| Machine learning methods for better water quality prediction AN Ahmed, FB Othman, HA Afan, RK Ibrahim, CM Fai, MS Hossain, ... Journal of Hydrology 578, 124084, 2019 | 549 | 2019 |
| Modeling and uncertainty analysis of groundwater level using six evolutionary optimization algorithms hybridized with ANFIS, SVM, and ANN A Seifi, M Ehteram, VP Singh, A Mosavi Sustainability 12 (10), 4023, 2020 | 132 | 2020 |
| Water quality prediction model based support vector machine model for ungauged river catchment under dual scenarios AS Abobakr Yahya, AN Ahmed, F Binti Othman, RK Ibrahim, HA Afan, ... Water 11 (6), 1231, 2019 | 128 | 2019 |
| Estimation of total dissolved solids (TDS) using new hybrid machine learning models FB Banadkooki, M Ehteram, F Panahi, SS Sammen, FB Othman, ... Journal of Hydrology 587, 124989, 2020 | 104 | 2020 |
| Optimizing dam and reservoirs operation based model utilizing shark algorithm approach M Ehteram, H Karami, SF Mousavi, A El-Shafie, Z Amini Knowledge-Based Systems 122, 26-38, 2017 | 103 | 2017 |
| Reservoir operation based on evolutionary algorithms and multi-criteria decision-making under climate change and uncertainty M Ehteram, SF Mousavi, H Karami, S Farzin, VP Singh, K Chau, ... Journal of Hydroinformatics 20 (2), 332-355, 2018 | 102 | 2018 |
| Suspended sediment load prediction using artificial neural network and ant lion optimization algorithm FB Banadkooki, M Ehteram, AN Ahmed, FY Teo, M Ebrahimi, CM Fai, ... Environmental Science and Pollution Research 27, 38094-38116, 2020 | 101 | 2020 |
| 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 |
| Enhancement of groundwater-level prediction using an integrated machine learning model optimized by whale algorithm FB Banadkooki, M Ehteram, AN Ahmed, FY Teo, CM Fai, HA Afan, ... Natural resources research 29, 3233-3252, 2020 | 96 | 2020 |
| Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm S Mohamadi, SS Sammen, F Panahi, M Ehteram, O Kisi, A Mosavi, ... Natural Hazards 104, 537-579, 2020 | 84 | 2020 |
| Combining autoregressive integrated moving average with Long Short-Term Memory neural network and optimisation algorithms for predicting ground water level ZS Khozani, FB Banadkooki, M Ehteram, AN Ahmed, A El-Shafie Journal of Cleaner Production 348, 131224, 2022 | 83 | 2022 |
| The integration of nature-inspired algorithms with least square support vector regression models: application to modeling river dissolved oxygen concentration ZM Yaseen, M Ehteram, A Sharafati, S Shahid, N Al-Ansari, A El-Shafie Water 10 (9), 1124, 2018 | 82 | 2018 |
| Efficiency evaluation of reverse osmosis desalination plant using hybridized multilayer perceptron with particle swarm optimization M Ehteram, SQ Salih, ZM Yaseen Environmental Science and Pollution Research 27 (13), 15278-15291, 2020 | 79 | 2020 |
| Hybridization of artificial intelligence models with nature inspired optimization algorithms for lake water level prediction and uncertainty analysis M Ehteram, A Ferdowsi, M Faramarzpour, AMS Al-Janabi, N Al-Ansari, ... Alexandria Engineering Journal 60 (2), 2193-2208, 2021 | 77 | 2021 |
| An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration M Ehteram, VP Singh, A Ferdowsi, SF Mousavi, S Farzin, H Karami, ... PloS one 14 (5), e0217499, 2019 | 72 | 2019 |
| Improving the Muskingum flood routing method using a hybrid of particle swarm optimization and bat algorithm M Ehteram, F Binti Othman, Z Mundher Yaseen, H Abdulmohsin Afan, ... Water 10 (6), 807, 2018 | 71 | 2018 |
| Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction M Ehteram, AN Ahmed, SD Latif, YF Huang, M Alizamir, O Kisi, C Mert, ... Environmental Science and Pollution Research 28, 1596-1611, 2021 | 66 | 2021 |
| Predicting crop yields using a new robust Bayesian averaging model based on multiple hybrid ANFIS and MLP models O Bazrafshan, M Ehteram, SD Latif, YF Huang, FY Teo, AN Ahmed, ... Ain Shams Engineering Journal 13 (5), 101724, 2022 | 64 | 2022 |
| 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 | 64 | 2018 |
| Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction H Ghazvinian, SF Mousavi, H Karami, S Farzin, M Ehteram, MS Hossain, ... PLoS One 14 (5), e0217634, 2019 | 63 | 2019 |
