Mining fuzzy local periodic activity pattern for Smart home applications

Mohammad Iqbal, Adila Sekarrati Dwi Prayitno, Hsing-Kuo Pao, Imam Mukhlash

Abstract: Highlights•Defining fuzzy local activity pattern based on proportional duration to deal with continuous time intervals.•Proposing an algorithm for mining fuzzy local periodic activity patterns given a smart home dataset.•Presenting a novel k-scale period parameter for reconstructing activity sequence set in representative form.