| 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 |
| Combination of support vector machine, artificial neural network and random forest for improving the classification of convective and stratiform rain using spectral features of … M Lazri, S Ameur Atmospheric research 203, 118-129, 2018 | 53 | 2018 |
| Novel SVM-based technique to improve rainfall estimation over the Mediterranean region (north of Algeria) using the multispectral MSG SEVIRI imagery M Sehad, M Lazri, S Ameur Advances in Space Research 59 (5), 1381-1394, 2017 | 50 | 2017 |
| Improving satellite rainfall estimation from MSG data in Northern Algeria by using a multi-classifier model based on machine learning M Lazri, K Labadi, JM Brucker, S Ameur Journal of Hydrology 584, 124705, 2020 | 48 | 2020 |
| Instantaneous rainfall estimation using neural network from multispectral observations of SEVIRI radiometer and its application in estimation of daily and monthly rainfall M Lazri, S Ameur, Y Mohia Advances in Space Research 53 (1), 138-155, 2014 | 47 | 2014 |
| Rainfall estimation over a Mediterranean region using a method based on various spectral parameters of SEVIRI-MSG M Lazri, Z Ameur, S Ameur, Y Mohia, JM Brucker, J Testud Advances in space research 52 (8), 1450-1466, 2013 | 40 | 2013 |
| 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 |
| Analysis of drought areas in northern Algeria using Markov chains M Lazri, S Ameur, JM Brucker, M Lahdir, M Sehad Journal of Earth System Science 124, 61-70, 2015 | 38 | 2015 |
| 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 | 24 | 2023 |
| Using naive Bayes classifier for classification of convective rainfall intensities based on spectral characteristics retrieved from SEVIRI S Hameg, M Lazri, S Ameur Journal of Earth System Science 125, 945-955, 2016 | 22 | 2016 |
| Analyse de données de précipitations par approche markovienne M Lazri, S Ameur, B Haddad LARHYSS Journal P-ISSN 1112-3680/E-ISSN 2521-9782, 2007 | 22 | 2007 |
| 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 |
| A satellite rainfall retrieval technique over northern Algeria based on the probability of rainfall intensities classification from MSG-SEVIRI M Lazri, S Ameur Journal of Atmospheric and Solar-Terrestrial Physics 147, 106-120, 2016 | 16 | 2016 |
| Novel WkNN-based technique to improve instantaneous rainfall estimation over the north of Algeria using the multispectral MSG SEVIRI imagery N Bensafi, M Lazri, S Ameur Journal of Atmospheric and Solar-Terrestrial Physics 183, 110-119, 2019 | 15 | 2019 |
| Modelling and performance analysis of electric car-sharing systems using Petri nets A Hamroun, K Labadi, M Lazri E3S Web of Conferences 170, 03001, 2020 | 12 | 2020 |
| 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 |
| Development of a hybrid classification technique based on deep learning applied to MSG/SEVIRI multispectral data S Oukali, M Lazri, K Labadi, JM Brucker, S Ameur Journal of Atmospheric and Solar-Terrestrial Physics 193, 105062, 2019 | 9 | 2019 |
| Using cloud water path and cloud top temperature for estimating convective and stratiform rainfall from SEVIRI daytime data M Lazri, S Ameur Arabian Journal of Geosciences 9 (11), 577, 2016 | 8 | 2016 |
| Combination of spectral and textural features in the MSG satellite remote sensing images for classifying rainy area into Different classes Y Mohia, S Ameur, M Lazri, JM Brucker Journal of the Indian Society of Remote Sensing 45 (5), 759-771, 2017 | 7 | 2017 |
