This work presents a novel approach for decision-making for multi-objective binary
classification problems. The purpose of the decision process is to select within a set of …

This article presents a novel representation of artificial neural networks (ANNs) that is based
on a projection of weights into a new spherical space defined by a radius r and a vector of …

This work presents a novel representation of artificial neural networks (ANN) multiobjective
learning in which the weights are described basedon the Euclidean norm, which is taken as …

Este trabalho aborda o problema da seleção de modelos obtidos por meio do aprendizado
de máquina multiobjetivo e apresenta estratégias para escolha no conjunto Paretoótimo …