CNN model outperforms standard machine learning in predicting pavement condition values from multiple distress indicators and road work history.
A statistical deterioration forecasting method using hidden markov model for infrastructure management.Transportation Research Part B: Methodological, 46(4):544–561, 2012
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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.