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

Exploring the use of machine learning for risk adjustment: A comparison of standard and penalized linear regression models in predicting health care costs in older adults

(2019) Hong J. Kan et al.   PLoS One

Comparing Machine Learning and Deep Learning Methods for Real-Time Crash Prediction

(2019) Athanasios Theofilatos et al.   TRANSPORTATION RESEARCH RECORD

Evaluating machine learning performance in predicting injury severity in agribusiness industries

(2019) Fatemeh Davoudi Kakhki et al.   SAFETY SCIENCE

The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review

(2019) Zouhair Elamrani Abou Elassad et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Deep neural networks for texture classification—A theoretical analysis

(2018) Saikat Basu et al.   NEURAL NETWORKS

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

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

Comparison of Four Types of Artificial Neural Network and a Multinomial Logit Model for Travel Mode Choice Modeling

(2018) Dongwoo Lee et al.   TRANSPORTATION RESEARCH RECORD

Learning from class-imbalanced data: Review of methods and applications

(2017) Guo Haixiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers

(2017) Lan-lan Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Driving simulator scenarios and measures to faithfully evaluate risky driving behavior: A comparative study of different driver age groups

(2017) Jesse Michaels et al.   PLoS One

Short-term highway traffic flow prediction based on a hybrid strategy considering temporal-spatial information

(2016) Linchao Li et al.   JOURNAL OF ADVANCED TRANSPORTATION

The influence of in-vehicle speech warning timing on drivers’ collision avoidance performance at signalized intersections

(2015) Xuedong Yan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Predicting Crashes on Expressway Ramps with Real-Time Traffic and Weather Data

(2015) Ling Wang et al.   TRANSPORTATION RESEARCH RECORD

The Viability of Using Automatic Vehicle Identification Data for Real-Time Crash Prediction

(2011) Mohamed M. Ahmed et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS