Non-Linear Input Variable Selection Approach Integrated With Non-Tuned Data Intelligence Model for Streamflow Pattern Simulation

Non-Linear Input Variable Selection Approach Integrated With Non-Tuned Data Intelligence Model for Streamflow Pattern Simulation

Streamflow modeling is considered as an essential component for water resources planning and management. There are numerous challenges related to streamflow prediction that are facing water resources engineers. These challenges due to the complex processes associated with several natural variables s...

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Bibliographic Details
Main Authors: Sinan Jasim Hadi, S. I. Abba, Saad Sh. Sammen, Sinan Q. Salih, Nadhir Al-Ansari, Zaher Mundher Yaseen
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Correlated variables
non-linear XGB approach
extreme learning machine
streamflow simulation
Online Access:https://ieeexplore.ieee.org/document/8847387/

Internet

https://ieeexplore.ieee.org/document/8847387/

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