Classification-Based Regression Models for Prediction of the Mechanical Properties of Roller-Compacted Concrete Pavement

Classification-Based Regression Models for Prediction of the Mechanical Properties of Roller-Compacted Concrete Pavement

In the field of pavement engineering, the determination of the mechanical characteristics is one of the essential processes for reliable material design and highway sustainability. Early determination of the mechanical characteristics of pavement is essential for road and highway construction and ma...

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Bibliographic Details
Main Authors: Ali Ashrafian, Mohammad Javad Taheri Amiri, Parisa Masoumi, Mahsa Asadi-shiadeh, Mojtaba Yaghoubi-chenari, Amir Mosavi, Narjes Nabipour
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Applied Sciences
Subjects:
roller-compacted concrete pavement
classification-regression models
feature selection
mechanical properties
machine learning
Monte-Carlo uncertainty
Online Access:https://www.mdpi.com/2076-3417/10/11/3707

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