Works by Ehteram, Mohammad

Results: 74

Gaussian mutation-alpine skiing optimization algorithm-recurrent attention unit-gated recurrent unit-extreme learning machine model: an advanced predictive model for predicting evaporation.

Published in:

Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 5, p. 1803, doi. 10.1007/s00477-023-02657-0

By:

Ehteram, Mohammad;
Barzegari Banadkooki, Fatemeh;
Afshari Nia, Mahdie

Publication type:

Article

Improved prediction of daily pan evaporation using Bayesian Model Averaging and optimized Kernel Extreme Machine models in different climates.

Published in:

Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 11, p. 3875, doi. 10.1007/s00477-022-02235-w

By:

Ehteram, Mohammad;
Graf, Renata;
Ahmed, Ali Najah;
El-Shafie, Ahmed

Publication type:

Article

Exploring Bayesian model averaging with multiple ANNs for meteorological drought forecasts.

Published in:

Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 7, p. 1835, doi. 10.1007/s00477-021-02150-6

By:

Achite, Mohammed;
Banadkooki, Fatemeh Barzegari;
Ehteram, Mohammad;
Bouharira, Abdelhak;
Ahmed, Ali Najah;
Elshafie, Ahmed

Publication type:

Article

A new soft computing model for daily streamflow forecasting.

Published in:

Stochastic Environmental Research & Risk Assessment, 2021, v. 35, n. 12, p. 2479, doi. 10.1007/s00477-021-02012-1

By:

Sammen, Saad Sh.;
Ehteram, Mohammad;
Abba, S. I.;
Abdulkadir, R. A.;
Ahmed, Ali Najah;
El-Shafie, Ahmed

Publication type:

Article

Optimal operation of hydropower reservoirs under climate change.

Published in:

Environment, Development & Sustainability, 2023, v. 25, n. 10, p. 10627, doi. 10.1007/s10668-022-02497-y

By:

Ehteram, Mohammad;
Ahmed, Ali Najah;
Chow, Ming Fai;
Latif, Sarmad Dashti;
Chau, Kwok-wing;
Chong, Kai Lun;
El-Shafie, Ahmed

Publication type:

Article

Predicting daily wind speed using coupled multi-layer perceptron model with water strider optimization algorithm based on fuzzy reasoning and Gamma test.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2024, v. 28, n. 17/18, p. 10439, doi. 10.1007/s00500-024-09816-7

By:

Ehteram, Mohammad;
Panahi, Fatemeh;
AlDahoul, Nouar;
Ahmed, Ali Najah;
Huang, Yuk Feng;
Elshafie, Ahmed

Publication type:

Article

GLUE uncertainty analysis of hybrid models for predicting hourly soil temperature and application wavelet coherence analysis for correlation with meteorological variables.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2021, v. 25, n. 16, p. 10723, doi. 10.1007/s00500-021-06009-4

By:

Seifi, Akram;
Ehteram, Mohammad;
Nayebloei, Fatemeh;
Soroush, Fatemeh;
Gharabaghi, Bahram;
Torabi Haghighi, Ali

Publication type:

Article

Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2021, v. 25, n. 11, p. 7609, doi. 10.1007/s00500-021-05721-5

By:

Darabi, Hamid;
Mohamadi, Sedigheh;
Karimidastenaei, Zahra;
Kisi, Ozgur;
Ehteram, Mohammad;
ELShafie, Ahmed;
Torabi Haghighi, Ali

Publication type:

Article

Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN.

Published in:

Sustainability (2071-1050), 2020, v. 12, n. 10, p. 4023, doi. 10.3390/su12104023

By:

Seifi, Akram;
Ehteram, Mohammad;
Singh, Vijay P.;
Mosavi, Amir

Publication type:

Article

Precipitation Forecasting Using Multilayer Neural Network and Support Vector Machine Optimization Based on Flow Regime Algorithm Taking into Account Uncertainties of Soft Computing Models.

Published in:

Sustainability (2071-1050), 2019, v. 11, n. 23, p. 6681, doi. 10.3390/su11236681

By:

Banadkooki, Fatemeh Barzegari;
Ehteram, Mohammad;
Ahmed, Ali Najah;
Fai, Chow Ming;
Afan, Haitham Abdulmohsin;
Ridwam, Wani M.;
Sefelnasr, Ahmed;
El-Shafie, Ahmed

Publication type:

Article

Development of a Novel Hybrid Optimization Algorithm for Minimizing Irrigation Deficiencies.

Published in:

Sustainability (2071-1050), 2019, v. 11, n. 8, p. 2337, doi. 10.3390/su11082337

By:

Valikhan-Anaraki, Mahdi;
Mousavi, Sayed-Farhad;
Farzin, Saeed;
Karami, Hojat;
Ehteram, Mohammad;
Kisi, Ozgur;
Fai, Chow Ming;
Hossain, Md. Shabbir;
Hayder, Gasim;
Ahmed, Ali Najah;
El-Shafie, Amr H.;
Bin Hashim, Huzaifa;
Afan, Haitham Abdulmohsin;
Lai, Sai Hin;
El-Shafie, Ahmed

Publication type:

Article

A Novel Hybrid Evolutionary Data-Intelligence Algorithm for Irrigation and Power Production Management: Application to Multi-Purpose Reservoir Systems.

Published in:

Sustainability (2071-1050), 2019, v. 11, n. 7, p. 1953, doi. 10.3390/su11071953

By:

Yaseen, Zaher Mundher;
Ehteram, Mohammad;
Hossain, Md. Shabbir;
Fai, Chow Ming;
Binti Koting, Suhana;
Mohd, Nuruol Syuhadaa;
Binti Jaafar, Wan Zurina;
Afan, Haitham Abdulmohsin;
Hin, Lai Sai;
Zaini, Nuratiah;
Ahmed, Ali Najah;
El-Shafie, Ahmed

Publication type:

Article

Convolutional neural network–multi-kernel radial basis function neural network–salp swarm algorithm: a new machine learning model for predicting effluent quality parameters.

Published in:

Environmental Science & Pollution Research, 2023, v. 30, n. 44, p. 99362, doi. 10.1007/s11356-023-29406-8

By:

Sheikh Khozani, Zohreh;
Ehteram, Mohammad;
Mohtar, Wan Hanna Melini Wan;
Achite, Mohammed;
Chau, Kwok-wing

Publication type:

Article

Self-attention (SA) temporal convolutional network (SATCN)-long short-term memory neural network (SATCN-LSTM): an advanced python code for predicting groundwater level.

Published in:

Environmental Science & Pollution Research, 2023, v. 30, n. 40, p. 92903, doi. 10.1007/s11356-023-28771-8

By:

Ehteram, Mohammad;
Ghanbari-Adivi, Elham

Publication type:

Article

Investigation on the Potential to Integrate Different Artificial Intelligence Models with Metaheuristic Algorithms for Improving River Suspended Sediment Predictions.

Published in:

Applied Sciences (2076-3417), 2019, v. 9, n. 19, p. 4149, doi. 10.3390/app9194149

By:

Ehteram, Mohammad;
Ghotbi, Samira;
Kisi, Ozgur;
Najah Ahmed, Ali;
Hayder, Gasim;
Ming Fai, Chow;
Krishnan, Mathivanan;
Abdulmohsin Afan, Haitham;
EL-Shafie, Ahmed

Publication type:

Article

Toward Bridging Future Irrigation Deficits Utilizing the Shark Algorithm Integrated with a Climate Change Model.

Published in:

Applied Sciences (2076-3417), 2019, v. 9, n. 19, p. 3960, doi. 10.3390/app9193960

By:

Ehteram, Mohammad;
El-Shafie, Amr H.;
Hin, Lai Sai;
Othman, Faridah;
Koting, Suhana;
Karami, Hojat;
Mousavi, Sayed-Farhad;
Farzin, Saeed;
Ahmed, Ali Najah;
Bin Zawawi, Mohd Hafiz;
Hossain, Md Shabbir;
Mohd, Nuruol Syuhadaa;
Afan, Haitham Abdulmohsin;
El-Shafie, Ahmed

Publication type:

Article

New Evolutionary Algorithm for Optimizing Hydropower Generation Considering Multireservoir Systems.

Published in:

Applied Sciences (2076-3417), 2019, v. 9, n. 11, p. 2280, doi. 10.3390/app9112280

By:

Ehteram, Mohammad;
Binti Koting, Suhana;
Afan, Haitham Abdulmohsin;
Mohd, Nuruol Syuhadaa;
Malek, M. A.;
Ahmed, Ali Najah;
El-shafie, Amr H.;
Onn, Chiu Chuen;
Lai, Sai Hin;
El-Shafie, Ahmed

Publication type:

Article

Stabilized Long Short Term Memory (SLSTM) model: a new variant of the LSTM model for predicting ozone concentration data.

Published in:

Earth Science Informatics, 2025, v. 18, n. 3, p. 1, doi. 10.1007/s12145-025-01798-w

By:

Kafi, Fatemeh;
Yousefi, Elham;
Ehteram, Mohammad;
Ashrafi, Khosro

Publication type:

Article

The copper grade estimation of porphyry deposits using machine learning algorithms and Henry gas solubility optimization.

Published in:

Earth Science Informatics, 2021, v. 14, n. 4, p. 2049, doi. 10.1007/s12145-021-00667-6

By:

Abbaszadeh, Maliheh;
Ehteram, Mohammad;
Ahmed, Ali Najah;
Singh, Vijay P.;
Elshafie, Ahmed

Publication type:

Article

Drought prediction using ensemble models.

Published in:

Acta Geophysica, 2024, v. 72, n. 2, p. 945, doi. 10.1007/s11600-023-01058-9

By:

Ehteram, Mohammad;
Achite, Mohammed;
Sheikh Khozani, Zohreh;
Farrokhi, Alireza

Publication type:

Article

Multi-timescale drought prediction using new hybrid artificial neural network models.

Published in:

Natural Hazards, 2021, v. 106, n. 3, p. 2461, doi. 10.1007/s11069-021-04550-x

By:

Banadkooki, Fatemeh Barzegari;
Singh, Vijay P.;
Ehteram, Mohammad

Publication type:

Article

Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm.

Published in:

Natural Hazards, 2020, v. 104, n. 1, p. 537, doi. 10.1007/s11069-020-04180-9

By:

Mohamadi, Sedigheh;
Sammen, Saad Sh.;
Panahi, Fatemeh;
Ehteram, Mohammad;
Kisi, Ozgur;
Mosavi, Amir;
Ahmed, Ali Najah;
El-Shafie, Ahmed;
Al-Ansari, Nadhir

Publication type:

Article

Advancements in evaporation prediction: introducing the Gated Recurrent Unit–Multi-Kernel Extreme Learning Machine (MKELM)–Gaussian Process Regression (GPR) model.

Published in:

Environmental Sciences Europe, 2024, v. 36, n. 1, p. 1, doi. 10.1186/s12302-024-01028-y

By:

Pourebrahim, Sharareh;
Ehteram, Mohammad;
Hadipour, Mehrdad;
Kisi, Ozgur;
El-Shafie, Ahmed;
Ahmed, Ali Najah;
Chen, Jit Ern

Publication type:

Article

Developing an ensembled machine learning model for predicting water quality index in Johor River Basin.

Published in:

Environmental Sciences Europe, 2024, v. 36, n. 1, p. 1, doi. 10.1186/s12302-024-00897-7

By:

Sidek, L. M.;
Mohiyaden, H. A.;
Marufuzzaman, M.;
Noh, N. S. M.;
Heddam, Salim;
Ehteram, Mohammad;
Kisi, Ozgur;
Sammen, Saad Sh.

Publication type:

Article

An advanced hybrid deep learning model for predicting total dissolved solids and electrical conductivity (EC) in coastal aquifers.

Published in:

Environmental Sciences Europe, 2024, v. 36, n. 1, p. 1, doi. 10.1186/s12302-024-00850-8

By:

Jamshidzadeh, Zahra;
Latif, Sarmad Dashti;
Ehteram, Mohammad;
Sheikh Khozani, Zohreh;
Ahmed, Ali Najah;
Sherif, Mohsen;
El-Shafie, Ahmed

Publication type:

Article

GLUE analysis of meteorological-based crop coefficient predictions to derive the explicit equation.

Published in:

Neural Computing & Applications, 2023, v. 35, n. 20, p. 14799, doi. 10.1007/s00521-023-08466-4

By:

Elbeltagi, Ahmed;
Seifi, Akram;
Ehteram, Mohammad;
Zerouali, Bilel;
Vishwakarma, Dinesh Kumar;
Pandey, Kusum

Publication type:

Article

A hybrid bat–swarm algorithm for optimizing dam and reservoir operation.

Published in:

Neural Computing & Applications, 2019, v. 31, n. 12, p. 8807, doi. 10.1007/s00521-018-3952-9

By:

Yaseen, Zaher Mundher;
Allawi, Mohammed Falah;
Karami, Hojat;
Ehteram, Mohammad;
Farzin, Saeed;
Ahmed, Ali Najah;
Koting, Suhana Binti;
Mohd, Nuruol Syuhadaa;
Jaafar, Wan Zurina Binti;
Afan, Haitham Abdulmohsin;
El-Shafie, Ahmed

Publication type:

Article

Optimization of energy management and conversion in the water systems based on evolutionary algorithms.

Published in:

Neural Computing & Applications, 2019, v. 31, n. 10, p. 5951, doi. 10.1007/s00521-018-3412-6

By:

Karami, Hojat;
Ehteram, Mohammad;
Mousavi, Sayed-Farhad;
Farzin, Saeed;
Kisi, Ozgur;
El-Shafie, Ahmed

Publication type:

Article

Monitoring air pollution using Sentinel-5 satellite imagery: A case study of Razavi and South Khorasan provinces.

Published in:

Sustainable Earth Trends, 2024, v. 4, n. 4, p. 41, doi. 10.48308/set.2024.236905.1067

By:

Kafi, Fatemeh;
Yousefi, Elham;
Ehteram, Mohammad;
Ashrafi, Khosro

Publication type:

Article

A Developed Multiple Linear Regression (MLR) Model for Monthly Groundwater Level Prediction.

Published in:

Water (20734441), 2023, v. 15, n. 22, p. 3940, doi. 10.3390/w15223940

By:

Ehteram, Mohammad;
Banadkooki, Fatemeh Barzegari

Publication type:

Article

Binary Coati Optimization Algorithm- Multi- Kernel Least Square Support Vector Machine-Extreme Learning Machine Model (BCOA-MKLSSVM-ELM): A New Hybrid Machine Learning Model for Predicting Reservoir Water Level.

Published in:

Water (20734441), 2023, v. 15, n. 8, p. 1593, doi. 10.3390/w15081593

By:

Sammen, Saad Sh.;
Ehteram, Mohammad;
Sheikh Khozani, Zohreh;
Sidek, Lariyah Mohd

Publication type:

Article

Pipeline Scour Rates Prediction-Based Model Utilizing a Multilayer Perceptron-Colliding Body Algorithm.

Published in:

Water (20734441), 2020, v. 12, n. 3, p. 902, doi. 10.3390/w12030902

By:

Ehteram, Mohammad;
Ahmed, Ali Najah;
Ling, Lloyd;
Fai, Chow Ming;
Latif, Sarmad Dashti;
Afan, Haitham Abdulmohsin;
Banadkooki, Fatemeh Barzegari;
El-Shafie, Ahmed

Publication type:

Article

Water Quality Prediction Model Based Support Vector Machine Model for Ungauged River Catchment under Dual Scenarios.

Published in:

Water (20734441), 2019, v. 11, n. 6, p. 1231, doi. 10.3390/w11061231

By:

Abobakr Yahya, Abobakr Saeed;
Ahmed, Ali Najah;
Binti Othman, Faridah;
Ibrahim, Rusul Khaleel;
Afan, Haitham Abdulmohsin;
El-Shafie, Amr;
Fai, Chow Ming;
Hossain, Md Shabbir;
Ehteram, Mohammad;
Elshafie, Ahmed

Publication type:

Article

Assessing the Predictability of an Improved ANFIS Model for Monthly Streamflow Using Lagged Climate Indices as Predictors.

Published in:

Water (20734441), 2019, v. 11, n. 6, p. 1130, doi. 10.3390/w11061130

By:

Ehteram, Mohammad;
Afan, Haitham Abdulmohsin;
Dianatikhah, Mojgan;
Ahmed, Ali Najah;
Ming Fai, Chow;
Hossain, Md Shabbir;
Allawi, Mohammed Falah;
Elshafie, Ahmed

Publication type:

Article

Open Channel Sluice Gate Scouring Parameters Prediction: Different Scenarios of Dimensional and Non-Dimensional Input Parameters.

Published in:

Water (20734441), 2019, v. 11, n. 2, p. 353, doi. 10.3390/w11020353

By:

Yousif, Ali A.;
Sulaiman, Sadeq Oleiwi;
Diop, Lamine;
Ehteram, Mohammad;
Shahid, Shamsuddin;
Al-Ansari, Nadhir;
Yaseen, Zaher Mundher

Publication type:

Article

Irrigation Management Based on Reservoir Operation with an Improved Weed Algorithm.

Published in:

Water (20734441), 2018, v. 10, n. 9, p. 1267, doi. 10.3390/w10091267

By:

Ehteram, Mohammad;
P. Singh, Vijay;
Karami, Hojat;
Hosseini, Khosrow;
Dianatikhah, Mojgan;
Hossain, Md. Shabbir;
Ming Fai, Chow;
El-Shafie, Ahmed

Publication type:

Article

Flood Routing in River Reaches Using a Three-Parameter Muskingum Model Coupled with an Improved Bat Algorithm.

Published in:

Water (20734441), 2018, v. 10, n. 9, p. 1130, doi. 10.3390/w10091130

By:

Farzin, Saeed;
Singh, Vijay P.;
Karami, Hojat;
Farahani, Nazanin;
Ehteram, Mohammad;
Kisi, Ozgur;
Allawi, Mohammed Falah;
Mohd, Nuruol Syuhadaa;
El-Shafie, Ahmed

Publication type:

Article

The Integration of Nature-Inspired Algorithms with Least Square Support Vector Regression Models: Application to Modeling River Dissolved Oxygen Concentration.

Published in:

Water (20734441), 2018, v. 10, n. 9, p. 1124, doi. 10.3390/w10091124

By:

Yaseen, Zaher Mundher;
Ehteram, Mohammad;
Sharafati, Ahmad;
Shahid, Shamsuddin;
Al-Ansari, Nadhir;
El-Shafie, Ahmed

Publication type:

Article

Improving the Muskingum Flood Routing Method Using a Hybrid of Particle Swarm Optimization and Bat Algorithm.

Published in:

Water (20734441), 2018, v. 10, n. 6, p. 807, doi. 10.3390/w10060807

By:

Ehteram, Mohammad;
Binti Othman, Faridah;
Mundher Yaseen, Zaher;
Abdulmohsin Afan, Haitham;
Falah Allawi, Mohammed;
Bt. Abdul Malek, Marlinda;
Najah Ahmed, Ali;
Shahid, Shamsuddin;
P. Singh, Vijay;
El-Shafie, Ahmed

Publication type:

Article

Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction.

Published in:

PLoS ONE, 2019, v. 14, n. 5, p. 1, doi. 10.1371/journal.pone.0217634

By:

Ghazvinian, Hamidreza;
Mousavi, Sayed-Farhad;
Karami, Hojat;
Farzin, Saeed;
Ehteram, Mohammad;
Hossain, Md Shabbir;
Fai, Chow Ming;
Hashim, Huzaifa Bin;
Singh, Vijay P.;
Ros, Faizah Che;
Ahmed, Ali Najah;
Afan, Haitham Abdulmohsin;
Lai, Sai Hin;
El-Shafie, Ahmed

Publication type:

Article

An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration.

Published in:

PLoS ONE, 2019, v. 14, n. 5, p. 1, doi. 10.1371/journal.pone.0217499

By:

Ehteram, Mohammad;
Singh, Vijay P.;
Ferdowsi, Ahmad;
Mousavi, Sayed Farhad;
Farzin, Saeed;
Karami, Hojat;
Mohd, Nuruol Syuhadaa;
Afan, Haitham Abdulmohsin;
Lai, Sai Hin;
Kisi, Ozgur;
Malek, M. A.;
Ahmed, Ali Najah;
El-Shafie, Ahmed

Publication type:

Article

Convolutional Neural Network -Support Vector Machine Model-Gaussian Process Regression: A New Machine Model for Predicting Monthly and Daily Rainfall.

Published in:

Water Resources Management, 2023, v. 37, n. 9, p. 3631, doi. 10.1007/s11269-023-03519-8

By:

Ehteram, Mohammad;
Ahmed, Ali Najah;
Sheikh Khozani, Zohreh;
El-Shafie, Ahmed

Publication type:

Article

Convolutional Neural Network- ANN- E (Tanh): A New Deep Learning Model for Predicting Rainfall.

Published in:

Water Resources Management, 2023, v. 37, n. 4, p. 1785, doi. 10.1007/s11269-023-03454-8

By:

Afshari Nia, Mahdie;
Panahi, Fatemeh;
Ehteram, Mohammad

Publication type:

Article

Combining Radial Basis Function Neural Network Models and Inclusive Multiple Models for Predicting Suspended Sediment Loads.

Published in:

Water Resources Management, 2022, v. 36, n. 11, p. 4313, doi. 10.1007/s11269-022-03256-4

By:

Ghanbari-Adivi, Elham;
Ehteram, Mohammad;
Farrokhi, Alireza;
Sheikh Khozani, Zohreh

Publication type:

Article

Crow Algorithm for Irrigation Management: A Case Study.

Published in:

Water Resources Management, 2020, v. 34, n. 3, p. 1021, doi. 10.1007/s11269-020-02488-6

By:

Banadkooki, Fatemeh Barzegari;
Adamowski, Jan;
Singh, Vijay P.;
Ehteram, Mohammad;
Karami, Hojat;
Mousavi, Sayed Farhad;
Farzin, Saeed;
EL-Shafie, Ahmed

Publication type:

Article

Application of a Coordination Model for a Large Number of Stakeholders with a New Game Theory Model.

Published in:

Water Resources Management, 2019, v. 33, n. 15, p. 5207, doi. 10.1007/s11269-019-02431-4

By:

Ehteram, Mohammad;
Ghotbi, Samira;
Kisi, Ozgur;
EL-Shafie, Ahmed

Publication type:

Article

A New Method for Flood Routing Utilizing Four-Parameter Nonlinear Muskingum and Shark Algorithm.

Published in:

Water Resources Management, 2019, v. 33, n. 14, p. 4879, doi. 10.1007/s11269-019-02409-2

By:

Farahani, Nazanin;
Karami, Hojat;
Farzin, Saeed;
Ehteram, Mohammad;
Kisi, Ozgur;
El Shafie, Ahmad

Publication type:

Article

Multi-Reservoir System Optimization Based on Hybrid Gravitational Algorithm to Minimize Water-Supply Deficiencies.

Published in:

Water Resources Management, 2019, v. 33, n. 8, p. 2741, doi. 10.1007/s11269-019-02238-3

By:

Karami, Hojat;
Farzin, Saeed;
Jahangiri, Aylin;
Ehteram, Mohammad;
Kisi, Ozgur;
El-Shafie, Ahmed

Publication type:

Article

Reservoir Operation by a New Evolutionary Algorithm: Kidney Algorithm.

Published in:

Water Resources Management, 2018, v. 32, n. 14, p. 4681, doi. 10.1007/s11269-018-2078-2

By:

Ehteram, Mohammad;
Karami, Hojat;
Mousavi, Sayed Farhad;
Farzin, Saaed;
Celeste, Alcigeimes B.;
Shafie, Ahmad-El

Publication type:

Article

Synchronizing Artificial Intelligence Models for Operating the Dam and Reservoir System.

Published in:

Water Resources Management, 2018, v. 32, n. 10, p. 3373, doi. 10.1007/s11269-018-1996-3

By:

Allawi, Mohammed Falah;
Jaafar, Othman;
Ehteram, Mohammad;
Mohamad Hamzah, Firdaus;
El-Shafie, Ahmed

Publication type:

Article