116 citations · 340 across the 21 of their papers we have counts for
3 papers · 1 filter
Neuroevolutionary algorithms driven by neuron coverage metrics for semi-supervised classification
Roberto Santana, Ivan Hidalgo-Cenalmor, Unai Garciarena +2
In some machine learning applications the availability of labeled instances for supervised classification is limited while unlabeled instances are abundant. Semi-supervised learnin…
Merge Non-Dominated Sorting Algorithm for Many-Objective Optimization
Javier Moreno, Daniel Rodriguez, Antonio Nebro +1
Many Pareto-based multi-objective evolutionary algorithms require to rank the solutions of the population in each iteration according to the dominance principle, what can become a…
Computing factorized approximations of Pareto-fronts using mNM-landscapes and Boltzmann distributions
Roberto Santana, Alexander Mendiburu, Jose A. Lozano
NM-landscapes have been recently introduced as a class of tunable rugged models. They are a subset of the general interaction models where all the interactions are of order less or…