A novel stabilized artificial neural network model enhanced by variational mode decomposing

A novel stabilized artificial neural network model enhanced by variational mode decomposing

Existing artificial neural networks (ANNs) have attempted to efficiently identify underlying patterns in environmental series, but their structure optimization needs a trial-and-error process or an external optimization effort. This makes ANNs time consuming and more complex to be applied in practic...

Full description

Bibliographic Details
Main Authors: Ali Danandeh Mehr, Sadra Shadkani, Laith Abualigah, Mir Jafar Sadegh Safari, Hazem Migdady
Format: Article
Language:English
Published: Elsevier 2024-07-01
Series:Heliyon
Subjects:
Drought
Forecasting
ANN
Stabilizer
Signal decomposition
Variation mode decomposition
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024101739

Internet

http://www.sciencedirect.com/science/article/pii/S2405844024101739

Similar Items