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Modelling and Prediction of the International Roughness Index Using Machine Learning

European Modern Studies Journal
The International Roughness Index (IRI) is the global standard for measuring pavement roughness, but traditional IRI measurement using profilers is expensive and time-consuming. This study develops machine learning models to predict IRI values using readily available road inventory data from Kenya’s 2023 Road Inventory and Condition Survey. We analyzed
Eng. Kenneth O. Amollo   +2 more
openaire   +1 more source

Development of a crowdsourcing-based system for computing the international roughness index

International Journal of Pavement Engineering, 2022
Ahmadreza Mahmoudzadeh   +2 more
exaly  

A model for predicting the deterioration of the international roughness index

International Journal of Pavement Engineering, 2022
exaly  

A hybrid wavelet-optimally-pruned extreme learning machine model for the estimation of international roughness index of rigid pavements

International Journal of Pavement Engineering, 2022
Jong Wan Hu   +2 more
exaly  

INTERNATIONAL ROUGHNESS INDEX ESTIMATION METHOD AND SYSTEM

2022
ALLEVA LORENZO   +3 more
openaire   +1 more source

Development of a model for estimating International Roughness Index from pavement distresses

International Journal of Pavement Engineering, 2013
Ashoke Kumar Sarkar   +1 more
exaly  

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