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ORCIDFrederico Gualberto F. Coelho
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Books and Theses
- 2013
[b1]Frederico Gualberto F. Coelho:
Semi-supervised feature selection. Catholic University of Louvain, Louvain-la-Neuve, Belgium, 2013
Journal Articles
- 2024
- [j11]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): 1320-1329 (2024) - 2023
- [j10]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): 4719-4733 (2023) - 2021
- [j9]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): 1186-1196 (2021) - [j8]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): 1400-1406 (2021) - 2020
- [j7]Guilherme Costa Silva, Frederico Gualberto F. Coelho, Adriano Chaves Lisboa, Douglas A. G. Vieira, Rodney R. Saldanha:
Application of meta-heuristic methods to generation expansion planning: advanced formulations and case studies. Artif. Intell. Rev. 53(7): 4737-4776 (2020) - [j6]Frederico Coelho, Marcelo Costa, Michel Verleysen, Antônio P. Braga:
LASSO multi-objective learning algorithm for feature selection. Soft Comput. 24(17): 13209-13217 (2020) - 2019
- [j5]Frederico Coelho, Cristiano Leite Castro, Antônio P. Braga, Michel Verleysen:
Semi-supervised relevance index for feature selection. Neural Comput. Appl. 31(S-2): 989-997 (2019) - 2017
- [j4]Alexandre W. C. Faria, Frederico Gualberto F. Coelho, Alisson Marques da Silva, Honovan P. Rocha, Gustavo Matheus de Almeida, André P. Lemos, Antônio P. Braga:
MILKDE: A new approach for multiple instance learning based on positive instance selection and kernel density estimation. Eng. Appl. Artif. Intell. 59: 196-204 (2017) - 2016
- [j3]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): 726-733 (2016) - 2012
- [j2]Mehdi Amini, François Irigoin, Frederico Coelho, Ronan Keryell:
Compilation et optimisation statique des communications hôte-accélérateur. Tech. Sci. Informatiques 31(8-10): 1205-1232 (2012) - 2011
- [j1]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): 1137-1144 (2011)
Conference and Workshop Papers
- 2018
- [c4]Carlos Natalino, Frederico Coelho, Gustavo Lacerda, Antônio P. Braga, Lena Wosinska, Paolo Monti:
A Proactive Restoration Strategy for Optical Cloud Networks Based on Failure Predictions. ICTON 2018: 1-5 - 2012
- [c3]Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen:
Cluster homogeneity as a semi-supervised principle for feature selection using mutual information. ESANN 2012 - [c2]Sílvia Grasiella Moreira Almeida, Frederico Gualberto F. Coelho, Frederico Gadelha Guimarães, Antônio de Pádua Braga:
A General Approach for Adaptive Kernels in Semi-Supervised Clustering. IDEAL 2012: 508-515 - 2010
- [c1]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: 509-516
Coauthor Index
aka: Antônio P. Braga
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