Bayesian optimization based random forest and extreme gradient boosting for the pavement density prediction in GPR detection
Yifang Chen, Feng Li, Siqi Zhou, Xiao Zhang, Song Zhang, Qiang Zhang, Yijie Su
Topics & Concepts
Ground-penetrating radarRandom forestBoosting (machine learning)DielectricRadarBayesian probabilityGradient boostingAggregate (composite)Computer scienceAlgorithmRemote sensingEnvironmental scienceMachine learningArtificial intelligenceEngineeringMaterials scienceGeologyElectrical engineeringComposite materialTelecommunicationsGeophysical Methods and ApplicationsInfrastructure Maintenance and MonitoringNon-Destructive Testing Techniques