A gradient boosting approach to understanding airport runway and taxiway pavement deterioration
Understanding airfield pavement deterioration is essential for airport asset management to
ensure safe and efficient airport operations. This paper employs Gradient Boosting Machine …
ensure safe and efficient airport operations. This paper employs Gradient Boosting Machine …
[HTML][HTML] Planning maintenance and rehabilitation activities for airport pavements: A combined supervised machine learning and reinforcement learning approach
Abstract Maintenance and Rehabilitation (M&R) of airport pavement assets involves
considerable financial resources. As such, even modest improvement in M&R activity …
considerable financial resources. As such, even modest improvement in M&R activity …
Machine learning based pavement performance prediction for data-driven decision of asphalt pavement overlay
This study is to develop pavement performance models using support vector regression and
ensemble machine learning methods for selection of pavement overlay strategy. Predictive …
ensemble machine learning methods for selection of pavement overlay strategy. Predictive …
[PDF][PDF] International Journal of Transportation Science and Technology
L Barua, B Zou - 2021 - academia.edu
abstract Maintenance and Rehabilitation (M&R) of airport pavement assets involves
considerable financial resources. As such, even modest improvement in M&R activity …
considerable financial resources. As such, even modest improvement in M&R activity …