Time Series Classification with Shapelet and Canonical Features

Shapelet-based time series classification methods are widely adopted models for time series classification tasks. However, the high computational cost greatly limits the practicability of the Shapelet-based methods. What is more, traditional Shapelet can only describe the overall shape characteristi...

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Bibliographic Details
Main Authors: Hai-Yang Liu, Zhen-Zhuo Gao, Zhi-Hai Wang, Yun-Hao Deng
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/17/8685