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Improving the prediction accuracy of river inflow using two data pre-processing techniques coupled with data-driven model

River inflow prediction plays an important role in water resources management and power-generating systems. But the noises and multi-scale nature of river inflow data adds an extra layer of complexity towards accurate predictive model. To overcome this issue, we proposed a hybrid model, Variational...

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Bibliographische Detailangaben
Veröffentlicht in:PeerJ
Hauptverfasser: Nazir, Hafiza Mamona, Hussain, Ijaz, Faisal, Muhammad, Elashkar, Elsayed Elsherbini, Shoukry, Alaa Mohamd
Format: Artigo
Sprache:Inglês
Veröffentlicht: PeerJ Inc. 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6921981/
https://ncbi.nlm.nih.gov/pubmed/31871832
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.8043
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