CNN model outperforms standard machine learning in predicting pavement condition values from multiple distress indicators and road work history.
Pavement deterioration model incorporating unobserved heterogeneity for optimal life-cycle rehabilitation policy.Journal of Infrastructure Systems, 21 (1):04014027, 2015
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Deep learning-based pavement performance modeling using multiple distress indicators and road work history
CNN model outperforms standard machine learning in predicting pavement condition values from multiple distress indicators and road work history.