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...
| Published in: | Heliyon |
|---|---|
| Main Authors: | Muhamad Nur Adli Zakaria, Ali Najah Ahmed, Marlinda Abdul Malek, Ahmed H. Birima, Md Munir Hayet Khan, Mohsen Sherif, Ahmed Elshafie |
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2023-07-01
|
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2405844023048971 |
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