CNN model outperforms standard machine learning in predicting pavement condition values from multiple distress indicators and road work history.
Transition probability matrices for flexible pavement deterioration models with half-year cycle time.International Journal of Civil Engineering, 16(9):1045–1056
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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.