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| Issue Date | Title | Author(s) |
|---|---|---|
| 2019 | Width 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 |
| 2020 | An 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 |
| 2020 | Enhancing 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 |
| 2022 | Wearables 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 |
| 2019 | Data 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 |
| 2019 | Pulsar 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 |
| 2022 | Multi-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 |
| 2020 | Extreme wavelet fast learning machine for evaluation of the default profle on financial transactions. | Souza, Paulo Vitor de Campos; Torres, Luiz Carlos Bambirra |
| 2020 | Large 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 |
| 2022 | Utilizando aprendizado por representação para a classificação de laços sociais da IoT | Pereira Júnior, Jamisson Jader Moraes; Figueiredo, Thiago Silva; Lopes, Ramon; Torres, Luiz Carlos Bambirra; Santos, Bruno P |
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