Super ensemble learning for daily streamflow forecasting: large-scale demonstration and comparison with multiple machine learning algorithms
Hristos Tyralis, Georgia Papacharalampous, Andreas Langousis
Topics & Concepts
Machine learningEnsemble learningArtificial intelligenceComputer scienceRandom forestAlgorithmExponential smoothingEnsemble forecastingSupport vector machineSmoothingRegressionArtificial neural networkLinear regressionLasso (programming language)Time seriesAutoregressive integrated moving averageSupervised learningElastic net regularizationDecision treeLinear predictionGradient boostingRegression analysisBootstrap aggregatingLinear modelAutoregressive modelHydrological Forecasting Using AIMeteorological Phenomena and SimulationsData Stream Mining Techniques