Journal of Transportation Infrastructure Engineering

Keywords = Machine Learning

Predicting Pavement Functional Performance Using Machine Learning: A Case Study of the International Roughness Index

Volume 11, Issue 4, March 2026, Pages 1-26

10.22075/jtie.2026.39731.1747

masoud yekekhani; Amir Golroo; Fereidoon Moghadas Nejad

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PDF 1.35 M

Development of Pavement Distress Severity and Density Prediction Models Using Machine Learning

Volume 11, Issue 4, March 2026, Pages 79-106

10.22075/jtie.2025.39921.1749

Mohammad Sedighian-Fard; Amir Golroo; Hananeh Dehghan Tezerjani

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PDF 1.19 M

Data-Driven Estimation of Rheological Behavior of Asphalt Mixture Using the K-Nearest Neighbors Algorithm

Volume 11, Issue 3, November 2025, Pages 117-136

10.22075/jtie.2025.39733.1746

Mojtaba Khodadadi; Mohammad Esmaily; Hoseein Pahlevany Fard; Mohammad Hoseein Shirmohammadi; Alireza Rashidinejad; Mahmoud Ghelichkhan; Abolfazl Kheirkhah

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PDF 1.37 M

Predicting Pavement Functional Performance Using Machine Learning: A Case Study of the International Roughness Index

Development of Pavement Distress Severity and Density Prediction Models Using Machine Learning

Data-Driven Estimation of Rheological Behavior of Asphalt Mixture Using the K-Nearest Neighbors Algorithm

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