| On multi-class classification through the minimization of the confusion matrix norm S Koço, C Capponi Asian Conference on Machine Learning, 277-292, 2013 | 39 | 2013 |
| A boosting approach to multiview classification with cooperation S Koço, C Capponi Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011 | 36 | 2011 |
| PAC-Bayesian generalization bound on confusion matrix for multi-class classification E Morvant, S Koço, L Ralaivola arXiv preprint arXiv:1202.6228, 2012 | 35 | 2012 |
| Applying multiview learning algorithms to human-human conversation classification. S Koço, C Capponi, F Béchet INTERSPEECH, 2322-2325, 2012 | 16 | 2012 |
| The multi-task learning view of multimodal data H Kadri, S Ayache, C Capponi, S Koço, FX Dupé, E Morvant Asian Conference on Machine Learning, 261-276, 2013 | 15 | 2013 |
| Greedy methods, randomization approaches, and multiarm bandit algorithms for efficient sparsity-constrained optimization A Rakotomamonjy, S Koço, L Ralaivola IEEE transactions on neural networks and learning systems 28 (11), 2789-2802, 2016 | 11 | 2016 |
| Pruning random forest with orthogonal matching trees L Giffon, C Lamothe, L Bouscarrat, P Milanesi, F Cherfaoui, S Koço https://cap-rfiap2020. sciencesconf. org/, 2020 | 8 | 2020 |
| Integrating and reporting full multi-view supervised learning experiments using SuMMIT B Bauvin, J Corbeil, D Benielli, S Koço, C Capponi Fourth International Workshop on Learning with Imbalanced Domains: Theory …, 2022 | 4 | 2022 |
| Toolbox for Multimodal Learn (scikit-multimodallearn) D Benielli, B Bauvin, S Koço, R Huusari, C Capponi, H Kadri, F Laviolette Journal of Machine Learning Research 23 (51), 1-7, 2022 | 4 | 2022 |
| Tackling the uneven views problem with cooperation based ensemble learning methods S Koço Ph. D. dissertation, Aix-Marseille, 2013 | 3 | 2013 |
| Learning from Imbalanced Datasets with Cross-View Cooperation-Based Ensemble Methods C Capponi, S Koço Linking and Mining Heterogeneous and Multi-view Data, 161-182, 2019 | 2 | 2019 |
| More efficient sparsity-inducing algorithms using inexact gradient A Rakotomamonjy, S Koço, L Ralaivola 2015 23rd European Signal Processing Conference (EUSIPCO), 709-713, 2015 | 1 | 2015 |
| Sample Boosting Algorithm (SamBA)-An interpretable greedy ensemble classifier based on local expertise for fat data B Bauvin, C Capponi, F Clerc, P Germain, S Koço, J Corbeil Uncertainty in Artificial Intelligence, 130-140, 2023 | | 2023 |
| Multi-view Artificial Generation Engine: MAGE--Controlled data generator for multi-view learning B Bauvin, S Koço, D Benielli, C Capponi, F Laviolette CAp 2021-Conférence sur l'Aprentissage Auomatique, 2021 | | 2021 |
| Méthodes Ensembliste Pour Des Problèmes de Classification Multi-vues Et Multi-classes Avec Déséquilibres S Koco | | 2013 |
| Sample Boosting Algorithm (SamBA)-An Interpretable Greedy Ensemble Classifier Based On Local Expertise For Fat Data (Supplementary Material) B Bauvin, C Capponi, F Clerc, P Germain, S Koço, J Corbeil | | |
