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Ahmed, Ali Najah and Yafouz, Ayman and Birima, Ahmed H. and Kisi, Ozgur and Huang, Yuk Feng and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2022) Water level prediction using various machine learning algorithms: A case study of Durian Tunggal river, Malaysia. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 422-440. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.2019128.
Afan, Haitham Abdulmohsin and Yafouz, Ayman and Birima, Ahmed H. and Ahmed, Ali Najah and Kisi, Ozgur and Chaplot, Barkha and El-Shafie, Ahmed (2022) Linear and stratified sampling-based deep learning models for improving the river streamflow forecasting to mitigate flooding disaster. Natural Hazards, 112 (2). pp. 1527-1545. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-022-05237-7.
Gorgij, Alireza Docheshmeh and Alizamir, Meysam and Kisi, Ozgur and Elshafie, Ahmed (2022) Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: Long short-term memory. Neural Computing and Applications, 34 (3, SI). pp. 2425-2442. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-021-06505-6.
Adnan, Rana Muhammad and Kisi, Ozgur and Mostafa, Reham R. and Ahmed, Ali Najah and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) The potential of a novel support vector machine trained with modified mayfly optimization algorithm for streamflow prediction. Hydrological Sciences Journal, 67 (2). pp. 161-174. ISSN 0262-6667, DOI https://doi.org/10.1080/02626667.2021.2012182.
Ahmed, Ali Najah and Lam, To Van and Hung, Nguyen Duy and Thieu, Nguyen Van and Kisi, Ozgur and El-Shafie, Ahmed (2021) A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. Applied Soft Computing, 105. ISSN 1568-4946, DOI https://doi.org/10.1016/j.asoc.2021.107282.
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.
Afan, Haitham Abdulmohsin and Osman, Ahmedbahaaaldin Ibrahem Ahmed and Essam, Yusuf and Ahmed, Ali Najah and Huang, Yuk Feng and Kisi, Ozgur and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok-wing and El-Shafie, Ahmed (2021) Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 1420-1439. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.1974093.
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.
Alizamir, Meysam and Kisi, Ozgur and Ahmed, Ali Najah and Mert, Cihan and Fai, Chow Ming and Kim, Sungwon and Kim, Nam Won and El-Shafie, Ahmed (2020) Advanced machine learning model for better prediction accuracy of soil temperature at different depths. PLoS ONE, 15 (4). ISSN 1932-6203, DOI https://doi.org/10.1371/journal.pone.0231055.
Tikhamarine, Yazid and Souag-Gamane, Doudja and Najah Ahmed, Ali and Kisi, Ozgur and El-Shafie, Ahmed (2020) Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm. Journal of Hydrology, 582. p. 124435. ISSN 0022-1694, DOI https://doi.org/10.1016/j.jhydrol.2019.124435.
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.
Rezaie-Balf, Mohammad and Naganna, Sujay Raghavendra and Kisi, Ozgur and El-Shafie, Ahmed (2019) Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam. Hydrological Sciences Journal, 64 (13). pp. 1629-1646. ISSN 0262-6667, DOI https://doi.org/10.1080/02626667.2019.1661417.
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.
Karami, Hojat and Ehteram, Mohammad and Mousavi, Sayed-Farhad and Farzin, Saeed and Kisi, Ozgur and El-Shafie, Ahmed (2019) Optimization of energy management and conversion in the water systems based on evolutionary algorithms. Neural Computing and Applications, 31 (10). pp. 5951-5964. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-018-3412-6.
Adnan, Rana Muhammad and Liang, Zhongmin and El-Shafie, Ahmed and Zounemat-Kermani, Mohammad and Kisi, Ozgur (2019) Prediction of Suspended Sediment Load Using Data-Driven Models. Water, 11 (10). p. 2060. ISSN 2073-4441, DOI https://doi.org/10.3390/w11102060.
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.
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.
