Curriculum Vitae

PERSONAL DETAILS

PROF. DR. AHMED HUSSEIN KAMEL AHMED ELSHAFIE

  • Professor

  • Department of Civil Engineering
    Faculty of Engineering
  •    0379677651
  •   elshafie@um.edu.my

BIOGRAPHY

 

A. El-shafie received his B.Sc. and M.Sc. from the Department of Civil Engineering from Cairo University, Giza, Egypt in 1993 and 1998, respectively. In 2003, he received his PhD in water resources management and planning from Department of Civil Engineering, Cairo University under collaborative academic channel program with Civil Engineering Department, University of Calgary, Calgary, Alberta, Canada.

 

Between 2004 and 2007, he was a postdoctoral fellow at Department of Electrical and Computer Engineering at both of Royal Military College of Canada and Queen’s University, Kingston, ON, Canada. Between 2007-2015, he is a Associate Professor with the Smart Engineering System, Department of Civil & Structural Engineering, University Kebangsaan Malaysia, Malaysia. Presently he is a Professor with Department of Civil Engineering, University of Malaya. His research interest is related to artificial intelligence techniques with their applications to several engineering applications giving emphasis to hydrological process, environmental and water resources, dam and reservoir operation and multi-sensor system integration.

ADMINISTRATIVE DUTIES
(Role),(Level),(Duration)
  • Academic Advisory for Internationa Students, Faculty, 12/10/2020 to 22/02/2021
  • Member, Student Affair, Faculty, 20/07/2017 to 03/05/2021
  • Member, Exam Committee, and Wakil Lembaga Pemeriksa (WLP) , Faculty, 03/07/2017 to 03/05/2021
  • JIT committee, Faculty, 09/01/2017 to 03/05/2021
  • HEAD OF UNIT, Faculty, 03/07/2017 to 30/06/2018
ACADEMIC QUALIFICATION
(Qualification),(Field),(Institution),(Year)
  • PhD (Civil Engineering), CIVIL ENGINEERING(BUILDING AND ENVIRONMENTAL TECHNOLOGY), CAIRO UNIVERSITY, EGYPT & UNIVERSITY OF CALGARY, CANADA
  • MEng (Civl Engineering), CIVIL ENGINEERING(CIVIL ENGINEERING - IRRIGATION AND HYDRAULICCS), CAIRO UNIVERSITY, EGYPT
  • BEng (Civil Engineering), CIVIL ENGINEERING, CAIRO UNIVERSITY, EGYPT
MEMBERSHIPS
(Organisation),(Role),(Duration),(Level)
  • Inst. Engineering Technology, Chartered Engineer, Since 2019 (International)
  • International Conference on Advanced Functional Materials (ICAFM2018), Academic Committee Member, 2018 to 2018 (International)
  • Inst. Engineering Technology, Graduate Member, 2017 to 2018 (International)
SPECIALIZATION
(Area)
Area of Expertise
  • WATER BODY MANAGEMENT (Water Quality Modeling)
  • WATER BODY MANAGEMENT (Sediment Prediction Model)
  • RIVER ENGINEERING (Stream flow modeling)
  • SURFACE WATER HYDROLOGY (Water Resources Management)
  • TEACHING
    (Course Title),(Level of Study),(Institution),(Academic Session)
    Teaching
  • KAEA2101 - COMPUTER PROGRAMMING, First Degree, UNIVERSITY MALAYA (2015/2016 - )
  • KAEA4357 - SURFACE WATER HYDROLOGY, First Degree, UNIVERSITY MALAYA (2015/2016 - 2 )
  • KAEA1151 - FLUID MECHANICS, First Degree, UNIVERSITY MALAYA (2015/2016 - 1 )
  • KAEA1151 - FLUID MECHANICS, First Degree, UNIVERSITY MALAYA (2015/2016 - 2 )
  • KAEA4357 - Surface Water Hydrology, First Degree, UNIVERSITY MALAYA (2016/2017 - )
  • KIA1001 - Drawing for engineering and computer programing, First Degree, UNIVERSITY MALAYA (2016/2017 - 2 )
  • KAEA2101 - Computer Programing, First Degree, UNIVERSITY MALAYA (2016/2017 - 1 )
  • KAEA4283 - Integrated Design, First Degree, UNIVERSITY MALAYA (2016/2017 - )
  • KIA1001 - Drawing for engineering and computer program, First Degree, UNIVERSITY MALAYA (2017/2018 - 1 )
  • KIA2003 - Fluid Mechanics, First Degree, UNIVERSITY MALAYA (2017/2018 - 1 )
  • KIX2001 - INTEGRATED DESIGN I, First Degree, UNIVERSITY MALAYA (2018/2019 - 1 )
  • KIX2001 - INTEGRATED DESIGN I, First Degree, UNIVERSITY MALAYA (2019/2020 - 1 )
  • KIA2003 - FLUID MECHANICS, First Degree, UNIVERSITY MALAYA (2019/2020 - )
  • Teaching Activity
  • KID4005 - ADVANCED HYDROLOGY ENGINEERING, Bachelor/First Degree, University Malaya (2020)
  • KID4005 - ADVANCED HYDROLOGY ENGINEERING, Bachelor/First Degree, University Malaya (2021)
  • KIA4002 - CAPSTONE DESIGN PROJECT, Bachelor/First Degree, University Malaya (2020)
  • KIA2003 - FLUID MECHANICS, Bachelor/First Degree, University Malaya (2021)
  • KIX3001 - INTEGRATED DESIGN 2, Bachelor/First Degree, University Malaya (2020)
  • KIX2001 - INTEGRATED DESIGN I, Bachelor/First Degree, University Malaya (2021)
  • KIA2008 - LABORATORY B (ENVIRONMENTAL AND WATER ENGINEERING), Bachelor/First Degree, University Malaya (2020)
  • PUBLICATIONS
    (Title of publication in APA style)
    WoS
    2022
    • Abdalrahman, Ghada; Lai, Sai Hin; Kumar, Pavitra; Ahmed, Ali Najah; Sherif, Mohsen; Sefelnasr, Ahmed; Chau, Kwok Wing; 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), 397-421. doi:10.1080/19942060.2021.2019126
    • Ahmed, Ali Najah; Yafouz, Ayman; Birima, Ahmed H.; Kisi, Ozgur; Huang, Yuk Feng; Sherif, Mohsen; Sefelnasr, Ahmed; 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), 422-440. doi:10.1080/19942060.2021.2019128
    • Yafouz, Ayman; AlDahoul, Nouar; Birima, Ahmed H.; Ahmed, Ali Najah; Sherif, Mohsen; Sefelnasr, Ahmed; Allawi, Mohammed Falah; Elshafie, Ahmed (2022). Comprehensive comparison of various machine learning algorithms for short-term ozone concentration prediction, ALEXANDRIA ENGINEERING JOURNAL. 61(6), 4607-4622. doi:10.1016/j.aej.2021.10.021
    • Afan, Haitham Abdulmohsin; Yafouz, Ayman; Birima, Ahmed H.; Ahmed, Ali Najah; Kisi, Ozgur; Chaplot, Barkha; El-Shafie, Ahmed (2022). Linear and stratified sampling-based deep learning models for improving the river streamflow forecasting to mitigate flooding disaster, NATURAL HAZARDS. (), . doi:10.1007/s11069-022-05237-7
    • Saab, Saad Mawlood; Othman, Faridah Binti; Tan, Chee Ghuan; Allawi, Mohammed Falah; El-Shafie, Ahmed (2022). Review on generating optimal operation for dam and reservoir water system: simulation models and optimization algorithms, APPLIED WATER SCIENCE. 12(4), . doi:10.1007/s13201-022-01593-8
    • Huang, Yuk Feng; Ahmed, Ali Najah; Ng, Jing Lin; Tan, Kok Weng; Kumar, Pavitra; El-Shafie, Ahmed (2022). Rainfall Variability Index (RVI) analysis of dry spells in Malaysia, NATURAL HAZARDS. (), . doi:10.1007/s11069-022-05234-w
    • Chong, K. L.; Huang, Y. F.; Koo, C. H.; Ahmed, Ali Najah; El-Shafie, Ahmed (2022). Spatiotemporal variability analysis of standardized precipitation indexed droughts using wavelet transform, JOURNAL OF HYDROLOGY. 605(), . doi:10.1016/j.jhydrol.2021.127299
    • Osman, Ahmedbahaaaldin Ibrahem Ahmed; Ahmed, Ali Najah; Huang, Yuk Feng; Kumar, Pavitra; Birima, Ahmed H.; Sherif, Mohsen; Sefelnasr, Ahmed; Ebraheemand, Abdel Azim; El-Shafie, Ahmed (2022). Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches, ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING. (), . doi:10.1007/s11831-022-09715-w
    • Adnan, Rana Muhammad; Kisi, Ozgur; Mostafa, Reham R.; Ahmed, Ali Najah; El-Shafie, Ahmed (2022). The potential of a novel support vector machine trained with modified mayfly optimization algorithm for streamflow prediction, HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 67(2), 161-174. doi:10.1080/02626667.2021.2012182
    • Achite, Mohammed; Banadkooki, Fatemeh Barzegari; Ehteram, Mohammad; Bouharira, Abdelhak; Ahmed, Ali Najah; Elshafie, Ahmed (2022). Exploring Bayesian model averaging with multiple ANNs for meteorological drought forecasts, STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. (), . doi:10.1007/s00477-021-02150-6
    • Ehteram, Mohammad; Panahi, Fatemeh; Ahmed, Ali Najah; Mosavi, Amir H.; El-Shafie, Ahmed (2022). Inclusive Multiple Model Using Hybrid Artificial Neural Networks for Predicting Evaporation, FRONTIERS IN ENVIRONMENTAL SCIENCE. 9(), . doi:10.3389/fenvs.2021.789995
    • Essam, Yusuf; Huang, Yuk Feng; Birima, Ahmed H.; Ahmed, Ali Najah; El-Shafie, Ahmed (2022). Predicting suspended sediment load in Peninsular Malaysia using support vector machine and deep learning algorithms, SCIENTIFIC REPORTS. 12(1), . doi:10.1038/s41598-021-04419-w
    • Hamzah, Fatimah Bibi; Mohamad Hamzah, Firdaus; Mohd Razali, Siti Fatin; 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), 137-149. doi:10.1080/02626667.2021.2001471
    • Latif, Sarmad Dashti; Birima, Ahmed H.; Ahmed, Ali Najah; Hatem, Dahan Mohammed; Al-Ansari, Nadhir; Fai, Chow Ming; El-Shafie, Ahmed (2022). Development of prediction model for phosphate in reservoir water system based machine learning algorithms, AIN SHAMS ENGINEERING JOURNAL. 13(1), . doi:10.1016/j.asej.2021.06.009
    • Wan Mohtar, Wan Hanna Melini; Hin Joo Bong, Charles; Ab Ghani, Aminuddin; Safari, Mir Jafar Sadegh; Taib, Aizat Mohd; Afan, Haitham Abdulmohsin; EL-SHAFIE, Ahmed (2022). Sediment Incipient Motion in Sewer with a Bed Deposit, TEKNIK DERGI. 33(1), 11473-11486. doi:10.18400/tekderg.572529
    • Salimi, Amir Hossein; Shamshiri, Ali; Jaberi, Ehsan; Bonakdari, Hossein; Akhbari, Azam; Delatolla, Robert; Hassanvand, Mohammad Reza; Agharazi, Mohammad; Huang, Yuk Feng; Ahmed, Ali Najah; Elshafie, Ahmed (2022). Total iron removal from aqueous solution by using modified clinoptilolite, AIN SHAMS ENGINEERING JOURNAL. 13(1), . doi:10.1016/j.asej.2021.05.009
    2021
    • Kumar, P., Lai, S. H., Mohd, N. S., Kamal, M. R., Ahmed, A. N., Sherif, M., . . . El-shafie, A. (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), 1843-1867. doi: 10.1080/19942060.2021.1990134
    • Allawi, M. F., Hussain, I. R., Salman, M. I., & El-Shafie, A. (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), 2391-2410. doi: 10.1007/s00477-021-02052-7
    • Lai, V., Huang, Y. F., Koo, C. H., Ahmed, A. N., & El-Shafie, A. (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), 1682-1702. doi: 10.1080/19942060.2021.1982777
    • Ehteram, M., Ahmed, A. N., Kumar, P., Sherif, M., & El-Shafie, A. (2021). Predicting freshwater production and energy consumption in a seawater greenhouse based on ensemble frameworks using optimized multi-layer perceptron. Energy Reports, 7, 6308-6326. doi: 10.1016/j.egyr.2021.09.079
    • Hanoon, M. S., Ahmed, A. N., Zaini, N., Razzaq, A., Kumar, P., Sherif, M., . . . El-Shafie, A. (2021). Developing machine learning algorithms for meteorological temperature and humidity forecasting at Terengganu state in Malaysia. Scientific reports, 11(1), 19. doi: 10.1038/s41598-021-96872-w
    • Latif, S. D., Ahmed, A. N., Sathiamurthy, E., Huang, Y. F., & El-Shafie, A. (2021). Evaluation of deep learning algorithm for inflow forecasting: a case study of Durian Tunggal Reservoir, Peninsular Malaysia. Natural Hazards, 109(1), 351-369. doi: 10.1007/s11069-021-04839-x
    • Ehteram, M., Banadkooki, F. B., Fai, C. M., Moslemzadeh, M., Sapitang, M., Ahmed, A. N., . . . El-Shafie, A. (2021). Optimal operation of multi-reservoir systems for increasing power generation using a seagull optimization algorithm and heading policy. Energy Reports, 7, 3703-3725. doi: 10.1016/j.egyr.2021.06.008
    • Khan, S., Yap, S. P., Tan, C. G., Ganasan, R., Sherif, M. M., & El-Shafie, A. (2021). Torsional Crack Localization in Palm Oil Clinker Concrete Using Acoustic Emission Method. Materials, 14(18), 18. doi: 10.3390/ma14185446
    • Ganasan, R., Tan, C. G., Ibrahim, Z., Nazri, F. M., Sherif, M. M., & El-Shafie, A. (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), 24. doi: 10.3390/app11167700
    • Tiu, ESK; Huang, YF; Ng, JL; AlDahoul, N; Ahmed, AN; Elshafie, A (2021). An evaluation of various data pre-processing techniques with machine learning models for water level prediction, NATURAL HAZARDS. (), . doi:10.1007/s11069-021-04939-8
    • Naganna, S. R., Ibrahim, H. A., Yap, S. P., Tan, C. G., Mo, K. H., & El-Shafie, A. (2021). Insights into the Multifaceted Applications of Architectural Concrete: A State-of-the-Art Review. Arabian Journal for Science and Engineering, 46(5), 4213-4223. doi: 10.1007/s13369-020-05033-0
    • Ahmed, A. N., Lam, T. V., Hung, N. D., Thieu, N. V., Kisi, O., & El-Shafie, A. (2021). A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. Applied Soft Computing, 105, 19. doi: 10.1016/j.asoc.2021.107282
    • Ehteram, M., Ahmed, A. N., Latif, S. D., Huang, Y. F., Alizamir, M., Kisi, O., . . . El-Shafie, A. (2021). Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction. Environmental Science and Pollution Research, 28(2), 1596-1611. doi: 10.1007/s11356-020-10421-y
    • Allawi, M. F., Ahmed, M. L., Aidan, I. A., Deo, R. C., & El-Shafie, A. (2021). Developing reservoir evaporation predictive model for successful dam management. Stochastic Environmental Research and Risk Assessment, 35(2), 499-514. doi: 10.1007/s00477-020-01918-6
    • Allawi, M. F., Aidan, I. A., & El-Shafie, A. (2021). Enhancing the performance of data-driven models for monthly reservoir evaporation prediction. Environmental Science and Pollution Research, 28(7), 8281-8295. doi: 10.1007/s11356-020-11062-x
    • Osman, A. I. A., Ahmed, A. N., Chow, M. F., Huang, Y. F., & El-Shafie, A. (2021). Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia. Ain Shams Engineering Journal, 12(2), 1545-1556. doi: 10.1016/j.asej.2020.11.011
    • Yafouz, A., Ahmed, A. N., Zaini, N., Sherif, M., Sefelnasr, A., & El-Shafie, A. (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), 902-933. doi: 10.1080/19942060.2021.1926328
    • Sami, B. H. Z., Khai, W. J., Sami, B. F. Z., Fai, C. M., Essam, Y., Ahmed, A. N., & El-Shafie, A. (2021). Investigating the reliability of machine learning algorithms as a sustainable tool for total suspended solid prediction. Ain Shams Engineering Journal, 12(2), 1607-1622. doi: 10.1016/j.asej.2021.01.007
    • Latif, S. D., Marhain, S., Hossain, M. S., Ahmed, A. N., Sherif, M., Sefelnasr, A., & El-Shafie, A. (2021). Optimizing the Operation Release Policy Using Charged System Search Algorithm: A Case Study of Klang Gates Dam, Malaysia. Sustainability, 13(11), 19. doi: 10.3390/su13115900
    • Yafouz, A., Ahmed, A. N., Zaini, N., & El-Shafie, A. (2021). Ozone Concentration Forecasting Based on Artificial Intelligence Techniques: A Systematic Review. Water Air and Soil Pollution, 232(2), 29. doi: 10.1007/s11270-021-04989-5
    • Ehteram, M., Teo, F. Y., Ahmed, A. N., Latif, S. D., Huang, Y. F., Abozweita, O., . . . El-Shafie, A. (2021). Performance improvement for infiltration rate prediction using hybridized Adaptive Neuro-Fuzzy Inferences System (ANFIS) with optimization algorithms. Ain Shams Engineering Journal, 12(2), 1665-1676. doi: 10.1016/j.asej.2020.08.019
    • Habib, I., Mohtar, W., El-Shafie, A., & Sharil, S. (2021). Potential of Epoxidised Natural Rubber Alumina Nanoparticles (ENRAN) sheet as local bridge pier scour countermeasure. Ain Shams Engineering Journal, 12(2), 1255-1265. doi: 10.1016/j.asej.2020.07.030
    • Darabi, H., Mohamadi, S., Karimidastenaei, Z., Kisi, O., Ehteram, M., Elshafie, A., & Haghighi, A. T. (2021). Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models. Soft Computing, 25(11), 7609-7626. doi: 10.1007/s00500-021-05721-5
    • Ridwan, W. M., Sapitang, M., Aziz, A., Kushiar, K. F., Ahmed, A. N., & El-Shafie, A. (2021). Rainfall forecasting model using machine learning methods: Case study Terengganu, Malaysia. Ain Shams Engineering Journal, 12(2), 1651-1663. doi: 10.1016/j.asej.2020.09.011
    • Kamel, A. H., Afan, H. A., Sherif, M., Ahmed, A. N., & El-Shafie, A. (2021). RBFNN versus GRNN modeling approach for sub-surface evaporation rate prediction in arid region. Sustainable Computing-Informatics & Systems, 30, 10. doi: 10.1016/j.suscom.2021.100514
    • Latif, S. D., Ahmed, A. N., Sherif, M., Sefelnasr, A., & El-Shafie, A. (2021). Reservoir water balance simulation model utilizing machine learning algorithm. Alexandria Engineering Journal, 60(1), 1365-1378. doi: 10.1016/j.aej.2020.10.057
    • Chong, K. L., Lai, S. H., Ahmed, A. N., Zaafar, W. Z. W., Rao, R. V., Sherif, M., . . . El-Shafie, A. (2021). Review on Dam and Reservoir Optimal Operation for Irrigation and Hydropower Energy Generation Utilizing Meta-Heuristic Algorithms. IEEE Access, 9, 19488-19505. doi: 10.1109/access.2021.3054424
    • Abdalrahman, G. A. M., Lai, S. H., Snounu, I., Kumar, P., Sefelnasr, A., Sherif, M., & El-shafie, A. (2021). Review on wastewater treatment ponds clogging under artificial recharge: Impacting factors and future modelling. Journal of Water Process Engineering, 40, 17. doi: 10.1016/j.jwpe.2020.101848
    • Najah, A., Teo, F. Y., Chow, M. F., Huang, Y. F., Latif, S. D., Abdullah, S., . . . El-Shafie, A. (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), 1009-1018. doi: 10.1007/s13762-021-03139-y
    • AlDahoul, N., Essam, Y., Kumar, P., Ahmed, A. N., Sherif, M., Sefelnasr, A., & Elshafie, A. (2021). Suspended sediment load prediction using long short-term memory neural network. Scientific Reports, 11(1), 22. doi: 10.1038/s41598-021-87415-4
    2020
    • Attar, N. F., Pham, Q. B., Nowbandegani, S. F., Rezaie-Balf, M., Fai, C. M., Ahmed, A. N., . . . El-Shafie, A. (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), 20. doi: 10.3390/app10020571
    Refereed Journals
    2020
    • Al Khatib, B., Yap, S. P., El-Shafie, A. 2020. Delay Factors Management and Ranking for Reconstruction and Rehabilitation Projects Based on the Relative Importance Index (RII). Sustainability, 12 (15): 6171. (WoS)
    • Ibrahim, R.K., Fiyadh, S.S., AlSaadi, M.A., Lai, S.H., Mohd, N.S., Ibrahim, S., Afan, H.A., Fai, C.M., Ahmed, A.N., Elshafie, A. 2020. Feedforward Artificial Neural Network-Based Model for Predicting the Removal of Phenolic Compounds from Water by Using Deep Eutectic Solvent-Functionalized CNTs. Molecules, 25, 1511. (WoS)
    • Kumar, P., Lai, S.H., Mohd, N.S., Kamal, M.R., Afan, H.A., Ahmed, A.N., Sherif, M., Sefelnasr, A., El-Shafie, A. 2020. Optimised neural network model for river-nitrogen prediction utilizing a new training approach. PLoS ONE, 15, e0239509. (WoS)
    • Kumar, P., Lai, S.H., Wong, J.K., Mohd, N.S., Kamal, M.R., Afan, H.A., Ahmed, A.N., Sherif, M., Sefelnasr, A., El-Shafie, A. 2020. Review of nitrogen compounds prediction in water bodies using artificial neural networks and other models. Sustainability, 12, 4359. (WoS)
    • Tikhamarine Y., Souag-Gamane D., Ahmed A.N., Sammen S.S., Kisi O., Huang Y.F., El-Shafie A., Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization, 2020, Journal of Hydrology, 589, , 125133 (WoS)
    • Banadkooki F.B., Ehteram M., Ahmed A.N., Teo F.Y., Ebrahimi M., Fai C.M., Huang Y.F., El-Shafie A., Suspended sediment load prediction using artificial neural network and ant lion optimization algorithm, 2020, Environmental Science and Pollution Research, 27, 30, , 38094, 38116 (WoS)
    • Banadkooki F.B., Ehteram M., Ahmed A.N., Teo F.Y., Fai C.M., Afan H.A., Sapitang M., El-Shafie A., Enhancement of Groundwater-Level Prediction Using an Integrated Machine Learning Model Optimized by Whale Algorithm, 2020, Natural Resources Research, 29, 5, , 3233, 3252 (WoS)
    • Mohamadi S., Sammen S.S., Panahi F., Ehteram M., Kisi O., Mosavi A., Ahmed A.N., El-Shafie A., Al-Ansari N., Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm, 2020, Natural Hazards, 104, 1, , 537, 579 (WoS)
    • Allawi M.F., Aidan I.A., El-Shafie A., Enhancing the performance of data-driven models for monthly reservoir evaporation prediction, 2020, Environmental Science and Pollution Research (WoS)
    • Khan F.A., Ali Khan T.M., Ahmed A.N., Afan H.A., Sherif M., Sefelnasr A., El-Shafie A., Complex extreme sea levels prediction analysis: Karachi coast case study, 2020, Entropy, 22, 5, 549 (WoS)
    • Sapitang M., Ridwan W.M., Kushiar K.F., Ahmed A.N., El-Shafie A., Machine learning application in reservoir water level forecasting for sustainable hydropower generation strategy, 2020, Sustainability (Switzerland), 12, 15, 6121 (WoS)
    • Mohammadi B., Linh N.T.T., Pham Q.B., Ahmed A.N., Vojtekov J., Guan Y., Abba S.I., El-Shafie A., Adaptive neuro-fuzzy inference system coupled with shuffled frog leaping algorithm for predicting river streamflow time series, 2020, Hydrological Sciences Journal, 65, 10, , 1738, 1751 (WoS)
    • Mohamadi S., Ehteram M., El-Shafie A., Accuracy enhancement for monthly evaporation predicting model utilizing evolutionary machine learning methods, 2020, International Journal of Environmental Science and Technology, 17, 7, , 3373, 3396 (WoS)
    • Banadkooki F.B., Adamowski J., Singh V.P., Ehteram M., Karami H., Mousavi S.F., Farzin S., EL-Shafie A., Crow Algorithm for Irrigation Management: A Case Study, 2020, Water Resources Management, 34, 3, , 1021, 1045 (WoS)
    • Pham Q.B., Afan H.A., Mohammadi B., Ahmed A.N., Linh N.T.T., Vo N.D., Moazenzadeh R., Yu P.-S., El-Shafie A., Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm, 2020, Soft Computing (WoS)
    • Osman A., Afan H.A., Allawi M.F., Jaafar O., Noureldin A., Hamzah F.M., Ahmed A.N., El-shafie A., Adaptive Fast Orthogonal Search (FOS) algorithm for forecasting streamflow, 2020, Journal of Hydrology, 586, , 124896 (WoS)
    • Choong C.E., Ibrahim S., El-Shafie A., Artificial Neural Network (ANN) model development for predicting just suspension speed in solid-liquid mixing system, 2020, Flow Measurement and Instrumentation, 71, , 101689 (WoS)
    • Ehteram M., Ahmed A.N., Latif S.D., Huang Y.F., Alizamir M., Kisi O., Mert C., El-Shafie A., Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction, 2020, Environmental Science and Pollution Research (WoS)
    • Malik A., Kumar A., Najah Ahmed A., Ming Fai C., Abdulmohsin Afan H., Sefelnasr A., Sherif M., El-Shafie A., Application of non-parametric approaches to identify trend in streamflow during 1976 2007 (Naula watershed), 2020, Alexandria Engineering Journal, 59, 3, , 1595, 1606 (WoS)
    • Tikhamarine Y., Souag-Gamane D., Najah Ahmed A., Kisi O., El-Shafie A., Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm, 2020, Journal of Hydrology, 582, , 124435 (WoS)
    • Attar N.F., Pham Q.B., Nowbandegani S.F., Rezaie-Balf M., Fai C.M., Ahmed A.N., Pipelzadeh S., Dung T.D., Nhi P.T.T., Khoi D.N., El-Shafie A., Enhancing the prediction accuracy of data-driven models for monthly streamflow in Urmia Lake Basin based upon the autoregressive conditionally heteroskedastic time-series model, 2020, Applied Sciences (Switzerland), 10, 2, 571 (WoS)
    • Muslim T.O., Ahmed A.N., Malek M.A., Afan H.A., Ibrahim R.K., El-Shafie A., Sapitang M., Sherif M., Sefelnasr A., El-Shafie A., Investigating the influence of meteorological parameters on the accuracy of sea-level prediction models in Sabah, Malaysia, 2020, Sustainability (Switzerland), 12, 3, 1193 (WoS)
    • Adnan R.M., Chen Z., Yuan X., Kisi O., El-Shafie A., Kuriqi A., Ikram M., Reference evapotranspiration modeling using new heuristic methods, 2020, Entropy, 22, 5, 547 (WoS)
    • Jumin E., Zaini N., Ahmed A.N., Abdullah S., Ismail M., Sherif M., Sefelnasr A., El-Shafie A., Machine learning versus linear regression modelling approach for accurate ozone concentrations prediction, 2020, Engineering Applications of Computational Fluid Mechanics, 14, 1, , 713, 725 (WoS)
    • Ehteram M., Ahmed A.N., Ling L., Fai C.M., Latif S.D., Afan H.A., Banadkooki F.B., El-Shafie A., Pipeline scour rates prediction-based model utilizing a multilayer perceptron-colliding body algorithm, 2020, Water (Switzerland), 12, 3, 902 (WoS)
    • Alizamir M., Kisi O., Ahmed A.N., Mert C., Fai C.M., Kim S., Kim N.W., El-Shafie A., Advanced machine learning model for better prediction accuracy of soil temperature at different depths, 2020, PLoS ONE, 15, 4, e0231055 (WoS)
    • Khan M.M.H., Muhammad N.S., El-Shafie A., Wavelet based hybrid ANN-ARIMA models for meteorological drought forecasting, 2020, Journal of Hydrology, 590, , 125380 (WoS)
    • Rezaie-Balf M., Attar N.F., Mohammadzadeh A., Murti M.A., Ahmed A.N., Fai C.M., Nabipour N., Alaghmand S., El-Shafie A., Physicochemical parameters data assimilation for efficient improvement of water quality index prediction: Comparative assessment of a noise suppression hybridization approach, 2020, Journal of Cleaner Production, 271, , 122576 (WoS)
    • Hamim A., Md. Yusoff N.I., Omar H.A., Jamaludin N.A.A., Hassan N.A., El-Shafie A., Ceylan H., Integrated finite element and artificial neural network methods for constructing asphalt concrete dynamic modulus master curve using deflection time-history data, 2020, Construction and Building Materials, 257, , 119549 (WoS)
    • Afan, H.A., Allawi, M.F., El-Shafie, A. et al. Input attributes optimization using the feasibility of genetic nature inspired algorithm: Application of river flow forecasting. Sci Rep 10, 4684 (2020). https://doi.org/10.1038/s41598-020-61355-x (WoS)
    2019
    • Fayaed, S.S., Fiyadh, S.S., Khai. W.J., Ahmed, A.N., Afan, H.A., Ibrahim, R.K., Fai, C.M., Koting, S., Mohd, N.S., Jaafar, W.Z., Hin, L.S., El-Shafie, A. 2019. Improving Dam and Reservoir Operation Rules Using Stochastic Dynamic Programming and Artificial Neural Network Integration Model. Sustainability, 11, 5367. (WoS)
    • Ehteram, M., Afan, H.A., Dianatikhah, M., Ahmed, A.N., Fai, C.M., Hossain, M.S., Allawi, M.F. and Elshafie, A., 2019. Assessing the Predictability of an Improved ANFIS Model for Monthly Streamflow Using Lagged Climate Indices as Predictors. Water, 11(6), p.1130. (WoS)
    • Karami, H., Farzin, S., Jahangiri, A., Ehteram, M., Kisi, O. and El-Shafie, A., 2019. Multi-Reservoir System Optimization Based on Hybrid Gravitational Algorithm to Minimize Water-Supply Deficiencies. Water Resources Management, 33(8) pp 2741 2760 (WoS)
    • Ehteram, M., Binti Koting, S., Afan, H.A., Mohd, N.S., Malek, M.A., Ahmed, A.N., El-shafie, A.H., Onn, C.C., Lai, S.H. and El-Shafie, A., 2019. New Evolutionary Algorithm for Optimizing Hydropower Generation Considering Multireservoir Systems. Applied Sciences, 9(11), p.2280 (WoS)
    • 11.Ghazvinian H., Mousavi S.-F., Karami H., Farzin S., Ehteram M., Hossain M.S., Fai C.M., Hashim H.B., Singh V.P., Ros F.C., Ahmed A.N., Afan H.A., Lai S.H., El-Shafie A., Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction, 2019, PLoS ONE, 14, 5, e0217634, (WoS)
    • Valikhan-Anaraki M., Mousavi S.-F., Farzin S., Karami H., Ehteram M., Kisi O., Fai C.M., Hossain M.S., Hayder G., Ahmed A.N., El-Shafie A.H., Bin Hashim H., Afan H.A., Lai S.H., El-Shafie A., Development of a novel hybrid optimization algorithm for minimizing irrigation deficiencies, 2019, Sustainability (Switzerland), 11, 8, 2337, (WoS)
    • Yaseen Z.M., Ehteram M., Hossain M.S., Fai C.M., Koting S.B., Mohd N.S., Jaafar W.Z.B., Afan H.A., Hin L.S., Zaini N., Ahmed A.N., El-Shafie A., A novel hybrid evolutionary data-intelligence algorithm for irrigation and power production management: Application to multi-purpose reservoir systems, 2019, Sustainability (Switzerland), 11, 7, 1953, , (WoS)
    • Ehteram, M., Singh, V.P., Ferdowsi, A., Mousavi, S.F., Farzin, S., Karami, H., Mohd, N.S., Afan, H.A., Lai, S.H., Kisi, O., Malek, M.A., Ahmed, A.N., El-Shafie, A. 2019. An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration, PLoS ONE, 14 (5), e0217499. (WoS)
    • Allawi, M.F., Jaafar, O., Hamzah, F.M., Koting, S.B., Mohd, N.S., El-Shafie, A. 2019. Forecasting hydrological parameters for reservoir system utilizing artificial intelligent models and exploring their influence on operation performance. Knowledge-Based Systems, 163, 907 - 926. (WoS)
    • Ibrahim, R.K., El-Shafie, A., Hin, L.S., Mohd, N.S., Aljumaily, M.M., Ibraim, S., AlSaadi, M.A. 2019. A clean approach for functionalized carbon nanotubes by deep eutectic solvents and their performance in the adsorption of methyl orange from aqueous solution. Journal of Environmental Management, 235, 521 - 534. (WoS)
    • Ho, J.Y., Afan, H.A., El-Shafie, A.H., Koting, S.B., Mohd, N.S., Jaafar, W.Z.B., Elshorbagy, A., El-Shafie A. 2019. Towards a time and cost effective approach to water quality index class prediction. Journal of Hydrology, 575, 148-165. (WoS)
    • Allawi, M.F., Jaafar, O., Hamzah, F.M. and El-Shafie, A., 2019. Novel reservoir system simulation procedure for gap minimization between water supply and demand. Journal of Cleaner Production, 206, pp.928-943. (WoS)
    • 4.Adnan, R.M., Liang, Z., El-Shafie, A., Zounemat-Kermani, M., Kisi, O., Prediction of suspended sediment load using data-driven models, (2019) Water (Switzerland), 11 (10), art. no. 2060 (WoS)
    • Ehteram, M., Ghotbi, S., Kisi, O., Ahmed, A.N., Hayder, G., Fai, C.M., Krishnan, M., Afan, H.A., EL-Shafie, A. Investigation on the potential to integrate different artificial intelligence models with metaheuristic algorithms for improving river suspended sediment predictions, (2019) Applied Sciences (Switzerland), 9 (19), art. no. 4149, (WoS)
    • Turgut, M.S., Turgut, O.E., Afan, H.A., El-Shafie, A., A novel Master Slave optimization algorithm for generating an optimal release policy in case of reservoir operation, (2019) Journal of Hydrology, 577, art. no. 123959 (WoS)
    • Rezaie-Balf, M., Naganna, S.R., Kisi, O., El-Shafie, A.Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam, (2019) Hydrological Sciences Journal, 64 (13), pp. 1629-1646 (WoS)
    • Fiyadh, S.S., AlSaadi, M.A., Jaafar, W.Z.B., AlOmar, M.K., Fayaed, S.S., Hama, A.R., Hin, L.S. and El Shafie, A., 2019. Mercury removal from water using deep eutectic solvents functionalized multi walled carbon nanotubes: Nonlinear autoregressive network with an exogenous input neural network approach. Environmental Progress & Sustainable Energy, 38(6) (WoS)
    2018
    • Ehteram, M., Othman, F.B., Yaseen, Z.M., Afan, H.A., Allawi, M.F., Malek, M.B.A., Ahmed, A.N., Shahid, S., Singh, V.P., El-Shafie, A. Improving the Muskingum flood routing method using a hybrid of particle swarm optimization and bat algorithm (2018) Water (Switzerland), 10 (6), art. no. 807, . DOI: 10.3390/w10060807 (WoS)
    • Allawi, M.F., Jaafar, O., Mohamad Hamzah, F., Ehteram, M., Hossain, M.S., El-Shafie, A. Operating a reservoir system based on the shark machine learning algorithm (2018) Environmental Earth Sciences, 77 (10), art. no. 366, . DOI: 10.1007/s12665-018-7546-8 (WoS)
    • Fiyadh, S.S., Alsaadi, M.A., Alomar, M.K., Fayaed, S.S., Mjalli, F.S., El-Shafie, A. BTPC-Based DES-Functionalized CNTs for A s 3 + Removal from Water: NARX Neural Network Approach (2018) Journal of Environmental Engineering (United States), 144 (8), art. no. 04018070, . DOI: 10.1061/(ASCE)EE.1943-7870.0001412 (WoS)
    • Allawi, M.F., Jaafar, O., Ehteram, M., Mohamad Hamzah, F., El-Shafie, A. Synchronizing Artificial Intelligence Models for Operating the Dam and Reservoir System (2018) Water Resources Management, 32 (10), pp. 3373-3389. DOI: 10.1007/s11269-018-1996-3 (WoS)
    • Yaseen, Z.M., Karami, H., Ehteram, M., Mohd, N.S., Mousavi, S.F., Hin, L.S., Kisi, O., Farzin, S., Kim, S. and El-Shafie, A. 2018. Optimization of Reservoir Operation using New Hybrid Algorithm. KSCE Journal of Civil Engineering, 22(11), 4668 - 4680. (WoS)
    • Wan Mohtar, W.H.M., Afan, H., El-Shafie, A., Bong, C.H.J. and Ab. Ghani, A., 2018. Influence of bed deposit in the prediction of incipient sediment motion in sewers using artificial neural networks. Urban Water Journal, pp.1-7. (WoS)
    • Hamim, A., Yusoff, N.I.M., Ceylan, H., Rosyidi, S.A.P. and El-Shafie, A., 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. (WoS)
    • Ehteram, M., Karami, H., Mousavi, S.F., Farzin, S., Celeste, A.B. and Shafie, A.E., 2018. Reservoir Operation by a New Evolutionary Algorithm: Kidney Algorithm. Water Resources Management, 32(14), pp.4681-4706. (WoS)
    • Yaseen, Z.M., Fu, M., Wang, C., Mohtar, W.H.M.W., Deo, R.C. and El-Shafie, A., 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. (WoS)
    • Allawi, M.F., Jaafar, O., Mohamad Hamzah, F., Abdullah, S.M.S., El-shafie, A. Review on applications of artificial intelligence methods for dam and reservoir-hydro-environment models (2018) Environmental Science and Pollution Research, 25 (14), pp. 13446-13469. DOI: 10.1007/s11356-018-1867-8 (WoS)
    • Diop, L., Bodian, A., Djaman, K., Yaseen, Z.M., Deo, R.C., El-Shafie, A. and Brown, L.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. (WoS)
    • Karami, H., Ehteram, M., Mousavi, S.F., Farzin, S., Kisi, O. and El-Shafie, A., 2018. Optimization of energy management and conversion in the water systems based on evolutionary algorithms. Neural Computing and Applications, pp.1-14. (WoS)
    • Khatib, B., Poh, Y. and El-Shafie, A., 2018. Delay Factors in Reconstruction Projects: A Case Study of Mataf Expansion Project. Sustainability, 10(12), p.4772. (WoS)
    • Ehteram, M., P Singh, V., Karami, H., Hosseini, K., Dianatikhah, M., Hossain, M., Ming Fai, C. and El-Shafie, A., 2018. Irrigation Management Based on Reservoir Operation with an Improved Weed Algorithm. Water, 10(9), p.1267 (WoS)
    • Farzin, S., Singh, V., Karami, H., Farahani, N., Ehteram, M., Kisi, O., Allawi, M., Mohd, N. and El-Shafie, A., 2018. Flood routing in river reaches using a three-parameter muskingum model coupled with an improved bat algorithm. Water, 10(9), p.1130. (WoS)
    • Yaseen, Z., Ehteram, M., Sharafati, A., Shahid, S., Al-Ansari, N. and El-Shafie, A., 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. (WoS)
    • Khan, M., Muhammad, N. and El-Shafie, A., 2018. Wavelet-ANN versus ANN-based model for hydrometeorological drought forecasting. Water, 10(8), p.998. (WoS)
    • Habib, I.A., Mohtar, W.H.M.W., Elsaiad, A. and El-Shafie, A., 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. (WoS)
    • Ehteram, M., Mousavi, S.F., Karami, H., Farzin, S., Singh, V.P., Chau, K.W. and El-Shafie, A., 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. (WoS)
    • Fiyadh, S.S., AlSaadi, M.A., AlOmar, M.K., Fayaed, S.S., Mjalli, F.S. and El-Shafie, A., 2018. BTPC-Based DES-Functionalized CNTs for A s 3+ Removal from Water: NARX Neural Network Approach. Journal of Environmental Engineering, 144(8), p.04018070. (WoS)
    • Celeste, A.B. and El-Shafie, A., 2018. Assessment of Stochastic Operation Optimization for Reservoirs of Contrasting Scales. Water Resources Management, 32(11), pp 3751 3763 (WoS)
    • Keshtegar, B., Baharom, S. and El-Shafie, A., 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. (WoS)
    • Zomorodian, M., Lai, S.H., Homayounfar, M., Ibrahim, S., Fatemi, S.E. and El-Shafie, A., 2018. The state-of-the-art system dynamics application in integrated water resources modeling. Journal of environmental management, 227, pp.294-304. (WoS)
    2017
    • Valizadeh, N., Mirzaei, M., Allawi, M.F., Afan, H.A., Mohd, N.S., Hussain, A., El-Shafie, A. 2017. Artificial Intelligence and Geo-statistical Models for Stream-Flow Forecasting in Ungauged Stations: State of the Art. Natural Hazards, 1-16. (WoS)
    • Sammen SS, Mohamed TA, Ghazali AH, Sidek LM, El-Shafie A. An evaluation of existent methods for estimation of embankment dam breach parameters. Natural Hazards. 2017;87(1):545-66. (WoS)
    • Sammen SS, Mohamed TA, Ghazali AH, El-Shafie AH, Sidek LM. Generalized Regression Neural Network for Prediction of Peak Outflow from Dam Breach. Water Resources Management. 2017;31(1):549-62. (WoS)
    • Ehteram M, Karami H, Mousavi SF, El-Shafie A, Amini Z. Optimizing dam and reservoirs operation based model utilizing shark algorithm approach. Knowledge-Based Systems. 2017;122:26-38. (WoS)
    • Ehteram M, Allawi MF, Karami H, Mousavi SF, Emami M, El-Shafie A, et al. Optimization of Chain-Reservoirs Operation with a New Approach in Artificial Intelligence. Water Resources Management. 2017;31(7):2085-104. (WoS)
    • Choong SM, El-Shafie A, Wan Mohtar WHM. Optimisation of Multiple Hydropower Reservoir Operation Using Artificial Bee Colony Algorithm. Water Resources Management. 2017;31(4):1397-411. (WoS)
    • Aljanabi QA, Chik Z, Allawi MF, El-Shafie AH, Ahmed AN, El-Shafie A. Support vector regression-based model for prediction of behavior stone column parameters in soft clay under highway embankment. Neural Computing and Applications. 2017:1-11. (WoS)
    • Afan HA, Keshtegar B, Mohtar WHMW, El-Shafie A. Harmonize input selection for sediment transport prediction. Journal of Hydrology. 2017;552:366-75. (WoS)
    • Yaseen, Z. M., Ebtehaj, I., Bonakdari, H., Deo, R. C., Danandeh Mehr, A., Mohtar, W. H. M. W., Diop, L., El-shafie, A. and Singh, V. P., Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model. Journal of Hydrology. 2017;554:263-76. (WoS)
    • Raheli B, Aalami MT, El-Shafie A, Ghorbani MA, Deo RC. Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River. Environmental Earth Sciences. 2017;76(14). (WoS)
    • Sayl KN, Muhammad NS, El-Shafie A. Optimization of area volume elevation curve using GIS SRTM method for rainwater harvesting in arid areas. Environmental Earth Sciences. 2017;76(10). (WoS)
    • Ehteram, M., Mousavi, S.-F, Karami, H, Farzin, S, Emami, M, Binti Othman, F, Amini, Z., Kisi, O., El-Shafie, A.. Fast convergence optimization model for single and multi-purposes reservoirs using hybrid algorithm. Advanced Engineering Informatics. 2017;32:287-98. (WoS)
    • Elzwayie A, Afan HA, Allawi MF, El-Shafie A. Heavy metal monitoring, analysis and prediction in lakes and rivers: state of the art. Environmental Science and Pollution Research. 2017;24(13):12104-17. (WoS)
    • Elzwayie A, El-shafie A, Yaseen ZM, Afan HA, Allawi MF. RBFNN-based model for heavy metal prediction for different climatic and pollution conditions. Neural Computing and Applications. 2017;28(8):1991-2003. (WoS)
    • Faghih M, Mirzaei M, Adamowski J, Lee J, El-Shafie A. Uncertainty Estimation in Flood Inundation Mapping: An Application of Non-parametric Bootstrapping. River Research and Applications. 2017;33(4):611-9. (WoS)
    • Fahimi F, Yaseen ZM, El-shafie A. Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review. Theoretical and Applied Climatology. 2017;128(3-4):875-903. (WoS)
    • Farzad F, El-Shafie AH. Performance Enhancement of Rainfall Pattern Water Level Prediction Model Utilizing Self-Organizing-Map Clustering Method. Water Resources Management. 2017;31(3):945-59. (WoS)
    • Keshtegar B, Baharom S, El-Shafie A. Self-adaptive conjugate method for a robust and efficient performance measure approach for reliability-based design optimization. Engineering with Computers. 2017:1-16. (WoS)
    • Mohammed Hameed, Saadi Shartooh Sharqi, Zaher Mundher Yaseen, Haitham Abdulmohsin AfanAini Hussain, Ahmed Elshafie, Application of artificial intelligence (AI) techniques in water quality index prediction: a case study in tropical region, Malaysia, Neural Comput & Applic (2017) 28(Suppl 1): 893. https://doi.org/10.1007/s00521-016-2404-7 (WoS)
    • Seef Saadi Fiyadh, Mohammed Abdulhakim AlSaadi, Mohamed Khalid AlOmar, Sabah Saadi Fayaed, Ako R. Hama, Sharifah Bee, Ahmed El-Shafie. The modelling of lead removal from water by deep eutectic solvents functionalized CNTs: artificial neural network (ANN) approach, Water Science and Technology, 2017, 76 (9) 2413-2426; DOI: 10.2166/wst.2017.393 (WoS)
    2016
    • Yaseen ZM, El-Shafie A, Afan HA, Hameed M, Mohtar WHMW, Hussain A. RBFNN versus FFNN for daily river flow forecasting at Johor River, Malaysia. Neural Computing and Applications. 2015. (WoS/SCOPUS)
    • Ahmad A, Razali SFM, Mohamed ZS, El-shafie A. 2016, The Application of Artificial Bee Colony and Gravitational Search Algorithm in Reservoir Optimization. Water Resources Management. 30(7):2497-2516. (WoS/SCOPUS)
    • Mutlib NK, Baharom S, Nuawi MZ, El-Shafie A. 2016, Ultrasonic Surface Wave Monitoring for Steel Fibre-Reinforced Concrete Using Gel-Coupled Piezoceramic Sensors: A Case Study. Arabian Journal for Science and Engineering;41(4):1273-1281. (WoS/SCOPUS)
    • Nadom Khalifa Mutlib, Shahrizan Bin Baharom, Ahmed El- Sha e and Mohd Zaki Nuawi. 2015. Ultrasonic health monitoring in structural engineering: buildings and bridges. STRUCTURAL CONTROL AND HEALTH MONITORING. 23:409-422 (WoS/SCOPUS)
    • Sayl, K. N., Muhammad, N. S., Yaseen, Z. M., El-shafie, A. 2016. Estimation the Physical Variables of Rainwater Harvesting System Using Integrated GIS-Based Remote Sensing Approach Water Resources Management (WoS)
    • Fahimi F, Yaseen ZM, El-shafie A. 2016, Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review. Theoretical and Applied Climatology. :1-29. (WoS/SCOPUS)
    • Elzwayie A, El-shafie A, Yaseen ZM, Afan HA, Allawi MF. 2016, RBFNN-based model for heavy metal prediction for different climatic and pollution conditions. Neural Computing and Applications. 1-13. (WoS/SCOPUS)
    • Hossain MS, El-Shafie A, Mahzabin MS, Zawawi MH. System performances analysis of reservoir optimization simulation model in application of artificial bee colony algorithm. Neural Computing and Applications. 2016:1-12. (WoS)
    • Allawi MF, El-Shafie A. 2016; Utilizing RBF-NN and ANFIS Methods for Multi-Lead ahead Prediction Model of Evaporation from Reservoir. Water Resources Management. 30(13):4773-88. (WoS/SCOPUS)
    • Afan HA, El-shafie A, Mohtar WHMW, Yaseen ZM. 2016; Past, present and prospect of an Artificial Intelligence (AI) based model for sediment transport prediction. Journal of Hydrology. 541:902-13 (WoS/SCOPUS)
    • Yaseen ZM, Jaafar O, Deo RC, Kisi O, Adamowski J, Quilty J, et al. 2016; Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq. Journal of Hydrology. 542:603-14. (WoS/SCOPUS)
    • Keshtegar B, Allawi MF, Afan HA, El-Shafie A. 2016; Optimized River Stream-Flow Forecasting Model Utilizing High-Order Response Surface Method. Water Resources Management. 30(11):3899-914. (WoS/SCOPUS)
    2015
    • Zaher Mundher Yaseen, Ahmed El-sha e, Othman Jaafar, Haitham Abdulmohsin Afan & Khamis Naba Sayl, 2015. Arti cial intelligence based models for stream- ow forecasting:2000 2015. Journal of Hydrology, 530:829- 844. (WoS/SCOPUS)
    • Mirzaei M, Huang YF, El-Shafie A, Chimeh T, Lee J, Vaizadeh N, et al. Uncertainty analysis for extreme flood events in a semi-arid region. Natural Hazards. 2015;78(3):1947-60. (WoS/SCOPUS)
    • Fayaed SS, El-Shafie A, Alsulami HM, Jaafar O, Mukhlisin M, El-Shafie A. Augmentation of an artificial neural network and modified stochastic dynamic programing model for optimal release policy. Hydrology Research. 2015;46(5):689-704 (WoS/SCOPUS)
    2014
    • Najah A, El-Shafie A, Karim OA, El-Shafie AH. Performance of ANFIS versus MLP-NN dissolved oxygen prediction models in water quality monitoring. Environmental Science and Pollution Research. 2014;21(3):1658-70. (WoS/SCOPUS)
    • Mirzaei M, Huang YF, Lee TS, El-Shafie A, Ghazali AH. Quantifying uncertainties associated with depth duration frequency curves. Natural Hazards. 2014;71(2):1227-39. (WoS/SCOPUS)
    • Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. Stability assessment of earth slope using modified particle swarm optimization. Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers, Series A/Chung-kuo Kung Ch'eng Hsuch K'an. 2014;37(1):79-87. (WoS/SCOPUS)
    • Hossain MS, El-Shafie A. Evolutionary techniques versus swarm intelligences: Application in reservoir release optimization. Neural Computing and Applications. 2014;24(7-8):1583-94 (WoS/SCOPUS)
    • Hossain MS, El-shafie A. Performance analysis of artificial bee colony (ABC) algorithm in optimizing release policy of Aswan High Dam. Neural Computing and Applications. 2014;24(5):1199-206 (WoS/SCOPUS)
    • Fahimi F, El-Shafie AH. Comment on "A hybrid model of self organizing maps and least square support vector machine for river flow forecasting" by Ismail et al. (2012). Hydrology and Earth System Sciences. 2014;18(7):2711-4 (WoS/SCOPUS)
    • El-Shafie A, Najah A, Karim OA. Amplified wavelet-ANFIS-based model for GPS/INS integration to enhance vehicular navigation system. Neural Computing and Applications. 2014;24(7-8):1905-16 (WoS/SCOPUS)
    • El-Shafie A, Najah A, Alsulami HM, Jahanbani H. Optimized Neural Network Prediction Model for Potential Evapotranspiration Utilizing Ensemble Procedure. Water Resources Management. 2014;28(4):947-67. (WoS/SCOPUS)
    • El-Shafie A, El-Shafie AH, Mukhlisin M. New Approach: Integrated Risk-Stochastic Dynamic Model for Dam and Reservoir Optimization. Water Resources Management. 2014;28(8):2093-107 (WoS/SCOPUS)
    • Dorofki M, Elshafie AH, Jaafar O, Karim OA, Abdullah SMS. A GIS-ANN-Based Approach for Enhancing the Effect of Slope in the Modified Green-Ampt Model. Water Resources Management. 2014;28(2):391-406 (WoS/SCOPUS)
    • El-Shafie A. Neural network nonlinear modeling for hydrogen production using anaerobic fermentation. Neural Computing and Applications. 2014;24(3-4):539-47 (WoS/SCOPUS)
    • Akrami SA, El-Shafie A, Naseri M, Santos CAG. Rainfall data analyzing using moving average (MA) model and wavelet multi-resolution intelligent model for noise evaluation to improve the forecasting accuracy. Neural Computing and Applications. 2014;25(7-8):1853-61 (WoS/SCOPUS)
    • El-Shafie A, Aminah S. Dynamic versus static artificial neural network model for masonry creep deformation. Proceedings of the Institution of Civil Engineers: Structures and Buildings. 2013;166(7):355-66. (WoS/SCOPUS)
    • Afan HA, El-Shafie A, Yaseen ZM, Hameed MM, Wan Mohtar WHM, Hussain A. ANN Based Sediment Prediction Model Utilizing Different Input Scenarios. Water Resources Management. 2014;29(4):1231-45. (WoS/SCOPUS)
    • Zakaria NM, Yusoff NIM, Hardwiyono S, Nayan KAM, El-Shafie A. Measurements of the Stiffness and Thickness of the Pavement Asphalt Layer Using the Enhanced Resonance Search Method. Scientific World Journal. 2014;2014 (WoS/SCOPUS)
    • Wan Mohtar WHM, Elshafie A. Characteristics of Low Reynolds Number Shear-Free Turbulence at an Impermeable Base. Scientific World Journal. 2014;2014 (WoS/SCOPUS)
    • Valizadeh N, El-Shafie A, Mirzaei M, Galavi H, Mukhlisin M, Jaafar O. Accuracy enhancement for forecasting water levels of reservoirs and river streams using a multiple-input-pattern fuzzification approach. The Scientific World Journal. 2014;2014 (WoS/SCOPUS)
    • Abushammala MFM, Basri NEA, Kadhum AAH, Basri H, El-Shafie AH, Sharifah Mastura SA. Evaluation of methane generation rate and potential from selected landfills in Malaysia. International Journal of Environmental Science and Technology. 2014;11(2):377-84 (WoS/SCOPUS)
    2013
    • Valizadeh N, El-Shafie A. Forecasting the Level of Reservoirs Using Multiple Input Fuzzification in ANFIS. Water Resources Management. 2013;27(9):3319-31 (WoS/SCOPUS)
    • Najah A, El-Shafie A, Karim OA, El-Shafie AH. Application of artificial neural networks for water quality prediction. Neural Computing and Applications. 2013;22(SUPPL.1):187-201 (WoS/SCOPUS)
    • Mirzaei M, Galavi H, Faghih M, Huang YF, Lee TS, El-Shafie A. Model calibration and uncertainty analysis of runoff in the Zayanderood River basin using Generalized Likelihood Uncertainty Estimation (GLUE) method. Journal of Water Supply: Research and Technology - AQUA. 2013;62(5):309-20 (WoS/SCOPUS)
    • Hipni A, El-shafie A, Najah A, Karim OA, Hussain A, Mukhlisin M. Daily Forecasting of Dam Water Levels: Comparing a Support Vector Machine (SVM) Model With Adaptive Neuro Fuzzy Inference System (ANFIS). Water Resources Management. 2013;27(10):3803-23 (WoS/SCOPUS)
    • Fayaed SS, El-Shafie A, Jaafar O. Adaptive neuro-fuzzy inference system-based model for elevation-surface area-storage interrelationships. Neural Computing and Applications. 2013;22(5):987-98 (WoS/SCOPUS)
    • Fayaed SS, El-Shafie A, Jaafar O. Integrated Artificial Neural Network (ANN) and Stochastic Dynamic Programming (SDP) Model for Optimal Release Policy. Water Resources Management. 2013;27(10):3679-96 (WoS/SCOPUS)
    • El-Shafie A, Alsulami HM, Jahanbani H, Najah A. Multi-lead ahead prediction model of reference evapotranspiration utilizing ANN with ensemble procedure. Stochastic Environmental Research and Risk Assessment. 2013;27(6):1423-40 (WoS/SCOPUS)
    • Akrami SA, El-Shafie A, Jaafar O. Improving Rainfall Forecasting Efficiency Using Modified Adaptive Neuro-Fuzzy Inference System (MANFIS). Water Resources Management. 2013;27(9):3507-23 (WoS/SCOPUS)
    • Abushammala MFM, Basri NEA, Basri H, Kadhum AAH, El-Shafie AH. Empirical gas emission and oxidation measurement at cover soil of dumping site: Example from Malaysia. Environmental Monitoring and Assessment. 2013;185(6):4919-32 (WoS/SCOPUS)
    • Abuhabib AA, Ghasemi M, Mohammad AW, Rahman RA, El-Shafie AH. Desalination of Brackish Water Using Nanofiltration: Performance Comparison of Different Membranes. Arabian Journal for Science and Engineering. 2013;38(11):2929-39 (WoS/SCOPUS)
    2012
    • Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. Optimization of shallow foundation using gravitational search algorithm. Research Journal of Applied Sciences, Engineering and Technology. 2012;4(9):1124-30 (SCOPUS)
    • Noureldin A, Armstrong J, El-Shafie A, Karamat T, McGaughey D, Korenberg M, et al. Accuracy enhancement of inertial sensors utilizing high resolution spectral analysis. Sensors (Switzerland). 2012;12(9):11638-60 (WoS/SCOPUS)
    • Najah Ahmed A, El-Shafie A, Karim OA, El-Shafie A. An augmented Wavelet De-noising Technique with Neuro-Fuzzy Inference System for water quality prediction. International Journal of Innovative Computing, Information and Control. 2012;8(10 B):7055-82 (WoS/SCOPUS)
    • Najah AA, El-Shafie A, Karim OA, Jaafar O. Water quality prediction model utilizing integrated wavelet-ANFIS model with cross-validation. Neural Computing and Applications. 2012;21(5):833-41 (WoS/SCOPUS)
    • El-Shafie A, Noureldin A, Taha M, Hussain A, Mukhlisin M. Dynamic versus static neural network model for rainfall forecasting at Klang River Basin, Malaysia. Hydrology and Earth System Sciences. 2012;16(4):1151-69. (WoS/SCOPUS)
    • El-Shafie A, Noureldin A, McGaughey D, Hussain A. Fast orthogonal search (FOS) versus fast Fourier transform (FFT) as spectral model estimations techniques applied for structural health monitoring (SHM). Structural and Multidisciplinary Optimization. 2012;45(4):503-13 (WoS/SCOPUS)
    • Abushammala MFM, Basri NEA, Basri H, Kadhum AAH, El-Shafie AH. Methane and carbon dioxide emissions from Sungai Sedu open dumping during wet season in Malaysia. Ecological Engineering. 2012;49:254-63 (WoS/SCOPUS)
    • Abuhabib AA, Mohammad AW, Hilal N, Rahman RA, Shafie AH. Nanofiltration membrane modification by UV grafting for salt rejection and fouling resistance improvement for brackish water desalination. Desalination. 2012;295:16-25 (WoS/SCOPUS)
    • Taha MR, Khajehzadeh M, El-Shafie A. Application of particle swarm optimization in evaluating the reliability of soil slope stability analysis. Sains Malaysiana. 2012;41(7):847-54 (WoS/SCOPUS)
    • Mukhlisin M, Saputra A, El-Shafie A, Taha MR. Measurement of dynamic soil water content based on electrochemical capacitance tomography. International Journal of Electrochemical Science. 2012;7(6):5457-66 (WoS/SCOPUS)
    • Mukhlisin M, El-Shafie A, Taha MR. Regularized versus non-regularized neural network model for prediction of saturated soil-water content on weathered granite soil formation. Neural Computing and Applications. 2012;21(3):543-53 (WoS/SCOPUS)
    • Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. A modified gravitational search algorithm for slope stability analysis. Engineering Applications of Artificial Intelligence. 2012;25(8):1589-97 (WoS/SCOPUS)
    • Khajehzadeh M, Raihan Taha M, El-Shafie A, Eslami M. Locating the general failure surface of earth slope using particle swarm optimisation. Civil Engineering and Environmental Systems. 2012;29(1):41-57. (WoS/SCOPUS)
    • Razavi SV, Jumaat MZ, Ahmed ESH, Mohammadi P. Using generalized regression neural network (GRNN) for mechanical strength prediction of lightweight mortar. Computers and Concrete. 2012;10(4):379-90 (WoS/SCOPUS)
    • El-Shafie AH, El-Shafie A, Almukhtar A, Taha MR, El Mazoghi HG, Shehata A. Radial basis function neural networks for reliably forecasting rainfall. Journal of Water and Climate Change. 2012;3(2):125-38 (WoS/SCOPUS)
    2011
    • Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. Economic design of foundation using harmony search algorithm. Australian Journal of Basic and Applied Sciences. 2011;5(6):936-43 (SCOPUS)
    • Biplob P, Fatihah S, Shahrom Z, Ahmed E. Nitrogen-removal efficiency in an upflow partially packed biological aerated filter (BAF) without backwashing process. Journal of Water Reuse and Desalination. 2011;1(1):27-35 (SCOPUS)
    • AbdulRazzaq M, Ariffin AK, El-Shafie A, Abdullah S, Sajuri Z, Akeel NA. Adaptive neural network modelling in fatigue life prediction under load history effects. Advanced Materials Research, 2011. p. 1266-70 (SCOPUS)
    • Sulaiman M, El-Shafie A, Karim O, Basri H. Improved Water Level Forecasting Performance by Using Optimal Steepness Coefficients in an Artificial Neural Network. Water Resources Management. 2011;25(10):2525-41 (WoS/SCOPUS)
    • Razavi SV, Jumaat MZ, Ei-Shafie AH, Mohammadi P. General regression neural network (GRNN) for the first crack analysis prediction of strengthened RC one-way slab by CFRP. International Journal of Physical Sciences. 2011;6(10):2439-46 (WoS/SCOPUS)
    • Razavi SV, Jumaat MZ, Ei-Shafie AH, Mohammadi P. Artificial neural networks for mechanical strength prediction of lightweight mortar. Scientific Research and Essays. 2011;6(16):3406-17 (WoS/SCOPUS)
    • Razavi SV, Jumaat MZ, Ei-Shafie AH. Using feed-forward back propagation (FFBP) neural networks for compressive strength prediction of lightweight concrete made with different percentage of scoria instead of sand. International Journal of Physical Sciences. 2011;6(6):1325-31 (WoS/SCOPUS)
    • Noureldin A, El-Shafie A, Bayoumi M. GPS/INS integration utilizing dynamic neural networks for vehicular navigation. Information Fusion. 2011;12(1):48-57 (WoS/SCOPUS)
    • Najah A, El-Shafie A, Karim OA, Jaafar O, El-Shafie AH. An application of different artificial intelligences techniques for water quality prediction. International Journal of Physical Sciences. 2011;6(22):5298-308 (WoS/SCOPUS)
    • Najah A, El-Shafie A, Karim OA, Jaafar O. Integrated versus isolated scenario for prediction dissolved oxygen at progression of water quality monitoring stations. Hydrology and Earth System Sciences. 2011;15(8):2693-708 (WoS/SCOPUS)
    • Mukhlisin M, Idris I, Wan Yaacob WZ, ElShafie A, Taha MR. Soil slope deformation behavior in relation to soil water interaction based on centrifuge physical modeling. International Journal of Physical Sciences. 2011;6(13):3126-33 (WoS/SCOPUS)
    • Mukhlisin M, Baidillah MR, Taha MR, El-Shafie A. Effect of soil water retention model on slope stability analysis. International Journal of Physical Sciences. 2011;6(19):4629-35 (WoS/SCOPUS)
    • Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. Modified particle swarm optimization for optimum design of spread footing and retaining wall. Journal of Zhejiang University: Science A. 2011;12(6):415-27 (WoS/SCOPUS)
    • Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. A survey on meta-heuristic global optimization algorithms. Research Journal of Applied Sciences, Engineering and Technology. 2011;3(6):569-78 (WoS/SCOPUS)
    • Yang HH, Jaafar O, El-Shafie A, Sharifah Mastura SA. Impact of land-use changes toward base-flow regime in Lui and Langat Dengkil sub-basin. International Journal of Physical Sciences. 2011;6(21):4960-76 (WoS/SCOPUS)
    • Khajehzadeh M, Taha MR, El-Shafie A. Reliability analysis of earth slopes using hybrid chaotic particle swarm optimization. Journal of Central South University of Technology (English Edition). 2011;18(5):1626-37 (WoS/SCOPUS)
    • Jahanbani H, El-Shafie AH. Application of artificial neural network in estimating monthly time series reference evapotranspiration with minimum and maximum temperatures. Paddy and Water Environment. 2011;9(2):207-20 (WoS/SCOPUS)
    • Fayaed SS, El-Shafie A, Jaafar O. Performance of artificial neural network and regression techniques for simulation model in reservoir inter-relationships. International Journal of Physical Sciences. 2011;6(34):7738-48 (WoS/SCOPUS)
    • El-Shafie AH, El-Shafie A, El Mazoghi HG, Shehata A, Taha MR. Artificial neural network technique for rainfall forecasting applied to Alexandria, Egypt. International Journal of Physical Sciences. 2011;6(6):1306-16 (WoS/SCOPUS)
    • El-Shafie AH, El-Manadely MS. An integrated neural network stochastic dynamic programming model for optimizing the operation policy of Aswan high Dam. Hydrology Research. 2011;42(1):50-67 (WoS/SCOPUS)
    • El-Shafie A, Noureldin A. Generalized versus non-generalized neural network model for multi-lead inflow forecasting at Aswan High Dam. Hydrology and Earth System Sciences. 2011;15(3):841-58 (WoS/SCOPUS)
    • El-Shafie A, Mukhlisin M, Najah AA, Taha MR. Performance of artificial neural network and regression techniques for rainfall-runoff prediction. International Journal of Physical Sciences. 2011;6(8):1997-2003 (WoS/SCOPUS)
    • El-Shafie A, Jaafer O, Seyed A. Adaptive neuro-fuzzy inference system based model for rainfall forecasting in Klang River, Malaysia. International Journal of Physical Sciences. 2011;6(12):2875-88 (WoS/SCOPUS)
    • Dorofki M, Elshafie AH, Jaafar O, Karim OA, Abdullah SMS. A GIS-based survey for the optimization of infiltration forecasting models with emphasis on slope effect and land use. International Journal of Physical Sciences. 2011;6(24):5738-51 (WoS/SCOPUS)
    • Bubtiena AM, ElShafie AH, Jaafar O. Performance improvement for pipe breakage prediction modeling using regression method. International Journal of Physical Sciences. 2011;6(25):6025-35 (WoS/SCOPUS)
    • Bubtiena AM, El shafei AH, Jafaar O. Review on statistical based methods of measuring the water pipes reliability. Advanced Materials Research, 2011. p. 1327-31 (WoS/SCOPUS)
    • Biplob P, Fatihah S, Shahrom Z, Ahmed E. Monitoring and control of a partially packed biological aerated filter (BAF) reactor for improving nitrogen removal efficiency. Journal of Water Reuse and Desalination. 2011;1(3):160-71 (WoS/SCOPUS)
    • Abushammala MFM, Ahmad Basri NE, Basri H, El-Shafie AH, Kadhum AAH. Regional landfills methane emission inventory in Malaysia. Waste Management and Research. 2011;29(8):863-73 (WoS/SCOPUS)
    • Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. Search for critical failure surface in slope stability analysis by gravitational search algorithm. International Journal of Physical Sciences. 2011;6(21):5012-21 (WoS/SCOPUS)
    • Yang HH, Jaafar O, El-Shafie A, Sharifah Mastura SA. Analysis of hydrological processes of Langat river sub basins at Lui and Dengkil. International Journal of Physical Sciences. 2011;6(32):7390-409 (WoS/SCOPUS)
    • Valizadeh N, El-Shafie A, Mukhlisin M, El-Shafie AH. Daily water level forecasting using adaptive neuro-fuzzy interface system with different scenarios: Klang Gate, Malaysia. International Journal of Physical Sciences. 2011;6(32):7379-89 (WoS/SCOPUS)
    2010
    • Alalayah WM, Kalil MS, Kadhum AAH, Jahim J, Zaharim A, Alauj NM, et al. Applications of the Box-Wilson design model for bio-hydrogen production using clostridium saccharoperbutylacetonicum N1-4 (ATCC 13564). Pakistan Journal of Biological Sciences. 2010;13(14):674-82 (SCOPUS)
    • Taha MR, Khajehzadeh M, El-Shafie A. Slope stability assessment using optimization techniques: An overview. Electronic Journal of Geotechnical Engineering. 2010;15 R:1901-15 (SCOPUS)
    • Khajehzadeh M, Taha MR, El-Shafie A. Harmony search algorithm for probabilistic analysis of earth slope. Electronic Journal of Geotechnical Engineering. 2010;15 O:1647-59 (SCOPUS)
    • Osman AH, Noureldin A, El-Shafie A, McGaughey DR. Fast orthogonal search approach for distance protection of transmission lines. Electric Power Systems Research. 2010;80(2):215-21 (WoS/SCOPUS)
    • Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. Economic design of retaining wall using particle swarm optimization with passive congregation. Australian Journal of Basic and Applied Sciences. 2010;4(11):5500-7 (WoS/SCOPUS)
    • Abushammala MFM, Basn NEA, Basn H, Kadhum AAH, El-Shafie AH. Estimation of methane emission from landfills in Malaysia using the IPCC 2006 FOD model. Journal of Applied Sciences. 2010;10(15):1603-9. (WoS/SCOPUS)
    • Khajehzadeh M, El-Shafie A, Taha MR. Modified particle swarm optimization for probabilistic slope stability analysis. International Journal of Physical Sciences. 2010;5(15):2248-58 (WoS/SCOPUS)
    • El-Shafie A, Osman A, Noureldin A, Hussain A. Performance evaluation of a non-linear error model for underwater range computation utilizing GPS sonobuoys. Neural Computing and Applications. 2010;19(7):1057-67 (WoS/SCOPUS)
    • Abed MM, El-Shafie A, Bt. Osman SA. Creep predicting model in masonry structure utilizing dynamic neural network. Journal of Computer Science. 2010;6(5):597-605 (WoS/SCOPUS)
    • El-Shafie A, Abdelazim T, Noureldin A. Neural network modeling of time-dependent creep deformations in masonry structures. Neural Computing and Applications. 2010;19(4):583-94. (WoS/SCOPUS)
    2009
    • Elshafie A, Karim O, Taha MR. Non-Linear prediction model for scour and air entrainment based static neural network approach. European Journal of Scientific Research. 2009;27(3):400-16 (SCOPUS)
    • El-Shafie A, Osman A, Noureldin A, Hussain A. Performance enhancement of underwater target tracking by fusing data of array of global positioning system sonobuoys. Journal of Computer Science. 2009;5(3):199-206 (SCOPUS)
    • Najah A, Elshafie A, Karim OA, Jaffar O. Prediction of johor river water quality parameters using artificial neural networks. European Journal of Scientific Research. 2009;28(3):422-35 (SCOPUS)
    • Ahmed AN, Elshafie A, Karim O, Jaffar O. Evaluation the efficiency of Radial Basis Function Neural Network for Prediction of water quality parameters. Engineering Intelligent Systems. 2009;17(4):221-31 (WoS/SCOPUS)
    • El-Shafie A, Noureldin A, Taha MR, Hussain A, Basri H. Performance enhancement for masonry creep predicting model using recurrent neural networks. Engineering Intelligent Systems. 2009;17(1):29-38 (WoS/SCOPUS)
    • Noureldin A, Karamat TB, Eberts MD, El-Shafie A. Performance enhancement of MEMS-based INS/GPS integration for low-cost navigation applications. IEEE Transactions on Vehicular Technology. 2009;58(3):1077-96 (WoS/SCOPUS)
    • El-Shafie A, Abdin AE, Noureldin A, Taha MR. Enhancing inflow forecasting model at aswan high dam utilizing radial basis neural network and upstream monitoring stations measurements. Water Resources Management. 2009;23(11):2289-315 (WoS/SCOPUS)
    2008
    • El-Shafie A, Noureldin AE, Taha MR, Basri H. Neural network model for Nile River inflow forecasting based on correlation analysis of historical inflow data. Journal of Applied Sciences. 2008;8(24):4487-99 (SCOPUS)
    2007
    • Noureldin A, El-Shafie A, El-Sheimy N. Adaptive neuro-fuzzy module for inertial navigation system/global positioning system integration utilising position and velocity updates with real-time cross-validation. IET Radar, Sonar and Navigation. 2007;1(5):388-96 (WoS/SCOPUS)
    • El-Shafie A, Taha MR, Noureldin A. A neuro-fuzzy model for inflow forecasting of the Nile river at Aswan high dam. Water Resources Management. 2007;21(3):533-56 (WoS/SCOPUS)
    Book
    2013
    • Claudio Rocha, Fernando Akune, Ahmed El-shafie, Artificial Intelligence and Hybrid Systems, CreateSpace Independent Publishing Platform, , ISBN-13: 978-1477554739 2013
    2012
    • Ahmed El-Shafie, Dam and Reservoir Optimization Model; Aswan High Dam Reservoir, Egypt SDP_NN Model For Optimizing Dam Operation, LAP Lambert Academic Publishing (Germany) ISBN-13:978-3-8473-2968-8
    • Mohammad Khajehzadeh, Mohd Raihan Taha, and Ahmed El-shafie. Deterministic and Probabilistic Analysis of Earth Slope: Employing Gravitational Search Algorithm, LAP LAMBERT Academic Publishing
    • Mohd Raihan Taha, Mohammad Khajehzadeh and Ahmed El-shafie. Earth Slope Stability Assessment: Employing Particle Swarm Optimization. LAP LAMBERT Academic Publishing, 2012
    2011
    • Ali Najah, Ahmed El-Shafie and Othman A. Karim. PREDICTION OF JOHOR RIVER WATER QUALITY PARAMETERS UTILIZING ARTIFICIAL NEURAL NETWORKS. Lambert Academic Publishing - LAP (GERMANY). ISBN: 978-3-8473-1203-1
    Review
    2015
    • Mirzaei M, Huang YF, El-Shafie A, Shatirah A.2015; Application of the generalized likelihood uncertainty estimation (GLUE) approach for assessing uncertainty in hydrological models: a review. Stochastic Environmental Research and Risk Assessment. 29(5):1265-73. (WoS/SCOPUS)
    2014
    • Ahmad A, El-Shafie A, Mohd Razali SF, Mohamad ZS, 2014; Reservoir optimization in water resources: A review. Water Resources Management. 28(11):3391-405. (WoS/SCOPUS)
    • Choong SM, El-Shafie A. 2014; State-of-the-Art for Modelling Reservoir Inflows and Management Optimization. Water Resources Management. 29(4):1267-82. (WoS/SCOPUS)
    2013
    • Hossain MS, El-shafie A. 2013; Intelligent Systems in Optimizing Reservoir Operation Policy: A Review. Water Resources Management. 27(9):3387-407. (WoS/SCOPUS)
    • Fayaed SS, El-Shafie A, Jaafar O. 2013; Reservoir-system simulation and optimization techniques. Stochastic Environmental Research and Risk Assessment. 27(7):1751-72 (WoS/SCOPUS)
    2012
    • Bubtiena AM, El Shafei AH, Jafaar O. 2012 Review of rehabilitation strategies for water distribution pipes. Journal of Water Supply: Research and Technology - AQUA. ;61(1):23-31. (WoS/SCOPUS)
    • Faez Hassan H, El-Shafie A, Karim OA. 2012, Tidal current turbines glance at the past and look into future prospects in Malaysia. Renewable and Sustainable Energy Reviews. ;16(8):5707-17. (WoS/SCOPUS)
    RESEARCH PROJECT
    (Project title),(Role),(Duration),(Level)
    International Funding
  • A Generalized Soft Computing Model for Groundwater Levels and Quality in Arid and Tropical Zones , Principal Investigator(PI), 2020 - 2022 (International)
  • IoT Based River Quality Monitoring And Parameter Prediction Using Artificial Intelligence , Consultant, 2019 - 2021 (International)
  • Earthquake Detection With Artificial Intelligence Modeling, Consultant, 2019 - 2021 (International)
  • Others MOHE
  • Groundwater Level Prediction Using An Integrated Machine Learning Model With Advanced Optimizers , Consultant, 2020 - 2021 (National)
  • An Augmented Genetic Programming and Genetic Optimization Algorithm Model for Solar Radiation Prediction for Better Renewable Energy Efficiency, Consultant, 2019 - 2020 (National)
  • An Assessment on Potential Environmental and Socio-Economic Impact of Biofuel Production in Malaysia, Consultant, 2019 - 2020 (National)
  • Bat Algorithm for Reservoir Power Production Based Adaption and Non-Adaption Rule Curves for Current and Future Period Under Climate Change, Consultant, 2019 - 2020 (National)
  • Fundamental Research Grant Scheme (FRGS)
  • Deep Learning Model for Optimal Reservoir Operation in Response to Regional Hydrologic Impacts of Climate Change , Consultant, 2019 - 2021 (National)
  • Private Funding
  • Implementing of Machine learning for better reservoir operation under climate change , Coordinator, 2019 - 2021 (National)
  • Geran Penyelidikan Universiti Malaya (UMRG)
  • The Application of Artificial Intelligence (Ai) In Forecasting Streamflow, Water Quality and Sediment Transport of Malaysian River Basins, Director, 2018 - 2020 (National)
  • RU Operation
  • Generating Optimal Dam and Reservoir Operation Rules for Minimizing Water Supply-Demand Gaps Pattern Utilizing Advanced Evolutionary Computing Optimization Algorithm, Director, 2018 - 2020 (National)
  • SUPERVISION
    External Supervision
    (Title of Thesis),(Name of Candidates),(Institution),(Academic Level)
    Completed
    • Ultrasonic Surface Wave Monitoring for Steel Fibre-Reinforced Concrete Using Gel-Coupled Piezoceramic Sensors, Nadom Khalifa Mutlib, M0100101 (Post Graduate Student)
    • Heavy Metal Prediction for Aquatic Environment For Different Climate and Pollution Conditions Utilizing AI Model, Adnan Ali Elzwayie, M0100101 (Post Graduate Student)
    • Estimation the Physical Variables of Rainwater Harvesting System Using Integrated GIS-Based Remote Sensing Approach, Khamis Naba Sayl, M0100101 (Post Graduate Student)
    • Rainfall And Stream Flow Forecasting Utilizing Adaptive Neuro-Fuzzy Inference System., Muhammad @ S A Khushren Bin Sulaiman, M0100101 (Post Graduate Student)
    • Development of Optimum model for Urban Multiple Water Supply and Distribution Systems with concentration on kinds of demands, Farzad Fahimi, M0100101 (Post Graduate Student)
    • stream Flow Forecasting Model Utilizing ANN, Zaher Mundher, M0100101 (Post Graduate Student)
    • Biogas Emission Prediction Model in Tropical Environment, Mohammad Abushamalah, M0100101 (Post Graduate Student)
    • Optimizing Water Supply Pattern Using Genetic Algorithm, Abdel Wahab M. A, M0100101 (Post Graduate Student)
    • GIS-ANN for Infiltration Model in Tropical Environment, Mohammad Rostami Nia, M0100101 (Post Graduate Student)
    • Nanofiltration of Brackish Water : Fouling and Performance Studies, Azzam A.M.Abuhabib, M0100101 (Post Graduate Student)
    • Reliability studies of fatigue crack closure using stochastic finite element method., Mohammed Abdulrazzaq Abbood, M0100101 (Post Graduate Student)
    • Application Of New Optimization Techniques For Geotechnical Structures, Mohammad Khajehzadeh Ravizi, M0100101 (Post Graduate Student)
    • Artificial Intelligent Model For Water Quality Prediction At Johor River, Ali Najah, M0100101 (Post Graduate Student)
    • Frequency Analysis for Klang River Basin Rainfall Using Wavelet, Seyed Ahmad Akrami, M0100101 (Post Graduate Student)
    • Advanced AI Model for Sediment Prediction, Haitham Abdulmohsin Afan, M0100101 (Post Graduate Student)
    • Optimal Operation of Water Supply Reservoir Through Augmented ANN-MSDP Model, Sabah Fayeed, M0100101 (Post Graduate Student)
    • Optimization Model for Klang gate Operation Policy utilizing Genetic Algorithm, Md. Shabbir Hossain, M0100101 (Post Graduate Student)
    • Optimizing Dam Operation Utilizing ABC Under Different Climate Change Conditions, Asmadi Bin Ahmed, M0100101 (Post Graduate Student)
    • Spatial and temporal measurement of local scour around bridge piers in cohesive-like sediment, Mojataba Porhemmat, M0100101 (Post Graduate Student)
    • Hydrogen Production by Clostridium SP in Batch Reactor, Waled Mohammed Abdullah, M0100101 (Post Graduate Student)
    Ongoing
    • Water quality prediction Model utilizing Support Vector Machine, Afiq Bin Hipni, M0100101 (Post Graduate Student)
    • Reactor Modifications for better Wastewater Treatement, Khalid Alansari, M0100101 (Post Graduate Student)
    • Shark Machine Learning Algorithm versus Genetic Algorithm for Optimization and Simulation Reservoir Operation, Mohammed Fallah Allawi (Post Graduate Student)
    • Self-Protected Bridge Piers using Slotted Epoxidised Natural Rubber Alumina (ENRAN) for Local Scour Reduction, Ibtesam Abduallah, M0100101 (Post Graduate Student)
    • Optimizing Dam Operation Rule utilizing Meta-heuristic Model, Fatimah Bibi Hamzah (Post Graduate Student)
    • Development of Soft Computing Model for Rainfall-Runoff Pattern, Rohaiza Zakaria (Post Graduate Student)
    • Deep Learning and Various Machine Learning Algorithms for Rainfall-Runoff Modelling, Ridwaniyah Binti Mohd Ridwan, Universiti Tenaga Nasional (Post Graduate Student)
    • New Design criterian For Highway Drainage System, Mohammad Salam, M0100101 (Post Graduate Student)
    • Adopting Enhanced Optimization Algorithms in Optimizing Reservoir Operation Policy, Michelle Sapitang, Universiti Tenaga Nasional (Post Graduate Student)
    • Dam optimiziation utilizing ABC Model, Choong Shi Mei, M0100101 (Post Graduate Student)
    • Optimized water Resources for Epherate River Basin, Ahmad Danboos, M0100101 (Post Graduate Student)
    • Wastewater treatement Model Reactor, Abdulhadi Alsarrar, M0100101 (Post Graduate Student)
    • Evaportranspiration Model Utilizing Ensemble Neural Network, Alsulami Humod Mosad, M0100101 (Post Graduate Student)
    • Intelligent (Smart) Dam and Reservoir System Operation Based Machine Learning and Meta-Heuristics Model, Mohammad Abdullah Abid Almubaidin, Universiti Tenaga Nasional (Post Graduate Student)
    Postgraduate Student
    (Title of Thesis),(Name of Candidates),(Institution),(Academic Level)
    Ongoing
    • A REAL-TIME MULTI-OBJECTIVE RESERVOIR OPERATION OPTIMIZATION MODEL, MOZAFAR ANSARI, University of Malaya (UM) (Post Graduate Student)
    • SYNTHESIS OF ACTIVATED CARBON IMPREGNATED CARBON NANOTUBES FOR DESALINATION MEMBRANE TECHNOLGY, SEEF SAADI FIYADH, University of Malaya (UM) (Post Graduate Student)
    • DEVELOPMENT OF A MULTI CRITARIA DECISION SUPPORT SYSTEM (MCDSS) FOR DROUGHT AND FLOOD MANAGEMENT IN MALAYSIA, CHONG KAI LUN, University of Malaya (UM) (Post Graduate Student)
    • AL-HARAM AL-MAKKI PROJECTS: STUDYING AND ANALYSIS TIME OVERRUN FACTORS, BASEM ADNAN AL KHATIB, University of Malaya (UM) (Post Graduate Student)
    • REMOVAL OF HEAVY METALS FROM WATER BY FUNCTONALIZED CARBON NANOTUBES WITH DEEP EUTECTIC SOLVENTS: ARTIFICIAL NEURAL NETWORK APPROACHES, SEEF SAADI FIYADH, University of Malaya (UM) (Post Graduate Student)
    SOCIAL RESPONSIBILITY ACTIVITIES
    (Contribution to Society),(Duration),(Level)
    • Member of Scientific Committee, 01/09/2021 to 24/03/2022 (International)
    • Special Talk, 20/02/2018 to 20/02/2018
    • FLOW-3D INTRODUCTION MEETING, 30/01/2018 to 30/01/2018
    ACADEMIC/PROFESSIONAL SERVICES
    Evaluation Activity
    (Activity),(Duration),(Category)
  • PhD thesis, 2019 to 2019 (Thesis)
  • Evaluate the promotion files for potential candidate , 2019 to 2020 (Promotion )
  • PhD thesis, 2019 to 2019 (Thesis)
  • 5th International Conference on Energy and Environment 2019 (ICEE 2019), 2019 to 2019 (Article in Proceeding)
  • INTERNATIONAL GRADUATE CONFERENCE ON ENERGY, ENGINEERING, TECHNOLOGY & BUSINESS MANAGEMENT (iGRAD) 2019 , 2019 to 2019 (Article in Proceeding)
  • Editor for the proceeding, 2019 to 2019 (Article in Proceeding)
  • Evaluate FRGS proposal , 2018 to 2019 (Project)
  • Water Resources Management Journal Journal of Hydrology Hydrology and Earth System Science Computer and Electronics in Agriculture Engineering Applications of Artificial Intelligence Neural Computing and its Applications Stochastic Environmental Research and Risk Assessment , 2009 to 2020 (Article in Journal)
  • Expert Linkages
    (Linkages Description),(Organisation),(Duration of Involvement),(Level)
  • Adjunct Professor, United Arab Emirates University, 2020 (International)
  • Visiting Fellow, United Arab Emirate University, 2019 (International)
  • Honorary, Ministry of Higher Teaching and Scientific Research, Democratic Republic of Algeria, 2019 (International)
  • Committee Member, International Conference on Fuzzy Systems and Data Mining (FSDM 2018), 2018 (International)
  • Academic/Technical Contribution
    (Activity),(Organisation),(Duration),(Role)
  • Adjunct professor, United Arab Emirates University, 2020 - 2022 (Expert Advisor)
  • Expert Committee, University Kebangsaan Malaysia, 2019 - 2020 (Expert Advisor)
  • Speaker, University of Malaya, 2019 - 2019 (Expert Advisor)
  • AWARD AND STEWARDSHIP
    (Name of Award/Stewardship),(Awarding Institution),(Year Awarded),(Type of Award)
    • Appreciation for Publicity and Protocol Committee, FKA, 2018 (SERVICES)
    • Best Research Group (Smart Engineering Group), University Kebangsaan Malaysia, 2013 (RESEARCH)
    • Best Research group, University Kebangsaan Malaysia, 2012 (RESEARCH)
    • Appreciation Certificate for best lecture for Water Resources Management, Mediterranean Agronomic Institute of Bari, Italy, 2004 (RESEARCH)
    • Best Research Paper, Nile River Conference, Kigali, Rwanda, 2002 (OTHERS)
    • Best Researcher Award, National Water Research Center, Egypt, 2000 (RESEARCH)
    • Appreciation Certificate for providing best presentation in River Navigation, Water Academy, Norway, National Water Research Center, Egypt, 1998 (OTHERS)
    • Best Presentation for GIS application in Water Resources Management, ACSAD, Damascus, Syria, 1997 (RESEARCH)
    • Top 10 Award, Cairo University, B.Sc. Rank # 9. Egypt, 1993 (OTHERS)
    • Dean s List, 1988-1993, Faculty of Engineering, Cairo University, 1993 (OTHERS)
    CONSULTANCY PROJECT
    (Project title),(Organisation),(Duration),(Role),(Level)
    • A Generalized Soft Computing Model for Groundwater Levels and Quality in Arid and Tropical Zones , United Arab Emirates University, 01/11/2020 to 01/11/2022 (International)
    • Implementing Machine Learning for Better Reservoir Operation Under Climate Change, university Tenaga Nasional, 01/11/2020 to 01/11/2021 (National)
    • Member Expertise Committee, University Kebangsaan Malaysia, 01/12/2019 to 01/12/2019 (National)
    • FRGS Evaluation Panel, University of Malaya, 01/12/2019 to 01/12/2019 (National)
    • Honorable Invitation as a Speaker at FKUM Undergraduate Research Fellowship Bootcamp : Nurturing Research Passion , University of Malaya, 01/12/2019 to 01/12/2019 (National)
    • INVITATION TO COLLABORATE ON SMART GROUNDWATER MANAGEMENT SYSTEM (SGMS) PROJECT , JZR Resources Sdn. Bhd. , 01/12/2018 to 01/12/2020 (National)
    • Referee, University Kebangsaan Malaysia, 01/12/2018 to 01/12/2019 (National)
    • CONCET Conference 2018, University of Malaya, 01/12/2017 to 01/12/2018 (National)
    • Hydrological Model for Ungauged Station, University of Malaya, 01/12/2018 to 01/12/2018 (National)
    • 4th International Conference on Fuzzy Systems and Data Mining, FSDM, 01/12/2018 to 01/12/2018 (International)
    • Water Resources Optimization & Forecasting Course, University Tenaga National, 01/12/2018 to 01/12/2018 (National)
    • Consulting Services for Establishing MIS at PCU, CWMU and at MAI Provincial Offices (17 IAS), Yemen, Misr Engineering Consultant, World Bank, 01/12/2006 to 01/12/2006 (International)
    • Team Leader, Humod Mosad Counsltant Engineering, 01/06/2013 to 01/06/2014 (International)