Automation in Construction · 2019 · 219 citations · 44 references
ComputingComputer ScienceConstruction ManagementConstruction EngineeringMachine LearningPredictive AnalyticsAccident PreventionConstruction Safety EngineeringData PreprocessingOccupational SafetyPredictive ModelingRisk PredictionAccident ClassificationMachine Learning For Incident ClassificationMachine Learning In ConstructionMachine Learning Risk ModelsMachine Learning-based Hazard ClassificationOccupational AccidentsPredictive Model AssessmentPredictive Safety Analytics
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
SMOTE: Synthetic Minority Over-sampling Technique
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text
An introduction to ROC analysis
Tom Fawcett · Pattern Recognition Letters · 2005 · 21.3K citations
Classification and Regression by randomForest
Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations
A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection
Ron Kohavi · 1995 · 10.7K citations · Full text