Multibranch adaptive fusion graph convolutional network for traffic flow prediction

• Main Authors: Zan, Xin, Lam, Jasmine Siu Lee
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Civil engineering; Adaptive Fusion; Convolutional Networks
• Online Access: https://hdl.handle.net/10356/171178
• Institution: Nanyang Technological University

Urban road networks have complex spatial and temporal correlations, driving a surge of research interest in spatial-temporal traffic flow prediction. However, prior approaches often overlook the temporal-scale differentiation of spatial-temporal features, limiting their ability to extract complex st...