Ahmed El-Shafie

57 papers Journal 56Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Integration of an adaptive neuro-fuzzy inference system (ANFIS) model for groundwater level prediction utilizing feature engineering techniques in the training process. Neural Comput. Appl. Noor Kh. Yashooa, Kenneth Beng Wee Boo, Claudia Cherubini, Yuk Feng Huang, Farhan Ammar Fardush Sham, Mohsen Sherif, Ahmed El-Shafie, Ali Najah Ahmed
2024	J	`jnl`	Comparative Analysis of Artificial Intelligence Methods for Streamflow Forecasting. IEEE Access Yaxing Wei, Huzaifa Hashim, Sai Hin Lai, Kai Lun Chong, Yuk Feng Huang, Ali Najah Ahmed, Mohsen Sherif, Ahmed El-Shafie
2024	J	`jnl`	Optimization of reservoir operation by sine cosine algorithm: A case of study in Algeria. Sustain. Comput. Informatics Syst. Merouane Boudjerda, Bénina Touaibia, Mustapha Kamel Mihoubi, Özgür Kisi, Mohammad Ehteram, Ahmed El-Shafie
2024	J	`jnl`	Predicting daily wind speed using coupled multi-layer perceptron model with water strider optimization algorithm based on fuzzy reasoning and Gamma test. Soft Comput. Mohammad Ehteram, Fatemeh Panahi, Nouar AlDahoul, Ali Najah Ahmed, Yuk Feng Huang, Ahmed El-Shafie
2023	J	`jnl`	Forecasting multi-step-ahead reservoir monthly and daily inflow using machine learning models based on different scenarios. Appl. Intell. Karim Sherif Mostafa Hassan Ibrahim, Yuk Feng Huang, Ali Najah Ahmed, Chai Hoon Koo, Ahmed El-Shafie
2023	J	`jnl`	Integrated nonlinear autoregressive neural network and Holt winters exponential smoothing for river streaming flow forecasting at Aswan High. Earth Sci. Informatics Hayana Dullah, Ali Najah Ahmed, Pavitra Kumar, Ahmed El-Shafie
2022	J	`jnl`	A comparison of various machine learning approaches performance for prediction suspended sediment load of river systems: a case study in Malaysia. Earth Sci. Informatics Marwah Sattar Hanoon, Alharazi Abdulhadi Abdullatif B, Ali Najah Ahmed, Arif Razzaq, Ahmed H. Birima, Ahmed El-Shafie
2022	J	`jnl`	Application of Group Method of Data Handling and New Optimization Algorithms for Predicting Sediment Transport Rate under Vegetation Cover. CoRR Golnaz Mirzakhani, Elham Ghanbari-Adivi, Rohollah Fattahi, Mohammad Ehteram, Amir Mosavi, Ali Najah Ahmed, Ahmed El-Shafie
2022	J	`jnl`	Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: long short-term memory. Neural Comput. Appl. Alireza Docheshmeh Gorgij, Meysam Alizamir, Özgür Kisi, Ahmed El-Shafie
2022	J	`jnl`	Long-term forecasting of monthly mean reference evapotranspiration using deep neural network: A comparison of training strategies and approaches. Appl. Soft Comput. Min Yan Chia, Yuk Feng Huang, Chai Hoon Koo, Jing Lin Ng, Ali Najah Ahmed, Ahmed El-Shafie
2021	J	`jnl`	A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. Appl. Soft Comput. Ali Najah Ahmed, To Van Lam, Nguyen Duy Hung, Nguyen Van Thieu, Özgür Kisi, Ahmed El-Shafie
2021	J	`jnl`	A review of models for water level forecasting based on machine learning. Earth Sci. Informatics Wei Joe Wee, Nur'atiah Binti Zaini, Ali Najah Ahmed, Ahmed El-Shafie
2021	J	`jnl`	Advanced water level prediction for a large-scale river-lake system using hybrid soft computing approach: a case study in Dongting Lake, China. Earth Sci. Informatics Bin Deng, Sai Hin Lai, Changbo Jiang, Pavitra Kumar, Ahmed El-Shafie, Ren Jie Chin
2021	J	`jnl`	Groundwater level as an input to monthly predicting of water level using various machine learning algorithms. Earth Sci. Informatics Michelle Sapitang, Wanie M. Ridwan, Ali Najah Ahmed, Ming Fai Chow, Ahmed El-Shafie
2021	J	`jnl`	Optimization of hydropower reservoir operation based on hedging policy using Jaya algorithm. Appl. Soft Comput. Kai Lun Chong, Sai Hin Lai, Ali Najah Ahmed, Wan Zurina Wan Jaafar, Ahmed El-Shafie
2021	J	`jnl`	Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models. Soft Comput. Hamid Darabi, Sedigheh Mohamadi, Zahra Karimidastenaei, Özgür Kisi, Mohammad Ehteram, Ahmed El-Shafie, Ali Torabi Haghighi
2021	J	`jnl`	RBFNN versus GRNN modeling approach for sub-surface evaporation rate prediction in arid region. Sustain. Comput. Informatics Syst. Ammar Hatem Kamel, Haitham Abdulmohsin Afan, Mohsen Sherif, Ali Najah Ahmed, Ahmed El-Shafie
2021	J	`jnl`	Review on Dam and Reservoir Optimal Operation for Irrigation and Hydropower Energy Generation Utilizing Meta-Heuristic Algorithms. IEEE Access Kai Lun Chong, Sai Hin Lai, Ali Najah Ahmed, Wan Zurina Wan Zaafar, Ravipudi Venkata Rao, Mohsen Sherif, Ahmed Sefelnasr, Ahmed El-Shafie
2021	J	`jnl`	The copper grade estimation of porphyry deposits using machine learning algorithms and Henry gas solubility optimization. Earth Sci. Informatics Maliheh Abbaszadeh, Mohammad Ehteram, Ali Najah Ahmed, Vijay P. Singh, Ahmed El-Shafie
2020	J	`jnl`	ANFIS-based model for predicting actual shear rate associated with wall slip phenomenon. Soft Comput. Ren Jie Chin, Sai Hin Lai, Shaliza Ibrahim, Wan Zurina Wan Jaafar, Ahmed El-Shafie
2020	J	`jnl`	Complex Extreme Sea Levels Prediction Analysis: Karachi Coast Case Study. Entropy Faisal Ahmed Khan, Tariq Masood Ali Khan, Ali Najah Ahmed, Haitham Abdulmohsin Afan, Mohsen Sherif, Ahmed Sefelnasr, Ahmed El-Shafie
2020	J	`jnl`	Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm. Soft Comput. Quoc Bao Pham, Haitham Abdulmohsin Afan, Babak Mohammadi, Ali Najah Ahmed, Nguyen Thi Thuy Linh, Ngoc Duong Vo, Roozbeh Moazenzadeh, Pao-Shan Yu, Ahmed El-Shafie
2020	J	`jnl`	Reference Evapotranspiration Modeling Using New Heuristic Methods. Entropy Rana Muhammad Adnan, Zhihuan Chen, Xiaohui Yuan, Özgür Kisi, Ahmed El-Shafie, Alban Kuriqi, Misbah Ikram
2019	J	`jnl`	A hybrid bat-swarm algorithm for optimizing dam and reservoir operation. Neural Comput. Appl. Zaher Mundher Yaseen, Mohammed Falah Allawi, Hojat Karami, Mohammad Ehteram, Saeed Farzin, Ali Najah Ahmed, Suhana Binti Koting, Nuruol Syuhadaa Mohd, Wan Zurina Binti Jaafar, Haitham Abdulmohsin Afan, Ahmed El-Shafie
2019	J	`jnl`	Forecasting hydrological parameters for reservoir system utilizing artificial intelligent models and exploring their influence on operation performance. Knowl. Based Syst. Mohammed Falah Allawi, Othman Jaafar, Firdaus Mohamad Hamzah, Suhana Binti Koting, Nuruol Syuhadaa Binti Mohd, Ahmed El-Shafie
2019	J	`jnl`	Optimization of energy management and conversion in the water systems based on evolutionary algorithms. Neural Comput. Appl. Hojat Karami, Mohammed Ehteram, Sayed-Farhad Mousavi, Saeed Farzin, Özgür Kisi, Ahmed El-Shafie
2019	J	`jnl`	Rheological wall slip velocity prediction model based on artificial neural network. J. Exp. Theor. Artif. Intell. Ren Jie Chin, Sai Hin Lai, Shaliza Ibrahim, Wan Zurina Wan Jaafar, Ahmed El-Shafie
2019	J	`jnl`	Sensitivity analysis of artificial neural networks for just-suspension speed prediction in solid-liquid mixing systems: Performance comparison of MLPNN and RBFNN. Adv. Eng. Informatics Shaliza Ibrahim, Choe Earn Choong, Ahmed El-Shafie
2018	J	`jnl`	Non-tuned machine learning approach for hydrological time series forecasting. Neural Comput. Appl. Zaher Mundher Yaseen, Mohammed Falah Allawi, Ali A. Yousif, Othman Jaafar, Firdaus Mohamad Hamzah, Ahmed El-Shafie
2018	J	`jnl`	RBF-NN-based model for prediction of weld bead geometry in Shielded Metal Arc Welding (SMAW). Neural Comput. Appl. Ali Najah Ahmed, C. W. Mohd Noor, Mohammed Falah Allawi, Ahmed El-Shafie
2018	J	`jnl`	Self-adaptive conjugate method for a robust and efficient performance measure approach for reliability-based design optimization. Eng. Comput. Behrooz Keshtegar, Shahrizan Baharom, Ahmed El-Shafie
2018	J	`jnl`	Support vector regression-based model for prediction of behavior stone column parameters in soft clay under highway embankment. Neural Comput. Appl. Qasim A. Aljanabi, Zamri Chik, Mohammed Falah Allawi, Amr H. El-Shafie, Ali Najah Ahmed, Ahmed El-Shafie
2018	J	`jnl`	System performances analysis of reservoir optimization-simulation model in application of artificial bee colony algorithm. Neural Comput. Appl. Md S. Hossain, Ahmed El-Shafie, M. S. Mahzabin, M. H. Zawawi
2017	J	`jnl`	Application of artificial intelligence (AI) techniques in water quality index prediction: a case study in tropical region, Malaysia. Neural Comput. Appl. Mohammed Majeed Hameed, Saadi Shartooh Sharqi, Zaher Mundher Yaseen, Haitham Abdulmohsin Afan, Aini Hussain, Ahmed El-Shafie
2017	J	`jnl`	Fast convergence optimization model for single and multi-purposes reservoirs using hybrid algorithm. Adv. Eng. Informatics Mohammed Ehteram, Sayed-Farhad Mousavi, Hojat Karami, Saeed Farzin, Mohammad Emami, Faridah Binti Othman, Zahra Amini, Özgür Kisi, Ahmed El-Shafie
2017	J	`jnl`	Optimizing dam and reservoirs operation based model utilizing shark algorithm approach. Knowl. Based Syst. Mohammed Ehteram, Hojat Karami, Sayed-Farhad Mousavi, Ahmed El-Shafie, Zahra Amini
2017	J	`jnl`	RBFNN-based model for heavy metal prediction for different climatic and pollution conditions. Neural Comput. Appl. Adnan Elzwayie, Ahmed El-Shafie, Zaher Mundher Yaseen, Haitham Abdulmohsin Afan, Mohammed Falah Allawi
2016	J	`jnl`	RBFNN versus FFNN for daily river flow forecasting at Johor River, Malaysia. Neural Comput. Appl. Zaher Mundher Yaseen, Ahmed El-Shafie, Haitham Abdulmohsin Afan, Mohammed Majeed Hameed, Wan Hanna Melini Wan Mohtar, Aini Hussain
2014	J	`jnl`	Amplified wavelet-ANFIS-based model for GPS/INS integration to enhance vehicular navigation system. Neural Comput. Appl. Ahmed El-Shafie, Ali A. Najah, O. A. Karim
2014	J	`jnl`	Erratum to: Neural network nonlinear modeling for hydrogen production using anaerobic fermentation. Neural Comput. Appl. Walid Mohammed Al-alayah, Abdul Amir H. Kadhum, Jamaliah Md. Jahim, Ahmed El-Shafie, Mohd Sahaid Kalil
2014	J	`jnl`	Evolutionary techniques versus swarm intelligences: application in reservoir release optimization. Neural Comput. Appl. Md S. Hossain, Ahmed El-Shafie
2014	J	`jnl`	Neural network nonlinear modeling for hydrogen production using anaerobic fermentation. Neural Comput. Appl. Ahmed El-Shafie
2014	J	`jnl`	Performance analysis of artificial bee colony (ABC) algorithm in optimizing release policy of Aswan High Dam. Neural Comput. Appl. Md S. Hossain, Ahmed El-Shafie
2014	J	`jnl`	Rainfall data analyzing using moving average (MA) model and wavelet multi-resolution intelligent model for noise evaluation to improve the forecasting accuracy. Neural Comput. Appl. Seyed Ahmad Akrami, Ahmed El-Shafie, Mahdi Naseri, Celso Augusto Guimarães Santos
2013	J	`jnl`	Adaptive neuro-fuzzy inference system-based model for elevation-surface area-storage interrelationships. Neural Comput. Appl. Sabah S. Fayaed, Ahmed El-Shafie, Othman Jaafar
2013	J	`jnl`	Application of artificial neural networks for water quality prediction. Neural Comput. Appl. Ali A. Najah, Ahmed El-Shafie, O. A. Karim, Amr H. El-Shafie
2012	J	`jnl`	A modified gravitational search algorithm for slope stability analysis. Eng. Appl. Artif. Intell. Mohammad Khajehzadeh, Mohd Raihan Taha, Ahmed El-Shafie, Mahdiyeh Eslami
2012	J	`jnl`	Accuracy Enhancement of Inertial Sensors Utilizing High Resolution Spectral Analysis. Sensors Aboelmagd Noureldin, Justin Armstrong, Ahmed El-Shafie, Tashfeen B. Karamat, Donald McGaughey, Michael J. Korenberg, Aini Hussain
2012	J	`jnl`	Regularized versus non-regularized neural network model for prediction of saturated soil-water content on weathered granite soil formation. Neural Comput. Appl. Muhammad Mukhlisin, Ahmed El-Shafie, Mohd Raihan Taha
2012	J	`jnl`	To Sense or Not To Sense CoRR Ahmed El-Shafie
2012	J	`jnl`	Water quality prediction model utilizing integrated wavelet-ANFIS model with cross-validation. Neural Comput. Appl. Ali A. Najah, Ahmed El-Shafie, O. A. Karim, Othman Jaafar
2011	J	`jnl`	GPS/INS integration utilizing dynamic neural networks for vehicular navigation. Inf. Fusion Aboelmagd Noureldin, Ahmed El-Shafie, Mohamed M. Bayoumi
2010	J	`jnl`	Neural network modeling of time-dependent creep deformations in masonry structures. Neural Comput. Appl. Ahmed El-Shafie, T. Abdelazim, Aboelmagd Noureldin
2010	J	`jnl`	Performance evaluation of a non-linear error model for underwater range computation utilizing GPS sonobuoys. Neural Comput. Appl. Ahmed El-Shafie, Abdalla Osman, Aboelmagd Noureldin, Aini Hussain
2009	—	`conf`	Adaptive-Neuro Fuzzy Inference System for Human Posture Classification Using a Simplified Shock Graph. IVIC Shahrani Shahbudin, Aini Hussain, Ahmed El-Shafie, Nooritawati Md. Tahir, Salina Abdul Samad
2009	J	`jnl`	Performance Enhancement of MEMS-Based INS/GPS Integration for Low-Cost Navigation Applications. IEEE Trans. Veh. Technol. Aboelmagd Noureldin, Tashfeen B. Karamat, Mark D. Eberts, Ahmed El-Shafie
2007	J	`jnl`	Optimizing neuro-fuzzy modules for data fusion of vehicular navigation systems using temporal cross-validation. Eng. Appl. Artif. Intell. Aboelmagd Noureldin, Ahmed El-Shafie, Mahmoud Reda Taha