Enhancing prediction and analysis of UK road traffic accident severity using AI: Integration of machine learning, econometric techniques, and time series forecasting in public health research

Enhancing prediction and analysis of UK road traffic accident severity using AI: Integration of machine learning, econometric techniques, and time series forecasting in public health research

This research project explored into the intricacies of road traffic accidents severity in the UK, employing a potent combination of machine learning algorithms, econometric techniques, and traditional statistical methods to analyse longitudinal historical data. Our robust analysis framework includes...

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Bibliographic Details
Main Authors: Md Abu Sufian, Jayasree Varadarajan, Mingbo Niu
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Heliyon
Subjects:
Machine learning
ARIMA
Winsorization
Explainable AI (XAI)
SHAP (Shapley Additive Explanations)
Public health
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402404578X

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http://www.sciencedirect.com/science/article/pii/S240584402404578X

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