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Mohamadi, Sedigheh and Khozani, Zohreh Sheikh and Ehteram, Mohammad and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) Rainfall prediction using multiple inclusive models and large climate indices. Environmental Science and Pollution Research, 29 (56). pp. 85312-85349. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-022-21727-4.
Ehteram, Mohammad and Graf, Renata and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) Improved prediction of daily pan evaporation using Bayesian Model Averaging and optimized Kernel Extreme Machine models in different climates. Stochastic Environmental Research and Risk Assessment (SERRA), 36 (11). pp. 3875-3910. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-022-02235-w.
Bazrafshan, Ommolbanin and Ehteram, Mohammad and Latif, Sarmad Dashti and Huang, Yuk Feng and Teo, Fang Yenn and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) Predicting crop yields using a new robust Bayesian averaging model based on multiple hybrid ANFIS and MLP models. Ain Shams Engineering Journal, 13 (5). ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2022.101724.
Jalil-Masir, Hamed and Fattahi, Rohollah and Ghanbari-Adivi, Elham and Aghbolaghi, Mahdi Asadi and Ehteram, Mohammad and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) An inclusive multiple model for predicting total sediment transport rate in the presence of coastal vegetation cover based on optimized kernel extreme learning models. Environmental Science and Pollution Research, 29 (44). pp. 67180-67213. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-022-20472-y.
Achite, Mohammed and Banadkooki, Fatemeh Barzegari and Ehteram, Mohammad and Bouharira, Abdelhak and Ahmed, Ali Najah and Elshafie, Ahmed (2022) Exploring Bayesian model averaging with multiple ANNs for meteorological drought forecasts. Stochastic Environmental Research and Risk Assessment (SERRA), 36 (7). pp. 1835-1860. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-021-02150-6.
Khozani, Zohreh Sheikh and Banadkooki, Fatemeh Barzegari and Ehteram, Mohammad and Ahmed, Ali Najah and El-Shafie, Ahmed (2022) Combining autoregressive integrated moving average with Long Short-Term Memory neural network and optimisation algorithms for predicting ground water level. Journal of Cleaner Production, 348. ISSN 0959-6526, DOI https://doi.org/10.1016/j.jclepro.2022.131224.
Ehteram, Mohammad and Panahi, Fatemeh and Ahmed, Ali Najah and Huang, Yuk Feng and Kumar, Pavitra and Elshafie, Ahmed (2022) Predicting evaporation with optimized artificial neural network using multi-objective salp swarm algorithm. Environmental Science And Pollution Research, 29 (7). pp. 10675-10701. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-021-16301-3.
Ehteram, Mohammad and Panahi, Fatemeh and Ahmed, Ali Najah and Mosavi, Amir H. and El-Shafie, Ahmed (2022) Inclusive multiple model using hybrid artificial neural networks for predicting evaporation. Frontiers In Environmental Science, 9. ISSN 2296-665X, DOI https://doi.org/10.3389/fenvs.2021.789995.
Panahi, Fatemeh and Ehteram, Mohammad and Ahmed, Ali Najah and Huang, Yuk Feng and Mosavi, Amir and El-Shafie, Ahmed (2021) Streamflow prediction with large climate indices using several hybrid multilayer perceptrons and copula Bayesian model averaging. Ecological Indicators, 133. ISSN 1470-160X, DOI https://doi.org/10.1016/j.ecolind.2021.108285.
Abbaszadeh, Maliheh and Ehteram, Mohammad and Ahmed, Ali Najah and Singh, Vijay P. and El-Shafie, Ahmed (2021) The copper grade estimation of porphyry deposits using machine learning algorithms and Henry gas solubility optimization. Earth Science Informatics, 14 (4). pp. 2049-2075. ISSN 1865-0473, DOI https://doi.org/10.1007/s12145-021-00667-6.
Sammen, Saad Sh. and Ehteram, Mohammad and Abba, S. I. and Abdulkadir, R. A. and Ahmed, Ali Najah and El-Shafie, Ahmed (2021) A new soft computing model for daily streamflow forecasting. Stochastic Environmental Research and Risk Assessment, 35 (12). pp. 2479-2491. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-021-02012-1.
Ehteram, Mohammad and Banadkooki, Fatemeh Barzegari and Fai, Chow Ming and Moslemzadeh, Mohsen and Sapitang, Michelle and Ahmed, Ali Najah and Irwan, Dani and El-Shafie, Ahmed (2021) Optimal operation of multi-reservoir systems for increasing power generation using a seagull optimization algorithm and heading policy. Energy Reports, 7. pp. 3703-3725. ISSN 2352-4847, DOI https://doi.org/10.1016/j.egyr.2021.06.008.
Ehteram, Mohammad and Ahmed, Ali Najah and Kumar, Pavitra and Sherif, Mohsen and El-Shafie, Ahmed (2021) Predicting freshwater production and energy consumption in a seawater greenhouse based on ensemble frameworks using optimized multi-layer perceptron. Energy Reports, 7. pp. 6308-6326. ISSN 23524847, DOI https://doi.org/10.1016/j.egyr.2021.09.079.
Liang, Guoxi and Panahi, Fatemeh and Ahmed, Ali Najah and Ehteram, Mohammad and Band, Shahab S. and Elshafie, Ahmed (2021) Predicting municipal solid waste using a coupled artificial neural network with archimedes optimisation algorithm and socioeconomic components. Journal of Cleaner Production, 315. ISSN 0959-6526, DOI https://doi.org/10.1016/j.jclepro.2021.128039.
Ehteram, Mohammad and Teo, Fang Yenn and Ahmed, Ali Najah and Latif, Sarmad Dashti and Huang, Yuk Feng and Abozweita, Osama and Al-Ansari, Nadhir and El-Shafie, Ahmed (2021) Performance improvement for infiltration rate prediction using hybridized Adaptive Neuro-Fuzzy Inferences System (ANFIS) with optimization algorithms. Ain Shams Engineering Journal, 12 (2). pp. 1665-1676. ISSN 2090-4479, DOI https://doi.org/10.1016/j.asej.2020.08.019.
Darabi, Hamid and Mohamadi, Sedigheh and Karimidastenaei, Zahra and Kisi, Ozgur and Ehteram, Mohammad and ELShafie, Ahmed and Torabi Haghighi, Ali (2021) Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models. Soft Computing, 25 (11). pp. 7609-7626. ISSN 1432-7643, DOI https://doi.org/10.1007/s00500-021-05721-5.
Ehteram, Mohammad and Ahmed, Ali Najah and Latif, Sarmad Dashti and Huang, Yuk Feng and Alizamir, Meysam and Kisi, Ozgur and Mert, Cihan and Ahmed El-Shafie, Ahmed Hussein Kamel (2021) Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction. Environmental Science and Pollution Research, 28 (2). pp. 1596-1611. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-020-10421-y.
Banadkooki, Fatemeh Barzegari and Ehteram, Mohammad and Ahmed, Ali Najah and Teo, Fang Yenn and Fai, Chow Ming and Afan, Haitham Abdulmohsin and Sapitang, Michelle and El-Shafie, Ahmed (2020) Enhancement of groundwater-level prediction using an integrated machine learning model optimized by whale algorithm. Natural Resources Research, 29 (5). pp. 3233-3252. ISSN 1520-7439, DOI doi.org/10.1007/s11053-020-09634-2.
Banadkooki, Fatemeh Barzegari and Ehteram, Mohammad and Panahi, Fatemeh and Sammen, Saad Sh and Othman, Faridah and EL-Shafie, Ahmed (2020) Estimation of total dissolved solids (TDS) using new hybrid machine learning models. Journal Of Hydrology, 587. ISSN 00221694, DOI https://doi.org/10.1016/j.jhydrol.2020.124989.
Banadkooki, Fatemeh Barzegari and Adamowski, Jan and Singh, Vijay P. and Ehteram, Mohammad and Karami, Hojat and Mousavi, Sayed Farhad and Farzin, Saeed and El-Shafie, Ahmed (2020) Crow algorithm for irrigation management: A case study. Water Resources Management, 34 (3). pp. 1021-1045. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-020-02488-6.
Valikhan-Anaraki, Mahdi and Mousavi, Sayed-Farhad and Farzin, Saeed and Karami, Hojat and Ehteram, Mohammad and Kisi, Ozgur and Fai, Chow Ming and Hossain, Md Shabbir and Hayder, Gasim and Ahmed, Ali Najah and El-Shafie, Amr H. and Hashim, Huzaifa and Afan, Haitham Abdulmohsin and Lai, Sai Hin and El-Shafie, Ahmed (2019) Development of a Novel Hybrid Optimization Algorithm for Minimizing Irrigation Deficiencies. Sustainability, 11 (8). p. 2337. ISSN 2071-1050, DOI https://doi.org/10.3390/su11082337.
Ahmed, Ali Najah and Othman, Faridah and Afan, Haitham Abdulmohsin and Ibrahim, Rusul Khaleel and Chow, Ming Fai and Hossain, Md Shabbir and Ehteram, Mohammad and El-Shafie, Ahmed (2019) Machine learning methods for better water quality prediction. Journal of Hydrology, 578. p. 124084. ISSN 0022-1694, DOI https://doi.org/10.1016/j.jhydrol.2019.124084.
Karami, Hojat and Farzin, Saeed and Jahangiri, Aylin and Ehteram, Mohammad and Kisi, Ozgur and El-Shafie, Ahmed (2019) Multi-Reservoir System Optimization Based on Hybrid Gravitational Algorithm to Minimize Water-Supply Deficiencies. Water Resources Management, 33 (8). pp. 2741-2760. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-019-02238-3.
Yaseen, Zaher and Ehteram, Mohammad and Hossain, Md. and Fai, Chow and Koting, Suhana and Mohd, Nuruol Syuhadaa and Jaafar, Wan Zurina Wan and Afan, Haitham Abdulmohsin and Lai, Sai Hin and Zaini, Nuratiah and Ahmed, Ali and El-Shafie, Ahmed (2019) A Novel Hybrid Evolutionary Data-Intelligence Algorithm for Irrigation and Power Production Management: Application to Multi-Purpose Reservoir Systems. Sustainability, 11 (7). p. 1953. ISSN 2071-1050, DOI https://doi.org/10.3390/su11071953.
Karami, Hojat and Ehteram, Mohammad and Mousavi, Sayed-Farhad and Farzin, Saeed and Kisi, Ozgur and El-Shafie, Ahmed (2019) Optimization of energy management and conversion in the water systems based on evolutionary algorithms. Neural Computing and Applications, 31 (10). pp. 5951-5964. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-018-3412-6.
Abobakr Yahya, Abobakr Saeed and Ahmed, Ali Najah and Othman, Faridah and Ibrahim, Rusul Khaleel and Afan, Haitham Abdulmohsin and El-Shafie, Amr and Fai, Chow Ming and Hossain, Md Shabbir and Ehteram, Mohammad and El-Shafie, Ahmed (2019) Water Quality Prediction Model Based Support Vector Machine Model for Ungauged River Catchment under Dual Scenarios. Water, 11 (6). p. 1231. ISSN 2073-4441, DOI https://doi.org/10.3390/w11061231.
Yaseen, Zaher Mundher and Allawi, Mohammed Falah and Karami, Hojat and Ehteram, Mohammad and Farzin, Saeed and Ahmed, Ali Najah and Koting, Suhana and Mohd, Nuruol Syuhadaa and Jaafar, Wan Zurina Wan and Afan, Haitham Abdulmohsin and El-Shafie, Ahmed (2019) A hybrid bat–swarm algorithm for optimizing dam and reservoir operation. Neural Computing and Applications, 31 (12). pp. 8807-8821. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-018-3952-9.
Farzin, Saeed and Singh, Vijay and Karami, Hojat and Farahani, Nazanin and Ehteram, Mohammad and Kisi, Ozgur and Allawi, Mohammed Falah and Mohd, Nuruol Syuhadaa and El-Shafie, Ahmed (2018) Flood Routing in River Reaches Using a Three-Parameter Muskingum Model Coupled with an Improved Bat Algorithm. Water, 10 (9). p. 1130. ISSN 2073-4441, DOI https://doi.org/10.3390/w10091130.
Ehteram, Mohammad and Othman, Faridah and Yaseen, Zaher Mundher and Afan, Haitham Abdulmohsin and Allawi, Mohammed Falah and Malek, Marlinda Abdul and Ahmed, Ali Najah and Shahid, Shamsuddin and Singh, Vijay P. and El-Shafie, Ahmed (2018) Improving the Muskingum flood routing method using a hybrid of particle swarm optimization and bat algorithm. Water, 10 (6). p. 807. ISSN 2073-4441, DOI https://doi.org/10.3390/w10060807.
Yaseen, Zaher and Ehteram, Mohammad and Sharafati, Ahmad and Shahid, Shamsuddin and Al-Ansari, Nadhir and El-Shafie, Ahmed (2018) The Integration of Nature-Inspired Algorithms with Least Square Support Vector Regression Models: Application to Modeling River Dissolved Oxygen Concentration. Water, 10 (9). p. 1124. ISSN 2073-4441, DOI https://doi.org/10.3390/w10091124.
Ehteram, Mohammad and P. Singh, Vijay and Karami, Hojat and Hosseini, Khosrow and Dianatikhah, Mojgan and Hossain, Md. and Ming Fai, Chow and El-Shafie, Ahmed (2018) Irrigation Management Based on Reservoir Operation with an Improved Weed Algorithm. Water, 10 (9). p. 1267. ISSN 2073-4441, DOI https://doi.org/10.3390/w10091267.
Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and Ehteram, Mohammad and Hossain, Md Shabbir and El-Shafie, Ahmed (2018) Operating a reservoir system based on the shark machine learning algorithm. Environmental Earth Sciences, 77 (10). p. 366. ISSN 1866-6280, DOI https://doi.org/10.1007/s12665-018-7546-8.
Yaseen, Zaher Mundher and Karami, Hojat and Ehteram, Mohammad and Mohd, Nuruol Syuhadaa and Mousavi, Sayed Farhad and Lai, Sai Hin and Kisi, Ozgur and Farzin, Saeed and Kim, Sungwon and El-Shafie, Ahmed (2018) Optimization of Reservoir Operation using New Hybrid Algorithm. KSCE Journal of Civil Engineering, 22 (11). pp. 4668-4680. ISSN 1226-7988, DOI https://doi.org/10.1007/s12205-018-2095-y.
Ehteram, Mohammad and Mousavi, Sayed Farhad and Karami, Hojat and Farzin, Saeed and Singh, Vijay P. and Chau, Kwok Wing and El-Shafie, Ahmed (2018) Reservoir operation based on evolutionary algorithms and multi-criteria decision-making under climate change and uncertainty. Journal of Hydroinformatics, 20 (2). pp. 332-355. ISSN 1464-7141, DOI https://doi.org/10.2166/hydro.2018.094.
Allawi, Mohammed Falah and Jaafar, Othman and Ehteram, Mohammad and Mohamad Hamzah, Firdaus and El-Shafie, Ahmed (2018) Synchronizing Artificial Intelligence Models for Operating the Dam and Reservoir System. Water Resources Management, 32 (10). pp. 3373-3389. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-018-1996-3.
