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Fethi Ouallouche

Observed name: F. Ouallouche
ORCID: 0009-0007-5793-409X
Observed ORCID: 0009-0007-5793-409X
OpenAlex ID: A5032336922
Improvement of rainfall estimation from MSG data using Random Forests classification and regression
2018 · Fethi Ouallouche, Mourad Lazri, et al. · Atmospheric Research · 66
Optimization of One versus All-SVM using AdaBoost algorithm for rainfall classification and estimation from multispectral MSG data
2022 · Amar Belghit, Mourad Lazri, et al. · Advances in Space Research · 49
Application of Dempster-Shafer theory for optimization of precipitation classification and estimation results from remote sensing data using machine learning
2022 · Fatiha Belmahdi, Mourad Lazri, et al. · Remote Sensing Applications Society and Environment · 32
Identification of raining clouds using a method based on optical and microphysical cloud properties from Meteosat second generation daytime and nighttime data
2013 · Mourad Lazri, Soltane Ameur, et al. · Applied Water Science · 31
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Convective rainfall estimation from MSG/SEVIRI data based on different development phase duration of convective systems (growth phase and decay phase)
2014 · Mourad Lazri, Soltane Ameur, et al. · Atmospheric Research · 25
Artificial Intelligence for Satellite Image Processing: Application to Rainfall Estimation
2022 · Fethi Ouallouche, Karim Labadi, et al. · Lecture notes in electrical engineering · 12
Joint Cryptography and Channel-Coding Based on Low-Density Parity-Check Codes and Advanced Encryption Standard for 5G Systems
2021 · Lasseni Coulibaly, Fethi Ouallouche, et al. · International Journal of Electrical and Electronic Engineering & Telecommunications · 10
Rainfall detection over northern Algeria by combining MSG and TRMM data
2014 · Fethi Ouallouche, Soltane Ameur · Applied Water Science · 10
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Quantitative Estimation of Rainfall from Remote Sensing Data Using Machine Learning Regression Models
2023 · Yacine Mohia, Rafik Absi, et al. · Hydrology · 7
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Enhancement of ANN performance for remote sensing rainfall estimate in northern Algeria using ensemble learning methods
2024 · Youcef Attaf, Mourad Lazri, et al. · Journal of Earth System Science · 4
Classification of Precipitation Intensities from Remote Sensing Data Based on Artificial Intelligence Using RF Multi-learning
2023 · Yacine Mohia, Fethi Ouallouche, et al. · Journal of the Indian Society of Remote Sensing · 4
Optimization of Rainfall Intensities Classification Based on Artificial Intelligence Using Recurrent Neural Network
2022 · Mourad Lazri, Karim Labadi, et al. · Lecture notes in electrical engineering · 4
Extreme Learning Machine versus Multilayer perceptron for rainfall estimation from MSG Data
2022 · Mourad Lazri, Fethi Ouallouche, et al. · E3S Web of Conferences · 4
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Hybrid RF–ConvLSTM Approach for Rainfall Estimation from MSG Data over Northern Algeria
2026 · Fethi Ouallouche, Mourad Lazri, et al. · Atmosphere · 3
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A Semi-Supervised SVM-Firefly Hybrid for Rainfall Estimation from MSG Data
2026 · Ouiza Boukendour, Mourad Lazri, et al. · Atmosphere · 3
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Image Segmentation Method for Identifying Convective and Stratiform Rain using MSG SEVIRI Data
2014 · Mounir Sehad, Mourad Lazri, et al. · International Journal of Image Graphics and Signal Processing · 1
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Infrared and Microwave Image Fusion for Rainfall Detection over Northern Algeria
2014 · Fethi Ouallouche, Mourad Lazri, et al. · International Journal of Image Graphics and Signal Processing · 1
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Behavior analysis of convective and stratiform rain using Markovian approach over Mediterranean region from meteorological radar data
2012 · M. Lazri, S. Hameg, et al. · 1
Improving Instantaneous Rainfall Estimation from MSG Imagery with a Soft-Weighted Dual U-Net–XGBoost Strategy
2026 · Mounir Sehad, Yacine Mohia, et al. · Journal of Imaging
A Hybrid ConvNeXt, Dual-Transformer, and U-Net Architecture for Direct Satellite-Based Precipitation Estimation from MSG/SEVIRI
2026 · Mounir Sehad, Yacine Mohia, et al. · Geomatics
Combination of Bagging and Neural Network for Improving Precipitation Estimates Using Remote Sensing Data
2024 · Mourad Lazri, Youcef Attaf, et al. · Springer eBooks
Combination of Bagging and Neural Network for Improving Precipitation Estimates Using Remote Sensing Data
2024 · Mourad Lazri, Youcef Attaf, et al. · Springer eBooks
Estimation des précipitations par fusion de données de télédétection
2014 · Fethi Ouallouche
Works count: 23
Citation count: 267
H-index: 8
I10-index: 8
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