Hybrid machine learning model based on feature decomposition and entropy optimization for higher accuracy flood forecasting

Hybrid machine learning model based on feature decomposition and entropy optimization for higher accuracy flood forecasting

The advancement of machine learning model has widely been adopted to provide flood forecast. However, the model must deal with the challenges to determine the most important features to be used in in flood forecast with high-dimensional non-linear time series when involving data from various station...

Full description

Bibliographic Details
Main Authors: Nazli Mohd Khairudin, Norwati Mustapha, Teh Noranis Mohd Aris, Maslina Zolkepli
Format: Article
Language:English
Published: Universitas Ahmad Dahlan 2024-02-01
Series:IJAIN (International Journal of Advances in Intelligent Informatics)
Subjects:
discrete wavelet transform
empirical mode decomposition
ensemble emd
entropy
mutual information
Online Access:http://ijain.org/index.php/IJAIN/article/view/1130

Internet

http://ijain.org/index.php/IJAIN/article/view/1130

Similar Items