Shapelet selection for time series classification

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Cun Ji, Yanxuan Wei, Xiang-wei Zheng

Published: 01 Jan 2024, Last Modified: 04 Mar 2025Appl. Soft Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A novel shapelet selection method is proposed to discover diverse shapelet.•A position-based filter prevents the selection of similar sequences repeatedly.•The proposed method demonstrates its effectiveness on the UCR TSC archive.