Towards the generalization of time series classification: A feature-level style transfer and multi-source transfer learning perspective-Reference-Cited by-同舟云学术

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Towards the generalization of time series classification: A feature-level style transfer and multi-source transfer learning perspective

Published:2024-09 Issue: Volume:299 Page:112057
ISSN:0950-7051
Container-title:Knowledge-Based Systems
language:en
Short-container-title:Knowledge-Based Systems

Author:

Chen Baihan^ORCID,Li Qiaolin,Ma Rui,Qian Xiang,Wang Xiaohao,Li Xinghui^ORCID

Publisher

Elsevier BV

Reference60 articles.

1. A review on distance based time series classification;Abanda;Data Min. Knowl. Discov.,2019

2. Classification of time series by shapelet transformation;Hills;Data Min. Knowl. Discov.,2014

3. Deep learning for time series classification: a review;Fawaz;Data Min. Knowl. Discov.,2019

4. The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances;Bagnall;Data Min. Knowl. Discov.,2017

5. Time series data augmentation for deep learning: A survey;Wen,2021

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