Ziyuan Pu
Southeast University(CN)
Publications by Year
Research Areas
Traffic Prediction and Management Techniques, Transportation Planning and Optimization, Traffic control and management, Traffic and Road Safety, Autonomous Vehicle Technology and Safety
Most-Cited Works
- → Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values(2020)447 cited
- → Safe, efficient, and comfortable velocity control based on reinforcement learning for autonomous driving(2020)434 cited
- → Learning Dynamic and Hierarchical Traffic Spatiotemporal Features With Transformer(2021)256 cited
- → Comparing Prediction Performance for Crash Injury Severity Among Various Machine Learning and Statistical Methods(2018)242 cited
- → A Smart, Efficient, and Reliable Parking Surveillance System With Edge Artificial Intelligence on IoT Devices(2020)227 cited
- → Characterization of ridesplitting based on observed data: A case study of Chengdu, China(2019)183 cited
- → Graph Markov network for traffic forecasting with missing data(2020)131 cited
- → Learning traffic as a graph: A gated graph wavelet recurrent neural network for network-scale traffic prediction(2020)122 cited
- → Applications of machine learning methods in traffic crash severity modelling: current status and future directions(2021)111 cited
- → Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting(2018)100 cited