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R

Robert Sabourin

university of quebec

55H-index
463Paper Count
1.2WCitation Count
Published Papers 68
Publication Date
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A dynamic multiple classifier system using graph neural network for high dimensional overlapped data
errINFORMATION FUSION
IF15.5
err2024-03-01
err4
PREAI
errSouza, Mariana A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.
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errSave
A scalable dynamic ensemble selection using fuzzy hyperboxes
errINFORMATION FUSION
IF15.5
err2024-02-01
err2
PREAI
errDavtalab, Reza; Cruz, Rafael M. O.; Sabourin, Robert
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errSave
A multi-task approach for contrastive learning of handwritten signature feature representations
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-05-01
err8
PREAI
errViana, Talles B.; Souza, Victor L. F.; Oliveira, Adriano L. I.; Cruz, Rafael M. O.; Sabourin, Robert
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errSave
OLP plus plus : An online local classifier for high dimensional data
errINFORMATION FUSION
IF15.5
err2023-02-01
err5
PREAI
errSouza, Mariana A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.
errShare
errSave
Exploring diversity in data complexity and classifier decision spaces for pool generation
errINFORMATION FUSION
IF15.5
err2023-01-01
err2
errOAAI
errMonteiro Jr, Marcos; Britto Jr, Alceu S.; Barddal, Jean P.; Oliveira, Luiz S.; Sabourin, Robert
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errSave
An investigation into the effects of label noise on Dynamic Selection algorithms
errINFORMATION FUSION
IF15.5
err2022-04-01
err2
errOAAI
errWalmsley, Felipe N.; Cavalcanti, George D. C.; Sabourin, Robert; Cruz, Rafael M. O.
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errSave
A comprehensive comparison of end-to-end approaches for handwritten digit string recognition
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-03-01
err9
errOAAI
errHochuli, Andre G.; Britto Jr, Alceu S.; Saji, David A.; Saavedra, Jose M.; Sabourin, Robert; Oliveira, Luiz S.
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errSave
Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams
errINFORMATION FUSION
IF15.5
err2021-02-01
err68
PREAI
errZyblewski, Pawel; Sabourin, Robert; Wozniak, Michal
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errSave
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err22
errOAAI
errMaruyama, Teruo M.; Oliveira, Luiz S.; Britto, Alceu S., Jr.; Sabourin, Robert
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errSave
A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-09-01
err17
errOAAI
errSouza, Victor L. F.; Oliveira, Adriano L., I; Cruz, Rafael M. O.; Sabourin, Robert
errShare
errSave
Meta-Learning for Fast Classifier Adaptation to New Users of Signature Verification Systems
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2020-01-01
err19
errOAAI
errHafemann, Luiz G.; Sabourin, Robert; Oliveira, Luiz S.
errShare
errSave
Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2019-08-01
err30
errOAAI
errHafemann, Luiz G.; Sabourin, Robert; Oliveira, Luiz S.
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errSave
Random forest dissimilarity based multi-view learning for Radiomics application
errPATTERN RECOGNITION
IF7.6
err2019-04-01
err52
PREAI
errCao, Hongliu; Bernard, Simon; Sabourin, Robert; Heutte, Laurent
errShare
errSave
Online local pool generation for dynamic classifier selection
errPATTERN RECOGNITION
IF7.6
err2019-01-01
err17
PREAI
errSouza, Mariana A.; Cavalcanti, George D. C.; Cruz, Rafael M. O.; Sabourin, Robert
errShare
errSave
FIRE-DES plus plus : Enhanced online pruning of base classifiers for dynamic ensemble selection
errPATTERN RECOGNITION
IF7.6
err2019-01-01
err40
errOAAI
errCruz, Rafael M. O.; Oliveira, Dayvid V. R.; Cavalcanti, George D. C.; Sabourin, Robert
errShare
errSave
Adapting dynamic classifier selection for concept drift
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2018-08-01
err64
PREAI
errAlmeida, Paulo R. L.; Oliveira, Luiz S.; Britto, Alceu S., Jr.; Sabourin, Robert
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errSave
Handwritten digit segmentation: Is it still necessary?
errPATTERN RECOGNITION
IF7.6
err2018-06-01
err24
PREAI
errHochuli, A. G.; Oliveira, L. S.; Britto, A. S., Jr.; Sabourin, R.
errShare
errSave
Dynamic classifier selection: Recent advances and perspectives
errINFORMATION FUSION
IF15.5
err2018-05-01
err308
PREAI
errCruz, Rafael M. O.; Sabourin, Robert; Cavalcanti, George D. C.
errShare
errSave
A study on combining dynamic selection and data preprocessing for imbalance learning
errNEUROCOMPUTING
IF6.5
err2018-04-01
err89
PREAI
errRoy, Anandarup; Cruz, Rafael M. O.; Sabourin, Robert; Cavalcanti, George D. C.
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errSave
A framework for dynamic classifier selection oriented by the classification problem difficulty
errPATTERN RECOGNITION
IF7.6
err2018-04-01
err38
PREAI
errBrun, Andre L.; Britto, Alceu S., Jr.; Oliveira, Luiz S.; Enernbreck, Fabricio; Sabourin, Robert
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Fabio Roli
H-index: 69 · Papers: 502
C
Ching Y. Suen
H-index: 63 · Papers: 651
L
Luiz S. Oliveira
H-index: 45 · Papers: 257
É
Éric Granger
H-index: 41 · Papers: 431
M
Michał Woźniak
H-index: 39 · Papers: 459
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