Data-driven prediction of thermal conductivity of soil using advanced computational schemes
Reza Soleimani, Raouf Hassan, Ziba Behtouei, Alireza Baghban
Topics & Concepts
InterpretabilityComputer scienceSupport vector machineResidualRandom forestArtificial intelligenceArtificial neural networkConvolutional neural networkGaussian processFeature (linguistics)Machine learningKrigingThermal conductivityGaussianLinear regressionRegressionPredictive modellingProcess (computing)Feature selectionGradient boostingRegression analysisPattern recognition (psychology)Feature vectorStatistical modelAlgorithmEnsemble learningDecision treeThermalStatistical learningEnsemble forecastingOverfittingDeep learningComputational complexity theoryLinear predictionLinear modelSoil and Unsaturated FlowGeothermal Energy Systems and ApplicationsLandslides and related hazards