Luiz C. B. Torres

28 papers B 4C 3Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Graph-based method for autonomous adaptation in online learning of non-stationary data. Inf. Sci. Wagner J. Alvarenga, Alexsander C. A. A. Costa, Felipe V. Campos, Luiz C. B. Torres, Antônio de Pádua Braga
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	—	`conf`	Classificação de Notícias em Português Utilizando Modelos Baseados em Transferência de Aprendizagem e Transformers. STIL Wagner Narde, João Mendanha, Henrique Barbosa, Frederico Coelho, Bruno P. Santos, Luiz C. B. Torres
2024	J	`jnl`	Hebbian Learning with Kernel-Based Embedding of Input Data. Neural Process. Lett. Thiago A. Ushikoshi, Elias J. R. Freitas, Murilo V. F. Menezes, Wagner J. A. Junior, Luiz C. B. Torres, Antônio de Pádua 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
2024	B	`conf`	Learning Kernel Parameters for Support Vector Classification Using Similarity Embeddings. ESANN Antônio de Pádua Braga, Murilo V. F. Menezes, Luiz C. B. Torres
2023	J	`jnl`	RBF Neural Networks Design with Graph Based Structural Information from Dominating Sets. Neural Process. Lett. Marcelo Queiroz, Frederico Coelho, Luiz C. B. Torres, Felipe V. Campos, Gabriel Lara, Wagner J. Alvarenga, Antônio de Pádua Braga
2022	J	`jnl`	Deep architecture for silica forecasting of a real industrial froth flotation process. Eng. Appl. Artif. Intell. Alexsander C. A. A. Costa, Felipe V. Campos, Lourenço R. G. Araújo, Luiz C. B. Torres, Antônio de Pádua 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`	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
2022	J	`jnl`	Wearables and Detection of Falls: A Comparison of Machine Learning Methods and Sensors Positioning. Neural Process. Lett. Arthur B. A. Pinto, Gilda Aparecida de Assis, Luiz C. B. Torres, Thomas Beltrame, Diana G. Domingues
2021	J	`jnl`	Enhancing Performance of Gabriel Graph-Based Classifiers by a Hardware Co-Processor for Embedded System Applications. IEEE Trans. Ind. Informatics Janier Arias-Garcia, Augusto Mafra, Liliane Gade, Frederico Coelho, Cristiano Leite Castro, Luiz C. B. Torres, Antônio de Pádua 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`	Neural Networks Regularization With Graph-Based Local Resampling. IEEE Access Alex de Assis Santos dos Santos, Luiz C. B. Torres, Lourenço R. G. Araújo, Vítor M. Hanriot, Antônio de Pádua 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`	Embedded real-time feature extraction for electrode inversion detection in telemedicine electrocardiograms. Biomed. Signal Process. Control. 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
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	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
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`	Gabriel Graph for Dataset Structure and Large Margin Classification: A Bayesian Approach. ESANN Luiz C. B. Torres, Cristiano Leite Castro, 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
2012	—	`conf`	A Computational Geometry Approach for Pareto-Optimal Selection of Neural Networks. ICANN (2) Luiz C. B. Torres, Cristiano Leite Castro, Antônio de Pádua Braga