Version of Record 17 March 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114738