B.M. Assaduzzaman

Predicting Urban Bus Crash Injury Severity in Imbalanced Datasets Using Optimised Machine Learning

This study analysed police-reported bus crash data in Dhaka City, Bangladesh from 2015 to 2022, highlighting the significant class imbalance between fatal and non-fatal incidents that challenges traditional machine learning approaches. To address this gap, this study evaluated six ensemble frameworks combining tree-bas...