| Improvement of rainfall estimation from MSG data using Random Forests classification and regression F Ouallouche, M Lazri, S Ameur Atmospheric Research 211, 62-72, 2018 | 53 | 2018 |
| Identification of raining clouds using a method based on optical and microphysical cloud properties from Meteosat second generation daytime and nighttime data M Lazri, S Ameur, JM Brucker, J Testud, B Hamadache, S Hameg, ... Applied Water Science 3, 1-11, 2013 | 40 | 2013 |
| Optimization of One versus All-SVM using AdaBoost algorithm for rainfall classification and estimation from multispectral MSG data A Belghit, M Lazri, F Ouallouche, K Labadi, S Ameur Advances in Space Research 71 (1), 946-963, 2023 | 22 | 2023 |
| Convective rainfall estimation from MSG/SEVIRI data based on different development phase duration of convective systems (growth phase and decay phase) M Lazri, S Ameur, JM Brucker, F Ouallouche Atmospheric research 147, 38-50, 2014 | 21 | 2014 |
| Identifying convective and stratiform rain by confronting SEVERI sensor multispectral infrared to radar sensor data using neural network M Lazri, F Ouallouche, S Ameur, JM Brucker, Y Mohia Sensors & Transducers 145 (10), 19, 2012 | 20 | 2012 |
| Application of Dempster-Shafer theory for optimization of precipitation classification and estimation results from remote sensing data using machine learning F Belmahdi, M Lazri, F Ouallouche, K Labadi, R Absi, S Ameur Remote Sensing Applications: Society and Environment 29, 100906, 2023 | 10 | 2023 |
| Joint cryptography and channel-coding based on low-density parity-check codes and advanced encryption standard for 5g systems L Coulibaly, F Ouallouche, V Oduol International Journal of Electrical and Electronic Engineering …, 2021 | 9 | 2021 |
| Rainfall detection over northern Algeria by combining MSG and TRMM data F Ouallouche, S Ameur Applied Water Science 6 (1), 1-10, 2016 | 7 | 2016 |
| Artificial intelligence for satellite image processing: Application to rainfall estimation F Ouallouche, K Labadi, Y Mohia, M Lazri, S Ameur Intelligent Systems and Applications: Select Proceedings of ICISA 2022, 165-174, 2023 | 4 | 2023 |
| Infrared and microwave image fusion for rainfall detection over northern Algeria F Ouallouche, M Lazri, S Ameur, JM Brucker, M Sehad International Journal of Image, Graphics and Signal Processing 6 (6), 11, 2014 | 4 | 2014 |
| Behavior analysis of convective and stratiform rain using Markovian approach over Mediterranean region from meteorological radar data M Lazri, S Hameg, S Ameur, JM Brucker, F Ouallouche, Y Mohia Hydrology and Earth System Sciences Discussions 9 (5), 6225-6250, 2012 | 2 | 2012 |
| Classification of precipitation intensities from remote sensing data based on artificial intelligence using RF multi-learning Y Mohia, F Ouallouche, M Lazri, K Labadi, S Ameur Journal of the Indian Society of Remote Sensing 51 (4), 733-742, 2023 | 1 | 2023 |
| Image Segmentation Method for Identifying Convective and Stratiform Rain using MSG SEVIRI Data M Sehad, M Lazri, S Ameur, JM Brucker, F Ouallouche IJIGSP 7, 28-35, 2014 | 1 | 2014 |
| Comparison Between SVR and SVM in Rainfall Estimation from Remote Sensing Data M Lazri, K Labadi, Y Mohia, R Absi, Y Attaf, D Alouache Intelligent Systems for Smart Cities, pp 295–306, 2024 | | 2024 |
| Combination of Bagging and Neural Network for Improving Precipitation Estimates Using Remote Sensing M Lazri, Y Attaf, K Labadi, F Ouallouche, S Hameg, S Ameur Handbook of Formal Optimization, 2024 | | 2024 |
| Quantitative Estimation of Rainfall from Remote Sensing Data Using Machine Learning Regression Models Y Mohia, R Absi, M Lazri, K Labadi, F Ouallouche, S Ameur Hydrology 10 (2), 52, 2023 | | 2023 |
| Optimization of Rainfall Intensities Classification Based on Artificial Intelligence Using Recurrent Neural Network M Lazri, K Labadi, F Ouallouche, S Ameur Intelligent Systems and Applications: Select Proceedings of ICISA 2022, 39-48, 2023 | | 2023 |
| Extreme Learning Machine versus Multilayer perceptron for rainfall estimation from MSG Data M Lazri, F Ouallouche, K Labadi, S Ameur E3S Web of Conferences 353, 01006, 2022 | | 2022 |
| Estimation des précipitations par fusion de données de télédétection F Ouallouche Université Mouloud Mammeri, 2014 | | 2014 |
| www. sensorsportal. com ISSN 1726-5479 I Mellal, M Laghrouche, B Idjeri, R Beguenane, S Ameur, M Sridevi, ... | | 2012 |
