Mining periodic trends via closed high utility patterns

Yanlin Qi, Xiaojie Zhang, Guoting Chen, Wensheng Gan

Abstract: Highlights•Periodicity and recency are introduced within closed high utility pattern mining.•New data structures are designed to store the utility, period, and recency information.•Novel pruning strategies are proposed to avoid unnecessary list joint operation.•The proposed algorithm gets significant results on several datasets.