MAPredRNN: multi-attention predictive RNN for traffic flow prediction by dynamic spatio-temporal data fusion

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

Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction

Junbo Zhang, Yu Zheng, Dekang Qi · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 2.2K citations · Full text

Computing, Computer Science, Forecasting +15

Deep Spatial–Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting

Shengnan Guo, Youfang Lin, Shijie Li et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 451 citations

Computing, Computer Science, Forecasting +14

Adaptive Multi-Kernel SVM With Spatial–Temporal Correlation for Short-Term Traffic Flow Prediction

Xinxin Feng, Xianyao Ling, Haifeng Zheng et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 301 citations

Computing, Computer Science, Forecasting +16