Antônio P. Braga

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Affinity Matrix

Feature Selection

Radial Basis Function

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Neural Networks Learn. 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)
Gustavo V. Maia, Thiago M. Coutinho, Eduardo B. Gonçalves, Gustavo Rodrigues Lacerda Silva, Eduardo M. A. M. Mendes, Marcelo M. A. M. Mendes, Sandro R. Caetano, Gustavo M. Mitt, Antônio P. Braga
One Class Density Estimation Approach for Fault Detection and Rootcause Analysis in Computer Networks. J. Netw. Syst. Manag. 30 (4) (2022)
Luiz C. B. Torres, Cristiano Leite Castro, Honovan P. Rocha, Gustavo Matheus de Almeida, Antônio P. Braga
Multi-objective neural network model selection with a graph-based large margin approach. Inf. Sci. 599 (2022)
Wagner J. Alvarenga, Felipe V. Campos, Alexsander C. A. A. Costa, Turíbio Tanus Salis, Eduardo Magalhães, Luiz C. B. Torres, Antônio P. Braga
Time domain graph-based anomaly detection approach applied to a real industrial problem. Comput. Ind. 142 (2022)
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)
Wagner J. Alvarenga, Felipe V. Campos, Vítor M. Hanriot, Eduardo B. Gonçalves, Alexsander C. A. A. Costa, Lourenço R. G. Araújo, Eduardo Magalhães, Antônio P. Braga
Online learning of neural networks using random projections and sliding window: A case study of a real industrial process. Eng. Appl. Artif. Intell. 100 (2021)
Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
Neural Networks Multiobjective Learning With Spherical Representation of Weights. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Frederico Coelho, Marcelo Costa, Michel Verleysen, Antônio P. Braga
LASSO multi-objective learning algorithm for feature selection. Soft Comput. 24 (17) (2020)
Carla Caldeira Takahashi, Antônio P. Braga
A Review of Off-Line Mode Dataset Shifts. IEEE Comput. Intell. Mag. 15 (3) (2020)
Gustavo Rodrigues Lacerda Silva, Paulo Carvalho, Luiz C. B. Torres, Antônio P. Braga
A fuzzy data reduction cluster method based on boundary information for large datasets. Neural Comput. Appl. 32 (24) (2020)
Vitor A. M. F. Torres, Brayan Rene Acevedo Jaimes, Eduardo S. Ribeiro, Mateus T. Braga, Elcio H. Shiguemori, Haroldo F. de Campos Velho, Luiz C. B. Torres, Antônio P. Braga
Combined weightless neural network FPGA architecture for deforestation surveillance and visual navigation of UAVs. Eng. Appl. Artif. Intell. 87 (2020)
Vinícius R. Carvalho, Márcio Flávio Dutra Moraes, Antônio P. Braga, Eduardo M. A. M. Mendes
Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification. Biomed. Signal Process. Control. 62 (2020)
Carla Caldeira Takahashi, Luiz C. B. Torres, Antônio P. Braga
Gabriel Graph Transductive Approach to Dataset Shift. CoDIT (2019)
Murilo V. F. Menezes, Luiz C. B. Torres, Antônio P. Braga
Width optimization of RBF kernels for binary classification of support vector machines: A density estimation-based approach. Pattern Recognit. Lett. 128 (2019)
Lourenço R. G. Araújo, Luiz C. B. Torres, Leonardo José Silvestre, Carla Caldeira Takahashi, Antônio P. Braga
Regularization of Extreme Learning Machines with information of spatial relations of the projected data. CoDIT (2019)
Murilo V. F. Menezes, Luiz C. B. Torres, Antônio P. Braga
Learning Regularization Parameters of Radial Basis Functions in Embedded Likelihoods Space. EPIA (2) (2019)
Frederico Coelho, Cristiano Leite Castro, Antônio P. Braga, Michel Verleysen
Semi-supervised relevance index for feature selection. Neural Comput. Appl. 31 (S-2) (2019)
Eduardo S. Ribeiro, Vitor A. M. F. Torres, Brayan James, Mateus T. Braga, Elcio H. Shiguemori, Haroldo F. de Campos Velho, Luiz C. B. Torres, Antônio P. Braga
Weightless neural systems for deforestation surveillance and image-based navigation of UAVs in the Amazon forest. ESANN (2019)
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 (2017)
R. N. Lima, Gustavo Matheus de Almeida, Antônio P. Braga, Marcelo Cardoso
incorporation in cement clinker. Eng. Appl. Artif. Intell. 54 (2016)
Luiz C. B. Torres, Cristiano Leite Castro, Antônio P. Braga
A parameterless mixture model for large margin classification. IJCNN (2015)
Luiz C. B. Torres, Cristiano Leite Castro, Antônio P. Braga
Gabriel Graph for Dataset Structure and Large Margin Classification: A Bayesian Approach. ESANN (2015)
Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
Training Multi-Layer Perceptron with Multi-Objective Optimization and Spherical Weights Representation. ESANN (2015)
David Pinto, André P. Lemos, Antônio P. Braga
An affinity matrix approach for structure selection of extreme learning machines. ESANN (2015)
Luiz C. B. Torres, André P. Lemos, Cristiano Leite Castro, Antônio P. Braga
A Geometrical Approach for Parameter Selection of Radial Basis Functions Networks. ICANN (2014)