Examining the Impact of Adverse Weather on Travel Time Reliability of Urban Corridors in Shanghai

Yajie Zou , Ting Zhu , Yifan Xie , Linbo Li
Journal of Advanced Transportation 2020 1 -11

2020
Empirical Bayes estimates of finite mixture of negative binomial regression models and its application to highway safety

Yajie Zou , John E. Ash , Byung-Jung Park , Dominique Lord
Journal of Applied Statistics 45 ( 9) 1652 -1669

41
2018
An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic

Jinjun Tang , Fang Liu , Yajie Zou , Weibin Zhang
IEEE Transactions on Intelligent Transportation Systems 18 ( 9) 2340 -2350

329
2017
A Hybrid Method for Short-term Freeway Travel Time Prediction Based on Wavelet Neural Network and Markov Chain

Hang Yang , Yajie Zou , Zhongyu Wang , Bing Wu
Canadian Journal of Civil Engineering 45 ( 2) 77 -86

11
2018
A semi-nonparametric Poisson regression model for analyzing motor vehicle crash data.

Xin Ye , Ke Wang , Yajie Zou , Dominique Lord
PLOS ONE 13 ( 5)

54
2018
Analyzing different functional forms of the varying weight parameter for finite mixture of negative binomial regression models

Yajie Zou , Yunlong Zhang , Dominique Lord
Analytic Methods in Accident Research 1 39 -52

40
2014
35
2015
Statistical and machine-learning methods for clearance time prediction of road incidents: A methodology review

Jinjun Tang , Lanlan Zheng , Chunyang Han , Weiqi Yin
Analytic Methods in Accident Research 27 100123

79
2020
The Poisson inverse Gaussian (PIG) generalized linear regression model for analyzing motor vehicle crash data

Liteng Zha , Dominique Lord , Yajie Zou
Journal of Transportation Safety & Security 8 ( 1) 18 -35

68
2016
Comparison of confidence and prediction intervals for different mixed-Poisson regression models

John E. Ash , Yajie Zou , Dominique Lord , Yinhai Wang
Journal of Transportation Safety & Security 13 ( 3) 357 -379

1
2021
Hybrid short-term freeway speed prediction methods based on periodic analysis

Yajie Zou , Xuedong Hua , Yanru Zhang , Yinhai Wang
Canadian Journal of Civil Engineering 42 ( 8) 570 -582

26
2015
Developing a Clustering-Based Empirical Bayes Analysis Method for Hotspot Identification

Yajie Zou , Xinzhi Zhong , John Ash , Ziqiang Zeng
Journal of Advanced Transportation 2017 1 -9

1
2017
Hybrid short-term prediction of traffic volume at ferry terminal based on data fusion

Weibin Zhang , Jinjun Tang , Yinhai Wang , Yajie Zou
Iet Intelligent Transport Systems 10 ( 8) 524 -534

13
2016
Quantification of variability of valid travel times with FMMs for buses, passenger cars, and taxis

Shaoxin Yuan , Benjamin Wright , Yajie Zou , Yinhai Wang
Iet Intelligent Transport Systems 11 ( 1) 1 -9

3
2017
Finite mixture survival model for examining the variability of urban arterial travel time for buses, passenger cars and taxis

Xinzhi Zhong , Yajie Zou , Zhi Dong , Shaoxin Yuan
IET Intelligent Transport Systems 14 ( 12) 1524 -1533

1
2020
Short-Term Speed Prediction Using Remote Microwave Sensor Data: Machine Learning versus Statistical Model

Han Jiang , Yajie Zou , Shen Zhang , Jinjun Tang
Mathematical Problems in Engineering 2016 ( 2016) 1 -13

54
2016
Mixture modeling of freeway speed and headway data using multivariate skew-t distributions

Yajie Zou , Hang Yang , Yunlong Zhang , Jinjun Tang
Transportmetrica 13 ( 7) 657 -678

16
2017
Application of finite mixture models for analysing freeway incident clearance time

Yajie Zou , Kristian Henrickson , Dominique Lord , Yinhai Wang
Transportmetrica 12 ( 2) 99 -115

49
2016
Exploring the Impact of Climate and Extreme Weather on Fatal Traffic Accidents

Yajie Zou , Yue Zhang , Kai Cheng
Sustainability 13 ( 1) 390

22
2021