Comparison of Bayesian, k-Nearest Neighbor and Gaussian process regression methods for quantifying uncertainty of suspended sediment concentration prediction
Aboalhasan Fathabadi, Seyed Morteza Seyedian, Arash Malekian
Topics & Concepts
KrigingBayesian probabilityGaussian processPrediction intervalInterval (graph theory)StatisticsRegressionChannel (broadcasting)k-nearest neighbors algorithmFlow (mathematics)Threshold modelGaussianSoil scienceMathematicsEnvironmental scienceComputer scienceArtificial intelligencePhysicsGeometryQuantum mechanicsComputer networkCombinatoricsHydrology and Watershed Management StudiesHydrology and Sediment Transport ProcessesHydrological Forecasting Using AI