| A comprehensive review of hybrid models for solar radiation forecasting M Guermoui, F Melgani, K Gairaa, ML Mekhalfi Journal of Cleaner Production 258, 120357, 2020 | 299 | 2020 |
| 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 |
| Hybrid models for global solar radiation prediction: A case study A Rabehi, M Guermoui, D Lalmi International Journal of Ambient Energy 41 (1), 31-40, 2018 | 124 | 2018 |
| Impact of training data size on the LSTM performances for rainfall–runoff modeling T Boulmaiz, M Guermoui, H Boutaghane Modeling Earth Systems and Environment 6 (4), 2153-2164, 2020 | 99 | 2020 |
| Multi-step ahead forecasting of daily global and direct solar radiation: a review and case study of Ghardaia region M Guermoui, F Melgani, C Danilo Journal of Cleaner Production 201, 716-734, 2018 | 97 | 2018 |
| Forecasting intra-hour variance of photovoltaic power using a new integrated model M Guermoui, K Bouchouicha, N Bailek, JW Boland Energy Conversion and Management 245, 114569, 2021 | 83 | 2021 |
| 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 novel hybrid model for solar radiation forecasting using support vector machine and bee colony optimization algorithm: review and case study M Guermoui, K Gairaa, J Boland, T Arrif Journal of Solar Energy Engineering 143 (2), 020801, 2021 | 71 | 2021 |
| Short‐Term PV Power Forecasting Using a Hybrid TVF‐EMD‐ELM Strategy R Khelifi, M Guermoui, A Rabehi, A Taallah, A Zoukel, SSM Ghoneim, ... International Transactions on Electrical Energy Systems 2023 (1), 6413716, 2023 | 69 | 2023 |
| Estimation of the daily global solar radiation based on the Gaussian process regression methodology in the Saharan climate M Guermoui, K Gairaa, A Rabehi, D Djafer, S Benkaciali The European Physical Journal Plus 133 (6), 211, 2018 | 63 | 2018 |
| A novel learning approach for short-term photovoltaic power forecasting-A review and case studies K Ferkous, M Guermoui, S Menakh, A Bellaour, T Boulmaiz Engineering Applications of Artificial Intelligence 133, 108502, 2024 | 62 | 2024 |
| Support vector regression methodology for estimating global solar radiation in Algeria M Guermoui, A Rabehi, K Gairaa, S Benkaciali The European Physical Journal Plus 133 (1), 22, 2018 | 59 | 2018 |
| An analysis of case studies for advancing photovoltaic power forecasting through multi-scale fusion techniques M Guermoui, A Fezzani, Z Mohamed, A Rabehi, K Ferkous, N Bailek, ... Scientific reports 14 (1), 6653, 2024 | 57 | 2024 |
| A novel ensemble learning approach for hourly global solar radiation forecasting M Guermoui, S Benkaciali, K Gairaa, K Bouchouicha, T Boulmaiz, ... Neural Computing and Applications 34 (4), 2983-3005, 2022 | 57 | 2022 |
| New temperature-based predicting model for global solar radiation using support vector regression M Guermoui, R Abdelaziz, K Gairaa, L Djemoui, S Benkaciali International Journal of Ambient Energy 43 (1), 1397-1407, 2022 | 53 | 2022 |
| Multi-step-ahead forecasting of daily solar radiation components in the Saharan climate R Khelifi, M Guermoui, A Rabehi, D Lalmi International Journal of Ambient Energy 41 (6), 707-715, 2020 | 47 | 2020 |
| Optimisation of heliostat field layout for solar power tower systems using iterative artificial bee colony algorithm: a review and case study T Arrif, A Benchabane, M Germoui, B Bezza, A Belaid International Journal of Ambient Energy 42 (1), 65-80, 2021 | 42 | 2021 |
| Potential assessment of the TVF-EMD algorithm in forecasting hourly global solar radiation: Review and case studies M Guermoui, K Gairaa, K Ferkous, DSO Santos Jr, T Arrif, A Belaid Journal of Cleaner Production 385, 135680, 2023 | 41 | 2023 |
| Soft computing for solar radiation potential assessment in Algeria M Guermoui, A Rabehi International Journal of Ambient Energy 41 (13), 1524-1533, 2020 | 40 | 2020 |
| Modeling soil temperature based on Gaussian process regression in a semi-arid-climate, case study Ghardaia, Algeria R Mihoub, N Chabour, M Guermoui Geomechanics and Geophysics for Geo-Energy and Geo-Resources 2 (4), 397-403, 2016 | 40 | 2016 |
Arrif ToufikUnité de Recherche Appliquée en Energies Renouvelables, URAER, Centre de Développement des EnergiesVerified email at cder.dz
