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Ensemble learning using multivariate variational mode decomposition based on the Transformer for multi-step-ahead streamflow forecasting

Jinjie Fang, Linshan Yang, Xiaohu Wen, Haijiao Yu, Weide Li, Jan Adamowski, Rahim Barzegar

2024Journal of Hydrology53 citationsDOI

Topics & Concepts

StreamflowMultivariate statisticsTransformerComputer scienceEnsemble learningArtificial intelligenceMathematicsEconometricsMachine learningGeographyEngineeringDrainage basinCartographyElectrical engineeringVoltageEnergy Load and Power ForecastingHydrological Forecasting Using AITime Series Analysis and Forecasting
Ensemble learning using multivariate variational mode decomposition based on the Transformer for multi-step-ahead streamflow forecasting | Litcius