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ORCIDLuiz C. B. Torres
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2020 – today
- 2024
[j16]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
- [j15]Rodrigo Amador Coelho, Luiz Carlos Bambirra Torres, Cristiano Leite de Castro:
Concept drift detection with quadtree-based spatial mapping of streaming data. Inf. Sci. 625: 578-592 (2023) - [j14]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) - 2022
- [j13]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: 103714 (2022) - [j12]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: 105196 (2022) - [j11]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: 192-207 (2022) - [j10]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): 2165-2179 (2022) - 2021
- [j9]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: 50727-50737 (2021) - [j8]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) - [j7]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
- [j6]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: 101946 (2020) - [j5]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) - [j4]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): 18059-18068 (2020)
2010 – 2019
- 2019
- [j3]Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres, Augusto Junio Guimarães, Vanessa Souza Araujo:
Pulsar Detection for Wavelets SODA and Regularized Fuzzy Neural Networks Based on Andneuron and Robust Activation Function. Int. J. Artif. Intell. Tools 28(1): 1950003:1-1950003:25 (2019) - [j2]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: 1-7 (2019) - [j1]Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres, Augusto Junio Guimarães, Vanessa Souza Araujo, Vinicius Jonathan Silva Araujo, Thiago Silva Rezende:
Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function. Soft Comput. 23(23): 12475-12489 (2019) - [c10]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: 593-597 - [c9]Carla Caldeira Takahashi, Luiz C. B. Torres, Antônio P. Braga:
Gabriel Graph Transductive Approach to Dataset Shift. CoDIT 2019: 1622-1627 - [c8]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: 281-292 - [c7]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 - 2018
- [c6]Paulo Vitor de Campos Souza, Gustavo Rodrigues Lacerda Silva, Luiz Carlos Bambirra Torres:
Uninorm based regularized fuzzy neural networks. EAIS 2018: 1-8 - [c5]Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres:
Regularized Fuzzy Neural Network Based on Or Neuron for Time Series Forecasting. NAFIPS 2018: 13-23 - 2015
- [c4]Luiz C. B. Torres, Cristiano Leite Castro, Antônio P. Braga:
Gabriel Graph for Dataset Structure and Large Margin Classification: A Bayesian Approach. ESANN 2015 - [c3]Luiz C. B. Torres, Cristiano Leite Castro, Antônio P. Braga:
A parameterless mixture model for large margin classification. IJCNN 2015: 1-6 - 2014
- [c2]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: 531-538 - 2012
- [c1]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: 100-107
Coauthor Index
aka: Antônio P. Braga
aka: Cristiano Leite de Castro
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