Robert Sabourin - Publications, H-index & Citations

A scalable dynamic ensemble selection using fuzzy hyperboxes 使用模糊超框的可扩展动态集成选择

IF15.5

2024-03-01

PREAI

Souza, Mariana A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.

A multi-task approach for contrastive learning of handwritten signature feature representations

IF15.5

2024-02-01

PREAI

Davtalab, Reza; Cruz, Rafael M. O.; Sabourin, Robert

OLP plus plus : An online local classifier for high dimensional data

IF7.5

2023-05-01

PREAI

Viana, Talles B.; Souza, Victor L. F.; Oliveira, Adriano L. I.; Cruz, Rafael M. O.; Sabourin, Robert

Exploring diversity in data complexity and classifier decision spaces for pool generation

IF15.5

2023-02-01

PREAI

Souza, Mariana A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.

An investigation into the effects of label noise on Dynamic Selection algorithms

IF15.5

2023-01-01

OAAI

Monteiro Jr, Marcos; Britto Jr, Alceu S.; Barddal, Jean P.; Oliveira, Luiz S.; Sabourin, Robert

A comprehensive comparison of end-to-end approaches for handwritten digit string recognition 手写数字串识别的端到端方法的综合比较

IF15.5

2022-04-01

OAAI

Walmsley, Felipe N.; Cavalcanti, George D. C.; Sabourin, Robert; Cruz, Rafael M. O.

Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams

IF7.5

2021-03-01

OAAI

Hochuli, Andre G.; Britto Jr, Alceu S.; Saji, David A.; Saavedra, Jose M.; Sabourin, Robert; Oliveira, Luiz S.

Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation

IF15.5

2021-02-01

PREAI

Zyblewski, Pawel; Sabourin, Robert; Wozniak, Michal

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2021-01-01

OAAI

Maruyama, Teruo M.; Oliveira, Luiz S.; Britto, Alceu S., Jr.; Sabourin, Robert

A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification

Meta-Learning for Fast Classifier Adaptation to New Users of Signature Verification Systems

IF7.5

2020-09-01

OAAI

Souza, Victor L. F.; Oliveira, Adriano L., I; Cruz, Rafael M. O.; Sabourin, Robert

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2020-01-01

OAAI

Hafemann, Luiz G.; Sabourin, Robert; Oliveira, Luiz S.

Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2019-08-01

OAAI

Hafemann, Luiz G.; Sabourin, Robert; Oliveira, Luiz S.

Random forest dissimilarity based multi-view learning for Radiomics application

Online local pool generation for dynamic classifier selection

IF7.6

2019-04-01

PREAI

Cao, Hongliu; Bernard, Simon; Sabourin, Robert; Heutte, Laurent

FIRE-DES plus plus : Enhanced online pruning of base classifiers for dynamic ensemble selection FIRE-DES plus plus: 用于动态集成选择的基础分类器的增强在线修剪

IF7.6

2019-01-01

PREAI

Souza, Mariana A.; Cavalcanti, George D. C.; Cruz, Rafael M. O.; Sabourin, Robert

Adapting dynamic classifier selection for concept drift

IF7.6

2019-01-01

OAAI

Cruz, Rafael M. O.; Oliveira, Dayvid V. R.; Cavalcanti, George D. C.; Sabourin, Robert

Handwritten digit segmentation: Is it still necessary?

IF7.5

2018-08-01

PREAI

Almeida, Paulo R. L.; Oliveira, Luiz S.; Britto, Alceu S., Jr.; Sabourin, Robert

Dynamic classifier selection: Recent advances and perspectives 动态分类器选择: 最新进展与展望

IF7.6

2018-06-01

PREAI

Hochuli, A. G.; Oliveira, L. S.; Britto, A. S., Jr.; Sabourin, R.