A deep generative approach for crash frequency model with heterogeneous imbalanced data

Propensity score methods for road safety evaluation: Practical suggestions from a simulation study

(2021) Yingheng Zhang 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

Fusion convolutional neural network-based interpretation of unobserved heterogeneous factors in driver injury severity outcomes in single-vehicle crashes

(2021) Hao Yu et al.   Analytic Methods in Accident Research

A variational autoencoder solution for road traffic forecasting systems: Missing data imputation, dimension reduction, model selection and anomaly detection

(2020) Guillem Boquet 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

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

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

(2019) Jinghui Yuan et al.   TRANSPORTATION RESEARCH RECORD

Quasi-vehicle-trajectory-based real-time safety analysis for expressways

(2019) Ling Wang 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

Analysis of crash frequency in motorway tunnels based on a correlated random-parameters approach

(2018) Ciro Caliendo et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Error bounds for approximations with deep ReLU networks

(2017) Dmitry Yarotsky   NEURAL NETWORKS

Real-time crash prediction for expressway weaving segments

(2015) Ling Wang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

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

Model of Relationship between Interstate Crash Occurrence and Geometrics

(2011) Narayan S. Venkataraman et al.   TRANSPORTATION RESEARCH RECORD