Yinhai Wang
Yinhai Wang
Professor of Civil and Environmental Engineering, University of Washington
在 uw.edu 的电子邮件经过验证 - 首页
Long short-term memory neural network for traffic speed prediction using remote microwave sensor data
X Ma, Z Tao, Y Wang, H Yu, Y Wang
Transportation Research Part C: Emerging Technologies 54, 187-197, 2015
Mining smart card data for transit riders’ travel patterns
X Ma, YJ Wu, Y Wang, F Chen, J Liu
Transportation Research Part C: Emerging Technologies 36, 1-12, 2013
Large-scale transportation network congestion evolution prediction using deep learning theory
X Ma, H Yu, Y Wang, Y Wang
PloS one 10 (3), e0119044, 2015
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
Traffic graph convolutional recurrent neural network: A deep learning framework for network-scale traffic learning and forecasting
Z Cui, K Henrickson, R Ke, Y Wang
IEEE Transactions on Intelligent Transportation Systems 21 (11), 4883-4894, 2019
An improved fuzzy neural network for traffic speed prediction considering periodic characteristic
J Tang, F Liu, Y Zou, W Zhang, Y Wang
IEEE Transactions on Intelligent Transportation Systems 18 (9), 2340-2350, 2017
Uncovering urban human mobility from large scale taxi GPS data
J Tang, F Liu, Y Wang, H Wang
Physica A: Statistical Mechanics and its Applications 438, 140-153, 2015
Estimating the risk of collisions between bicycles and motor vehicles at signalized intersections
Y Wang, NL Nihan
Accident Analysis & Prevention 36 (3), 313-321, 2004
Video-based vehicle detection and classification system for real-time traffic data collection using uncalibrated video cameras
G Zhang, RP Avery, Y Wang
Transportation research record 1993 (1), 138-147, 2007
Accessibility impacts of China’s high-speed rail network
J Cao, XC Liu, Y Wang, Q Li
Journal of Transport Geography 28, 12-21, 2013
Extracting roadway background image: Mode-based approach
J Zheng, Y Wang, NL Nihan, ME Hallenbeck
Transportation research record 1944 (1), 82-88, 2006
A hybrid approach to integrate fuzzy C-means based imputation method with genetic algorithm for missing traffic volume data estimation
J Tang, G Zhang, Y Wang, H Wang, F Liu
Transportation Research Part C: Emerging Technologies 51, 29-40, 2015
Freeway traffic speed estimation with single-loop outputs
Y Wang, NL Nihan
Transportation Research Record 1727 (1), 120-126, 2000
Human-like autonomous car-following model with deep reinforcement learning
M Zhu, X Wang, Y Wang
Transportation research part C: emerging technologies 97, 348-368, 2018
Real-time traffic flow parameter estimation from UAV video based on ensemble classifier and optical flow
R Ke, Z Li, J Tang, Z Pan, Y Wang
IEEE Transactions on Intelligent Transportation Systems 20 (1), 54-64, 2018
Profit distribution in collaborative multiple centers vehicle routing problem
Y Wang, X Ma, Z Li, Y Liu, M Xu, Y Wang
Journal of cleaner production 144, 203-219, 2017
An advanced method for detecting possible near miss ship collisions from AIS data
W Zhang, F Goerlandt, P Kujala, Y Wang
Ocean Engineering 124, 141-156, 2016
Examining headway distribution models with urban freeway loop event data
G Zhang, Y Wang, H Wei, Y Chen
Transportation Research Record 1999 (1), 141-149, 2007
Length-based vehicle classification using images from uncalibrated video cameras
RP Avery, Y Wang, G Scott Rutherford
Intelligent Transportation Systems, 2004. Proceedings. The 7th International …, 2004
Can single-loop detectors do the work of dual-loop detectors?
Y Wang, NL Nihan
Journal of Transportation Engineering 129 (2), 169-176, 2003
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