Publicaciones en colaboración con investigadoras/es de Universidade Federal do Paraná (7)

2022

  1. A grammar-based GP approach applied to the design of deep neural networks

    Genetic Programming and Evolvable Machines, Vol. 23, Núm. 3, pp. 427-452

2021

  1. Automatic Design of Deep Neural Networks Applied to Image Segmentation Problems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020

  1. A Symmetric grammar approach for designing segmentation models

    2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings

2017

  1. A decomposition-based binary ACO algorithm for the multiobjective UBQP

    Neurocomputing, Vol. 246, pp. 58-68

  2. Multiobjective decomposition-based Mallows Models estimation of distribution algorithm. A case of study for permutation flowshop scheduling problem

    Information Sciences, Vol. 397-398, pp. 137-154

  3. Not all PBILs are the same: Unveiling the different learning mechanisms of PBIL variants

    Applied Soft Computing Journal, Vol. 53, pp. 88-96

2016

  1. On the design of hard mUBQP instances

    GECCO 2016 - Proceedings of the 2016 Genetic and Evolutionary Computation Conference