Asian Journal of Civil Engineering · 2023 · 29 citations · 40 references
EngineeringCivil EngineeringMaterials EngineeringBuilding MaterialsConstruction EngineeringMachine LearningCompressive PropertiesConcrete ConstructionConcrete MaterialsConcrete TechnologyPattern RecognitionSupervised LearningCompressive StrengthCompressive Strength TestingConcrete Compressive StrengthConcrete StrengthMachine Learning In Construction
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Greedy function approximation: A gradient boosting machine.
Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text
The strength of weak learnability
Robert E. Schapire · Machine Learning · 1990 · 2.5K citations · Full text
Cost-sensitive boosting for classification of imbalanced data
Yanmin Sun, Mohamed S. Kamel, Andrew K. C. Wong et al. · Pattern Recognition · 2007 · 1.4K citations
Computing, Data Science, Data Mining +13