Time series classification with random temporal features

Time series classification exists in widespread domains such as EEG/ECG classification, device anomaly detection, and speaker authentication. Although many methods have been proposed, efficient selection of intuitive temporal features to accurately classify time series remains challenging. Therefore...

Full description

Bibliographic Details

Published in:	Journal of King Saud University: Computer and Information Sciences
Main Authors:	Cun Ji, Mingsen Du, Yanxuan Wei, Yupeng Hu, Shijun Liu, Li Pan, Xiangwei Zheng
Format:	Article
Language:	English
Published:	Springer 2023-10-01
Subjects:	Time series classification Random feature Temporal feature Feature selection Feature importance measures
Online Access:	http://www.sciencedirect.com/science/article/pii/S1319157823003373