| Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization Y Tikhamarine, D Souag-Gamane, AN Ahmed, SS Sammen, O Kisi, ... Journal of Hydrology 589, 125133, 2020 | 116 | 2020 |
| Evolutionary computational intelligence algorithm coupled with self-tuning predictive model for water quality index determination SI Abba, SJ Hadi, SS Sammen, SQ Salih, RA Abdulkadir, QB Pham, ... Journal of Hydrology 587, 124974, 2020 | 107 | 2020 |
| Estimation of SPEI meteorological drought using machine learning algorithms A Mokhtar, M Jalali, H He, N Al-Ansari, A Elbeltagi, K Alsafadi, HG Abdo, ... IEEE Access 9, 65503-65523, 2021 | 106 | 2021 |
| 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 | 86 | 2020 |
| Non-linear input variable selection approach integrated with non-tuned data intelligence model for streamflow pattern simulation SJ Hadi, SI Abba, SS Sammen, SQ Salih, N Al-Ansari, ZM Yaseen IEEE Access 7, 141533-141548, 2019 | 83 | 2019 |
| Prediction of meteorological drought by using hybrid support vector regression optimized with HHO versus PSO algorithms A Malik, Y Tikhamarine, SS Sammen, SI Abba, S Shahid Environmental Science and Pollution Research 28, 39139-39158, 2021 | 81 | 2021 |
| 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 | 66 | 2020 |
| Enhanced artificial neural network with Harris hawks optimization for predicting scour depth downstream of ski-jump spillway SS Sammen, MA Ghorbani, A Malik, Y Tikhamarine, M AmirRahmani, ... Applied Sciences 10 (15), 5160, 2020 | 65 | 2020 |
| Support vector regression integrated with novel meta-heuristic algorithms for meteorological drought prediction A Malik, Y Tikhamarine, D Souag-Gamane, P Rai, SS Sammen, O Kisi Meteorology and Atmospheric Physics 133, 891-909, 2021 | 56 | 2021 |
| Monthly evapotranspiration estimation using optimal climatic parameters: efficacy of hybrid support vector regression integrated with whale optimization algorithm Y Tikhamarine, A Malik, K Pandey, SS Sammen, D Souag-Gamane, ... Environmental Monitoring and Assessment 192, 1-19, 2020 | 56 | 2020 |
| Application of soft computing to predict water quality in wetland QB Pham, R Mohammadpour, NTT Linh, M Mohajane, A Pourjasem, ... Environmental Science and Pollution Research 28, 185-200, 2021 | 44 | 2021 |
| An evaluation of existent methods for estimation of embankment dam breach parameters SS Sammen, TA Mohamed, AH Ghazali, LM Sidek, A El-Shafie Natural Hazards 87, 545-566, 2017 | 44 | 2017 |
| Prediction of daily water level using new hybridized GS-GMDH and ANFIS-FCM models I Ebtehaj, SS Sammen, LM Sidek, A Malik, P Sihag, AMS Al-Janabi, ... Engineering Applications of Computational Fluid Mechanics 15 (1), 1343-1361, 2021 | 39 | 2021 |
| Daily pan-evaporation estimation in different agro-climatic zones using novel hybrid support vector regression optimized by Salp swarm algorithm in conjunction with gamma test A Malik, Y Tikhamarine, N Al-Ansari, S Shahid, HS Sekhon, RK Pal, P Rai, ... Engineering Applications of Computational Fluid Mechanics 15 (1), 1075-1094, 2021 | 39 | 2021 |
| Generalized regression neural network for prediction of peak outflow from dam breach SSH Sammen, TA Mohamed, AH Ghazali, AH El-Shafie, LM Sidek Water Resources Management 31, 549-562, 2017 | 38 | 2017 |
| A new soft computing model for daily streamflow forecasting SS Sammen, M Ehteram, SI Abba, RA Abdulkadir, AN Ahmed, A El-Shafie Stochastic Environmental Research and Risk Assessment 35 (12), 2479-2491, 2021 | 36 | 2021 |
| Comparative implementation between neuro-emotional genetic algorithm and novel ensemble computing techniques for modelling dissolved oxygen concentration SI Abba, RA Abdulkadir, SS Sammen, AG Usman, SG Meshram, A Malik, ... Hydrological Sciences Journal 66 (10), 1584-1596, 2021 | 34 | 2021 |
| Using machine learning models to predict hydroponically grown lettuce yield A Mokhtar, W El-Ssawy, H He, N Al-Anasari, SS Sammen, Y Gyasi-Agyei, ... Frontiers in Plant Science 13, 706042, 2022 | 32 | 2022 |
| Integrating feature extraction approaches with hybrid emotional neural networks for water quality index modeling SI Abba, RA Abdulkadir, SS Sammen, QB Pham, AA Lawan, P Esmaili, ... Applied Soft Computing 114, 108036, 2022 | 32 | 2022 |
| Application of biochar for improving physical, chemical, and hydrological soil properties: a systematic review S Ahmad Bhat, A Kuriqi, MUD Dar, O Bhat, SS Sammen, ... Sustainability 14 (17), 11104, 2022 | 31 | 2022 |
AQEEL Al-ADILIUNIVERSITY OF TECHNOLOGY - IRAQVerified email at uotechnology.edu.iq
