Application of artificial intelligence algorithms for hourly river level forecast: A case study of Muda River, Malaysia

Disasters; Flood control; Fuzzy inference; Fuzzy neural networks; Fuzzy systems; Membership functions; Network layers; Rivers; Sensitivity analysis; Uncertainty analysis; Water levels; Weather forecasting; Adaptive neuro-fuzzy inference; Adaptive neuro-fuzzy inference system, multi-layer perceptron...

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Bibliographic Details
Main Authors: Nur Adli Zakaria M., Abdul Malek M., Zolkepli M., Najah Ahmed A.
Other Authors: 57222347567
Format: Article
Published: Elsevier B.V. 2023
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Summary:Disasters; Flood control; Fuzzy inference; Fuzzy neural networks; Fuzzy systems; Membership functions; Network layers; Rivers; Sensitivity analysis; Uncertainty analysis; Water levels; Weather forecasting; Adaptive neuro-fuzzy inference; Adaptive neuro-fuzzy inference system, multi-layer perceptron neural network; Flood forecasting; Leadtime; Malaysia; Multilayer perceptrons neural networks (MLPs); Neuro-fuzzy inference systems; River levels; River water; Short-term forecasting; Floods