A Shapelet Transform Classification over Uncertain Time Series

A shapelet is a time-series subsequence that can represent local, phase-independent similarity in shape. Time series classification with subsequences can save computing cost, improve computing speed and improve algorithm accuracy. The shapelet-based approaches for time series classification have an...

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Bibliographic Details
Main Authors: Ruizhe Ma, Liangli Zuo, Li Yan
Format: Article
Language:English
Published: University of Zagreb Faculty of Electrical Engineering and Computing 2019-01-01
Series:Journal of Computing and Information Technology
Subjects:
Online Access:https://hrcak.srce.hr/file/345602