Y. Zou

发表

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

Y. Zou, Yunlong Zhang, D. Lord, 2014 .

Google Earth elevation data extraction and accuracy assessment for transportation applications

Yinhai Wang, Y. Zou, Yinsong Wang, 2017, PloS one.

Modeling over-dispersed crash data with a long tail: Examining the accuracy of the dispersion parameter in Negative Binomial models

Y. Zou, D. Lord, Ling-tao Wu, 2015 .

On the development of a semi-nonparametric generalized multinomial logit model for travel-related choices

Y. Zou, R. Pendyala, X. Ye, 2017, PloS one.

Analysis of the Impact of Fog-Related Reduced Visibility on Traffic Parameters

M. Abdel-Aty, Y. Zou, Jaeyoung Lee, 2018 .

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

Y. Zou, D. Lord, X. Ye, 2018, PloS one.

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

Yinhai Wang, Y. Zou, Jinjun Tang, 2016 .

Long-term prediction for high-resolution lane-changing data using temporal convolution network

Y. Zou, Jinjun Tang, Yue Zhang, 2021, Transportmetrica B: Transport Dynamics.

Taxi trips distribution modeling based on Entropy-Maximizing theory: A case study in Harbin city—China

Y. Zou, Fang Liu, Jinjun Tang, 2018 .

Lane-changes pre diction base d on adaptive fuzzy neural network

Y. Zou, Jinjun Tang, Ruimin Ke, 2017 .

Examining the effect of adverse weather on road transportation using weather and traffic sensors

Y. Zou, Yuming Jiang, Yichuan Peng, 2018, PloS one.

Analyzing Highly Dispersed Crash Data Using the Sichel Generalized Additive Models for Location , Scale and Shape

Yajie Zou, Y. Zou, 2011 .

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

Yinhai Wang, Y. Zou, D. Lord, 2019, Journal of Transportation Safety & Security.

Comparative Analysis of the Reported Animal-Vehicle Collisions Data and Carcass Removal Data for Hotspot Identification

Yinhai Wang, Y. Zou, Ling-tao Wu, 2019, Journal of Advanced Transportation.

Pilot testing of SHRP 2 reliability data and analytical products: Washington. [supporting datasets]

Yinhai Wang, Daniela Bremmer, Shuming Yan, 2014 .

Vehicle Acceleration Prediction Based on Machine Learning Models and Driving Behavior Analysis

Y. Zou, Ling-tao Wu, Lusa Ding, 2022, Applied Sciences.

A temporal fusion transformer for short-term freeway traffic speed multistep prediction

Y. Zou, Hao Zhang, Hang Yang, 2022, Neurocomputing.

Operation analysis of freeway mixed traffic flow based on catch-up coordination platoon.

Y. Zou, Lei Chen, Xiaoxue Yang, 2022, Accident; analysis and prevention.

Application of the Empirical Bayes Method with the Finite Mixture Model for Identifying Accident-Prone Spots

Yinhai Wang, Y. Zou, Kristian C. Henrickson, 2015 .

Does the Dispersion Parameter of Negative Binomial Models Truly Estimate the Level of Dispersion in Over-dispersed Crash data with a Long Tail ?

Y. Zou, 2014 .

Multivariate analysis of car-following behavior data using a coupled hidden Markov model

Y. Zou, Yunlong Zhang, Yuanchang Xie, 2022, Transportation Research Part C: Emerging Technologies.

A Copula-Based Approach for Accommodating the Underreporting Effect in Wildlife‒Vehicle Crash Analysis

Jinjun Tang, Yajie Zou, Xin Ye, 2019, Sustainability.

A Hybrid Method for Short-term Freeway Travel Time Prediction Based on Percentage Error Correction and Noise Extraction

Yajie Zou, Hang Yang, Zhongyu Wang, 2018 .

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

Yinhai Wang, Yajie Zou, Ziqiang Zeng, 2017 .

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

Fang Liu, Jinjun Tang, Weibin Zhang, 2017, IEEE Transactions on Intelligent Transportation Systems.

An adaptive map-matching algorithm based on hierarchical fuzzy system from vehicular GPS data

Fang Liu, Shen Zhang, Jinjun Tang, 2017, PloS one.

A space–time diurnal method for short-term freeway travel time prediction

Yajie Zou, Xiaosi Zeng, Yunlong Zhang, 2014 .

Flexible and Robust Method for Missing Loop Detector Data Imputation

Yajie Zou, Yinhai Wang, Kristian Henrickson, 2015 .

Jointly analyzing freeway traffic incident clearance and response time using a copula-based approach

Jinjun Tang, Yajie Zou, Xin Ye, 2018 .

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

Helai Huang, Yajie Zou, Jinjun Tang, 2020 .

Application of finite mixture of negative binomial regression models with varying weight parameters for vehicle crash data analysis.

Yajie Zou, Dominique Lord, Yunlong Zhang, 2013, Accident; analysis and prevention.

Lane-changes prediction based on adaptive fuzzy neural network

Fang Liu, Jinjun Tang, Yajie Zou, 2018, Expert Syst. Appl..

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

Y. Zou, Yue Zhang, Kai Cheng, 2021, Sustainability.

A reproducible approach to merging behavior analysis based on High Definition Map

Y. Zou, Daiheng Ni, Yang Liu, 2023, ArXiv.

Missing data imputation for traffic flow based on combination of fuzzy neural network and rough set theory

Yinhai Wang, Jinjun Tang, Yajie Zou, 2020, J. Intell. Transp. Syst..

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

Yajie Zou, John Ash, Dominique Lord, 2018 .

Multi-Depot Pickup and Delivery Problem with Resource Sharing

Yong Wang, Xiangyang Guan, Lingyu Ran, 2021, Journal of Advanced Transportation.

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

Y. Zou, Yifan Xie, Ying Chen, 2020, Journal of Advanced Transportation.

Evaluation of Short-Term Freeway Speed Prediction Based on Periodic Analysis Using Statistical Models and Machine Learning Models

Jinjun Tang, Yajie Zou, Jian Liang, 2020 .

Applying the Generalized Waring model for investigating sources of variance in motor vehicle crash analysis.

Yajie Zou, Dominique Lord, Yichuan Peng, 2014, Accident; analysis and prevention.

Optimal lane expansion model for a battery electric vehicle transportation network considering range anxiety and demand uncertainty

Kai Cheng, Yajie Zou, Xu Xin, 2020 .

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

Yajie Zou, Dominique Lord, Liteng Zha, 2016 .

Application of the Bayesian Model Averaging in Analyzing Freeway Traffic Incident Clearance Time for Emergency Management

Jinjun Tang, Yajie Zou, Lingtao Wu, 2021 .

Comparison of Sichel and Negative Binomial Models in Estimating Empirical Bayes Estimates

Yajie Zou, Dominique Lord, Yichuan Peng, 2013 .

Impact of Fog Conditions on Lane-Level Speeds on Freeways

Y. Zou, Bing Wu, Yanli Wang, 2020 .

Cross-Border Travel Behavior Analysis of Hong Kong-Zhuhai-Macao Bridge Using MXL-BMA Model

Malik Muneeb Abid, Y. Zou, Bing Wu, 2023, Journal of Advanced Transportation.

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

Jinjun Tang, Weibin Zhang, Yinhai Wang, 2016 .

Application of Bayesian model averaging for modeling time headway distribution

Y. Zou, Yue Zhang, Shubo Wu, 2023, Physica A: Statistical Mechanics and its Applications.

Level-Change Stackelberg Games Model for the Combined Traffic Assignment–Signal Control Equilibrium on Networks

Xuesong Wang, Yajie Zou, Hang Yang, 2018, Transportation Research Record: Journal of the Transportation Research Board.

Quantile analysis of factors influencing the time taken to clear road traffic incidents

Jinjun Tang, Yinhai Wang, Yajie Zou, 2017 .

Application of finite mixture models for analysing freeway incident clearance time

Yinhai Wang, Yajie Zou, Kun Xu, 2016 .

Accelerated testing for automated vehicles safety evaluation in cut-in scenarios based on importance sampling, genetic algorithm and simulation applications

Jian Sun, Yajie Zou, Yiming Xu, 2018, Journal of Intelligent and Connected Vehicles.

Validation of Crash Modification Factors Derived from Cross-Sectional Studies with Regression Models

Yajie Zou, Dominique Lord, Lingtao Wu, 2015 .

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

Yanru Zhang, Yinhai Wang, Yajie Zou, 2015 .

Short-term prediction of vehicle waiting queue at ferry terminal based on machine learning method

Jinjun Tang, Weibin Zhang, Yinhai Wang, 2016 .

Short-term prediction of vehicle waiting queue at ferry terminal based on machine learning method

Weibin Zhang, Yinhai Wang, Y. Zou, 2016, Journal of Marine Science and Technology.

Analyzing Freeway Traffic Incident Clearance Time Using a Deep Survival Model

Y. Zou, Jinjun Tang, Yue Zhang, 2023, Journal of Transportation Engineering, Part A: Systems.

Spatiotemporal Interaction Pattern Recognition and Risk Evolution Analysis During Lane Changes

Y. Zou, Yunlong Zhang, Yue Zhang, 2023, IEEE Transactions on Intelligent Transportation Systems.

Understanding the merging behavior patterns and evolutionary mechanism at freeway on-Ramps

Yajie Zou, Yue Zhang, Lingtao Wuand Wanbing Han, 2021, J. Intell. Transp. Syst..

Exploring the Application of the Linear Poisson Autoregressive Model for Analyzing the Dynamic Impact of Traffic Laws on Fatal Traffic Accident Frequency

Yue Zhang, Yajie Zou, Jinjun Tang, 2020, Journal of Advanced Transportation.

Integrated Travel Demand and Accessibility Model to Examine the Impact of New Infrastructures Using Travel Behavior Responses

Y. Zou, Sabyasachee Mishra, Bing Wu, 2022, Journal of Transportation Engineering, Part A: Systems.

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

Jinjun Tang, Hang Yang, Weibin Zhang, 2017 .

A copula-based approach to accommodate the dependence among microscopic traffic variables

Yajie Zou, Yunlong Zhang, Y. Zou, 2016 .

Constructing a bivariate distribution for freeway speed and headway data

Yajie Zou, Yunlong Zhang, Xinxin Zhu, 2014 .

A MULTIVARIATE ANALYSIS OF FREEWAY SPEED AND HEADWAY DATA

Yajie Zou, Y. Zou, 2013 .

Examining the Impact of Different Periodic Functions on Short-Term Freeway Travel Time Prediction Approaches

Bing Wu, Xu Miao, Yajie Zou, 2020 .

Travel Time Estimation Using Freeway Point Detector Data Based on Evolving Fuzzy Neural Inference System

Fang Liu, Shen Zhang, Jinjun Tang, 2016, PloS one.

A Multivariate Modeling Analysis of Commuters’ Non-Work Activity Allocations in Xiaoshan District of Hangzhou, China

Y. Zou, X. Ye, Shi, 2019, Sustainability.

Incorporating survival analysis into the safety effectiveness evaluation of treatments: Jointly modeling crash counts and time intervals between crashes

Yajie Zou, Lingtao Wu, Xiaoqiang Kong, 2020, Journal of Transportation Safety & Security.

Comparative Analysis of Empirical Bayes and Bayesian Hierarchical Models in Hotspot Identification

Yajie Zou, Lingtao Wu, Xiaoyu Guo, 2019, Transportation Research Record: Journal of the Transportation Research Board.

Comparison of Sichel and Negative Binomial Models in Hot Spot Identification

Yajie Zou, Dominique Lord, Lingtao Wu, 2014 .

Traffic Flow Conditions Associated with Truck-Involved Crashes on the Freeway

Yajie Zou, Yinhai Wang, Chaofan Bi, 2014 .

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

Yinhai Wang, Y. Zou, Ziqiang Zeng, 2017 .

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

Yajie Zou, Shaoxin Yuan, Xinzhi Zhong, 2020, IET Intelligent Transport Systems.

Impact of Traffic Incidents on Reliability of Freeway Travel Times

Yinhai Wang, Yajie Zou, Benjamin Wright, 2015 .