Items where Author is "Ahmed, Ali Najah"

Article

Aziz, Afif Fitri and Mardi, Nurul Hani and Abdul Malek, Marlinda and Teh, Su Yean and Wil, Mohd Azwan and Shuja, Abd Halim and Ahmed, Ali Najah and Kumar, Pavitra and Sherif, Mohsen and Elshafie, Ahmed (2023) Development of inundation maps along East Coast of Peninsular Malaysia due to predicted seaquake from Manila Trench. Applied Water Science, 13 (2). ISSN 2190-5487, DOI https://doi.org/10.1007/s13201-022-01860-8.

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.

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.

Zanial, Wan Norsyuhada Che Wan and Malek, Marlinda Binti Abdul and Reba, Mohd Nadzri Md and Zaini, Nuratiah and Ahmed, Ali Najah and Sherif, Mohsen and Ahmed ElShafie, Ahmed Hussein Kamel (2023) River flow prediction based on improved machine learning method: Cuckoo Search-Artificial Neural Network. Applied Water Science, 13 (1). ISSN 2190-5487, DOI https://doi.org/10.1007/s13201-022-01830-0.

Abdalrahman, Ghada and Lai, Sai Hin and Kumar, Pavitra and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok Wing and Elshafie, Ahmed (2022) Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 397-421. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.2019126.

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.

AlDahoul, Nouar and Ahmed, Ali Najah and Allawi, Mohammed Falah and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok-wing and El-Shafie, Ahmed (2022) A comparison of machine learning models for suspended sediment load classification. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 1211-1232. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2022.2073565.

Murti, Muhammad Ary and Junior, Rio and Ahmed, Ali Najah and Elshafie, Ahmed (2022) Earthquake multi-classification detection based velocity and displacement data filtering using machine learning algorithms. Scientific Reports, 12 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-022-25098-1.

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.

Essam, Yusuf and Ahmed, Ali Najah and Ramli, Rohaini and Chau, Kwok-Wing and Ibrahim, Muhammad Shazril Idris and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2022) Investigating photovoltaic solar power output forecasting using machine learning algorithms. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 2002-2034. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2022.2126528.

Mohamadi, Sedigheh and Khozani, Zohreh Sheikh and Ehteram, Mohammad and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) Rainfall prediction using multiple inclusive models and large climate indices. Environmental Science and Pollution Research, 29 (56). pp. 85312-85349. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-022-21727-4.

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.

Ehteram, Mohammad and Graf, Renata and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) Improved prediction of daily pan evaporation using Bayesian Model Averaging and optimized Kernel Extreme Machine models in different climates. Stochastic Environmental Research and Risk Assessment (SERRA), 36 (11). pp. 3875-3910. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-022-02235-w.

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.

Almubaidin, Mohammad Abdullah Abid and Ahmed, Ali Najah and Sidek, Lariyah Bte Mohd and Elshafie, Ahmed (2022) Using Metaheuristics Algorithms (MHAs) to optimize water supply operation in reservoirs: A review. Archives Of Computational Methods In Engineering, 29 (6). pp. 3677-3711. ISSN 1134-3060, DOI https://doi.org/10.1007/s11831-022-09716-9.

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.

Jalil-Masir, Hamed and Fattahi, Rohollah and Ghanbari-Adivi, Elham and Aghbolaghi, Mahdi Asadi and Ehteram, Mohammad and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) An inclusive multiple model for predicting total sediment transport rate in the presence of coastal vegetation cover based on optimized kernel extreme learning models. Environmental Science and Pollution Research, 29 (44). pp. 67180-67213. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-022-20472-y.

Hakim, Mohammed and Omran, Abdoulhadi A. Borhana and Inayat-Hussain, Jawaid I. and Ahmed, Ali Najah and Abdellatef, Hamdan and Abdellatif, Abdallah and Gheni, Hassan Muwafaq (2022) Bearing fault diagnosis using lightweight and robust one-dimensional convolution neural network in the frequency domain. Sensors, 22 (15). ISSN 1424-8220, DOI https://doi.org/10.3390/s22155793.

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.

Achite, Mohammed and Banadkooki, Fatemeh Barzegari and Ehteram, Mohammad and Bouharira, Abdelhak and Ahmed, Ali Najah and Elshafie, Ahmed (2022) Exploring Bayesian model averaging with multiple ANNs for meteorological drought forecasts. Stochastic Environmental Research and Risk Assessment (SERRA), 36 (7). pp. 1835-1860. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-021-02150-6.

Heng, Seah Yi and Ridwan, Wanie M. and Kumar, Pavitra and Ahmed, Ali Najah and Fai, Chow Ming and Birima, Ahmed Hussein and El-Shafie, Ahmed (2022) Artificial neural network model with different backpropagation algorithms and meteorological data for solar radiation prediction. Scientific Reports, 12 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-022-13532-3.

Yafouz, Ayman and AlDahoul, Nouar and Birima, Ahmed H. and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and Allawi, Mohammed Falah and Ahmed ElShafie, Ahmed Hussein Kamel (2022) Comprehensive comparison of various machine learning algorithms for short-term ozone concentration prediction. Alexandria Engineering Journal, 61 (6). pp. 4607-4622. ISSN 1110-0168, DOI https://doi.org/10.1016/j.aej.2021.10.021.

Afan, Haitham Abdulmohsin and Yafouz, Ayman and Birima, Ahmed H. and Ahmed, Ali Najah and Kisi, Ozgur and Chaplot, Barkha and El-Shafie, Ahmed (2022) Linear and stratified sampling-based deep learning models for improving the river streamflow forecasting to mitigate flooding disaster. Natural Hazards, 112 (2). pp. 1527-1545. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-022-05237-7.

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.

Khozani, Zohreh Sheikh and Banadkooki, Fatemeh Barzegari and Ehteram, Mohammad and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) Combining autoregressive integrated moving average with Long Short-Term Memory neural network and optimisation algorithms for predicting ground water level. Journal of Cleaner Production, 348. ISSN 0959-6526, DOI https://doi.org/10.1016/j.jclepro.2022.131224.

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.

Ziyad Sami, Balahaha Fadi and Latif, Sarmad Dashti and Ahmed, Ali Najah and Chow, Ming Fai and Murti, Muhammad Ary and Suhendi, Asep and Ziyad Sami, Balahaha Hadi and Wong, Jee Khai and Birima, Ahmed H. and El-Shafie, Ahmed (2022) Machine learning algorithm as a sustainable tool for dissolved oxygen prediction: a case study of Feitsui Reservoir, Taiwan. Scientific Reports, 12 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-022-06969-z.

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.

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.

Hanoon, Marwah Sattar and Ammar, Amr Moftah and Ahmed, Ali Najah and Razzaq, Arif and Birima, Ahmed H. and Kumar, Pavitra and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2022) Application of soft computing in predicting groundwater quality parameters. Frontiers In Environmental Science, 10. ISSN 2296-665X, DOI https://doi.org/10.3389/fenvs.2022.828251.

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.

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.

Ehteram, Mohammad and Panahi, Fatemeh and Ahmed, Ali Najah and Mosavi, Amir H. and El-Shafie, Ahmed (2022) Inclusive multiple model using hybrid artificial neural networks for predicting evaporation. Frontiers In Environmental Science, 9. ISSN 2296-665X, DOI https://doi.org/10.3389/fenvs.2021.789995.

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.

Latif, Sarmad Dashti and Birima, Ahmed H. and Ahmed, Ali Najah and Hatem, Dahan Mohammed and Al-Ansari, Nadhir and Fai, Chow Ming and El-Shafie, Ahmed (2022) Development of prediction model for phosphate in reservoir water system based machine learning algorithms. Ain Shams Engineering Journal, 13 (1). ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2021.06.009.

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 Ahmed, Ali Najah and Singh, Vijay P. and Ehtearm, Mohammad and Elshafie, Ahmed and Haghighi, Ali Torabi (2021) Predicting freshwater production in seawater greenhouses using hybrid artificial neural network models. Journal of Cleaner Production, 329. ISSN 0959-6526, DOI https://doi.org/10.1016/j.jclepro.2021.129721.

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.

Abbaszadeh, Maliheh and Ehteram, Mohammad and Ahmed, Ali Najah and Singh, Vijay P. and El-Shafie, Ahmed (2021) The copper grade estimation of porphyry deposits using machine learning algorithms and Henry gas solubility optimization. Earth Science Informatics, 14 (4). pp. 2049-2075. ISSN 1865-0473, DOI https://doi.org/10.1007/s12145-021-00667-6.

Sammen, Saad Sh. and Ehteram, Mohammad and Abba, S. I. and Abdulkadir, R. A. and Ahmed, Ali Najah and El-Shafie, Ahmed (2021) A new soft computing model for daily streamflow forecasting. Stochastic Environmental Research and Risk Assessment, 35 (12). pp. 2479-2491. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-021-02012-1.

Wee, Wei Joe and Zaini, Nur'atiah Binti and Ahmed, Ali Najah and El-Shafie, Ahmed (2021) A review of models for water level forecasting based on machine learning. Earth Science Informatics, 14 (4). pp. 1707-1728. ISSN 1865-0473, DOI https://doi.org/10.1007/s12145-021-00664-9.

Ehteram, Mohammad and Banadkooki, Fatemeh Barzegari and Fai, Chow Ming and Moslemzadeh, Mohsen and Sapitang, Michelle and Ahmed, Ali Najah and Irwan, Dani and El-Shafie, Ahmed (2021) Optimal operation of multi-reservoir systems for increasing power generation using a seagull optimization algorithm and heading policy. Energy Reports, 7. pp. 3703-3725. ISSN 2352-4847, DOI https://doi.org/10.1016/j.egyr.2021.06.008.

Ehteram, Mohammad and Ahmed, Ali Najah and Kumar, Pavitra and Sherif, Mohsen and El-Shafie, Ahmed (2021) Predicting freshwater production and energy consumption in a seawater greenhouse based on ensemble frameworks using optimized multi-layer perceptron. Energy Reports, 7. pp. 6308-6326. ISSN 23524847, DOI https://doi.org/10.1016/j.egyr.2021.09.079.

Hanoon, Marwah Sattar and Ahmed, Ali Najah and Fai, Chow Ming and Birima, Ahmed H. and Razzaq, Arif and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Application of artificial intelligence models for modeling water quality in groundwater: Comprehensive review, evaluation and future trends. Water Air and Soil Pollution, 232 (10). ISSN 0049-6979, DOI https://doi.org/10.1007/s11270-021-05311-z.

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.

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.

Liang, Guoxi and Panahi, Fatemeh and Ahmed, Ali Najah and Ehteram, Mohammad and Band, Shahab S. and Elshafie, Ahmed (2021) Predicting municipal solid waste using a coupled artificial neural network with archimedes optimisation algorithm and socioeconomic components. Journal of Cleaner Production, 315. ISSN 0959-6526, DOI https://doi.org/10.1016/j.jclepro.2021.128039.

Sapitang, Michelle and Ridwan, Wanie M. and Ahmed, Ali Najah and Fai, Chow Ming and El-Shafie, Ahmed (2021) Groundwater level as an input to monthly predicting of water level using various machine learning algorithms. Earth Science Informatics, 14 (3). pp. 1269-1283. ISSN 1865-0473, DOI https://doi.org/10.1007/s12145-021-00654-x.

Marhain, Suzlyana and Ahmed, Ali Najah and Murti, Muhammad Ary and Kumar, Pavitra and El-Shafie, Ahmed (2021) Investigating the application of artificial intelligence for earthquake prediction in Terengganu. Natural Hazards, 108 (1). pp. 977-999. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-021-04716-7.

Chong, Kai Lun and Lai, Sai Hin and Ahmed, Ali Najah and Jaafar, Wan Zurina Wan and El-Shafie, Ahmed (2021) Optimization of hydropower reservoir operation based on hedging policy using Jaya algorithm. Applied Soft Computing, 106. ISSN 1568-4946, DOI https://doi.org/10.1016/j.asoc.2021.107325.

Ahmed, Ali Najah and Lam, To Van and Hung, Nguyen Duy and Thieu, Nguyen Van and Kisi, Ozgur and El-Shafie, Ahmed (2021) A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. Applied Soft Computing, 105. ISSN 1568-4946, DOI https://doi.org/10.1016/j.asoc.2021.107282.

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.

Sami, Balahaha Hadi Ziyad and Khai, Wong Jee and Sami, Balahaha Fadi Ziyad and Fai, Chow Ming and Essam, Yusuf and Ahmed, Ali Najah and El-Shafie, Ahmed (2021) Investigating the reliability of machine learning algorithms as a sustainable tool for total suspended solid prediction. Ain Shams Engineering Journal, 12 (2). pp. 1607-1622. ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2021.01.007.

Latif, Sarmad Dashti and Marhain, Suzlyana and Hossain, Md Shabbir and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Optimizing the operation release policy using charged system search algorithm: A case study of Klang Gates Dam, Malaysia. Sustainability, 13 (11). ISSN 2071-1050, DOI https://doi.org/10.3390/su13115900.

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.

Kamel, Ammar Hatem and Afan, Haitham Abdulmohsin and Sherif, Mohsen and Ahmed, Ali Najah and El-Shafie, Ahmed (2021) RBFNN versus GRNN modeling approach for sub-surface evaporation rate prediction in arid region. Sustainable Computing-Informatics & Systems, 30. ISSN 2210-5379, DOI https://doi.org/10.1016/j.suscom.2021.100514.

Ridwan, Wanie M. and Sapitang, Michelle and Aziz, Awatif and Kushiar, Khairul Faizal and Ahmed, Ali Najah and El-Shafie, Ahmed (2021) Rainfall forecasting model using machine learning methods: Case study Terengganu, Malaysia. Ain Shams Engineering Journal, 12 (2). pp. 1651-1663. ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2020.09.011.

Essam, Yusuf and Kumar, Pavitra and Ahmed, Ali Najah and Murti, Muhammad Ary and El-Shafie, Ahmed (2021) Exploring the reliability of different artificial intelligence techniques in predicting earthquake for Malaysia. Soil Dynamics and Earthquake Engineering, 147. ISSN 0267-7261, DOI https://doi.org/10.1016/j.soildyn.2021.106826.

AlDahoul, Nouar and Essam, Yusuf and Kumar, Pavitra and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and Elshafie, Ahmed (2021) Suspended sediment load prediction using long short-term memory neural network. Scientific Reports, 11 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-021-87415-4.

Yafouz, Ayman and Ahmed, Ali Najah and Zaini, Nur'atiah and El-Shafie, Ahmed (2021) Ozone concentration forecasting based on artificial intelligence techniques: A systematic review. Water Air and Soil Pollution, 232 (2). ISSN 0049-6979, DOI https://doi.org/10.1007/s11270-021-04989-5.

Latif, Sarmad Dashti and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Reservoir water balance simulation model utilizing machine learning algorithm. Alexandria Engineering Journal, 60 (1). pp. 1365-1378. ISSN 1110-0168, DOI https://doi.org/10.1016/j.aej.2020.10.057.

Kumar, Pavitra and Lai, Sai Hin and Mohd, Nuruol Syuhadaa and Kamal, Md Rowshon and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Enhancement of nitrogen prediction accuracy through a new hybrid model using ant colony optimization and an Elman neural network. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 1843-1867. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.1990134.

Yafouz, Ayman and Ahmed, Ali Najah and Zaini, Nur'atiah and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Hybrid deep learning model for ozone concentration prediction: Comprehensive evaluation and comparison with various machine and deep learning algorithms. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 902-933. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.1926328.

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.

Lai, V and Huang, Y. F. and Koo, C. H. and Ahmed, Ali Najah and El-Shafie, Ahmed (2021) Optimization of reservoir operation at Klang Gate Dam utilizing a whale optimization algorithm and a Levy flight and distribution enhancement technique. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 1682-1702. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.1982777.

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.

Chong, Kai Lun and Lai, Sai Hin and Ahmed, Ali Najah and Zaafar, Wan Zurina Wan and Rao, Ravipudi Venkata and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Review on dam and reservoir optimal operation for irrigation and hydropower energy generation utilizing meta-heuristic algorithms. IEEE Access, 9. pp. 19488-19505. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2021.3054424.

Banadkooki, Fatemeh Barzegari and Ehteram, Mohammad and Ahmed, Ali Najah and Teo, Fang Yenn and Fai, Chow Ming and Afan, Haitham Abdulmohsin and Sapitang, Michelle and El-Shafie, Ahmed (2020) Enhancement of groundwater-level prediction using an integrated machine learning model optimized by whale algorithm. Natural Resources Research, 29 (5). pp. 3233-3252. ISSN 1520-7439, DOI doi.org/10.1007/s11053-020-09634-2.

Mohammadi, Babak and Linh, Nguyen Thi Thuy and Pham, Quoc Bao and Ahmed, Ali Najah and Vojtekova, Jana and Guan, Yiqing and Abba, S. and El-Shafie, Ahmed (2020) Adaptive neuro-fuzzy inference system coupled with shuffled frog leaping algorithm for predicting river streamflow time series. Hydrological Sciences Journal-Journal des Sciences Hydrologiques, 65 (10). pp. 1738-1751. ISSN 0262-6667, DOI https://doi.org/10.1080/02626667.2020.1758703.

Alizamir, Meysam and Kisi, Ozgur and Ahmed, Ali Najah and Mert, Cihan and Fai, Chow Ming and Kim, Sungwon and Kim, Nam Won and El-Shafie, Ahmed (2020) Advanced machine learning model for better prediction accuracy of soil temperature at different depths. PLoS ONE, 15 (4). ISSN 1932-6203, DOI https://doi.org/10.1371/journal.pone.0231055.

Attar, Nasrin Fathollahzadeh and Pham, Quoc Bao and Nowbandegani, Sajad Fani and Rezaie-Balf, Mohammad and Fai, Chow Ming and Ahmed, Ali Najah and Pipelzadeh, Saeed and Dung, Tran Duc and Nhi, Pham Thi Thao and Khoi, Dao Nguyen and El-Shafie, Ahmed (2020) Enhancing the prediction accuracy of data-driven models for monthly streamflow in Urmia Lake basin based upon the autoregressive conditionally heteroskedastic time-series model. Applied Sciences-Basel, 10 (2). ISSN 2076-3417, DOI https://doi.org/10.3390/app10020571.

Osman, Abdalla and Afan, Haitham Abdulmohsin and Allawi, Mohammed Falah and Jaafar, Othman and Noureldin, Aboelmagd and Hamzah, Firdaus Mohamad and Ahmed, Ali Najah and El-Shafie, Ahmed (2020) Adaptive Fast Orthogonal Search (FOS) algorithm for forecasting streamflow. Journal of Hydrology, 586. p. 124896. ISSN 0022-1694, DOI https://doi.org/10.1016/j.jhydrol.2020.124896.

Othman, Faridah and Alaaeldin, M.E. and Seyam, Mohammed and Ahmed, Ali Najah and Teo, Fang Yenn and Chow, Ming Fai and Afan, Haitham Abdulmohsin and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2020) Efficient river water quality index prediction considering minimal number of inputs variables. Engineering Applications of Computational Fluid Mechanics, 14 (1). pp. 751-763. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2020.1760942.

Rezaie-Balf, Mohammad and Attar, Nasrin Fathollahzadeh and Mohammadzadeh, Ardashir and Murti, Muhammad Ary and Ahmed, Ali Najah and Fai, Chow Ming and Nabipour, Narjes and Alaghmand, Sina and El-Shafie, Ahmed (2020) Physicochemical parameters data assimilation for efficient improvement of water quality index prediction: Comparative assessment of a noise suppression hybridization approach. Journal of Cleaner Production, 271. p. 122576. ISSN 0959-6526, DOI https://doi.org/10.1016/j.jclepro.2020.122576.

Valikhan-Anaraki, Mahdi and Mousavi, Sayed-Farhad and Farzin, Saeed and Karami, Hojat and Ehteram, Mohammad and Kisi, Ozgur and Fai, Chow Ming and Hossain, Md Shabbir and Hayder, Gasim and Ahmed, Ali Najah and El-Shafie, Amr H. and Hashim, Huzaifa and Afan, Haitham Abdulmohsin and Lai, Sai Hin and El-Shafie, Ahmed (2019) Development of a Novel Hybrid Optimization Algorithm for Minimizing Irrigation Deficiencies. Sustainability, 11 (8). p. 2337. ISSN 2071-1050, DOI https://doi.org/10.3390/su11082337.

Olivia Muslim, T. and Ahmed, Ali Najah and Malek, Marlinda Abdul and El-Shafie, Ahmed and El-Shafie, Amr (2019) Investigating the impact of wind on sea level rise using multilayer perceptron neural network (MLP-NN) at coastal area, Sabah. International Journal of Civil Engineering and Technology, 9 (12). pp. 646-656. ISSN 0976-6308,

Ahmed, Ali Najah and Othman, Faridah and Afan, Haitham Abdulmohsin and Ibrahim, Rusul Khaleel and Chow, Ming Fai and Hossain, Md Shabbir and Ehteram, Mohammad and El-Shafie, Ahmed (2019) Machine learning methods for better water quality prediction. Journal of Hydrology, 578. p. 124084. ISSN 0022-1694, DOI https://doi.org/10.1016/j.jhydrol.2019.124084.

Abobakr Yahya, Abobakr Saeed and Ahmed, Ali Najah and Othman, Faridah and Ibrahim, Rusul Khaleel and Afan, Haitham Abdulmohsin and El-Shafie, Amr and Fai, Chow Ming and Hossain, Md Shabbir and Ehteram, Mohammad and El-Shafie, Ahmed (2019) Water Quality Prediction Model Based Support Vector Machine Model for Ungauged River Catchment under Dual Scenarios. Water, 11 (6). p. 1231. ISSN 2073-4441, DOI https://doi.org/10.3390/w11061231.

Yaseen, Zaher Mundher and Allawi, Mohammed Falah and Karami, Hojat and Ehteram, Mohammad and Farzin, Saeed and Ahmed, Ali Najah and Koting, Suhana and Mohd, Nuruol Syuhadaa and Jaafar, Wan Zurina Wan and Afan, Haitham Abdulmohsin and El-Shafie, Ahmed (2019) A hybrid bat–swarm algorithm for optimizing dam and reservoir operation. Neural Computing and Applications, 31 (12). pp. 8807-8821. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-018-3952-9.

Lai, V. and Ahmed, Ali Najah and Malek, Marlinda Abdul and El-Shafie, Ahmed and El-Shafie, Amr (2018) Evolutionary algorithm for forecastng mean sea level based on meta-heuristic approach. International Journal of Civil Engineering and Technology, 9 (11). pp. 1404-1413. ISSN 0976-6308,

Ehteram, Mohammad and Othman, Faridah and Yaseen, Zaher Mundher and Afan, Haitham Abdulmohsin and Allawi, Mohammed Falah and Malek, Marlinda Abdul and Ahmed, Ali Najah and Shahid, Shamsuddin and Singh, Vijay P. and El-Shafie, Ahmed (2018) Improving the Muskingum flood routing method using a hybrid of particle swarm optimization and bat algorithm. Water, 10 (6). p. 807. ISSN 2073-4441, DOI https://doi.org/10.3390/w10060807.

Ahmed, Ali Najah and Noor, Che Wan Mohd and Allawi, Mohammed Falah and El-Shafie, Ahmed (2018) RBF-NN-based model for prediction of weld bead geometry in Shielded Metal Arc Welding (SMAW). Neural Computing and Applications, 29 (3). pp. 889-899. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-016-2496-0.