Fourier Graph Convolution Transformer for Financial Multivariate Time Series Forecasting

Junxian Zhou; Shoujin Wang; Yuming Ou

doi:10.1109/ijcnn60899.2024.10650090

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Fourier Graph Convolution Transformer for Financial Multivariate Time Series Forecasting

Junxian Zhou Shoujin Wang Yuming Ou

Year: 2024 Pages: 1-8

DOI: 10.1109/ijcnn60899.2024.10650090

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Keywords:

Multivariate statistics Computer science Convolution (computer science) Fourier series Fourier transform Time series Graph Mathematics Artificial intelligence Machine learning Theoretical computer science Mathematical analysis

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Topics

Time Series Analysis and Forecasting

Physical Sciences → Computer Science → Signal Processing

Stock Market Forecasting Methods

Social Sciences → Decision Sciences → Management Science and Operations Research

Complex Systems and Time Series Analysis

Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics

Fourier Graph Convolution Transformer for Financial Multivariate Time Series Forecasting

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