Frederico Coelho

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 8

Top Topics

Feature Selection

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Int. J. Comput. Intell. Syst.

Publications

Janier Arias-Garcia, Alan Cândido de Souza, Liliane Gade, Jones Yudi Mori, Frederico Coelho, Cristiano Leite Castro, Luiz C. B. Torres, Antônio P. Braga
Improved Design for Hardware Implementation of Graph-Based Large Margin Classifiers for Embedded Edge Computing. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Marcelo Queiroz, Frederico Coelho, Luiz C. B. Torres, Felipe V. Campos, Gabriel Lara, Wagner J. Alvarenga, Antônio de Pádua Braga
RBF Neural Networks Design with Graph Based Structural Information from Dominating Sets. Neural Process. Lett. 55 (4) (2023)
Janier Arias-Garcia, Augusto Mafra, Liliane Gade, Frederico Coelho, Cristiano Leite Castro, Luiz C. B. Torres, Antônio de Pádua Braga
Enhancing Performance of Gabriel Graph-Based Classifiers by a Hardware Co-Processor for Embedded System Applications. IEEE Trans. Ind. Informatics 17 (2) (2021)
Luiz C. B. Torres, Cristiano Leite Castro, Frederico Coelho, Antônio P. Braga
Large Margin Gaussian Mixture Classifier With a Gabriel Graph Geometric Representation of Data Set Structure. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Frederico Coelho, Marcelo Costa, Michel Verleysen, Antônio P. Braga
LASSO multi-objective learning algorithm for feature selection. Soft Comput. 24 (17) (2020)
Frederico Coelho, Cristiano Leite Castro, Antônio P. Braga, Michel Verleysen
Semi-supervised relevance index for feature selection. Neural Comput. Appl. 31 (S-2) (2019)
Carlos Natalino, Frederico Coelho, Gustavo Lacerda, Antonio Braga, Lena Wosinska, Paolo Monti
A Proactive Restoration Strategy for Optical Cloud Networks Based on Failure Predictions. ICTON (2018)
Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen
A Mutual Information estimator for continuous and discrete variables applied to Feature Selection and Classification problems. Int. J. Comput. Intell. Syst. 9 (4) (2016)
Mehdi Amini, François Irigoin, Frederico Coelho, Ronan Keryell
Compilation et optimisation statique des communications hôte-accélérateur. Tech. Sci. Informatiques 31 (8-10) (2012)
Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen
Cluster homogeneity as a semi-supervised principle for feature selection using mutual information. ESANN (2012)
Frederico Coelho, Antônio de Pádua Braga, René Natowicz, Roman Rouzier
Semi-supervised model applied to the prediction of the response to preoperative chemotherapy for breast cancer. Soft Comput. 15 (6) (2011)
Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen
Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient. CIARP (2010)