Bayesian dynamic extreme value modeling for conflict-based real-time safety analysis

Investigating the predictability of crashes on different freeway segments using the real-time crash risk models

(2021) Qikang Zheng et al.   ACCIDENT ANALYSIS AND PREVENTION

An integrated methodology for real-time driving risk status prediction using naturalistic driving data

(2021) Qiangqiang Shangguan et al.   ACCIDENT ANALYSIS AND PREVENTION

A review of surrogate safety measures and their applications in connected and automated vehicles safety modeling

(2021) Chen Wang et al.   ACCIDENT ANALYSIS AND PREVENTION

Random parameters Bayesian hierarchical modeling of traffic conflict extremes for crash estimation

(2021) Chuanyun Fu et al.   ACCIDENT ANALYSIS AND PREVENTION

Real-time signal-vehicle coupled control: An application of connected vehicle data to improve intersection safety

(2021) Tarek Ghoul et al.   ACCIDENT ANALYSIS AND PREVENTION

A bivariate extreme value model for estimating crash frequency by severity using traffic conflicts

(2021) Ashutosh Arun et al.   Analytic Methods in Accident Research

A systematic review of traffic conflict-based safety measures with a focus on application context

(2021) Ashutosh Arun et al.   Analytic Methods in Accident Research

Class-imbalanced crash prediction based on real-time traffic and weather data: A driving simulator study

(2020) Zouhair Elamrani Abou Elassad et al.   Traffic Injury Prevention

Comparison between Surrogate Safety Assessment Model and Real-Time Safety Models in Predicting Field-Measured Conflicts at Signalized Intersections

(2020) Mohamed Essa et al.   TRANSPORTATION RESEARCH RECORD

A novel approach for real time crash prediction at signalized intersections

(2020) Lai Zheng et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Real-time crash prediction on expressways using deep generative models

(2020) Qing Cai et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Investigating the transferability of Bayesian hierarchical extreme value model for traffic conflict-based crash estimation

(2020) Lai Zheng et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

A real-time crash prediction fusion framework: An imbalance-aware strategy for collision avoidance systems

(2020) Zouhair Elamrani Abou Elassad et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Convolutional neural networks with refined loss functions for the real-time crash risk analysis

(2020) Rongjie Yu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

TSDCN: Traffic safety state deep clustering network for real‐time traffic crash‐prediction

(2020) Haitao Li et al.   IET Intelligent Transport Systems

Real-Time Crash Risk Prediction using Long Short-Term Memory Recurrent Neural Network

(2019) Jinghui Yuan et al.   TRANSPORTATION RESEARCH RECORD

Comparison of Traffic Conflict Indicators for Crash Estimation using Peak Over Threshold Approach

(2019) Lai Zheng et al.   TRANSPORTATION RESEARCH RECORD

Bayesian Dynamic Linear Model with Adaptive Parameter Estimation for Short-Term Travel Speed Prediction

(2019) Tai-Yu Ma et al.   JOURNAL OF ADVANCED TRANSPORTATION

Traffic conflict models to evaluate the safety of signalized intersections at the cycle level

(2018) Mohamed Essa et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Developing an algorithm to assess the rear-end collision risk under fog conditions using real-time data

(2018) Yina Wu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Real-time crash prediction in an urban expressway using disaggregated data

(2018) Franco Basso et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A Bayesian dynamic updating approach for urban expressway real-time crash risk evaluation

(2018) Kui Yang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Utilizing Structural Equation Modeling and Segmentation Analysis in Real-time Crash Risk Assessment on Freeways

(2017) Chengcheng Xu et al.   KSCE Journal of Civil Engineering

Big Data applications in real-time traffic operation and safety monitoring and improvement on urban expressways

(2015) Qi Shi et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Non-stationary and non-linear influence of ENSO and Indian Ocean Dipole on the variability of Indian monsoon rainfall and extreme rain events

(2014) Jagdish Krishnaswamy et al.   CLIMATE DYNAMICS

Bayesian Dynamic Linear Model with Switching for Real-Time Short-Term Freeway Travel Time Prediction with License Plate Recognition Data

(2013) Xiang Fei et al.   JOURNAL OF TRANSPORTATION ENGINEERING

A bayesian dynamic linear model approach for real-time short-term freeway travel time prediction

(2011) Xiang Fei et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Derivation and Validation of New Simulation-Based Surrogate Safety Measure

(2009) Kaan Ozbay et al.   TRANSPORTATION RESEARCH RECORD

Urban Arterial Accident Prediction Models with Spatial Effects

(2009) Karim El-Basyouny et al.   TRANSPORTATION RESEARCH RECORD