Litcius/Paper detail

An improved extreme gradient boosting approach to vehicle speed prediction for construction simulation of earthwork

Fei Lv, Jiajun Wang, Bo Cui, Jia Yu, Jiaen Sun, 张军 Zhang Jun

2020Automation in Construction35 citationsDOI

Topics & Concepts

EarthworksScheduleBoosting (machine learning)Simulation modelingScheduling (production processes)Computer scienceConstruct (python library)EngineeringSimulationArtificial intelligenceMathematicsOperating systemGeotechnical engineeringMathematical economicsOperations managementProgramming languageInfrastructure Maintenance and MonitoringTraffic Prediction and Management TechniquesAsphalt Pavement Performance Evaluation