Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: Long short-term memory

by Gorgij, Alireza Docheshmeh, Alizamir, Meysam, Kisi, Ozgur, Elshafie, Ahmed
Published 2022

Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam

by Rezaie-Balf, Mohammad, Naganna, Sujay Raghavendra, Kisi, Ozgur, El-Shafie, Ahmed
Published 2019

Covariance matrix adaptation evolution strategy for improving machine learning approaches in streamflow prediction

by Ikram, Rana Muhammad Adnan, Goliatt, Leonardo, Kisi, Ozgur, Trajkovic, Slavisa, Shahid, Shamsuddin
Published 2022

Multi-Reservoir System Optimization Based on Hybrid Gravitational Algorithm to Minimize Water-Supply Deficiencies

by Karami, Hojat, Farzin, Saeed, Jahangiri, Aylin, Ehteram, Mohammad, Kisi, Ozgur, El-Shafie, Ahmed
Published 2019

Prediction of Suspended Sediment Load Using Data-Driven Models

by Adnan, Rana Muhammad, Liang, Zhongmin, El-Shafie, Ahmed, Zounemat-Kermani, Mohammad, Kisi, Ozgur
Published 2019

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

by Tikhamarine, Yazid, Souag-Gamane, Doudja, Najah Ahmed, Ali, Kisi, Ozgur, El-Shafie, Ahmed
Published 2020

Optimization of energy management and conversion in the water systems based on evolutionary algorithms

by Karami, Hojat, Ehteram, Mohammad, Mousavi, Sayed-Farhad, Farzin, Saeed, Kisi, Ozgur, El-Shafie, Ahmed
Published 2019

Prediction of potential evapotranspiration using temperature-based heuristic approaches

by Muhammad Adnan, Rana, Heddam, Salim, Yaseen, Zaher Mundher, Shahid, Shamsuddin, Kisi, Ozgur, Li, Binquan
Published 2021

Improving significant wave height prediction using a neuro-fuzzy approach and marine predators algorithm.

by Ikram, Rana Muhammad Adnan, Cao, Xinyi, Sadeghifar, Tayeb, Kuriqi, Alban, Kisi, Ozgur, Shahid, Shamsuddin
Published 2023

Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models

by Darabi, Hamid, Mohamadi, Sedigheh, Karimidastenaei, Zahra, Kisi, Ozgur, Ehteram, Mohammad, ELShafie, Ahmed, Torabi Haghighi, Ali
Published 2021

Predictability performance enhancement for suspended sediment in rivers: Inspection of newly developed hybrid adaptive neuro-fuzzy model

by Muhammad Adnan, Rana, Yaseen, Zaher Mundher, Heddam, Salim, Shahid, Shamsuddin, Sadeghi-Niaraki, Aboalghasem, Kisi, Ozgur
Published 2022

Prediction of the discharge coefficient in compound broad-crested-weir gate by supervised data mining techniques

by Nouri, Meysam, Sihag, Parveen, Kisi, Ozgur, Mohammad Hemmati, Mohammad Hemmati, Shahid, Shamsuddin, Muhammad Adnan, Rana
Published 2022

Improving streamflow prediction using a new hybrid elm model combined with hybrid particle swarm optimization and grey wolf optimization

by Adnan, Rana Muhammad, R. Mostafa, Reham, Kisi, Ozgur, Yaseen, Zaher Mundher, Shahid, Shamsuddin, Zounemat-Kermani, Mohammad
Published 2021

A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem

by Ahmed, Ali Najah, Lam, To Van, Hung, Nguyen Duy, Thieu, Nguyen Van, Kisi, Ozgur, El-Shafie, Ahmed
Published 2021

Modeling significant wave heights for multiple time horizons using metaheuristic regression methods

by Ikram, Rana Muhammad Adnan, Cao, Xinyi, Parmar, Kulwinder Singh, Kisi, Ozgur, Shahid, Shamsuddin, Zounemat Kermani, Mohammad
Published 2023

The potential of a novel support vector machine trained with modified mayfly optimization algorithm for streamflow prediction

by Adnan, Rana Muhammad, Kisi, Ozgur, Mostafa, Reham R., Ahmed, Ali Najah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction

by Adnan Ikram, Rana Muhammad, Ewees, Ahmed A., Parmar, Kulwinder Singh, Yaseen, Zaher Mundher, Shahid, Shamsuddin, Kisi, Ozgur
Published 2022

Development of new machine learning model for streamflow prediction: case studies in Pakistan

by Muhammad Adnan, Rana, Mostafa, Reham R., Ahmed Elbeltagi, Ahmed Elbeltagi, Yaseen, Zaher Mundher, Shahid, Shamsuddin, Kisi, Ozgur
Published 2022

Linear and stratified sampling-based deep learning models for improving the river streamflow forecasting to mitigate flooding disaster

by Afan, Haitham Abdulmohsin, Yafouz, Ayman, Birima, Ahmed H., Ahmed, Ali Najah, Kisi, Ozgur, Chaplot, Barkha, El-Shafie, Ahmed
Published 2022

Water level prediction using various machine learning algorithms: A case study of Durian Tunggal river, Malaysia

by Ahmed, Ali Najah, Yafouz, Ayman, Birima, Ahmed H., Kisi, Ozgur, Huang, Yuk Feng, Sherif, Mohsen, Sefelnasr, Ahmed, El-Shafie, Ahmed
Published 2022