Predicting pavement condition index based on the utilization of machine learning techniques: A case study

Predicting pavement condition index based on the utilization of machine learning techniques: A case study

Pavement management systems (PMS) are used by transportation government agencies to promote sustainable development and to keep road pavement conditions above the minimum performance levels at a reasonable cost. To accomplish this objective, the pavement condition is monitored to predict deteriorati...

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Bibliographic Details
Main Authors: Abdualmtalab Abdualaziz Ali, Abdalrhman Milad, Amgad Hussein, Nur Izzi Md Yusoff, Usama Heneash
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-09-01
Series:Journal of Road Engineering
Subjects:
Pavement condition index
Pavement distresses
Machine learning
Artificial neural network
Multiple linear regression
Online Access:http://www.sciencedirect.com/science/article/pii/S2097049823000422

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http://www.sciencedirect.com/science/article/pii/S2097049823000422

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