Large-scale Pavement Crack Evaluation and Prediction using a Novel Spatial Machine Learning Approach

This study introduces a geocomplexity-enhanced machine learning (GML) model that integrates spatial methodologies to uncover influencing factors of crack severity obtained from human inspection and laser scanning. These two aspects, representing existing surface crack condition, are then integrated...

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Bibliographic Details
Main Author: Chen, Chunjiang
Format: Thesis
Published: Curtin University 2025
Online Access:http://hdl.handle.net/20.500.11937/97702