Analysis of Road Traffic Crash Severity Through Machine Learning on Indian Highways

• Published in: Journal of the Eastern Asia Society for Transportation Studies Vol. 15; pp. 3228 - 3244
• Main Authors: GARG, Tanishq, CHATTERJEE, Sudipa, MAITRA, Bhargab
• Format: Journal Article
• Language: English
• Published: Eastern Asia Society for Transportation Studies 2024
• Subjects: artificial neural network; crash severity; feature importance; hierarchical clustering; low- and middle-income countries

Fatal crash comes with a huge cost of person loss besides vehicle, goods, and property damage which impacts the overall economy of the country. Therefore, there is a need to identify factors responsible for the high severity of crashes, especially for low and middle countries. Numerous studies have...