Spatial-temporal graph convolutional networks for traffic flow prediction considering multiple traffic parameters

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

Traffic Flow Prediction With Big Data: A Deep Learning Approach

Yisheng Lv, Yanjie Duan, Wenwen Kang et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 3K citations

Computing, Computer Science, Data Science +17

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

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

Xiaolei Ma, Zhimin Tao, Yinhai Wang et al. · Transportation Research Part C Emerging Technologies · 2015 · 2.1K citations

Computing, Computer Science, Electrical Engineering +16

Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results

Billy M. Williams, L A Hoel · Journal of Transportation Engineering · 2003 · 2.1K citations

Engineering, Systems Engineering, Forecasting +16