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DFGNet: A dual-pathway graph neural network via frequency decomposition for spatiotemporal forecasting

Jinpeng Xu, Jing Yang, Yaqun Huang, Lip Yee Por, Xiaotong Chen, Chunna Zhao

2025Expert Systems with Applications9 citationsDOI

Topics & Concepts

Dual (grammatical number)Computer scienceDecompositionArtificial neural networkGraphArtificial intelligenceDual graphTheoretical computer scienceChemistryLine graphOrganic chemistryArtLiteratureTraffic Prediction and Management TechniquesTime Series Analysis and ForecastingEnergy Load and Power Forecasting
DFGNet: A dual-pathway graph neural network via frequency decomposition for spatiotemporal forecasting | Litcius