Big Data Analytics with the Multivariate Adaptive Regression Splines to Analyze Key Factors Influencing Accident Severity in Industrial Zones of Thailand: A Study on Truck and Non-Truck Collisions

Big Data Analytics with the Multivariate Adaptive Regression Splines to Analyze Key Factors Influencing Accident Severity in Industrial Zones of Thailand: A Study on Truck and Non-Truck Collisions

Machine learning currently holds a vital position in predicting collision severity. Identifying factors associated with heightened risks of injury and fatalities aids in enhancing road safety measures and management. Presently, Thailand faces considerable challenges with respect to road traffic acci...

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Bibliographic Details
Main Authors: Manlika Seefong, Panuwat Wisutwattanasak, Chamroeun Se, Kestsirin Theerathitichaipa, Sajjakaj Jomnonkwao, Thanapong Champahom, Vatanavongs Ratanavaraha, Rattanaporn Kasemsri
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Big Data and Cognitive Computing
Subjects:
big data analysis
severity of accidents
trucks
non-trucks
road safety
multivariate adaptive regression splines
Online Access:https://www.mdpi.com/2504-2289/7/3/156

Internet

https://www.mdpi.com/2504-2289/7/3/156

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