Enhancing road safety with machine learning: Current advances and future directions in accident prediction using non-visual data

Author:

Chai Albe Bing ZheORCID,Lau Bee Theng,Tee Mark Kit Tsun,McCarthy Chris

Funder

Swinburne University of Technology - Sarawak Campus

Publisher

Elsevier BV

Reference116 articles.

1. Explainable artificial intelligence in transport Logistics: risk analysis for road accidents;Abdulrashid;Transp Res E Logist Transp Rev,2024

2. Improving traffic accident severity prediction using MobileNet transfer learning model and SHAP XAI technique;Aboulola;PLoS One,2024

3. Comparison of machine learning algorithms for predicting traffic accident severity;Almamlook,2019

4. Highway accident severity prediction for optimal resource allocation of emergency vehicles and personnel;Alnami,2021

5. Comparison of multivariate regression models and artificial neural networks for prediction highway traffic accidents in Spain: a case study;Alqatawna;Transport. Res. Procedia,2021

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