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A. Grigorev

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#machine learning Preprint Jul 2026

Proactive Road Safety Intervention in Australia: Predicting Risky Driving Hotspots from Connected Vehicle Data

Road safety monitoring has historically been reactive, relying on crash-record analysis after fatalities and injuries have already occurred. Proactive identification of high-risk locations and dangerous driving behaviour before incidents occur is a critical but underexplored challenge. This paper addresses this gap usi...

Adriana-Simona Mihaita, C. Cheung, A. Grigorev et al. · 0 citations

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