Transformer network with decoupled spatial–temporal embedding for traffic flow forecasting

Advances in neural information processing systems 7

Krzysztof J. Cios, Mark E. Shields · Neurocomputing · 1997 · 22.3K citations

Computing, Computer Science, Neuroscience +14

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

Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

2018 · 3.3K citations · Full text

Computing, Computer Science, Forecasting +16

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