Construction and Building Materials · 2023 · 28 citations · 37 references
EngineeringCivil EngineeringData ScienceMachine LearningOptimizationPavement EngineeringEnsemble LearningEnsemble MethodsPavement EvaluationPavement MaterialsPavement RoughnessSurface RoughnessPavement Roughness PredictionRoughnessRoughness MeasurementRoughness ModelingSensor Data ProcessingSequential Model SelectionSequential Model-based OptimizationSequential Optimization
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
Greedy function approximation: A gradient boosting machine.
Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text
James Bergstra, Daniel Yamins, David Cox · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · 2013 · 1.6K citations · Full text