Investigating two-wheelers risk factors for severe crashes using an interpretable machine learning approach and SHAP analysis

Efficient Histogram-Based Gradient Boosting Approach for Accident Severity Prediction With Multisource Data

(2022) Mohammad Tamim Kashifi et al.   TRANSPORTATION RESEARCH RECORD

Spatiotemporal grid-based crash prediction—application of a transparent deep hybrid modeling framework

(2022) Mohammad Tamim Kashifi et al.   NEURAL COMPUTING & APPLICATIONS

Predicting the travel mode choice with interpretable machine learning techniques: A comparative study

(2022) Mohammad Tamim Kashifi et al.   Travel Behaviour and Society

Injury severity prediction model for two-wheeler crashes at mid-block road sections

(2020) Anju K. Panicker et al.   INTERNATIONAL JOURNAL OF CRASHWORTHINESS

An eXtreme Gradient Boosting Method for Identifying the Factors Contributing to Crash/Near-Crash Events: A Naturalistic Driving Study

(2019) Saleh R Mousa et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

A comparative study on machine learning based algorithms for prediction of motorcycle crash severity

(2019) Lukuman Wahab et al.   PLoS One

Machine Learning for Severity Classification of Accidents Involving Powered Two Wheelers

(2019) Natalia Selini Hadjidimitriou et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Traffic accident severity prediction using a novel multi-objective genetic algorithm

(2017) Seyed Hessam-Allah Hashmienejad et al.   INTERNATIONAL JOURNAL OF CRASHWORTHINESS

Modeling Safety Effects of Horizontal Curve Design on Injury Severity of Single-Motorcycle Crashes with Mixed-Effects Logistic Model

(2017) Chunfu Xin et al.   TRANSPORTATION RESEARCH RECORD

Injury Severity of Motorcycle Riders Involved in Traffic Crashes in Hunan, China: A Mixed Ordered Logit Approach

(2016) Fangrong Chang et al.   International Journal of Environmental Research and Public Health

PREDICTION FOR TRAFFIC ACCIDENT SEVERITY: COMPARING THE ARTIFICIAL NEURAL NETWORK, GENETIC ALGORITHM, COMBINED GENETIC ALGORITHM AND PATTERN SEARCH METHODS

(2012) Mehmet Metin Kunt et al.   Transport

Comparison of Severity of Motorcyclist Injury by Crash Types

(2012) William H. Schneider et al.   TRANSPORTATION RESEARCH RECORD

Analysis of Motorcycle Crashes in Texas with Multinomial Logit Model

(2012) Srinivas Reddy Geedipally et al.   TRANSPORTATION RESEARCH RECORD

Death by Motorcycle: Background, Behavioral, and Situational Correlates of Fatal Motorcycle Collisions*,†

(2011) Samuel Nunn   JOURNAL OF FORENSIC SCIENCES

Modelling motorcyclist injury severity by various crash types at T-junctions in the UK

(2007) Chih-Wei Pai et al.   SAFETY SCIENCE