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Chong, K. L. and Huang, Y. F. and Koo, C. H. and Sherif, Mohsen and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2023) Investigation of cross-entropy-based streamflow forecasting through an efficient interpretable automated search process. Applied Water Science, 13 (1). ISSN 2190-5487, DOI https://doi.org/10.1007/s13201-022-01790-5.
Lai, Vivien and Essam, Yusuf and Huang, Yuk Feng and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) Investigating dam reservoir operation optimization using metaheuristic algorithms. Applied Water Science, 12 (12). ISSN 2190-5487, DOI https://doi.org/10.1007/s13201-022-01794-1.
Tan, Woon Yang and Lai, Sai Hin and Teo, Fang Yenn and Armaghani, Danial Jahed and Pavitra, Kumar and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) Three steps towards better forecasting for streamflow deep learning. Applied Sciences-Basel, 12 (24). ISSN 2076-3417, DOI https://doi.org/10.3390/app122412567.
Saab, Saad Mawlood and Othman, Faridah and Tan, Chee Ghuan and Allawi, Mohammed Falah and Sherif, Mohsen and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) Utilizing deep learning machine for inflow forecasting in two different environment regions: A case study of a tropical and semi-arid region. Applied Water Science, 12 (12). ISSN 2190-5487, DOI https://doi.org/10.1007/s13201-022-01798-x.
Bazrafshan, Ommolbanin and Ehteram, Mohammad and Latif, Sarmad Dashti and Huang, Yuk Feng and Teo, Fang Yenn and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) Predicting crop yields using a new robust Bayesian averaging model based on multiple hybrid ANFIS and MLP models. Ain Shams Engineering Journal, 13 (5). ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2022.101724.
Lai, Vivien and Huang, Yuk Feng and Koo, Chai Hoon and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms. Archives Of Computational Methods In Engineering, 29 (5). pp. 3435-3457. ISSN 1134-3060, DOI https://doi.org/10.1007/s11831-021-09701-8 Published AUG 2022.
Hanoon, Marwah Sattar and Abdullatif, Alharazi Abdulhadi B. and Ahmed, Ali Najah and Razzaq, Arif and Birima, Ahmed H. and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) A comparison of various machine learning approaches performance for prediction suspended sediment load of river systems: A case study in Malaysia. Earth Science Informatics, 15 (1). pp. 91-104. ISSN 1865-0473, DOI https://doi.org/10.1007/s12145-021-00689-0.
Chong, K. L. and Huang, Y. F. and Koo, C. H. and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) Spatiotemporal variability analysis of standardized precipitation indexed droughts using wavelet transform. Journal of Hydrology, 605. ISSN 0022-1694, DOI https://doi.org/10.1016/j.jhydrol.2021.127299.
Adnan, Rana Muhammad and Kisi, Ozgur and Mostafa, Reham R. and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) The potential of a novel support vector machine trained with modified mayfly optimization algorithm for streamflow prediction. Hydrological Sciences Journal, 67 (2). pp. 161-174. ISSN 0262-6667, DOI https://doi.org/10.1080/02626667.2021.2012182.
Essam, Yusuf and Huang, Yuk Feng and Birima, Ahmed H. and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) Predicting suspended sediment load in Peninsular Malaysia using support vector machine and deep learning algorithms. Scientific Reports, 12 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-021-04419-w.
Hanoon, Marwah Sattar and Ahmed, Ali Najah and Zaini, Nur'atiah and Razzaq, Arif and Kumar, Pavitra and Sherif, Mohsen and Sefelnasr, Ahmed and Ahmed El-Shafie, Ahmed Hussein Kamel (2021) Developing machine learning algorithms for meteorological temperature and humidity forecasting at Terengganu state in Malaysia. Scientific Reports, 11 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-021-96872-w.
Najah, A. and Teo, F. Y. and Chow, M. F. and Huang, Y. F. and Latif, S. D. and Abdullah, S. and Ismail, M. and Ahmed El-Shafie, Ahmed Hussein Kamel (2021) Surface water quality status and prediction during movement control operation order under COVID-19 pandemic: Case studies in Malaysia. International Journal of Environmental Science and Technology, 18 (4). pp. 1009-1018. ISSN 1735-1472, DOI https://doi.org/10.1007/s13762-021-03139-y.
Allawi, Mohammed Falah and Aidan, Ibraheem Abdallah and Ahmed El-Shafie, Ahmed Hussein Kamel (2021) Enhancing the performance of data-driven models for monthly reservoir evaporation prediction. Environmental Science and Pollution Research, 28 (7). pp. 8281-8295. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-020-11062-x.
Ehteram, Mohammad and Ahmed, Ali Najah and Latif, Sarmad Dashti and Huang, Yuk Feng and Alizamir, Meysam and Kisi, Ozgur and Mert, Cihan and Ahmed El-Shafie, Ahmed Hussein Kamel (2021) Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction. Environmental Science and Pollution Research, 28 (2). pp. 1596-1611. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-020-10421-y.