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Qiang Zeng
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Analyzing freeway crash severity using a Bayesian spatial generalized ordered logit model with conditional autoregressive priors
Q Zeng, W Gu, X Zhang, H Wen, J Lee, W Hao
Accident Analysis & Prevention 127, 87-95, 2019
1622019
Bayesian spatial joint modeling of traffic crashes on an urban road network
Q Zeng, H Huang
Accident Analysis & Prevention 67, 105-112, 2014
1502014
A stable and optimized neural network model for crash injury severity prediction
Q Zeng, H Huang
Accident Analysis & Prevention 73, 351-358, 2014
1452014
Macro and micro models for zonal crash prediction with application in hot zones identification
H Huang, B Song, P Xu, Q Zeng, J Lee, M Abdel-Aty
Journal of transport geography 54, 248-256, 2016
1332016
A multivariate random-parameters Tobit model for analyzing highway crash rates by injury severity
Q Zeng, H Wen, H Huang, X Pei, SC Wong
Accident Analysis & Prevention 99, 184-191, 2017
1242017
A Bayesian spatial random parameters Tobit model for analyzing crash rates on roadway segments
Q Zeng, H Wen, H Huang, M Abdel-Aty
Accident Analysis & Prevention 100, 37-43, 2017
1232017
Modeling nonlinear relationship between crash frequency by severity and contributing factors by neural networks
Q Zeng, H Huang, X Pei, SC Wong
Analytic methods in accident research 10, 12-25, 2016
1142016
The effect of zonal factors in estimating crash risks by transportation modes: Motor vehicle, bicycle and pedestrian
J Wang, H Huang, Q Zeng
Accident Analysis & Prevention 98, 223-231, 2017
962017
Bayesian spatial-temporal model for the main and interaction effects of roadway and weather characteristics on freeway crash incidence
H Wen, X Zhang, Q Zeng, NN Sze
Accident Analysis & Prevention 132, 105249, 2019
872019
Jointly modeling area-level crash rates by severity: a Bayesian multivariate random-parameters spatio-temporal Tobit regression
Q Zeng, Q Guo, SC Wong, H Wen, H Huang, X Pei
Transportmetrica A: Transport Science 15 (2), 1867-1884, 2019
772019
Investigating the Impacts of Real-Time Weather Conditions on Freeway Crash Severity: A Bayesian Spatial Analysis
Q Zeng, W Hao, J Lee, F Chen
International Journal of Environmental Research and Public Health 17 (8), 2768, 2020
742020
Predicting crash frequency using an optimised radial basis function neural network model
H Huang, Q Zeng, X Pei, SC Wong, P Xu
Transportmetrica A: transport science 12 (4), 330-345, 2016
702016
Incorporating temporal correlation into a multivariate random parameters Tobit model for modeling crash rate by injury severity
Q Zeng, H Wen, H Huang, X Pei, SC Wong
Transportmetrica A: transport science 14 (3), 177-191, 2018
692018
Rule extraction from an optimized neural network for traffic crash frequency modeling
Q Zeng, H Huang, X Pei, SC Wong, M Gao
Accident Analysis & Prevention 97, 87-95, 2016
662016
Spatial joint analysis for zonal daytime and nighttime crash frequencies using a Bayesian bivariate conditional autoregressive model
Q Zeng, H Wen, SC Wong, H Huang, Q Guo, X Pei
Journal of Transportation Safety & Security 12 (4), 566-585, 2020
532020
The interactive effect on injury severity of driver-vehicle units in two-vehicle crashes
Q Zeng, H Wen, H Huang
Journal of safety research 59, 105-111, 2016
472016
Effect of music listening on physiological condition, mental workload, and driving performance with consideration of driver temperament
H Wen, NN Sze, Q Zeng, S Hu
International journal of environmental research and public health 16 (15), 2766, 2019
382019
Investigating hazardous factors affecting freeway crash injury severity with real-time weather data: using a Bayesian multinomial logit model with conditional autoregressive priors
X Zhang, H Wen, T Yamamoto, Q Zeng
Journal of Safety Research, in press, 2021
36*2021
Bayesian hierarchical modeling monthly crash counts on freeway segments with temporal correlation
Q Zeng, J Sun, H Wen
Journal of Advanced Transportation 2017, 2017
322017
The effects of traffic composition on freeway crash frequency by injury severity: A Bayesian multivariate spatial modeling approach
H Wen, J Sun, Q Zeng, X Zhang, Q Yuan
Journal of Advanced Transportation 2018, 2018
302018
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