| Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests L Guo, N Chehata, C Mallet, S Boukir ISPRS Journal of Photogrammetry and Remote Sensing 66 (1), 56-66, 2011 | 531 | 2011 |
| Airborne lidar feature selection for urban classification using random forests N Chehata, L Guo, C Mallet International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2009 | 407 | 2009 |
| Margin-based ordered aggregation for ensemble pruning L Guo, S Boukir Pattern Recognition Letters 34 (6), 603-609, 2013 | 99 | 2013 |
| Fast data selection for SVM training using ensemble margin L Guo, S Boukir Pattern Recognition Letters 51, 112-119, 2015 | 54 | 2015 |
| Support Vectors selection for supervised learning using an ensemble approach L Guo, S Boukir, N Chehata Pattern Recognition (ICPR), 2010 20th International Conference on, 37-40, 2010 | 28 | 2010 |
| Contribution of airborne full-waveform lidar and image data for urban scene classification N Chehata, L Guo, C Mallet Image Processing (ICIP), 2009 16th IEEE International Conference on, 1669-1672, 2009 | 23 | 2009 |
| Ensemble margin framework for image classification L Guo, S Boukir Image Processing (ICIP), 2014 IEEE International Conference on, 4231-4235, 2014 | 18 | 2014 |
| Building a robust mobile payment fraud detection system with adversarial examples S Delecourt, L Guo 2019 IEEE Second International Conference on Artificial Intelligence and …, 2019 | 16 | 2019 |
| Building bagging on critical instances L Guo, S Boukir, A Aussem Expert Systems 37 (2), e12486, 2020 | 9 | 2020 |
| Classification of remote sensing data using margin-based ensemble methods S Boukir, L Guo, N Chehata Image Processing (ICIP), 2013 20th IEEE International Conference on, 2602-2606, 2013 | 9 | 2013 |
| Building an ensemble classifier using ensemble margin. Application to image classification L Quo, S Boukir 2017 IEEE International Conference on Image Processing (ICIP), 4492-4496, 2017 | 8 | 2017 |
| A two-pass random forests classification of airborne lidar and image data on urban scenes L Guo, N Chehata, S Boukir Image Processing (ICIP), 2010 17th IEEE International Conference on, 1369-1372, 2010 | 7 | 2010 |
| Identification and correction of mislabeled training data for land cover classification based on ensemble margin W Feng, S Boukir, L Guo Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International …, 2015 | 6 | 2015 |
| texture-based forest cover classification using random forests and ensemble margin S Boukir, O Regniers, L Guo, L Bombrun, C Germain IEEE International Geoscience and Remote Sensing Symposium 2015, 3072-3075, 2015 | 4 | 2015 |
| Improving Remote Sensing Multiple Classification by Data and Ensemble Selection S Boukir, L Guo, N Chehata Photogrammetric Engineering & Remote Sensing 87 (11), 841-852, 2021 | 2 | 2021 |
| Une nouvelle méthode d'élagage d'ensemble de classifieurs basée sur le concept de marge LI GUO, S BOUKIR TS. Traitement du signal 27 (6), 491-514, 2010 | 1* | 2010 |
| Do mobile behavioural solutions really work? W Elloumi, L Guo Biometric Technology Today 2021 (2), 7-9, 2021 | | 2021 |
| Classifieurs Multiples Intégarnt la Marge D'ensemble. Application Aux Données de Télédétection: Rgin Framework for Ensemble Classifiers. Application to Remote Sensing Data L Guo | | 2011 |
