Cristiano Leite Castro

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 10

Top Topics

Model Selection

Gaussian Mixture

Stream Data Mining

Radial Basis Function

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Future Gener. Comput. Syst.

IEEE Geosci. Remote. Sens. Lett.

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)
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)
Brayan Rene Acevedo Jaimes, João Pedro Klock Ferreira, Cristiano Leite Castro
Unsupervised Semantic Segmentation of Aerial Images With Application to UAV Localization. IEEE Geosci. Remote. Sens. Lett. 19 (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)
José Maia, Carlos Alberto Severiano Junior, Frederico Gadelha Guimarães, Cristiano Leite Castro, André Paim Lemos, Juan Camilo Fonseca Galindo, Miri Weiss-Cohen
Evolving clustering algorithm based on mixture of typicalities for stream data mining. Future Gener. Comput. Syst. 106 (2020)
Yuri Sousa Aurelio, Gustavo Matheus de Almeida, Cristiano Leite Castro, Antônio de Pádua Braga
Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function. Neural Process. Lett. 50 (2) (2019)
Frederico Coelho, Cristiano Leite Castro, Antônio P. Braga, Michel Verleysen
Semi-supervised relevance index for feature selection. Neural Comput. Appl. 31 (S-2) (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)
Cristiano Leite Castro, Antônio de Pádua Braga
Novel Cost-Sensitive Approach to Improve the Multilayer Perceptron Performance on Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 24 (6) (2013)
Cristiano Leite Castro, Antônio de Pádua Braga
Improving ANNs Performance on Unbalanced Data with an AUC-Based Learning Algorithm. ICANN (2) (2012)
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)
Cristiano Leite Castro, Antônio de Pádua Braga
Artificial Neural Networks Learning in ROC Space. IJCCI (2009)
Cristiano Leite Castro, Mateus Araujo Carvalho, Antônio de Pádua Braga
An Improved Algorithm for SVMs Classification of Imbalanced Data Sets. EANN (2009)
Cristiano Leite Castro, Antônio de Pádua Braga
Optimization of the Area under the ROC Curve. SBRN (2008)