Training Multi-Layer Perceptron with Multi-Objective Optimization and Spherical Weights Representation. - Honovan P. Rocha; Marcelo Azevedo Costa; Antônio P. Braga (ESANN, 2015)

MILKDE: A new approach for multiple instance learning based on positive instance selection and kernel density estimation. - 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 (Eng. Appl. Artif. Intell., 2017)

Neural Networks Multiobjective Learning With Spherical Representation of Weights. - Honovan P. Rocha; Marcelo Azevedo Costa; Antônio P. Braga (IEEE Trans. Neural Networks Learn. Syst., 2020)

Multi-objective neural network model selection with a graph-based large margin approach. - Luiz C. B. Torres; Cristiano Leite Castro; Honovan P. Rocha; Gustavo Matheus de Almeida; Antônio P. Braga (Inf. Sci., 2022)