Enhancing the performance of data-driven models for monthly reservoir evaporation prediction

by Allawi, Mohammed Falah, Aidan, Ibraheem Abdallah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2021

Investigating dam reservoir operation optimization using metaheuristic algorithms

by Lai, Vivien, Essam, Yusuf, Huang, Yuk Feng, Ahmed, Ali Najah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

Predicting suspended sediment load in Peninsular Malaysia using support vector machine and deep learning algorithms

by Essam, Yusuf, Huang, Yuk Feng, Birima, Ahmed H., Ahmed, Ali Najah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

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

A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms

by Lai, Vivien, Huang, Yuk Feng, Koo, Chai Hoon, Ahmed, Ali Najah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

Generalized regression neural network for prediction of peak outflow from dam breach

by Sammen, Saad Shauket, Mohammad, Thamer Ahmad, Ghazali, Abdul Halim, Ahmed El-Shafie, Ahmed Hussein Kamel, Mohd Sidek, Lariyah
Published 2017

Spatiotemporal variability analysis of standardized precipitation indexed droughts using wavelet transform

by Chong, K. L., Huang, Y. F., Koo, C. H., Ahmed, Ali Najah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

Enhancement of satellite precipitation estimations with bias correction and data-merging schemes for flood forecasting

by Soo, Eugene Zhen Xiang, Wan Jaafar, Wan Zurina, Lai, Sai Hin, Othman, Faridah, Ahmed ElShafie, Ahmed Hussein Kamel
Published 2022

Utilizing deep learning machine for inflow forecasting in two different environment regions: A case study of a tropical and semi-arid region

by Saab, Saad Mawlood, Othman, Faridah, Tan, Chee Ghuan, Allawi, Mohammed Falah, Sherif, Mohsen, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

Three steps towards better forecasting for streamflow deep learning

by Tan, Woon Yang, Lai, Sai Hin, Teo, Fang Yenn, Armaghani, Danial Jahed, Pavitra, Kumar, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

Investigation of cross-entropy-based streamflow forecasting through an efficient interpretable automated search process

by Chong, K. L., Huang, Y. F., Koo, C. H., Sherif, Mohsen, Ahmed, Ali Najah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2023

A comparison of various machine learning approaches performance for prediction suspended sediment load of river systems: A case study in Malaysia

by Hanoon, Marwah Sattar, Abdullatif, Alharazi Abdulhadi B., Ahmed, Ali Najah, Razzaq, Arif, Birima, Ahmed H., Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

Surface water quality status and prediction during movement control operation order under COVID-19 pandemic: Case studies in Malaysia

by Najah, A., Teo, F. Y., Chow, M. F., Huang, Y. F., Latif, S. D., Abdullah, S., Ismail, M., Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2021

Predicting crop yields using a new robust Bayesian averaging model based on multiple hybrid ANFIS and MLP models

by Bazrafshan, Ommolbanin, Ehteram, Mohammad, Latif, Sarmad Dashti, Huang, Yuk Feng, Teo, Fang Yenn, Ahmed, Ali Najah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction

by Ehteram, Mohammad, Ahmed, Ali Najah, Latif, Sarmad Dashti, Huang, Yuk Feng, Alizamir, Meysam, Kisi, Ozgur, Mert, Cihan, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2021

Developing machine learning algorithms for meteorological temperature and humidity forecasting at Terengganu state in Malaysia

by Hanoon, Marwah Sattar, Ahmed, Ali Najah, Zaini, Nur'atiah, Razzaq, Arif, Kumar, Pavitra, Sherif, Mohsen, Sefelnasr, Ahmed, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2021

Comprehensive comparison of various machine learning algorithms for short-term ozone concentration prediction

by Yafouz, Ayman, AlDahoul, Nouar, Birima, Ahmed H., Ahmed, Ali Najah, Sherif, Mohsen, Sefelnasr, Ahmed, Allawi, Mohammed Falah, Ahmed ElShafie, Ahmed Hussein Kamel
Published 2022

Enhancement of nitrogen prediction accuracy through a new hybrid model using ant colony optimization and an Elman neural network

by Kumar, Pavitra, Lai, Sai Hin, Mohd, Nuruol Syuhadaa, Kamal, Md. Rowshon, Ahmed, Ali Najah, Sherif, Mohsen, Sefelnasr, Ahmed, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2021

River flow prediction based on improved machine learning method: Cuckoo Search-Artificial Neural Network

by Zanial, Wan Norsyuhada Che Wan, Malek, Marlinda Binti Abdul, Reba, Mohd Nadzri Md, Zaini, Nuratiah, Ahmed, Ali Najah, Sherif, Mohsen, Ahmed ElShafie, Ahmed Hussein Kamel
Published 2023