Waveel: a wavelet-based ensemble learning framework for time series forecasting

Abstract With the booming development of the Internet of Things, billions of smart devices and sensors have generated massive amounts of time series data. Accurate time series forecasting (TSF) can help to uncover deep underlying patterns in the data. However, most existing TSF models focus on tempo...

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Bibliographic Details
Published in:	EURASIP Journal on Wireless Communications and Networking
Main Authors:	Xiaohou Shi, Tianxin Hu, Yuan Chang, Yaqi Song, Aobo Liang, Yan Sun
Format:	Article
Language:	English
Published:	SpringerOpen 2025-07-01
Subjects:	Time series forecasting Discrete wavelet transform Ensemble learning
Online Access:	https://doi.org/10.1186/s13638-025-02479-4

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