| Classification of hyperspectral remote sensing images with support vector machines F Melgani, L Bruzzone IEEE Transactions on geoscience and remote sensing 42 (8), 1778-1790, 2004 | 4856 | 2004 |
| An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images Y Bazi, L Bruzzone, F Melgani IEEE Transactions on Geoscience and Remote Sensing 43 (4), 874-887, 2005 | 880 | 2005 |
| Deep learning approach for active classification of electrocardiogram signals MM Al Rahhal, Y Bazi, H AlHichri, N Alajlan, F Melgani, RR Yager Information sciences 345, 340-354, 2016 | 734 | 2016 |
| Classification of electrocardiogram signals with support vector machines and particle swarm optimization F Melgani, Y Bazi IEEE transactions on information technology in biomedicine 12 (5), 667-677, 2008 | 637 | 2008 |
| Toward an optimal SVM classification system for hyperspectral remote sensing images Y Bazi, F Melgani IEEE Transactions on geoscience and remote sensing 44 (11), 3374-3385, 2006 | 582 | 2006 |
| Nearest neighbor classification of remote sensing images with the maximal margin principle E Blanzieri, F Melgani IEEE Transactions on geoscience and remote sensing 46 (6), 1804-1811, 2008 | 349 | 2008 |
| Image thresholding based on the EM algorithm and the generalized Gaussian distribution Y Bazi, L Bruzzone, F Melgani Pattern Recognition 40 (2), 619-634, 2007 | 330 | 2007 |
| Automatic analysis of GPR images: A pattern-recognition approach E Pasolli, F Melgani, M Donelli IEEE Transactions on Geoscience and Remote Sensing 47 (7), 2206-2217, 2009 | 315 | 2009 |
| A convolutional neural network approach for assisting avalanche search and rescue operations with UAV imagery MB Bejiga, A Zeggada, A Nouffidj, F Melgani Remote Sensing 9 (2), 100, 2017 | 286 | 2017 |
| Automatic car counting method for unmanned aerial vehicle images T Moranduzzo, F Melgani IEEE Transactions on Geoscience and remote sensing 52 (3), 1635-1647, 2013 | 258 | 2013 |
| A comprehensive review of hybrid models for solar radiation forecasting M Guermoui, F Melgani, K Gairaa, ML Mekhalfi Journal of Cleaner Production 258, 120357, 2020 | 249 | 2020 |
| One‐dimensional convolutional neural networks for spectroscopic signal regression S Malek, F Melgani, Y Bazi Journal of Chemometrics 32 (5), e2977, 2018 | 247 | 2018 |
| A wavelet optimization approach for ECG signal classification A Daamouche, L Hamami, N Alajlan, F Melgani Biomedical Signal Processing and Control 7 (4), 342-349, 2012 | 222 | 2012 |
| Detecting cars in UAV images with a catalog-based approach T Moranduzzo, F Melgani IEEE Transactions on Geoscience and remote sensing 52 (10), 6356-6367, 2014 | 221 | 2014 |
| Robust support vector regression for biophysical variable estimation from remotely sensed images G Camps-Valls, L Bruzzone, JL Rojo-Alvarez, F Melgani IEEE Geoscience and remote sensing letters 3 (3), 339-343, 2006 | 221 | 2006 |
| Computer vision-based phenotyping for improvement of plant productivity: a machine learning perspective K Mochida, S Koda, K Inoue, T Hirayama, S Tanaka, R Nishii, F Melgani GigaScience 8 (1), giy153, 2019 | 206 | 2019 |
| SVM active learning approach for image classification using spatial information E Pasolli, F Melgani, D Tuia, F Pacifici, WJ Emery IEEE Transactions on Geoscience and Remote Sensing 52 (4), 2217-2233, 2013 | 194 | 2013 |
| A Markov random field approach to spatio-temporal contextual image classification F Melgani, SB Serpico IEEE Transactions on Geoscience and Remote Sensing 41 (11), 2478-2487, 2003 | 193 | 2003 |
| Unsupervised change detection in multispectral remotely sensed imagery with level set methods Y Bazi, F Melgani, HD Al-Sharari IEEE Transactions on Geoscience and Remote Sensing 48 (8), 3178-3187, 2010 | 192 | 2010 |
| Clustering of hyperspectral images based on multiobjective particle swarm optimization A Paoli, F Melgani, E Pasolli IEEE transactions on geoscience and remote sensing 47 (12), 4175-4188, 2009 | 190 | 2009 |
