| Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization RM Adnan, RR Mostafa, O Kisi, ZM Yaseen, S Shahid, ... Knowledge-Based Systems 230, 107379, 2021 | 175 | 2021 |
| Improved feature selection model for big data analytics IM El-Hasnony, SI Barakat, M Elhoseny, RR Mostafa IEEE Access 8, 66989-67004, 2020 | 168 | 2020 |
| Fick’s Law Algorithm: A physical law-based algorithm for numerical optimization FA Hashim, RR Mostafa, AG Hussien, S Mirjalili, KM Sallam Knowledge-Based Systems 260, 110146, 2023 | 164 | 2023 |
| IoTBoT-IDS: A novel statistical learning-enabled botnet detection framework for protecting networks of smart cities J Ashraf, M Keshk, N Moustafa, M Abdel-Basset, H Khurshid, AD Bakhshi, ... Sustainable Cities and Society 72, 103041, 2021 | 159 | 2021 |
| An effective feature selection model using hybrid metaheuristic algorithms for iot intrusion detection SS Kareem, RR Mostafa, FA Hashim, HM El-Bakry Sensors 22 (4), 1396, 2022 | 129 | 2022 |
| Support vector regression (SVR) and grey wolf optimization (GWO) to predict the compressive strength of GGBFS-based geopolymer concrete HU Ahmed, RR Mostafa, A Mohammed, P Sihag, A Qadir Neural Computing and Applications 35 (3), 2909-2926, 2023 | 115 | 2023 |
| A new random vector functional link integrated with mayfly optimization algorithm for performance prediction of solar photovoltaic thermal collector combined with electrolytic … M Abd Elaziz, S Senthilraja, ME Zayed, AH Elsheikh, RR Mostafa, S Lu Applied Thermal Engineering 193, 117055, 2021 | 113 | 2021 |
| Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms RM Adnan, RR Mostafa, ARMT Islam, O Kisi, A Kuriqi, S Heddam Computers and Electronics in Agriculture 191, 106541, 2021 | 100 | 2021 |
| Optimized ANFIS model using hybrid metaheuristic algorithms for Parkinson’s disease prediction in IoT environment IM El-Hasnony, SI Barakat, RR Mostafa IEEE Access 8, 119252-119270, 2020 | 93 | 2020 |
| Improved seagull optimization algorithm using Lévy flight and mutation operator for feature selection AA Ewees, RR Mostafa, RM Ghoniem, MA Gaheen Neural Computing and Applications 34 (10), 7437-7472, 2022 | 83 | 2022 |
| Optimizing hyperparameters of deep reinforcement learning for autonomous driving based on whale optimization algorithm NM Ashraf, RR Mostafa, RH Sakr, MZ Rashad Plos one 16 (6), e0252754, 2021 | 79 | 2021 |
| Pan evaporation estimation by relevance vector machine tuned with new metaheuristic algorithms using limited climatic data RM Adnan, RR Mostafa, HL Dai, S Heddam, A Kuriqi, O Kisi Engineering Applications of Computational Fluid Mechanics 17 (1), 2192258, 2023 | 75 | 2023 |
| Development of new machine learning model for streamflow prediction: Case studies in Pakistan RM Adnan, RR Mostafa, A Elbeltagi, ZM Yaseen, S Shahid, O Kisi Stochastic Environmental Research and Risk Assessment, 1-35, 2022 | 74 | 2022 |
| Training and testing data division influence on hybrid machine learning model process: application of river flow forecasting H Tao, AO Al-Sulttani, AM Salih Ameen, ZH Ali, N Al-Ansari, SQ Salih, ... Complexity 2020 (1), 8844367, 2020 | 74 | 2020 |
| Manganese (Mn) removal prediction using extreme gradient model SK Bhagat, T Tiyasha, TM Tung, RR Mostafa, ZM Yaseen Ecotoxicology and Environmental Safety 204, 111059, 2020 | 69 | 2020 |
| Water temperature prediction using improved deep learning methods through reptile search algorithm and weighted mean of vectors optimizer RMA Ikram, RR Mostafa, Z Chen, KS Parmar, O Kisi, ... Journal of Marine Science and Engineering 11 (2), 259, 2023 | 68 | 2023 |
| The potential of a novel support vector machine trained with modified mayfly optimization algorithm for streamflow prediction RM Adnan, O Kisi, RR Mostafa, AN Ahmed, A El-Shafie Hydrological Sciences Journal 67 (2), 161-174, 2022 | 65 | 2022 |
| Modeling potential evapotranspiration by improved machine learning methods using limited climatic data RR Mostafa, O Kisi, RM Adnan, T Sadeghifar, A Kuriqi Water 15 (3), 486, 2023 | 63 | 2023 |
| Improving drought modeling using hybrid random vector functional link methods RM Adnan, RR Mostafa, ARMT Islam, AD Gorgij, A Kuriqi, O Kisi Water 13 (23), 3379, 2021 | 60 | 2021 |
| Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection RR Mostafa, AA Ewees, RM Ghoniem, L Abualigah, FA Hashim Knowledge-Based Systems 246, 108743, 2022 | 59 | 2022 |
