| 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 | 197 | 2020 |
| 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 | 85 | 2018 |
| 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 | 72 | 2018 |
| 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 | 57 | 2022 |
| 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, 2153-2164, 2020 | 54 | 2020 |
| 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, 1-17, 2018 | 54 | 2018 |
| 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 | 50 | 2021 |
| 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 | 48 | 2021 |
| 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, 1-9, 2018 | 44 | 2018 |
| 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 | 33 | 2022 |
| 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, 1-23, 2022 | 32 | 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 | 31 | 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, 397-403, 2016 | 30 | 2016 |
| Soft computing for solar radiation potential assessment in Algeria M Guermoui, A Rabehi International Journal of Ambient Energy 41 (13), 1524-1533, 2020 | 25 | 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 | 22 | 2021 |
| Clear-sky models evaluation of two sites over Algeria for PV forecasting purpose K Gairaa, S Benkaciali, M Guermoui The European Physical Journal Plus 134 (10), 534, 2019 | 21 | 2019 |
| New soft computing model for multi-hours forecasting of global solar radiation M Guermoui, K Bouchouicha, S Benkaciali, K Gairaa, N Bailek The European Physical Journal Plus 137 (1), 162, 2022 | 20 | 2022 |
| Heart sounds analysis using wavelets responses and support vector machines M Guermoui, ML Mekhalfi, K Ferroudji 2013 8th International Workshop on Systems, Signal Processing and their …, 2013 | 19 | 2013 |
| Contribution of ordinal variables to short-term global solar irradiation forecasting for sites with low variabilities K Gairaa, C Voyant, G Notton, S Benkaciali, M Guermoui Renewable Energy 183, 890-902, 2022 | 17 | 2022 |
| Evaluation of the global solar irradiation from the artificial neural network technique S Benkaciali, M Haddadi, A Khellaf, K Gairaa, M Guermoui Journal of Renewable Energies 19 (4), 617-631, 2016 | 17 | 2016 |
Abdelaziz RabehiUniversity of Djelfa, AlgeriaVerified email at univ-djelfa.dz
