A Prediction Method with Data Leakage Suppression for Time Series

In view of the characteristics of the collected time series, such as being high noise, non-stationary and nonlinear, most of the current methods are designed to smooth or denoise the whole time series at one time and then divide the training set and testing set, which will lead to using the informat...

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Bibliographic Details
Main Authors: Fang Liu, Lizhi Chen, Yuanfang Zheng, Yongxin Feng
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/22/3701