Identification of dynamic traffic crash risk for cross-area freeways based on statistical and machine learning methods

A Roadway Safety Sustainable Approach: Modeling for Real-Time Traffic Crash with Limited Data and Its Reliability Verification

(2022) Zhenzhou Yuan et al.   JOURNAL OF ADVANCED TRANSPORTATION

Fast and optimal algorithm for case-control matching using registry data: application on the antibiotics use of colorectal cancer patients

(2021) Pavlos Mamouris et al.   BMC Medical Research Methodology

Multimodal Traffic Speed Monitoring: A Real-Time System Based on Passive Wi-Fi and Bluetooth Sensing Technology

(2021) Ziyuan Pu et al.   IEEE Internet of Things Journal

Evaluating the Nonlinear Correlation between Vertical Curve Features and Crash Frequency on Highways Using Random Forests

(2020) Ziyuan Pu et al.   Journal of Transportation Engineering Part A-Systems

City-scale car traffic and parking density maps from Uber Movement travel time data

(2019) Arsam Aryandoust et al.   Scientific Data

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

Bayesian Updating Approach for Real-Time Safety Evaluation with Automatic Vehicle Identification Data

(2013) Mohamed M. Ahmed et al.   TRANSPORTATION RESEARCH RECORD

A Genetic Programming Model for Real-Time Crash Prediction on Freeways

(2012) Chengcheng Xu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Understanding Crash Mechanisms and Selecting Interventions to Mitigate Real-Time Hazards on Urban Expressways

(2011) Moinul Hossain et al.   TRANSPORTATION RESEARCH RECORD

Categorizing Freeway Flow Conditions by Using Clustering Methods

(2010) Mehdi Azimi et al.   TRANSPORTATION RESEARCH RECORD

Probabilistic models of freeway safety performance using traffic flow data as predictors

(2007) Thomas F. Golob et al.   SAFETY SCIENCE