Items where Author is "El-Shafie, Ahmed"

Article

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.

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.

Maqtan, Raidan and Othman, Faridah and Wan Jaafar, Wan Zurina and Sherif, Mohsen and El-Shafie, Ahmed (2022) A scoping review of flash floods in Malaysia: Current status and the way forward. Natural Hazards, 114 (3). pp. 2387-2416. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-022-05486-6.

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.

Tan, Woon Yang and Lai, Sai Hin and Teo, Fang Yenn and El-Shafie, Ahmed (2022) State-of-the-art development of two-waves artificial intelligence modeling techniques for river streamflow forecasting. Archives Of Computational Methods In Engineering, 29 (7). pp. 5185-5211. ISSN 1134-3060, DOI https://doi.org/10.1007/s11831-022-09763-2.

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.

Tawil, Herman and Tan, Chee Ghuan and Sulong, Nor Hafizah Ramli and Nazri, Fadzli Mohamed and Sherif, Muhammad M. and El-Shafie, Ahmed (2022) Mechanical and thermal properties of composite Precast Concrete Sandwich Panels: A review. Buildings, 12 (9). ISSN 2075-5309, DOI https://doi.org/10.3390/buildings12091429.

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.

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.

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.

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 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 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.

Hamzah, Fatimah Bibi and Mohamad Hamzah, Firdaus and Mohd Razali, Siti Fatin and El-Shafie, Ahmed (2022) Multiple imputations by chained equations for recovering missing daily streamflow observations: A case study of Langat River basin in Malaysia. Hydrological Sciences Journal-Journal des Sciences Hydrologiques, 67 (1). pp. 137-149. ISSN 0262-6667, DOI https://doi.org/10.1080/02626667.2021.2001471.

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.

Wan Mohtar, Wan Hanna Melini and Hin Joo Bong, Charles and Ab Ghani, Aminuddin and Safari, Mir Jafar Sadegh and Taib, Aizat Mohd and Afan, Haitham Abdulmohsin and El-Shafie, Ahmed (2022) Sediment incipient motion in sewer with a bed deposit. Teknik Dergi, 33 (1). pp. 11473-11486. ISSN 1300-3453, DOI https://doi.org/10.18400/tekderg.572529.

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.

Deng, Bin and Lai, Sai Hin and Jiang, Changbo and Kumar, Pavitra and El-Shafie, Ahmed and Chin, Ren Jie (2021) Advanced water level prediction for a large-scale river-lake system using hybrid soft computing approach: a case study in Dongting Lake, China. Earth Science Informatics, 14 (4). pp. 1987-2001. ISSN 1865-0473, DOI https://doi.org/10.1007/s12145-021-00665-8.

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.

Allawi, Mohammed Falah and Hussain, Intesar Razaq and Salman, Majid Ibrahim and El-Shafie, Ahmed (2021) Monthly inflow forecasting utilizing advanced artificial intelligence methods: A case study of Haditha Dam in Iraq. Stochastic Environmental Research and Risk Assessment, 35 (11). pp. 2391-2410. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-021-02052-7.

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.

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.

Khan, Safdar and Yap, Soon Poh and Tan, Chee Ghuan and Ganasan, Reventheran and Sherif, Muhammad M. and El-Shafie, Ahmed (2021) Torsional crack localization in palm oil clinker concrete using acoustic emission method. Materials, 14 (18). ISSN 1996-1944, DOI https://doi.org/10.3390/ma14185446.

Nordin, Nur Farahin Che and Mohd, Nuruol Syuhadaa and Koting, Suhana and Ismail, Zubaidah and Sherif, Mohsen and El-Shafie, Ahmed (2021) Groundwater quality forecasting modelling using artificial intelligence: A review. Groundwater For Sustainable Development, 14. ISSN 2352-801X, DOI https://doi.org/10.1016/j.gsd.2021.100643.

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.

Habib, Ibtesam and Mohtar, Wan Hanna Melini Wan and El-Shafie, Ahmed and Sharil, Suraya (2021) Potential of epoxidised natural rubber alumina nanoparticles (ENRAN) sheet as local bridge pier scour countermeasure. Ain Shams Engineering Journal, 12 (2). pp. 1255-1265. ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2020.07.030.

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.

Naganna, Sujay Raghavendra and Ibrahim, Hussein Adebayo and Yap, Soon Poh and Tan, Chee Ghuan and Mo, Kim Hung and El-Shafie, Ahmed (2021) Insights into the multifaceted applications of architectural concrete: A state-of-the-art review. Arabian Journal for Science and Engineering, 46 (5). pp. 4213-4223. ISSN 2193-567X, DOI https://doi.org/10.1007/s13369-020-05033-0.

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.

Allawi, Mohammed Falah and Ahmed, Mohammed Lateef and Aidan, Ibraheem Abdallah and Deo, Ravinesh C. and El-Shafie, Ahmed (2021) Developing reservoir evaporation predictive model for successful dam management. Stochastic Environmental Research and Risk Assessment, 35 (2). pp. 499-514. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-020-01918-6.

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.

Ganasan, Reventheran and Tan, Chee Ghuan and Ibrahim, Zainah and Nazri, Fadzli Mohamed and Sherif, Muhammad M. and El-Shafie, Ahmed (2021) Development of crack width prediction models for RC beam-column joint subjected to lateral cyclic loading using machine learning. Applied Sciences-Basel, 11 (16). ISSN 2076-3417, DOI https://doi.org/10.3390/app11167700.

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.

Chaplot, Barkha and Peters, Makama and Birbal, Prashant and Pu, Jaan H. and El-Shafie, Ahmed (2021) Use of gene-expression programming to estimate manning’s roughness coefficient for a low flow stream. Larhyss Journal, 2021 (48). pp. 135-150. ISSN 2521-9782,

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.

Al Khatib, Basem and Poh, Yap Soon and El-Shafie, Ahmed (2020) Delay Factors Management and Ranking for Reconstruction and Rehabilitation Projects Based on the Relative Importance Index (RII). Sustainability, 12 (15). ISSN 20711050, DOI https://doi.org/10.3390/su12156171.

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.

Mohamadi, S. and Ehteram, M. and El-Shafie, Ahmed (2020) Accuracy enhancement for monthly evaporation predicting model utilizing evolutionary machine learning methods. International Journal of Environmental Science and Technology, 17 (7). pp. 3373-3396. ISSN 1735-1472, DOI https://doi.org/10.1007/s13762-019-02619-6.

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.

Choong, Choe Earn and Ibrahim, Shaliza and El-Shafie, Ahmed (2020) Artificial Neural Network (ANN) model development for predicting just suspension speed in solid-liquid mixing system. Flow Measurement and Instrumentation, 71. ISSN 0263-2241, DOI https://doi.org/10.1016/j.flowmeasinst.2019.101689.

Banadkooki, Fatemeh Barzegari and Adamowski, Jan and Singh, Vijay P. and Ehteram, Mohammad and Karami, Hojat and Mousavi, Sayed Farhad and Farzin, Saeed and El-Shafie, Ahmed (2020) Crow algorithm for irrigation management: A case study. Water Resources Management, 34 (3). pp. 1021-1045. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-020-02488-6.

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.

Tikhamarine, Yazid and Souag-Gamane, Doudja and Najah Ahmed, Ali and Kisi, Ozgur and El-Shafie, Ahmed (2020) Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm. Journal of Hydrology, 582. p. 124435. ISSN 0022-1694, DOI https://doi.org/10.1016/j.jhydrol.2019.124435.

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.

Silva Santos, Kelly Marina and Celeste, Alcigeimes B. and El-Shafie, Ahmed (2019) ANNs and inflow forecast to aid stochastic optimization of reservoir operation. Journal of Applied Water Engineering and Research, 7 (4). pp. 314-323. ISSN 2324-9676, DOI https://doi.org/10.1080/23249676.2019.1687017.

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.

Khairuddin, Nuruljannah and Aris, Ahmad Zaharin and El-Shafie, Ahmed and Sheikhy Narany, Tahoora and Ishak, Mohd Yusoff and Isa, Noorain Mohd (2019) Efficient forecasting model technique for river stream flow in tropical environment. Urban Water Journal, 16 (3). pp. 183-192. ISSN 1573-062X, DOI https://doi.org/10.1080/1573062X.2019.1637906.

Rezaie-Balf, Mohammad and Naganna, Sujay Raghavendra and Kisi, Ozgur and El-Shafie, Ahmed (2019) Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam. Hydrological Sciences Journal, 64 (13). pp. 1629-1646. ISSN 0262-6667, DOI https://doi.org/10.1080/02626667.2019.1661417.

Soo, Eugene Zhen Xiang and Jaafar, Wan Zurina Wan and Lai, Sai Hin and Othman, Faridah and El-Shafie, Ahmed and Islam, Tanvir and Srivastava, Prashant and Hadi, Hazlina Salehan Othman (2019) Evaluation of bias-adjusted satellite precipitation estimations for extreme flood events in Langat river basin, Malaysia. Hydrology Research, 51 (1). pp. 105-126. ISSN 0029-1277, DOI https://doi.org/10.2166/nh.2019.071.

Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and Koting, Suhana and Mohd, Nuruol Syuhadaa and El-Shafie, Ahmed (2019) Forecasting hydrological parameters for reservoir system utilizing artificial intelligent models and exploring their influence on operation performance. Knowledge-Based Systems, 163. pp. 907-926. ISSN 0950-7051, DOI https://doi.org/10.1016/j.knosys.2018.10.013.

Sayl, Khamis Naba and Muhammad, Nur Shazwani and El-Shafie, Ahmed (2019) Identification of potential sites for runoff water harvesting. Proceedings of the Institution of Civil Engineers - Water Management, 172 (3). pp. 135-148. ISSN 1741-7589, DOI https://doi.org/10.1680/jwama.16.00109.

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,

Abunama, Taher and Othman, Faridah and Ansari, Mozafar and El-Shafie, Ahmed (2019) Leachate generation rate modeling using artificial intelligence algorithms aided by input optimization method for an MSW landfill. Environmental Science and Pollution Research, 26 (4). pp. 3368-3381. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-018-3749-5.

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.

Karami, Hojat and Farzin, Saeed and Jahangiri, Aylin and Ehteram, Mohammad and Kisi, Ozgur and El-Shafie, Ahmed (2019) Multi-Reservoir System Optimization Based on Hybrid Gravitational Algorithm to Minimize Water-Supply Deficiencies. Water Resources Management, 33 (8). pp. 2741-2760. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-019-02238-3.

Yaseen, Zaher and Ehteram, Mohammad and Hossain, Md. and Fai, Chow and Koting, Suhana and Mohd, Nuruol Syuhadaa and Jaafar, Wan Zurina Wan and Afan, Haitham Abdulmohsin and Lai, Sai Hin and Zaini, Nuratiah and Ahmed, Ali and El-Shafie, Ahmed (2019) A Novel Hybrid Evolutionary Data-Intelligence Algorithm for Irrigation and Power Production Management: Application to Multi-Purpose Reservoir Systems. Sustainability, 11 (7). p. 1953. ISSN 2071-1050, DOI https://doi.org/10.3390/su11071953.

Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and El-Shafie, Ahmed (2019) Novel reservoir system simulation procedure for gap minimization between water supply and demand. Journal of Cleaner Production, 206. pp. 928-943. ISSN 0959-6526, DOI https://doi.org/10.1016/j.jclepro.2018.09.237.

Karami, Hojat and Ehteram, Mohammad and Mousavi, Sayed-Farhad and Farzin, Saeed and Kisi, Ozgur and El-Shafie, Ahmed (2019) Optimization of energy management and conversion in the water systems based on evolutionary algorithms. Neural Computing and Applications, 31 (10). pp. 5951-5964. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-018-3412-6.

Adnan, Rana Muhammad and Liang, Zhongmin and El-Shafie, Ahmed and Zounemat-Kermani, Mohammad and Kisi, Ozgur (2019) Prediction of Suspended Sediment Load Using Data-Driven Models. Water, 11 (10). p. 2060. ISSN 2073-4441, DOI https://doi.org/10.3390/w11102060.

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.

Turgut, Mert Sinan and Turgut, Oguz Emrah and Afan, Haitham Abdulmohsin and El-Shafie, Ahmed (2019) A novel Master–Slave optimization algorithm for generating an optimal release policy in case of reservoir operation. Journal of Hydrology, 577. p. 123959. ISSN 0022-1694, DOI https://doi.org/10.1016/j.jhydrol.2019.123959.

Ansari, Mozafar and Othman, Faridah and Abunama, Taher and El-Shafie, Ahmed (2018) Analysing the accuracy of machine learning techniques to develop an integrated influent time series model: case study of a sewage treatment plant, Malaysia. Environmental Science and Pollution Research, 25 (12). pp. 12139-12149. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-018-1438-z.

Yaseen, Zaher Mundher and Fu, Minglei and Wang, Chen and Mohtar, Wan Hanna Melini Wan and Deo, Ravinesh C. and El-Shafie, Ahmed (2018) Application of the Hybrid Artificial Neural Network Coupled with Rolling Mechanism and Grey Model Algorithms for Streamflow Forecasting Over Multiple Time Horizons. Water Resources Management, 32 (5). pp. 1883-1899. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-018-1909-5.

Fiyadh, Seef Saadi and AlSaadi, Mohammed Abdulhakim and AlOmar, Mohamed Khalid and Fayaed, Sabah Saadi and El-Shafie, Ahmed (2018) Arsenic removal from water using N,N-diethylethanolammonium chloride based DES-functionalized CNTs: (NARX) neural network approach. Journal of Water Supply: Research and Technology-Aqua, 67 (6). pp. 531-542. ISSN 0003-7214, DOI https://doi.org/10.2166/aqua.2018.107.

Celeste, Alcigeimes Batista and El-Shafie, Ahmed (2018) Assessment of Stochastic Operation Optimization for Reservoirs of Contrasting Scales. Water Resources Management, 32 (11). pp. 3751-3763. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-018-2017-2.

Fiyadh, Seef Saadi and AlSaadi, Mohammed Abdulhakim and AlOmar, Mohamed Khalid and Fayaed, Sabah Saadi and Mjalli, Farouq Sabri and El-Shafie, Ahmed (2018) BTPC-Based DES-Functionalized CNTs for As3+ Removal from Water: NARX Neural Network Approach. Journal of Environmental Engineering, 144 (8). 04018070. ISSN 0733-9372, DOI https://doi.org/10.1061/(ASCE)EE.1943-7870.0001412.

Ethteram, Mohammad and Mousavi, Sayed Farhad and Karami, Hojat and Farzin, Saeed and Deo, Ravinesh and Othman, Faridah and Chau, Kwok Wing and Sarkamaryan, Saeed and Singh, Vijay P. and El-Shafie, Ahmed (2018) Bat algorithm for dam–reservoir operation. Environmental Earth Sciences, 77 (13). p. 510. ISSN 1866-6280, DOI https://doi.org/10.1007/s12665-018-7662-5.

Hamim, Asmah and Yusoff, Nur Izzi Md and Ceylan, Halil and Rosyidi, Sri Atmaja P. and El-Shafie, Ahmed (2018) Comparative study on using static and dynamic finite element models to develop FWD measurement on flexible pavement structures. Construction and Building Materials, 176. pp. 583-592. ISSN 0950-0618, DOI https://doi.org/10.1016/j.conbuildmat.2018.05.082.

Al Khatib, Basem and Yap, Soon Poh and El-Shafie, Ahmed (2018) Delay Factors in Reconstruction Projects: A Case Study of Mataf Expansion Project. Sustainability, 10 (12). p. 4772. ISSN 2071-1050, DOI https://doi.org/10.3390/su10124772.

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,

Farzin, Saeed and Singh, Vijay and Karami, Hojat and Farahani, Nazanin and Ehteram, Mohammad and Kisi, Ozgur and Allawi, Mohammed Falah and Mohd, Nuruol Syuhadaa and El-Shafie, Ahmed (2018) Flood Routing in River Reaches Using a Three-Parameter Muskingum Model Coupled with an Improved Bat Algorithm. Water, 10 (9). p. 1130. ISSN 2073-4441, DOI https://doi.org/10.3390/w10091130.

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.

Wan Mohtar, Wan Hanna Melini and Afan, Haitham and El-Shafie, Ahmed and Bong, Charles Hin Joo and Ab. Ghani, Aminuddin (2018) Influence of bed deposit in the prediction of incipient sediment motion in sewers using artificial neural networks. Urban Water Journal, 15 (4). pp. 296-302. ISSN 1573-062X, DOI https://doi.org/10.1080/1573062X.2018.1455880.

Yaseen, Zaher and Ehteram, Mohammad and Sharafati, Ahmad and Shahid, Shamsuddin and Al-Ansari, Nadhir and El-Shafie, Ahmed (2018) The Integration of Nature-Inspired Algorithms with Least Square Support Vector Regression Models: Application to Modeling River Dissolved Oxygen Concentration. Water, 10 (9). p. 1124. ISSN 2073-4441, DOI https://doi.org/10.3390/w10091124.

Ehteram, Mohammad and P. Singh, Vijay and Karami, Hojat and Hosseini, Khosrow and Dianatikhah, Mojgan and Hossain, Md. and Ming Fai, Chow and El-Shafie, Ahmed (2018) Irrigation Management Based on Reservoir Operation with an Improved Weed Algorithm. Water, 10 (9). p. 1267. ISSN 2073-4441, DOI https://doi.org/10.3390/w10091267.

Shah, S.N.R. and Ramli Sulong, Nor Hafizah and El-Shafie, Ahmed (2018) New approach for developing soft computational prediction models for moment and rotation of boltless steel connections. Thin-Walled Structures, 133. pp. 206-215. ISSN 0263-8231, DOI https://doi.org/10.1016/j.tws.2018.09.032.

Yaseen, Zaher Mundher and Allawi, Mohammed Falah and Yousif, Ali A. and Jaafar, Othman and Hamzah, Firdaus Mohamad and El-Shafie, Ahmed (2018) Non-tuned machine learning approach for hydrological time series forecasting. Neural Computing and Applications, 30 (5). pp. 1479-1491. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-016-2763-0.

Habib, Ibtesam Abudallah and Mohtar, Wan Hanna Melini Wan and Elsaiad, Atef and El-Shafie, Ahmed (2018) Nose-Angle Bridge Piers as Alternative Countermeasures for Local Scour Reduction. The Baltic Journal of Road and Bridge Engineering, 13 (2). pp. 110-120. ISSN 1822-427X, DOI https://doi.org/10.7250/bjrbe.2018-13.405.

Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and Ehteram, Mohammad and Hossain, Md Shabbir and El-Shafie, Ahmed (2018) Operating a reservoir system based on the shark machine learning algorithm. Environmental Earth Sciences, 77 (10). p. 366. ISSN 1866-6280, DOI https://doi.org/10.1007/s12665-018-7546-8.

Yaseen, Zaher Mundher and Karami, Hojat and Ehteram, Mohammad and Mohd, Nuruol Syuhadaa and Mousavi, Sayed Farhad and Lai, Sai Hin and Kisi, Ozgur and Farzin, Saeed and Kim, Sungwon and El-Shafie, Ahmed (2018) Optimization of Reservoir Operation using New Hybrid Algorithm. KSCE Journal of Civil Engineering, 22 (11). pp. 4668-4680. ISSN 1226-7988, DOI https://doi.org/10.1007/s12205-018-2095-y.

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.

Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and Mohd, Nuruol Syuhadaa and Deo, Ravinesh C. and El-Shafie, Ahmed (2018) Reservoir inflow forecasting with a modified coactive neuro-fuzzy inference system: a case study for a semi-arid region. Theoretical and Applied Climatology, 134 (1-2). pp. 545-563. ISSN 0177-798X, DOI https://doi.org/10.1007/s00704-017-2292-5.

Ehteram, Mohammad and Mousavi, Sayed Farhad and Karami, Hojat and Farzin, Saeed and Singh, Vijay P. and Chau, Kwok Wing and El-Shafie, Ahmed (2018) Reservoir operation based on evolutionary algorithms and multi-criteria decision-making under climate change and uncertainty. Journal of Hydroinformatics, 20 (2). pp. 332-355. ISSN 1464-7141, DOI https://doi.org/10.2166/hydro.2018.094.

Keshtegar, Behrooz and Baharom, Shahrizan and El-Shafie, Ahmed (2018) Self-adaptive conjugate method for a robust and efficient performance measure approach for reliability-based design optimization. Engineering with Computers, 34 (1). pp. 187-202. ISSN 0177-0667, DOI https://doi.org/10.1007/s00366-017-0529-7.

Aljanabi, Qasim A. and Chik, Zamri and Allawi, Mohammed Falah and El-Shafie, Amr H. and Ahmed, Ali N. and El-Shafie, Ahmed (2018) Support vector regression-based model for prediction of behavior stone column parameters in soft clay under highway embankment. Neural Computing and Applications, 30 (8). pp. 2459-2469. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-016-2807-5.

Allawi, Mohammed Falah and Jaafar, Othman and Ehteram, Mohammad and Mohamad Hamzah, Firdaus and El-Shafie, Ahmed (2018) Synchronizing Artificial Intelligence Models for Operating the Dam and Reservoir System. Water Resources Management, 32 (10). pp. 3373-3389. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-018-1996-3.

Hossain, Md Shabbir and El-Shafie, Ahmed and Mahzabin, Mst Sadia and Zawawi, Mohd Hafiz (2018) System performances analysis of reservoir optimization–simulation model in application of artificial bee colony algorithm. Neural Computing and Applications, 30 (7). pp. 2101-2112. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-016-2798-2.

Khan, Md Munir Hayet and Muhammad, Nur Shazwani and El-Shafie, Ahmed (2018) Wavelet-ANN versus ANN-Based Model for Hydrometeorological Drought Forecasting. Water, 10 (8). p. 998. ISSN 2073-4441, DOI https://doi.org/10.3390/w10080998.

Diop, Lamine and Bodian, Ansoumana and Djaman, Koffi and Yaseen, Zaher Mundher and Deo, Ravinesh C. and El-Shafie, Ahmed and Brown, Larry C. (2018) The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River. Environmental Earth Sciences, 77 (5). p. 182. ISSN 1866-6280, DOI https://doi.org/10.1007/s12665-018-7376-8.

Valizadeh, Nariman and Mirzaei, Majid and Allawi, Mohammed Falah and Afan, Haitham Abdulmohsin and Mohd, Nuruol Syuhadaa and Hussain, Aini and El-Shafie, Ahmed (2017) Artificial intelligence and geo-statistical models for stream-flow forecasting in ungauged stations: state of the art. Natural Hazards, 86 (3). pp. 1377-1392. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-017-2740-7.

Ahmad, A. and Razali, S.F.M. and Mohamed, Z.S. and El-Shafie, Ahmed (2016) The Application of Artificial Bee Colony and Gravitational Search Algorithm in Reservoir Optimization. Water Resources Management, 30 (7). pp. 2497-2516. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-016-1304-z.

Allawi, Mohammed Falah and El-Shafie, Ahmed (2016) Utilizing RBF-NN and ANFIS Methods for Multi-Lead ahead Prediction Model of Evaporation from Reservoir. Water Resources Management, 30 (13). pp. 4773-4788. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-016-1452-1.