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A runoff prediction method based on hyperparameter optimisation of a kernel extreme learning machine with multi-step decomposition
To improve the accuracy of runoff forecasting, a combined forecasting model is established by using the kernel extreme learning machine (KELM) algorithm optimised by the butterfly optimisation algorithm (BOA), combined with the variational modal decomposition method (VMD) and the complementary ensem...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10630425/ https://www.ncbi.nlm.nih.gov/pubmed/37935789 http://dx.doi.org/10.1038/s41598-023-46682-z |