Safety Science · 2019 · 335 citations · 46 references
EngineeringCivil EngineeringGeological EngineeringMachine LearningPredictive AnalyticsSlope StabilityFailure AnalysisFailure CriteriaFailure TheoriesFault DetectionSlope AnalysisSlope Failure MechanismsFailure PredictionGradient BoostingGradient Boosting TreesSlope Failure AnalysisStability Prediction
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Greedy function approximation: A gradient boosting machine.
Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text
XGBoost: A Scalable Tree Boosting System
arXiv (Cornell University) · 2016 · 7.1K citations · Full text