| Examining LightGBM and CatBoost models for wadi flash flood susceptibility prediction M Saber, T Boulmaiz, M Guermoui, KI Abdrabo, SA Kantoush, T Sumi, ... Geocarto International 37 (25), 7462-7487, 2022 | 140 | 2022 |
| Enhancing flood risk assessment through integration of ensemble learning approaches and physical-based hydrological modeling M Saber, T Boulmaiz, M Guermoui, KI Abdrabo, SA Kantoush, T Sumi, ... Geomatics, Natural Hazards and Risk 14 (1), 2203798, 2023 | 81 | 2023 |
| A hybrid LSTM-based genetic programming approach for short-term prediction of global solar radiation using weather data R Al-Hajj, A Assi, M Fouad, E Mabrouk Processes 9 (7), 1187, 2021 | 32 | 2021 |
| Immune system programming for medical image segmentation E Mabrouk, A Ayman, Y Raslan, AR Hedar Journal of Computational Science 31, 111-125, 2019 | 21 | 2019 |
| Short-Term Wind Energy Forecasting with Independent daytime/Nighttime machine Learning Models R Al-Hajj, MM Fouad, A ASSI, E Mabrouk 11th International Conference on Renewable Energy Research and Applications, 2022 | 20 | 2022 |
| Memetic programming with adaptive local search using tree data structures E Mabrouk, AR Hedar, M Fukushima Proceedings of the 5th international conference on Soft computing as …, 2008 | 20 | 2008 |
| Wireless sensor networks fault-tolerance based on graph domination with parallel scatter search AR Hedar, SN Abdulaziz, E Mabrouk, GA El-Sayed Sensors 20 (12), 3509, 2020 | 16 | 2020 |
| Prime number generation using memetic programming E Mabrouk, JC Hernández-Castro, M Fukushima Artificial Life and Robotics 16 (1), 53-56, 2011 | 11 | 2011 |
| Tabu programming: A new problem solver through adaptive memory programming over tree data structures AR Hedar, E Mabrouk, M Fukushima International Journal of Information Technology & Decision Making 10 (02 …, 2011 | 11 | 2011 |
| Memetic programming algorithm with automatically defined functions E Mabrouk, A Hedar, M Fukushima Technical report, Technical Report 2010-015, 2010 | 10 | 2010 |
| Tabu programming method: A new meta-heuristics algorithm using tree data structures for problem solving AR Hedar, E Mabrouk, M Fukushima Technical report, Technical report, 2008 | 8 | 2008 |
| Real-time prediction of suspended sediment concentration using machine learning: case study of Miwa reservoir, Tenryu River in Japan M SABER, R FURUIE, A EMARA, SA KANTOUSH, T SUMI, ... Journal of JSCE 13 (2), 24-16055, 2025 | 6 | 2025 |
| Ultra-short-term forecasting of wind speed using lightweight features and machine learning models R Al-Hajj, MM Fouad, AA Smieee, E Mabrouk 2023 12th International Conference on Renewable Energy Research and …, 2023 | 6 | 2023 |
| Enhancing flood risk assessment through integration of ensemble learning approaches and physical-based hydrological modeling. Geomat Nat Hazard Risk 14 (1) M Saber, T Boulmaiz, M Guermoui, KI Abdrabo, SA Kantoush, T Sumi, ... | 6 | 2023 |
| Constraint‐based models for dominating protein interaction networks AA Alofairi, E Mabrouk, IE Elsemman IET Systems Biology 15 (5), 148-162, 2021 | 6 | 2021 |
| Immune system programming: A machine learning approach based on artificial immune systems enhanced by local search E Mabrouk, Y Raslan, AR Hedar Electronics 11 (7), 982, 2022 | 4 | 2022 |
| Memetic Programming with the Atomic Representation for Extracting Logical Classification Rules E Baky, E Mabrouk, IE Elsemman Assiut University Journal of Multidisciplinary Scientific Research 49 (1), 1-17, 2020 | 4* | 2020 |
| Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan A Emara, SA Kantoush, M Saber, T Sumi, V Nourani, E Mabrouk Engineering Applications of Computational Fluid Mechanics 19 (1), 2444419, 2025 | 3 | 2025 |
| Advanced 3D abrasion mapping in sediment bypass tunnels using XGBoost: A high-dimensional approach to predictive modeling A Emara, SA Kantoush, M Saber, T Sumi, V Nourani, E Mabrouk Expert Systems with Applications 282, 127686, 2025 | 3 | 2025 |
| Machine learning-supported quantification and characterization of sediment plastic debris in an Anthropized Mfoundi River in Cameroon: Implications for the incidence of flood … DN Shiwomeh, SA Kantoush, M Saber, T Sumi, WY Fantong, BQ Nguyen, ... Science of the Total Environment 980, 179529, 2025 | 3 | 2025 |
Mohamed SaberAssociate Professor (Specific-Program), Water Resources Research Center, DPRI, Kyoto UniversityVerified email at kyoto-u.ac.jp
