An integrated approach of machine learning and Bayesian spatial Poisson model for large-scale real-time traffic conflict prediction

Traffic conflict assessment using macroscopic traffic flow variables: A novel framework for real-time applications

(2023) Ninad Gore et al.   ACCIDENT ANALYSIS AND PREVENTION

Random-Parameter Bayesian Hierarchical Extreme Value Modeling Approach with Heterogeneity in Means and Variances for Traffic Conflict–Based Crash Estimation

(2022) Chuanyun Fu et al.   Journal of Transportation Engineering Part A-Systems

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

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

Multi-type Bayesian hierarchical modeling of traffic conflict extremes for crash estimation

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

Using empirical traffic trajectory data for crash risk evaluation under three-phase traffic theory framework

(2021) Tong Liu et al.   ACCIDENT ANALYSIS AND PREVENTION

A high-resolution trajectory data driven method for real-time evaluation of traffic safety

(2021) Yuping Hu et al.   ACCIDENT ANALYSIS AND PREVENTION

On the new era of urban traffic monitoring with massive drone data: The pNEUMA large-scale field experiment

(2019) Emmanouil Barmpounakis et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

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

A Simulation Study of Predicting Real-Time Conflict-Prone Traffic Conditions

(2017) Christos Katrakazas et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Examining pedestrian evasive actions as a potential indicator for traffic conflicts

(2017) Ahmed Tageldin et al.   IET Intelligent Transport Systems

Identification of freeway crash-prone traffic conditions for traffic flow at different levels of service

(2014) Chengcheng Xu et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

Short-term traffic volume forecasting: A k-nearest neighbor approach enhanced by constrained linearly sewing principle component algorithm

(2014) Zuduo Zheng et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Modeling the Frequency of Opposing Left-Turn Conflicts at Signalized Intersections Using Generalized Linear Regression Models

(2013) Xin Zhang et al.   Traffic Injury Prevention

Methodologies for Aggregating Indicators of Traffic Conflict

(2012) Karim Ismail et al.   TRANSPORTATION RESEARCH RECORD

Hysteresis in traffic flow revisited: An improved measurement method

(2010) Jorge A. Laval   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL