Assessing the risk of traffic accidents in lisbon using a gradient boosting algorithm with a hybrid classification/regression approach

Traffic accidents significantly impact public health and economy through injuries, fatalities, and property damage. Effective emergency response planning requires sophisticated risk prediction tools with precise spatial and temporal resolution. While previous studies have assessed accident risk, the...

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Bibliographic Details
Main Authors: Nuno Alpalhão, Pedro Sarmento, Bruno Jardim, Miguel de Castro Neto
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Transportation Research Interdisciplinary Perspectives
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Online Access:http://www.sciencedirect.com/science/article/pii/S2590198225001745
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