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Results 1-10 of 15 (Search time: 0.003 seconds).
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Issue DateTitleAuthor(s)
2019Width optimization of RBF kernels for binary classification of support vector machines : a density estimation-based approach.Menezes, Murilo V. F.; Torres, Luiz Carlos Bambirra; Braga, Antônio de Pádua
2020An advanced pruning method in the architecture of extreme learning machines using L1-regularization and bootstrapping.Souza, Paulo Vitor de Campos; Torres, Luiz Carlos Bambirra; Silva, Gustavo Rodrigues Lacerda; Braga, Antônio de Pádua; Lughofer, Edwin
2020Enhancing performance of Gabriel graph-based classifiers by a hardware co-processor for embedded system applications.Arias Garcia, Janier; Mafra, Augusto Amaral; Gade, Liliane dos Reis; Coelho, Frederico Gualberto Ferreira; Castro, Cristiano Leite de; Torres, Luiz Carlos Bambirra; Braga, Antônio de Pádua
2022Wearables and detection of falls : a comparison of machine learning methods and sensors positioning.Pinto, Arthur Bernardo Assumpção; Assis, Gilda Aparecida de; Torres, Luiz Carlos Bambirra; Beltrame, Thomas; Domingues, Diana Maria Gallicchio
2019Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function.Souza, Paulo Vitor de Campos; Torres, Luiz Carlos Bambirra; Guimarães, Augusto Júnio; Araújo, Vanessa Souza; Araújo, Vinicius Jonathan Silva; Rezende, Thiago Silva
2019Pulsar detection for wavelets soda and regularized fuzzy neural networks based on andneuron and robust activation function.Souza, Paulo Vitor de Campos; Torres, Luiz Carlos Bambirra; Guimarães, Augusto Júnio; Araújo, Vanessa Souza
2022Multi-objective neural network model selection with a graph-based large margin approach.Torres, Luiz Carlos Bambirra; Castro, Cristiano Leite de; Rocha, Honovan Paz; Almeida, Gustavo Matheus de; Braga, Antônio de Pádua
2020Extreme wavelet fast learning machine for evaluation of the default profle on financial transactions.Souza, Paulo Vitor de Campos; Torres, Luiz Carlos Bambirra
2020Large margin gaussian mixture classifier with a Gabriel graph geometric representation of data set structure.Torres, Luiz Carlos Bambirra; Castro, Cristiano Leite de; Coelho, Frederico Gualberto Ferreira; Braga, Antônio de Pádua
2022Utilizando aprendizado por representação para a classificação de laços sociais da IoTPereira Júnior, Jamisson Jader Moraes; Figueiredo, Thiago Silva; Lopes, Ramon; Torres, Luiz Carlos Bambirra; Santos, Bruno P