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cs.LG2023
STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction
Maoxiang Sun, Weilong Ding, Tianpu Zhang +2
As the development of cities, traffic congestion becomes an increasingly pressing issue, and traffic prediction is a classic method to relieve that issue. Traffic prediction is one…
cs.LG2023
Attention-based Dynamic Graph Convolutional Recurrent Neural Network for Traffic Flow Prediction in Highway Transportation
Tianpu Zhang, Weilong Ding, Mengda Xing
As one of the important tools for spatial feature extraction, graph convolution has been applied in a wide range of fields such as traffic flow prediction. However, current popular…