Analyzing the severity of distracted driving crashes on horizontal curves of rural highways: A hybrid approach of boosting-based ensemble machine learning and discrete choice methods

Analyzing the severity of distracted driving crashes on horizontal curves of rural highways: A hybrid approach of boosting-based ensemble machine learning and discrete choice methods

Distracted driving crashes seriously threaten road safety, particularly on rural two-lane undivided (RTU) highways where horizontal curves can present additional challenges for drivers. This study uniquely investigates distraction-related single-vehicle crashes on horizontal curves of RTU highways u...

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Bibliographic Details
Main Authors: Morteza Safari, Meysam Effati, Mahyar Arabani
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Transportation Research Interdisciplinary Perspectives
Subjects:
Distracted driving
Horizontal curve
Crash severity
Boosting-based ensemble models
Mixed logit
Online Access:http://www.sciencedirect.com/science/article/pii/S2590198225002210
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