Ziyuan Pu
Ziyuan Pu
Lecturer (Assistant Professor) in Civil Engineering, Monash University
Verified email at monash.edu
Title
Cited by
Cited by
Year
Deep bidirectional and unidirectional LSTM recurrent neural network for network-wide traffic speed prediction
Z Cui, R Ke, Z Pu, Y Wang
arXiv preprint arXiv:1801.02143, 2018
3072018
Characterization of ridesplitting based on observed data: A case study of Chengdu, China
W Li, Z Pu, Y Li, XJ Ban
Transportation Research Part C: Emerging Technologies 100, 330-353, 2019
722019
Comparing prediction performance for crash injury severity among various machine learning and statistical methods
J Zhang, Z Li, Z Pu, C Xu
IEEE Access 6, 60079-60087, 2018
512018
Safe, efficient, and comfortable velocity control based on reinforcement learning for autonomous driving
M Zhu, Y Wang, Z Pu, J Hu, X Wang, R Ke
Transportation Research Part C: Emerging Technologies 117, 102662, 2020
372020
Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values
Z Cui, R Ke, Z Pu, Y Wang
Transportation Research Part C: Emerging Technologies 118, 102674, 2020
342020
Evaluation of spatial heterogeneity in the sensitivity of on-street parking occupancy to price change
Z Pu, Z Li, J Ash, W Zhu, Y Wang
Transportation Research Part C: Emerging Technologies 77, 67-79, 2017
312017
A smart, efficient, and reliable parking surveillance system with edge artificial intelligence on IoT devices
R Ke, Y Zhuang, Z Pu, Y Wang
IEEE Transactions on Intelligent Transportation Systems, 2020
252020
Time series association state analysis method for attacks on the smart internet of electric vehicle charging network
Q Li, Y Wang, Z Pu, S Wang, W Zhang
Transportation Research Record 2673 (4), 217-228, 2019
212019
Learning traffic as a graph: A gated graph wavelet recurrent neural network for network-scale traffic prediction
Z Cui, R Ke, Z Pu, X Ma, Y Wang
Transportation Research Part C: Emerging Technologies 115, 102620, 2020
192020
Simulation of pedestrian behavior during the flashing green signal using a modified social force model
Z Zhou, Y Zhou, Z Pu, Y Xu
Transportmetrica A: transport science 15 (2), 1019-1040, 2019
152019
Graph Markov network for traffic forecasting with missing data
Z Cui, L Lin, Z Pu, Y Wang
Transportation Research Part C: Emerging Technologies 117, 102671, 2020
142020
New framework for automatic identification and quantification of freeway bottlenecks based on wavelet analysis
R Ke, Z Zeng, Z Pu, Y Wang
Journal of Transportation Engineering, Part A: Systems 144 (9), 04018044, 2018
132018
Roadway surveillance video camera calibration using standard shipping container
R Ke, Z Pan, Z Pu, Y Wang
2017 International Smart Cities Conference (ISC2), 1-6, 2017
112017
Optimizing phase compression for transit signal priority at isolated intersections
X Hua, W Wang, Y Wang, Z Pu
Transport 32 (4), 386-397, 2017
92017
Evaluating safety effects of variable speed limit system using empirical Bayesian before-after analysis
Z Pu, Z Li, W Zhu, Z Cui, Y Wang
Transportation Research Board 96th Annual MeetingTransportation Research Board, 2017
92017
Evaluating the nonlinear correlation between vertical curve features and crash frequency on highways using random forests
Z Pu, Z Li, R Ke, X Hua, Y Wang
Journal of transportation engineering, Part A: Systems 146 (10), 04020115, 2020
82020
Monitoring Public Transit Ridership Flow by Passively Sensing Wi-Fi and Bluetooth Mobile Devices
Z Pu, M Zhu, W Li, Z Cui, X Guo, Y Wang
IEEE Internet of Things Journal 8 (1), 474-486, 2020
7*2020
Evaluating the interference of bicycle traffic on vehicle operation on urban streets with bike lanes
Z Pu, Z Li, Y Wang, M Ye, WD Fan
Journal of advanced transportation 2017, 2017
72017
Road surface friction prediction using long short-term memory neural network based on historical data
Z Pu, C Liu, X Shi, Z Cui, Y Wang
Journal of Intelligent Transportation Systems, 1-12, 2020
52020
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks near Traffic Oscillations on Freeways
Z Li, C Xu, Z Pu, Y Guo, P Liu
IEEE Intelligent Transportation Systems Magazine, 2020
52020
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Articles 1–20