| Groundwater level prediction using machine learning models: A comprehensive review H Tao, MM Hameed, HA Marhoon, M Zounemat-Kermani, S Heddam, ... Neurocomputing 489, 271-308, 2022 | 269 | 2022 |
| Non-tuned machine learning approach for hydrological time series forecasting ZM Yaseen, MF Allawi, AA Yousif, O Jaafar, FM Hamzah, A El-Shafie Neural Computing and Applications 30, 1479-1491, 2018 | 111 | 2018 |
| A hybrid bat–swarm algorithm for optimizing dam and reservoir operation ZM Yaseen, MF Allawi, H Karami, M Ehteram, S Farzin, AN Ahmed, ... Neural Computing and Applications 31, 8807-8821, 2019 | 101 | 2019 |
| Review on applications of artificial intelligence methods for dam and reservoir-hydro-environment models MF Allawi, O Jaafar, F Mohamad Hamzah, SMS Abdullah, A El-Shafie Environmental Science and Pollution Research 25, 13446-13469, 2018 | 80 | 2018 |
| Input attributes optimization using the feasibility of genetic nature inspired algorithm: application of river flow forecasting HA Afan, MF Allawi, A El-Shafie, ZM Yaseen, AN Ahmed, MA Malek, ... Scientific Reports 10 (1), 4684, 2020 | 76 | 2020 |
| RBFNN-based model for heavy metal prediction for different climatic and pollution conditions A Elzwayie, A El-Shafie, ZM Yaseen, HA Afan, MF Allawi Neural Computing and Applications 28, 1991-2003, 2017 | 71 | 2017 |
| Heavy metal monitoring, analysis and prediction in lakes and rivers: state of the art A Elzwayie, HA Afan, MF Allawi, A El-Shafie Environmental Science and Pollution Research 24, 12104-12117, 2017 | 68 | 2017 |
| Flood routing in river reaches using a three-parameter Muskingum model coupled with an improved bat algorithm S Farzin, VP Singh, H Karami, N Farahani, M Ehteram, O Kisi, MF Allawi, ... Water 10 (9), 1130, 2018 | 63 | 2018 |
| Assessing the predictability of an improved ANFIS model for monthly streamflow using lagged climate indices as predictors M Ehteram, HA Afan, M Dianatikhah, AN Ahmed, C Ming Fai, MS Hossain, ... Water 11 (6), 1130, 2019 | 58 | 2019 |
| Viability of the advanced adaptive neuro-fuzzy inference system model on reservoir evaporation process simulation: case study of Nasser Lake in Egypt SQ Salih, MF Allawi, AA Yousif, AM Armanuos, MK Saggi, M Ali, S Shahid, ... Engineering Applications of Computational Fluid Mechanics 13 (1), 878-891, 2019 | 58 | 2019 |
| Utilizing RBF-NN and ANFIS methods for multi-lead ahead prediction model of evaporation from reservoir MF Allawi, A El-Shafie Water Resources Management 30, 4773-4788, 2016 | 58 | 2016 |
| Optimized river stream-flow forecasting model utilizing high-order response surface method B Keshtegar, MF Allawi, HA Afan, A El-Shafie Water Resources Management 30, 3899-3914, 2016 | 57 | 2016 |
| RBF-NN-based model for prediction of weld bead geometry in Shielded Metal Arc Welding (SMAW) AN Ahmed, CWM Noor, MF Allawi, A El-Shafie Neural computing and applications 29, 889-899, 2018 | 55 | 2018 |
| Optimization of chain-reservoirs’ operation with a new approach in artificial intelligence M Ehteram, MF Allawi, H Karami, SF Mousavi, M Emami, A El-Shafie, ... Water Resources Management 31, 2085-2104, 2017 | 55 | 2017 |
| Synchronizing artificial intelligence models for operating the dam and reservoir system MF Allawi, O Jaafar, M Ehteram, F Mohamad Hamzah, A El-Shafie Water Resources Management 32, 3373-3389, 2018 | 48 | 2018 |
| Reservoir evaporation prediction modeling based on artificial intelligence methods MF Allawi, F Binti Othman, HA Afan, AN Ahmed, MS Hossain, CM Fai, ... Water 11 (6), 1226, 2019 | 45 | 2019 |
| Artificial intelligence and geo-statistical models for stream-flow forecasting in ungauged stations: state of the art N Valizadeh, M Mirzaei, MF Allawi, HA Afan, NS Mohd, A Hussain, ... Natural Hazards 86, 1377-1392, 2017 | 42 | 2017 |
| Novel reservoir system simulation procedure for gap minimization between water supply and demand MF Allawi, O Jaafar, FM Hamzah, A El-Shafie Journal of Cleaner Production 206, 928-943, 2019 | 41 | 2019 |
| Forecasting hydrological parameters for reservoir system utilizing artificial intelligent models and exploring their influence on operation performance MF Allawi, O Jaafar, FM Hamzah, SB Koting, NSB Mohd, A El-Shafie Knowledge-Based Systems 163, 907-926, 2019 | 40 | 2019 |
| Support vector regression-based model for prediction of behavior stone column parameters in soft clay under highway embankment QA Aljanabi, Z Chik, MF Allawi, AH El-Shafie, AN Ahmed, A El-Shafie Neural Computing and Applications 30, 2459-2469, 2018 | 38 | 2018 |