Probabilistic prediction of uniaxial compressive strength for rocks from sparse data using Bayesian Gaussian process regression with Synthetic Minority Oversampling Technique (SMOTE)
Chao Song, Tengyuan Zhao, Xu Ling, Xiaolin Huang
Topics & Concepts
Compressive strengthOversamplingCompressed sensingKrigingGaussian processGround-penetrating radarBayesian probabilityComputer scienceGaussianAlgorithmSynthetic dataPattern recognition (psychology)MathematicsData miningArtificial intelligenceMachine learningRadarMaterials scienceQuantum mechanicsPhysicsComputer networkTelecommunicationsBandwidth (computing)Composite materialRock Mechanics and ModelingHydraulic Fracturing and Reservoir AnalysisMineral Processing and Grinding