Materials Today Communications · 2024 · 20 citations · 69 references
ComputingComputer ScienceMaterials ScienceBuilding MaterialsMachine LearningOptimizationCementitious MaterialsCompressive PropertiesConcrete MaterialsConcrete TechnologyExplainable Machine LearningOptimization For Machine LearningCompressive ModulusCompressive SensingCompressive StrengthCompressive Strength DevelopmentConcrete Compressive StrengthShapley OperatorShapley Value Explanations
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Greedy function approximation: A gradient boosting machine.
Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text
From local explanations to global understanding with explainable AI for trees
Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text
Hajime Okamura, Masahiro Ouchi · Journal of Advanced Concrete Technology · 2003 · 1.8K citations · Full text