Cristiano Leite Castro

19 papers A 1B 2C 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A conf
Vision-Based Landing Guidance Through Tracking and Orientation Estimation.
WACV
João P. K. Ferreira, João P. L. Pinto, Júlia S. Moura, Yi Li, Cristiano Leite Castro, Plamen Angelov
2024 J jnl
A Novel Unsupervised Approach for Training Convolutional DSSNs on Remote Sensing.
IEEE Geosci. Remote. Sens. Lett.
João P. K. Ferreira, João P. L. Pinto, Júlia S. Moura, Cristiano Leite Castro
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
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
Unsupervised Semantic Segmentation of Aerial Images With Application to UAV Localization.
IEEE Geosci. Remote. Sens. Lett.
Brayan Rene Acevedo Jaimes, João Pedro Klock Ferreira, Cristiano Leite Castro
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
2020 J jnl
Evolving clustering algorithm based on mixture of typicalities for stream data mining.
Future Gener. Comput. Syst.
José Maia, Carlos Alberto Severiano Junior, Frederico Gadelha Guimarães, Cristiano Leite Castro, André Paim Lemos, Juan Camilo Fonseca Galindo, Miri Weiss-Cohen
2019 J jnl
Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function.
Neural Process. Lett.
Yuri Sousa Aurelio, Gustavo Matheus de Almeida, Cristiano Leite Castro, Antônio de Pádua Braga
2019 J jnl
Semi-supervised relevance index for feature selection.
Neural Comput. Appl.
Frederico Coelho, Cristiano Leite Castro, Antônio P. Braga, Michel Verleysen
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
2013 J jnl
Novel Cost-Sensitive Approach to Improve the Multilayer Perceptron Performance on Imbalanced Data.
IEEE Trans. Neural Networks Learn. Syst.
Cristiano Leite Castro, Antônio de Pádua 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
2012 — conf
Improving ANNs Performance on Unbalanced Data with an AUC-Based Learning Algorithm.
ICANN (2)
Cristiano Leite Castro, Antônio de Pádua Braga
2009 C conf
An Improved Algorithm for SVMs Classification of Imbalanced Data Sets.
EANN
Cristiano Leite Castro, Mateus Araujo Carvalho, Antônio de Pádua Braga
2009 C conf
Artificial Neural Networks Learning in ROC Space.
IJCCI
Cristiano Leite Castro, Antônio de Pádua Braga
2008 — conf
Optimization of the Area under the ROC Curve.
SBRN
Cristiano Leite Castro, Antônio de Pádua Braga