Machine Learning for Prediction of the International Roughness Index on Flexible Pavements: A Review, Challenges, and Future Directions

Machine Learning for Prediction of the International Roughness Index on Flexible Pavements: A Review, Challenges, and Future Directions

Timely maintenance of road pavements is crucial to ensure optimal performance. The accurate prediction of trends in pavement defects enables more efficient allocation of funds, leading to a safer, higher-quality road network. This article systematically reviews machine learning (ML) models for predi...

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Bibliographic Details
Main Authors: Tiago Tamagusko, Adelino Ferreira
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Infrastructures
Subjects:
machine learning
pavement performance prediction
international roughness index
predictive modeling
pavement condition assessment
state-of-the-art
Online Access:https://www.mdpi.com/2412-3811/8/12/170

Internet

https://www.mdpi.com/2412-3811/8/12/170

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