Integrating gated recurrent unit in graph neural network to improve infectious disease prediction: an attempt

ObjectiveThis study focuses on enhancing the precision of epidemic time series data prediction by integrating Gated Recurrent Unit (GRU) into a Graph Neural Network (GNN), forming the GRGNN. The accuracy of the GNN (Graph Neural Network) network with introduced GRU (Gated Recurrent Units) is validat...

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Main Authors: Xu-dong Liu (Author), Bo-han Hou (Author), Zhong-jun Xie (Author), Ning Feng (Author), Xiao-ping Dong (Author)
Format: Book
Published: Frontiers Media S.A., 2024-05-01T00:00:00Z.
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