A gradient boosting approach to understanding airport runway and taxiway pavement deterioration
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DOI: 10.1080/10298436.2020.1714616
Abstract: ABSTRACT Understanding airfield pavement deterioration is essential for airport asset management to ensure safe and efficient airport operations. This paper employs Gradient Boosting Machine (GBM) – a machine learning method – to investigate the contributions… read more here.
Keywords: deterioration; pavement deterioration; taxiway pavement; gradient boosting ... See more keywords