Identifying accident prone areas and factors influencing the severity of crashes using machine learning and spatial analyses.

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第一作者： Yegane,Khosravi

第一单位： Department of Surveying Engineering, Faculty of Civil Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran.

作者： Yegane,Khosravi ^[1] ; Farhad,Hosseinali ^[2] ; Mostafa,Adresi ^[3]

作者单位： Department of Surveying Engineering, Faculty of Civil Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran. ^[1] Department of Surveying Engineering, Faculty of Civil Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran. f.hosseinali@sru.ac.ir. ^[2] Department of Geotechnics and Water Engineering, Faculty of Civil Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran. m.adresi@sru.ac.ir. ^[3]

关键词 Accident hotspots Classification Clustering Intelligent transportation systems Machine learning Severity prediction

DOI 10.1038/s41598-024-81121-7

PMID 39617754

发布时间 2024-12-01

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