HMiner: Efficiently mining high utility itemsets

作者:

Highlights:

• Presents an efficient high utility pattern mining method.

• Introduces a novel compact utility list and virtual hyperlink data structure.

• The proposed method significantly outperforms the state-of-the-art methods.

摘要

•Presents an efficient high utility pattern mining method.•Introduces a novel compact utility list and virtual hyperlink data structure.•The proposed method significantly outperforms the state-of-the-art methods.

论文关键词:High utility mining,Frequent itemset mining,Data mining

论文评审过程:Received 23 May 2017, Revised 12 August 2017, Accepted 13 August 2017, Available online 14 August 2017, Version of Record 18 August 2017.

论文官网地址:https://doi.org/10.1016/j.eswa.2017.08.028