Mining incrementally closed item sets with constructive pattern set

作者：

Highlights：

• An intermediate structure called constructive set is proposed to produce closed sets.

• The function IncPatSet and DesPatSet are to update the constructive set.

• The results show significant advantages through experiments and comparisons.

摘要

•An intermediate structure called constructive set is proposed to produce closed sets.•The function IncPatSet and DesPatSet are to update the constructive set.•The results show significant advantages through experiments and comparisons.

论文关键词：Data mining,Incremental mining,Frequent closed item set,Constructive pattern set

论文评审过程：Received 4 August 2017, Revised 26 December 2017, Accepted 1 January 2018, Available online 31 January 2018, Version of Record 7 February 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.01.003