Luiz C. B. Torres

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 19

Top Topics

Gaussian Mixture

Parameter Selection

Basis Functions

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Eng. Appl. Artif. Intell.

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)
Arthur B. A. Pinto, Gilda A. Assis, Luiz C. B. Torres, Thomas Beltrame, Diana G. Domingues
Wearables and Detection of Falls: A Comparison of Machine Learning Methods and Sensors Positioning. Neural Process. Lett. 54 (3) (2022)
Alexsander C. A. A. Costa, Felipe V. Campos, Lourenço R. G. Araújo, Luiz C. B. Torres, Antônio de Pádua Braga
Deep architecture for silica forecasting of a real industrial froth flotation process. Eng. Appl. Artif. Intell. 115 (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)
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)
Alex de Assis Santos dos Santos, Luiz C. B. Torres, Lourenço R. G. Araújo, Vítor M. Hanriot, Antônio de Pádua Braga
Neural Networks Regularization With Graph-Based Local Resampling. IEEE Access 9 (2021)
Vitor A. M. F. Torres, D. A. C. Silva, Luiz C. B. Torres, Mateus T. Braga, M. B. R. Cardoso, V. T. Lino, Frank Sill Torres, Antônio de Pádua Braga
Embedded real-time feature extraction for electrode inversion detection in telemedicine electrocardiograms. Biomed. Signal Process. Control. 60 (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)
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)
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)
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)
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)
Luiz C. B. Torres, Cristiano Leite Castro, Antônio de Pádua Braga
A Computational Geometry Approach for Pareto-Optimal Selection of Neural Networks. ICANN (2) (2012)