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cs.LG2024★ 1 cited
A Transformer variant for multi-step forecasting of water level and hydrometeorological sensitivity analysis based on explainable artificial intelligence technology
Mingyu Liu, Nana Bao, Xingting Yan +2
Understanding the combined influences of meteorological and hydrological factors on water level and flood events is essential, particularly in today's changing climate environments…
cs.LG2023
Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application
Ziqian Zhang, Nana Bao, Xingting Yan +3
Various time variant non-stationary signals need to be pre-processed properly in hydrological time series forecasting in real world, for example, predictions of water level. Decomp…