Antônio P. Braga

31 papers B 5C 3Journal 21Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Deep Reinforcement Learning Approach for Fault Detection in Continuous Chemical Processes. IEEE Access Rodrigo F. Mantovani, Roberto da Costa Quinino, Éder D. Oliveira, Antônio P. Braga, Gustavo Matheus de Almeida
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
2025	J	`jnl`	Multiclass Graph-Based Large Margin Classifiers: Unified Approach for Support Vectors and Neural Networks. CoRR Vítor M. Hanriot, Luiz C. B. Torres, Antônio P. Braga
2025	J	`jnl`	Multiclass Graph-Based Large Margin Classifiers: Unified Approach for Support Vectors and Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Vítor M. Hanriot, Luiz C. B. Torres, Antônio P. Braga
2024	J	`jnl`	Distance-based loss function for deep feature space learning of convolutional neural networks. Comput. Vis. Image Underst. Eduardo S. Ribeiro, Lourenço R. G. Araújo, Gabriel T. L. Chaves, Antônio P. Braga
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
2022	J	`jnl`	Multi-objective neural network model selection with a graph-based large margin approach. Inf. Sci. Luiz C. B. Torres, Cristiano Leite Castro, Honovan P. Rocha, Gustavo Matheus de Almeida, Antônio P. Braga
2022	J	`jnl`	One Class Density Estimation Approach for Fault Detection and Rootcause Analysis in Computer Networks. J. Netw. Syst. Manag. 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
2022	J	`jnl`	Time domain graph-based anomaly detection approach applied to a real industrial problem. Comput. Ind. Wagner J. Alvarenga, Felipe V. Campos, Alexsander C. A. A. Costa, Turíbio Tanus Salis, Eduardo Magalhães, Luiz C. B. Torres, Antônio P. 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
2021	J	`jnl`	Online learning of neural networks using random projections and sliding window: A case study of a real industrial process. Eng. Appl. Artif. Intell. 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
2020	J	`jnl`	A Review of Off-Line Mode Dataset Shifts. IEEE Comput. Intell. Mag. Carla Caldeira Takahashi, Antônio P. Braga
2020	J	`jnl`	A fuzzy data reduction cluster method based on boundary information for large datasets. Neural Comput. Appl. Gustavo Rodrigues Lacerda Silva, Paulo Carvalho, Luiz C. B. Torres, Antônio P. Braga
2020	J	`jnl`	Combined weightless neural network FPGA architecture for deforestation surveillance and visual navigation of UAVs. Eng. Appl. Artif. Intell. 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
2020	J	`jnl`	Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification. Biomed. Signal Process. Control. Vinícius R. Carvalho, Márcio Flávio Dutra Moraes, Antônio P. Braga, Eduardo M. A. M. Mendes
2020	J	`jnl`	LASSO multi-objective learning algorithm for feature selection. Soft Comput. Frederico Coelho, Marcelo Costa, Michel Verleysen, Antônio P. Braga
2020	J	`jnl`	Neural Networks Multiobjective Learning With Spherical Representation of Weights. IEEE Trans. Neural Networks Learn. Syst. Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
2019	C	`conf`	Gabriel Graph Transductive Approach to Dataset Shift. CoDIT Carla Caldeira Takahashi, Luiz C. B. Torres, Antônio P. Braga
2019	—	`conf`	Learning Regularization Parameters of Radial Basis Functions in Embedded Likelihoods Space. EPIA (2) Murilo V. F. Menezes, Luiz C. B. Torres, Antônio P. Braga
2019	C	`conf`	Regularization of Extreme Learning Machines with information of spatial relations of the projected data. CoDIT Lourenço R. G. Araújo, Luiz C. B. Torres, Leonardo José Silvestre, Carla Caldeira Takahashi, 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
2019	B	`conf`	Weightless neural systems for deforestation surveillance and image-based navigation of UAVs in the Amazon forest. ESANN 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
2019	J	`jnl`	Width optimization of RBF kernels for binary classification of support vector machines: A density estimation-based approach. Pattern Recognit. Lett. Murilo V. F. Menezes, Luiz C. B. Torres, Antônio P. Braga
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
2017	J	`jnl`	MILKDE: A new approach for multiple instance learning based on positive instance selection and kernel density estimation. Eng. Appl. Artif. Intell. 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
2016	J	`jnl`	Trend modelling with artificial neural networks. Case study: Operating zones identification for higher SO Eng. Appl. Artif. Intell. R. N. Lima, Gustavo Matheus de Almeida, Antônio P. Braga, Marcelo Cardoso
2015	B	`conf`	A parameterless mixture model for large margin classification. IJCNN Luiz C. B. Torres, Cristiano Leite Castro, Antônio P. Braga
2015	B	`conf`	An affinity matrix approach for structure selection of extreme learning machines. ESANN David Pinto, André P. Lemos, Antônio P. Braga
2015	B	`conf`	Gabriel Graph for Dataset Structure and Large Margin Classification: A Bayesian Approach. ESANN Luiz C. B. Torres, Cristiano Leite Castro, Antônio P. Braga
2015	B	`conf`	Training Multi-Layer Perceptron with Multi-Objective Optimization and Spherical Weights Representation. ESANN Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
2014	C	`conf`	A Geometrical Approach for Parameter Selection of Radial Basis Functions Networks. ICANN Luiz C. B. Torres, André P. Lemos, Cristiano Leite Castro, Antônio P. Braga