Exploring machine learning algorithms for accurate water level forecasting in Muda river, Malaysia

Accurate water level prediction for both lake and river is essential for flood warning and freshwater resource management. In this study, three machine learning algorithms: multi-layer perceptron neural network (MLP-NN), long short-term memory neural network (LSTM) and extreme gradient boosting XGBo...

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Detalles Bibliográficos
Autores principales: Adli Zakaria, Muhamad Nur, Ahmed, Ali Najah, Abdul Malek, Marlinda, Birima, Ahmed H., Hayet Khan, Md Munir, Sherif, Mohsen, Elshafie, Ahmed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10344711/
https://www.ncbi.nlm.nih.gov/pubmed/37456046
http://dx.doi.org/10.1016/j.heliyon.2023.e17689

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