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Sokol Koço
Sokol Koço
Verified email at emse.fr
Title
Cited by
Cited by
Year
On multi-class classification through the minimization of the confusion matrix norm
S Koço, C Capponi
Asian Conference on Machine Learning, 277-292, 2013
392013
A boosting approach to multiview classification with cooperation
S Koço, C Capponi
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
362011
PAC-Bayesian generalization bound on confusion matrix for multi-class classification
E Morvant, S Koço, L Ralaivola
arXiv preprint arXiv:1202.6228, 2012
352012
Applying multiview learning algorithms to human-human conversation classification.
S Koço, C Capponi, F Béchet
INTERSPEECH, 2322-2325, 2012
162012
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
152013
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
112016
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
82020
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
42022
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
42022
Tackling the uneven views problem with cooperation based ensemble learning methods
S Koço
Ph. D. dissertation, Aix-Marseille, 2013
32013
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
22019
More efficient sparsity-inducing algorithms using inexact gradient
A Rakotomamonjy, S Koço, L Ralaivola
2015 23rd European Signal Processing Conference (EUSIPCO), 709-713, 2015
12015
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
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