Mariana A. Souza | DeepAI

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Featured Co-authors

Robert Sabourin
42 publications
Rafael M. O. Cruz
25 publications
George D. C. Cavalcanti
22 publications

research

∙ 06/16/2022

Local overlap reduction procedure for dynamic ensemble selection

Class imbalance is a characteristic known for making learning more chall...

0 Mariana A. Souza, et al. ∙

research

∙ 04/01/2020

Multi-label learning for dynamic model type recommendation

Dynamic selection techniques aim at selecting the local experts around e...

0 Mariana A. Souza, et al. ∙

research

∙ 11/22/2018

ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning

Class-imbalance refers to classification problems in which many more ins...

0 Rafael M. O. Cruz, et al. ∙

research

∙ 09/05/2018

Online local pool generation for dynamic classifier selection: an extended version

Dynamic Classifier Selection (DCS) techniques have difficulty in selecti...

0 Mariana A. Souza, et al. ∙