Frederico Coelho

15 papers B 1C 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Random projection large margin algorithm for binary classification problems.
Appl. Soft Comput.
Vítor Gabriel Reis Caitité, Raul Fonseca Neto, Frederico Coelho, Antônio de Pádua Braga
2025 J jnl
Large margin classifier with graph-based adaptive regularization.
Pattern Recognit. Lett.
Vítor M. Hanriot, Turíbio Tanus Salis, Luiz C. B. Torres, Frederico Coelho, Antônio P. Braga
2024 — conf
Classificação de Notícias em Português Utilizando Modelos Baseados em Transferência de Aprendizagem e Transformers.
STIL
Wagner Narde, João Mendanha, Henrique Barbosa, Frederico Coelho, Bruno P. Santos, Luiz C. B. Torres
2024 J jnl
Improved Design for Hardware Implementation of Graph-Based Large Margin Classifiers for Embedded Edge Computing.
IEEE Trans. Neural Networks Learn. Syst.
Janier Arias-Garcia, Alan Cândido de Souza, Liliane Gade, Jones Yudi Mori, Frederico Coelho, Cristiano Leite Castro, Luiz C. B. Torres, Antônio P. Braga
2023 J jnl
RBF Neural Networks Design with Graph Based Structural Information from Dominating Sets.
Neural Process. Lett.
Marcelo Queiroz, Frederico Coelho, Luiz C. B. Torres, Felipe V. Campos, Gabriel Lara, Wagner J. Alvarenga, Antônio de Pádua Braga
2021 J jnl
Enhancing Performance of Gabriel Graph-Based Classifiers by a Hardware Co-Processor for Embedded System Applications.
IEEE Trans. Ind. Informatics
Janier Arias-Garcia, Augusto Mafra, Liliane Gade, Frederico Coelho, Cristiano Leite Castro, Luiz C. B. Torres, Antônio de Pádua Braga
2021 J jnl
Large Margin Gaussian Mixture Classifier With a Gabriel Graph Geometric Representation of Data Set Structure.
IEEE Trans. Neural Networks Learn. Syst.
Luiz C. B. Torres, Cristiano Leite Castro, Frederico Coelho, Antônio P. Braga
2020 J jnl
LASSO multi-objective learning algorithm for feature selection.
Soft Comput.
Frederico Coelho, Marcelo Costa, Michel Verleysen, Antônio P. Braga
2019 J jnl
Semi-supervised relevance index for feature selection.
Neural Comput. Appl.
Frederico Coelho, Cristiano Leite Castro, Antônio P. Braga, Michel Verleysen
2018 — conf
A Proactive Restoration Strategy for Optical Cloud Networks Based on Failure Predictions.
ICTON
Carlos Natalino, Frederico Coelho, Gustavo Lacerda, Antônio P. Braga, Lena Wosinska, Paolo Monti
2016 J jnl
A Mutual Information estimator for continuous and discrete variables applied to Feature Selection and Classification problems.
Int. J. Comput. Intell. Syst.
Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen
2012 B conf
Cluster homogeneity as a semi-supervised principle for feature selection using mutual information.
ESANN
Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen
2012 J jnl
Compilation et optimisation statique des communications hôte-accélérateur.
Tech. Sci. Informatiques
Mehdi Amini, François Irigoin, Frederico Coelho, Ronan Keryell
2011 J jnl
Semi-supervised model applied to the prediction of the response to preoperative chemotherapy for breast cancer.
Soft Comput.
Frederico Coelho, Antônio de Pádua Braga, René Natowicz, Roman Rouzier
2010 C conf
Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient.
CIARP
Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen