A hybrid of Random Forest and Deep Auto-Encoder with support vector regression methods for accuracy improvement and uncertainty reduction of long-term streamflow prediction
Mahdi Abbasi, Ashkan Farokhnia, Masoud Bahreinimotlagh, Reza Roozbahani
Topics & Concepts
StreamflowSupport vector machineRandom forestRegressionMean squared errorPrincipal component analysisLinear regressionMathematicsRegression analysisStatisticsTerm (time)Computer scienceArtificial intelligenceDrainage basinQuantum mechanicsPhysicsGeographyCartographyHydrological Forecasting Using AIHydrology and Watershed Management StudiesHydrology and Sediment Transport Processes