Explainable highway performance degradation prediction model based on LSTM

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations

International Roughness Index prediction model for flexible pavements

Nader Abdelaziz, Ragaa T. Abd El-Hakim, Sherif M. El-Badawy et al. · International Journal of Pavement Engineering · 2018 · 204 citations

Geotechnical Engineering, Highway Pavement, Pavements +13

Adaboost Algorithm in Artificial Intelligence for Optimizing the IRI Prediction Accuracy of Asphalt Concrete Pavement

Changbai Wang, Shuzhan Xu, Junxin Yang · Sensors · 2021 · 119 citations · Full text

An ensemble learning model for asphalt pavement performance prediction based on gradient boosting decision tree

Runhua Guo, Donglei Fu, Giuseppe Sollazzo · International Journal of Pavement Engineering · 2021 · 109 citations

Highway Pavement, International Roughness Index, Machine Learning +18

Automated decision making in highway pavement preventive maintenance based on deep learning

Jiale Li, Guohui Yin, Xuefei Wang et al. · Automation in Construction · 2021 · 105 citations

Artificial Intelligence, Highway Pavement, Engineering +9