Enhanced Prediction and Uncertainty Modeling of Pavement Roughness Using Machine Learning and Conformal Prediction

Enhanced Prediction and Uncertainty Modeling of Pavement Roughness Using Machine Learning and Conformal Prediction

Pavement performance models are considered a key element in pavement management systems since they can predict the future condition of pavements using historical data. Several indicators are used to evaluate the condition of pavements (such as the pavement condition index, rutting depth, and crackin...

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Bibliographic Details
Main Authors: Sadegh Ghavami, Hamed Naseri, Farzad Safi Jahanshahi
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Infrastructures
Subjects:
international roughness index
ensemble learning
conformal prediction interval
uncertainty
gray relational analysis
Online Access:https://www.mdpi.com/2412-3811/10/7/166
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