Work

Wavelet Transformer: An Effective Method on Multiple Periodic Decomposition for Time Series Forecasting

Year: 2025

Type: article

Source: IEEE Transactions on Neural Networks and Learning Systems

DOI: 10.1109/tnnls.2025.3525502

Authors: Wei Wei, Zi'Ang Wang, Bowen Pang, Jiannan Wang, Xue Liu

Institution: Beihang University

Language: English

Topic: Time Series Analysis and Forecasting

Subfield: Signal Processing

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, Natural Science Foundation of Beijing Municipality, Fundamental Research Funds for the Central Universities

Awards: G199691692, G437053041, G6217815188, G8351431548

OpenAlex ID: W4407450036

FWCI: 13.9

Cites: 53

Cited by: 29

Related to: 10