| An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation A El Bilali, T Abdeslam, N Ayoub, H Lamane, MA Ezzaouini, A Elbeltagi Journal of Environmental Management 327, 116890, 2023 | 103 | 2023 |
| A framework based on multivariate distribution-based virtual sample generation and DNN for predicting water quality with small data A El Bilali, H Lamane, A Taleb, A Nafii Journal of Cleaner Production 368, 133227, 2022 | 32 | 2022 |
| Soil water erosion assessment in Morocco through modeling and fingerprinting applications: A review H Lamane, R Moussadek, B Baghdad, L Mouhir, H Briak, M Laghlimi, ... Heliyon 8 (8), 2022 | 26 | 2022 |
| An approach based on multivariate distribution and Gaussian copulas to predict groundwater quality using DNN models in a data scarce environment A Nafii, H Lamane, A Taleb, A El Bilali MethodsX 10, 102034, 2023 | 8 | 2023 |
| Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration H Lamane, L Mouhir, R Moussadek, B Baghdad, O Kisi, A El Bilali International Journal of Sediment Research 40 (1), 91-107, 2025 | 1 | 2025 |
| Physics-informed machine learning algorithms for forecasting sediment yield: an analysis of physical consistency, sensitivity, and interpretability A El Bilali, Y Brouziyne, O Attar, H Lamane, A Hadri, A Taleb Environmental Science and Pollution Research 31 (34), 47237-47257, 2024 | 1 | 2024 |
| Statistical analysis of a systematic review on soil water erosion assessment in Morocco H Lamane, L Mouhir, R Moussadek, B Baghdad, H Briak, A Zouahri, ... EGU General Assembly Conference Abstracts, EGU-9800, 2023 | 1 | 2023 |
| Obstacles épistémologiques liés à l’enseignement de la géologie au cycle secondaire collégial marocain A CHABLI, Y El Madhi, A Qarbous, MH Haimed, S Aitsi, O Amail, ... Moroccan Journal of Quantitative and Qualitative Research 3 (1), 17-31, 2021 | | 2021 |
