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Comparison of LSTM network, neural network and support vector regression coupled with wavelet decomposition for drought forecasting in the western area of the DPRK

Yong‐Sik Ham, Kyong-Bok Sonu, Un-Sim Paek, Kum‐Chol Om, Sang‐Il Jong, Kum‐Ryong Jo

2022Natural Hazards21 citationsDOI

Topics & Concepts

Mean squared errorWaveletStatisticsHaar waveletMathematicsSupport vector machineArtificial neural networkRegressionWavelet transformDiscrete wavelet transformComputer scienceArtificial intelligenceHydrology and Drought AnalysisClimate variability and modelsHydrological Forecasting Using AI
Comparison of LSTM network, neural network and support vector regression coupled with wavelet decomposition for drought forecasting in the western area of the DPRK | Litcius