Multi-view spatiotemporal learning for traffic forecasting

A Comprehensive Survey on Graph Neural Networks

IEEE Transactions on Neural Networks and Learning Systems · 2020 · 9.2K citations · Full text

Computing, Computer Science, Data Mining +11

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

Ling Zhao, Yujiao Song, Chao Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 3.2K citations · Full text

Computing, Data Science, Forecasting +16

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Shengnan Guo, Youfang Lin, Ning Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 2.8K citations · Full text

Computing, Data Science, Forecasting +16

Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

Chao Song, Youfang Lin, Shengnan Guo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 1.5K citations · Full text

Computing, Transportation Planning, Urban Planning +17

Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting

Mengzhang Li, Zhanxing Zhu · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 849 citations · Full text

Computing, Data Science, Forecasting +16