no code implementations • 31 Oct 2023 • Maoxiang Sun, Weilong Ding, Tianpu Zhang, Zijian Liu, Mengda Xing
As the development of cities, traffic congestion becomes an increasingly pressing issue, and traffic prediction is a classic method to relieve that issue.
no code implementations • 13 Sep 2023 • 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.
no code implementations • 11 Aug 2023 • Weilong Ding, Tianpu Zhang, Zhe Wang
Inter-city highway transportation is significant for citizens' modern urban life and generates heterogeneous sensory data with spatio-temporal characteristics.
no code implementations • 10 Aug 2023 • Weilong Ding, Tianpu Zhang, Jianwu Wang, Zhuofeng Zhao
In our method, data normalization strategy is used to deal with data imbalance, due to long-tail distribution of traffic flow at network-wide toll stations.