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Wee, Wei Joe and Chong, Kai Lun and Ahmed, Ali Najah and Malek, Marlinda Binti Abdul and Huang, Yuk Feng and Sherif, Mohsen and Elshafie, Ahmed (2023) Application of augmented bat algorithm with artificial neural network in forecasting river inflow in Malaysia. Applied Water Science, 13 (1). ISSN 2190-5487, DOI https://doi.org/10.1007/s13201-022-01831-z.
Ahmed, Ali Najah and Yafouz, Ayman and Birima, Ahmed H. and Kisi, Ozgur and Huang, Yuk Feng and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2022) Water level prediction using various machine learning algorithms: A case study of Durian Tunggal river, Malaysia. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 422-440. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.2019128.
Mohsenzadeh Karimi, Sahar and Mirzaei, Majid and Dehghani, Adnan and Galavi, Hadi and Huang, Yuk Feng (2022) Hybrids of machine learning techniques and wavelet regression for estimation of daily solar radiation. Stochastic Environmental Research and Risk Assessment (SERRA), 36 (12). pp. 4255-4269. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-022-02261-8.
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.
Hanoon, Marwah Sattar and Ahmed, Ali Najah and Kumar, Pavitra and Razzaq, Arif and Zaini, Nur'atiah and Huang, Yuk Feng and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok Wing and El-Shafie, Ahmed (2022) Wind speed prediction over Malaysia using various machine learning models: Potential renewable energy source. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 1673-1689. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2022.2103588.
Osman, Ahmedbahaaaldin Ibrahem Ahmed and Ahmed, Ali Najah and Huang, Yuk Feng and Kumar, Pavitra and Birima, Ahmed H. and Sherif, Mohsen and Sefelnasr, Ahmed and Ebraheemand, Abdel Azim and El-Shafie, Ahmed (2022) Past, present and perspective methodology for groundwater modeling-based machine learning approaches. Archives Of Computational Methods In Engineering, 29 (6). pp. 3843-3859. ISSN 1134-3060, DOI https://doi.org/10.1007/s11831-022-09715-w.
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.
Huang, Yuk Feng and Ahmed, Ali Najah and Ng, Jing Lin and Tan, Kok Weng and Kumar, Pavitra and El-Shafie, Ahmed (2022) Rainfall Variability Index (RVI) analysis of dry spells in Malaysia. Natural Hazards, 112 (2). pp. 1423-1475. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-022-05234-w.
Fung, Kit Fai and Chew, Kim Soon and Huang, Yuk Feng and Ahmed, Ali Najah and Teo, Fang Yenn and Ng, Jing Lin and Elshafie, Ahmed (2022) Evaluation of spatial interpolation methods and spatiotemporal modeling of rainfall distribution in Peninsular Malaysia. Ain Shams Engineering Journal, 13 (2). ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2021.09.001.
Essam, Yusuf and Huang, Yuk Feng and Ng, Jing Lin and Birima, Ahmed H. and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) Predicting streamflow in Peninsular Malaysia using support vector machine and deep learning algorithms. Scientific Reports, 12 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-022-07693-4.
Ehteram, Mohammad and Panahi, Fatemeh and Ahmed, Ali Najah and Huang, Yuk Feng and Kumar, Pavitra and Elshafie, Ahmed (2022) Predicting evaporation with optimized artificial neural network using multi-objective salp swarm algorithm. Environmental Science And Pollution Research, 29 (7). pp. 10675-10701. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-021-16301-3.
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.
Salimi, Amir Hossein and Shamshiri, Ali and Jaberi, Ehsan and Bonakdari, Hossein and Akhbari, Azam and Delatolla, Robert and Hassanvand, Mohammad Reza and Agharazi, Mohammad and Huang, Yuk Feng and Ahmed, Ali Najah and Elshafie, Ahmed (2022) Total iron removal from aqueous solution by using modified clinoptilolite. Ain Shams Engineering Journal, 13 (1). ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2021.05.009.
Tiu, Ervin Shan Khai and Huang, Yuk Feng and Ng, Jing Lin and AlDahoul, Nouar and Ahmed, Ali Najah and Elshafie, Ahmed (2022) An evaluation of various data pre-processing techniques with machine learning models for water level prediction. Natural Hazards, 110 (1). pp. 121-153. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-021-04939-8.
Ibrahim, Karim Sherif Mostafa Hassan and Huang, Yuk Feng and Ahmed, Ali Najah and Koo, Chai Hoon and El-Shafie, Ahmed (2022) A review of the hybrid artificial intelligence and optimization modelling of hydrological streamflow forecasting. Alexandria Engineering Journal, 61 (1). pp. 279-303. ISSN 1110-0168, DOI https://doi.org/10.1016/j.aej.2021.04.1001110-0168.
Panahi, Fatemeh and Ehteram, Mohammad and Ahmed, Ali Najah and Huang, Yuk Feng and Mosavi, Amir and El-Shafie, Ahmed (2021) Streamflow prediction with large climate indices using several hybrid multilayer perceptrons and copula Bayesian model averaging. Ecological Indicators, 133. ISSN 1470-160X, DOI https://doi.org/10.1016/j.ecolind.2021.108285.
Aziz, Awatif and Essam, Yusuf and Ahmed, Ali Najah and Huang, Yuk Feng and El-Shafie, Ahmed (2021) An assessment of sedimentation in Terengganu River, Malaysia using satellite imagery. Ain Shams Engineering Journal, 12 (4). pp. 3429-3438. ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2021.03.014.
Latif, Sarmad Dashti and Ahmed, Ali Najah and Sathiamurthy, Edlic and Huang, Yuk Feng and El-Shafie, Ahmed (2021) Evaluation of deep learning algorithm for inflow forecasting: A case study of Durian Tunggal Reservoir, Peninsular Malaysia. Natural Hazards, 109 (1). pp. 351-369. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-021-04839-x.
Osman, Ahmedbahaaaldin Ibrahem Ahmed and Ahmed, Ali Najah and Chow, Ming Fai and Huang, Yuk Feng and El-Shafie, Ahmed (2021) Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia. Ain Shams Engineering Journal, 12 (2). pp. 1545-1556. ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2020.11.011.
Ehteram, Mohammad and Teo, Fang Yenn and Ahmed, Ali Najah and Latif, Sarmad Dashti and Huang, Yuk Feng and Abozweita, Osama and Al-Ansari, Nadhir and El-Shafie, Ahmed (2021) Performance improvement for infiltration rate prediction using hybridized Adaptive Neuro-Fuzzy Inferences System (ANFIS) with optimization algorithms. Ain Shams Engineering Journal, 12 (2). pp. 1665-1676. ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2020.08.019.
Afan, Haitham Abdulmohsin and Osman, Ahmedbahaaaldin Ibrahem Ahmed and Essam, Yusuf and Ahmed, Ali Najah and Huang, Yuk Feng and Kisi, Ozgur and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok-wing and El-Shafie, Ahmed (2021) Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 1420-1439. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.1974093.
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.
Lian, Chau Yuan and Huang, Yuk Feng and Ng, Jing Lin and Mirzaei, Majid and Koo, Chai Hoon and Tan, Kok Weng (2020) A proposed hybrid rainfall simulation model: bootstrap aggregated classification tree-artificial neural network (BACT-ANN) for the Langat River Basin, Malaysia. JOURNAL OF WATER AND CLIMATE CHANGE, 11 (4). pp. 1218-1234. ISSN 20402244, DOI https://doi.org/10.2166/wcc.2019.294.
Ng, Jing Lin and Abd Aziz, Samsuzana and Huang, Yuk Feng and Mirzaei, Majid and Wayayok, Aimrun and Rowshon, Md Kamal (2019) Uncertainty analysis of rainfall depth duration frequency curves using the bootstrap resampling technique. Journal of Earth System Science, 128 (5). p. 113. ISSN 2347-4327, DOI https://doi.org/10.1007/s12040-019-1154-1.
