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 | 58 | 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 | 55 | 2020 |
Modeling of underground dams Application to planning in the semi arid areas (Biskra, Algeria) L Ouerdachi, H Boutaghane, R Hafsi, TB Tayeb, F Bouzahar Energy Procedia 18, 426-437, 2012 | 41 | 2012 |
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 | 35 | 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 | 13 | 2023 |
Flood analysis and mitigation strategies in Algeria H Boutaghane, T Boulmaiz, EK Lameche, A Lefkir, M Hasbaia, ... Wadi flash floods: challenges and advanced approaches for disaster risk …, 2022 | 12 | 2022 |
Single neural network and neuro-updating conceptual model for forecasting runoff T Boulmaiz, L Ouerdachi, D Boutoutaou, H Boutaghane International Journal of Hydrology Science and Technology 6 (4), 344-358, 2016 | 6 | 2016 |
Impact of training data size on the LSTM performances for rainfall–runoff modeling. Model Earth Syst Environ 6: 2153–2164 T Boulmaiz, M Guermoui, H Boutaghane | 5 | 2020 |
A hybrid approach based on complete ensemble empirical mode decomposition with adaptive noise for multi-step-ahead solar radiation forecasting K Ferkous, T Boulmaiz, F Abdelmouiz Ziari, B Bekkar Clean Energy 6 (5), 705-715, 2022 | 4 | 2022 |
Exploring the spatio-temporal variability of precipitation over the Medjerda Transboundary Basin in North Africa T Boulmaiz, H Boutaghane, H Abida, M Saber, SA Kantoush, Y Tramblay Water 14 (3), 423, 2022 | 4 | 2022 |
Uncertainty analysis using fuzzy models in hydroinformatics T Boulmaiz, M Guermoui, M Saber, H Boutaghane, H Abida, S Eslamian Handbook of Hydroinformatics, 423-434, 2023 | 2 | 2023 |
Urban flood numerical modeling and hydraulic performance of a drainage network: A case study in Algiers, Algeria E Lameche, H Boutaghane, M Saber, KI Abdrabo, AM Bermad, ... Water Science & Technology 88 (7), 1635-1656, 2023 | 1 | 2023 |
Machine Learning Techniques and hydrological Modeling for Flood Susceptibility and Inundation Mapping: Case study VGTB River Basin, Vietnam M Saber, T Boulmaiz, M Guermoui, KI Abdrabo, S Kantosh, T Sumi, ... AGU Fall Meeting Abstracts 2022, GC15G-0520, 2022 | 1 | 2022 |
Analysis of rainfall trend and the impact of teleconnection patterns on its variability: case of Medjerda Transboundary Watershed T Boulmaiz, H Boutaghane, H Abida, M Saber, SA Kantoush, Y Tramblay IAHS2022, 2022 | 1 | 2022 |
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 | | 2024 |
Enhancing photovoltaic energy forecasting: a progressive approach using wavelet packet decomposition K Ferkous, M Guermoui, A Bellaour, T boulmaiz, N Bailek Clean Energy 8 (3), 95-108, 2024 | | 2024 |
Regional flood frequency analysis in North Africa Y Tramblay, A Khedimallah, M Sadaoui, L Benaabidate, T Boulmaiz, ... Journal of Hydrology 630, 130678, 2024 | | 2024 |
Regional flood frequency in North Africa Y Tramblay, M El El Khalki, M Sadaoui, L Benaabidate, T Boulmaiz, ... EGU General Assembly Conference Abstracts, EGU-3144, 2023 | | 2023 |
CONTRIBUTION TO GEOSPATIAL CLASSIFICATION BY USING QUALITY INDICES FOR IRRIGATION WATER IN ARID ZONES, CASE OF OUARGLA REGION, SOUTH EAST ALGERIA MH Boutelli, A Zeddouri, T Boulmaiz Food and Environment Safety Journal 22 (1), 2023 | | 2023 |
Stormwater management modeling and machine learning for flash flood susceptibility prediction in Wadi Qows, Saudi Arabia F Alamoudi, M Saber, SA Kantoush, T Boulmaiz, KI Abdrabo, ... Hydrological Research Letters 17 (3), 62-68, 2023 | | 2023 |