Evaluating the Performance of Several Data Preprocessing Methods Based on GRU in Forecasting Monthly Runoff Time Series
Wenchuan Wang, Yu-jin Du, Kwok‐wing Chau, Chun-Tian Cheng, Dongmei Xu, Wen-Tao Zhuang
Topics & Concepts
Data pre-processingPreprocessorData miningComputer scienceTime seriesHilbert–Huang transformSurface runoffArtificial intelligenceMachine learningWhite noiseEcologyTelecommunicationsBiologyHydrological Forecasting Using AIEnergy Load and Power ForecastingHydrology and Watershed Management Studies