Work

SparseTSF: Lightweight and Robust Time Series Forecasting via Sparse Modeling

Year: 2025

Type: article

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI: 10.1109/tpami.2025.3602445

Authors: Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, C. L. Philip Chen

Institutions: South China University of Technology, Jinan University

Language: English

Topic: Time Series Analysis and Forecasting

Subfield: Signal Processing

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funders: Peng Cheng Laboratory, Natural Science Foundation of Shandong Province, Guangxi Key Research and Development Program

OpenAlex ID: W4413553571

FWCI: 11.7

Cites: 31

Cited by: 24

Related to: 10