Computer-Aided Civil and Infrastructure Engineering · 2024 · 27 citations · 41 references
ComputingCivil EngineeringComputer ScienceFeature EngineeringMachine LearningUncertainty QuantificationOptimization For Machine LearningTunnel DesignTunnelingData DistributionData Distribution AnalysisData Distribution StrategiesEarth Pressure Balance TunnelingGround ConditioningMechanized TunnelingShield TunnelingSoil Conditioning
41
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 global k-means clustering algorithm
Aristidis Likas, Nikos Vlassis, Jakob Verbeek · Pattern Recognition · 2002 · 3.7K citations · Full text
Principal components analysis (PCA)
Andrzej Maćkiewicz, Waldemar Ratajczak · Computers & Geosciences · 1993 · 1.6K citations