Honovan P. Rocha

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 3

Top Topics

Instance Selection

Multiobjective Optimization

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Eng. Appl. Artif. Intell.

Publications

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)
Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
Neural Networks Multiobjective Learning With Spherical Representation of Weights. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Alexandre W. C. Faria, Frederico Gualberto F. Coelho, Alisson Marques da Silva, Honovan P. Rocha, Gustavo Matheus de Almeida, André P. Lemos, Antônio P. Braga
MILKDE: A new approach for multiple instance learning based on positive instance selection and kernel density estimation. Eng. Appl. Artif. Intell. 59 (2017)
Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
Training Multi-Layer Perceptron with Multi-Objective Optimization and Spherical Weights Representation. ESANN (2015)