Robert Sabourin
Affiliations: | Ecole de Technologie Superieure (Canada) |
Area:
Computer ScienceGoogle:
"Robert Sabourin"Children
Sign in to add trainee| Alessandro L. Koerich | grad student | 2002 | Ecole de Technologie Superieure (Canada) |
| Frederic Grandidier | grad student | 2003 | Ecole de Technologie Superieure (Canada) |
| Marisa E. Morita | grad student | 2003 | Ecole de Technologie Superieure (Canada) |
| Luiz E. Oliveira | grad student | 2003 | Ecole de Technologie Superieure (Canada) |
| Luana Bezerra Batista | grad student | 2011 | Ecole de Technologie Superieure (Canada) |
| Paulo R. Cavalin | grad student | 2011 | Ecole de Technologie Superieure (Canada) |
| Wael Khreich | grad student | 2011 | Ecole de Technologie Superieure (Canada) |
| Jean-Francois Connolly | grad student | 2012 | Ecole de Technologie Superieure (Canada) |
| Bassem S. Guendy | grad student | 2013 | Ecole de Technologie Superieure (Canada) |
| Eduardo Vellasques | grad student | 2013 | Ecole de Technologie Superieure (Canada) |
| George S. Ekladious | grad student | 2014 | Ecole de Technologie Superieure (Canada) |
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Publications
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| Zyblewski P, Sabourin R, Woźniak M. (2021) Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams Information Fusion. 66: 138-154 |
| Hafemann LG, Sabourin R, Oliveira LS. (2020) Meta-Learning for Fast Classifier Adaptation to New Users of Signature Verification Systems Ieee Transactions On Information Forensics and Security. 15: 1735-1745 |
| Souza VL, Oliveira AL, Cruz RM, et al. (2020) A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification Expert Systems With Applications. 154: 113397 |
| Cruz RMO, Souza MA, Sabourin R, et al. (2019) Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning International Journal of Pattern Recognition and Artificial Intelligence. 33: 1940009 |
| Hafemann LG, Sabourin R, Oliveira LS. (2019) Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification Ieee Transactions On Information Forensics and Security. 14: 2153-2166 |
| Cao H, Bernard S, Sabourin R, et al. (2019) Random forest dissimilarity based multi-view learning for Radiomics application Pattern Recognition. 88: 185-197 |
| Souza MA, Cavalcanti GD, Cruz RM, et al. (2019) Online local pool generation for dynamic classifier selection Pattern Recognition. 85: 132-148 |
| Cruz RM, Oliveira DV, Cavalcanti GD, et al. (2019) FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection Pattern Recognition. 85: 149-160 |
| Hochuli A, Oliveira L, Britto Jr A, et al. (2018) Handwritten digit segmentation: Is it still necessary? Pattern Recognition. 78: 1-11 |
| Brun AL, Britto AS, Oliveira LS, et al. (2018) A framework for dynamic classifier selection oriented by the classification problem difficulty Pattern Recognition. 76: 175-190 |