Enhancing robustness of monthly streamflow forecasting model using gated recurrent unit based on improved grey wolf optimizer

Binary Grey Wolf Optimization-Regularized Extreme Learning Machine Wrapper Coupled with the Boruta Algorithm for Monthly Streamflow Forecasting

Water Resources Management ◽

10.1007/s11269-021-02770-1 ◽

2021 ◽

Vol 35 (3) ◽

pp. 1029-1045 ◽

Cited By ~ 2

Author(s):

Jihong Qu ◽

Kun Ren ◽

Xiaoyu Shi

Keyword(s):

Extreme Learning Machine ◽

Grey Wolf ◽

Streamflow Forecasting ◽

Grey Wolf Optimization ◽

Monthly Streamflow ◽

Learning Machine ◽

Boruta Algorithm ◽

Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm

Journal of Hydrology ◽

10.1016/j.jhydrol.2019.124435 ◽

2020 ◽

Vol 582 ◽

pp. 124435 ◽

Cited By ~ 18

Author(s):

Yazid Tikhamarine ◽

Doudja Souag-Gamane ◽

Ali Najah Ahmed ◽

Ozgur Kisi ◽

Ahmed El-Shafie

Keyword(s):

Artificial Intelligence ◽

Grey Wolf ◽

Streamflow Forecasting ◽

Grey Wolf Optimization ◽

Monthly Streamflow ◽

Intelligence Models ◽

Artificial Intelligence Models ◽

2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) ◽

Improved Grey Wolf Optimizer Algorithm for PIDF Controller for AGC of Multi-Area Multi-Source Interconnected Power System

10.1109/i2cacis52118.2021.9495884 ◽

2021 ◽

Author(s):

Faeq J. Zwayyer ◽

Afaneen A. Abood ◽

Jasim F. Hussein

Keyword(s):

Power System ◽

Grey Wolf Optimizer ◽

Grey Wolf ◽

Interconnected Power System ◽

Monthly streamflow forecasting using Gaussian Process Regression

Journal of Hydrology ◽

10.1016/j.jhydrol.2014.01.023 ◽

2014 ◽

Vol 511 ◽

pp. 72-81 ◽

Cited By ~ 98

Author(s):

Alexander Y. Sun ◽

Dingbao Wang ◽

Xianli Xu

Keyword(s):

Gaussian Process ◽

Gaussian Process Regression ◽

Streamflow Forecasting ◽

Monthly Streamflow ◽

Optimal Overcurrent Relays Coordination using an Improved Grey Wolf Optimizer

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2018.091118 ◽

2018 ◽

Vol 9 (11) ◽

Author(s):

Noor Zaihah Jamal ◽

Mohd Herwan ◽

Omar Aliman ◽

Zuriani Mustaffa

Keyword(s):

Grey Wolf Optimizer ◽

Grey Wolf ◽

Overcurrent Relays ◽

Monthly streamflow forecasting using continuous wavelet and multi-gene genetic programming combination

Journal of Hydrology ◽

10.1016/j.jhydrol.2018.04.036 ◽

2018 ◽

Vol 561 ◽

pp. 674-687 ◽

Cited By ~ 25

Author(s):

Sinan Jasim Hadi ◽

Mustafa Tombul

Keyword(s):

Genetic Programming ◽

Continuous Wavelet ◽

Streamflow Forecasting ◽

Monthly Streamflow ◽

Monthly streamflow forecasting using artificial intelligence approach: a case study in a semi-arid region of India

Arabian Journal of Geosciences ◽

10.1007/s12517-021-08778-6 ◽

2021 ◽

Vol 14 (22) ◽

Author(s):

Priyanka Sharma ◽

Dnyaneshwar Madane ◽

S. R. Bhakar ◽

Survey D. Sharma

Keyword(s):

Artificial Intelligence ◽

Arid Region ◽

Streamflow Forecasting ◽

Monthly Streamflow ◽

Semi Arid Region ◽

Intelligence Approach ◽

Artificial Intelligence Approach ◽

Semi Arid ◽

Advances in Intelligent Systems and Computing - Soft Computing for Problem Solving ◽

Improved Grey Wolf Optimizer Based on Opposition-Based Learning

10.1007/978-981-13-1595-4_26 ◽

2018 ◽

pp. 327-338 ◽

Cited By ~ 2

Author(s):

Shubham Gupta ◽

Kusum Deep

Keyword(s):

Grey Wolf Optimizer ◽

Grey Wolf ◽

Opposition Based Learning ◽

Monthly streamflow forecasting using neuro-wavelet techniques and input analysis

Hydrological Sciences Journal ◽

10.1080/02626667.2018.1552788 ◽

2018 ◽

Vol 63 (15-16) ◽

pp. 2060-2075 ◽

Cited By ~ 7

Author(s):

André Gustavo da Silva Melo Honorato ◽

Gustavo Barbosa Lima da Silva ◽

Celso Augusto Guimarães Santos

Keyword(s):

Streamflow Forecasting ◽

Monthly Streamflow ◽

Wavelet Techniques ◽

Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569) ◽

Multi-step-ahead monthly streamflow forecasting by a neurofuzzy network model

10.1109/nafips.2001.944740 ◽

2002 ◽

Cited By ~ 6

Author(s):

R. Ballini ◽

S. Soares ◽

M.G. Andrade

Keyword(s):

Network Model ◽

Streamflow Forecasting ◽

Monthly Streamflow ◽