Publicaciones en colaboración con investigadoras/es de Universidade Federal do Paraná (27)

2024

  1. Pectin and pectin/chitosan hydrogel beads as coffee essential oils carrier systems

    Food Hydrocolloids, Vol. 151

  2. Photodegradation resistance and flammability of bio-based wood-nanoclay-polyurethane foam nanocomposites

    Journal of Cellular Plastics, Vol. 60, Núm. 2, pp. 135-150

  3. Valorization of pectins from coffee wastes for the development of pectin-chitosan films

    Carbohydrate Polymers, Vol. 334

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

  2. Thermally Resistant, Self-Extinguishing Thermoplastic Composites Enabled by Tannin-Based Carbonaceous Particulate

    Polymers, Vol. 14, Núm. 18

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)

  2. Kraft lignin as a partial replacement for a traditional surfactant in thymol-based biocidal suspensions: physical and chemical features

    Journal of Wood Chemistry and Technology, Vol. 41, Núm. 5, pp. 199-209

2020

  1. A Symmetric grammar approach for designing segmentation models

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

2019

  1. Automatic design of convolutional neural networks using grammatical evolution

    Proceedings - 2019 Brazilian Conference on Intelligent Systems, BRACIS 2019

2018

  1. An investigation of the selection strategies impact on MOEDAs: CMA-ES and UMDA

    Applied Soft Computing Journal, Vol. 62, pp. 963-973

  2. Hydrolytic pre-treatment methods for enhanced biobutanol production from agro-industrial wastes

    Bioresource Technology, Vol. 249, pp. 673-683

2017

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

    Neurocomputing, Vol. 246, pp. 58-68

  2. An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study

    Swarm Intelligence, Vol. 11, Núm. 2, pp. 101-130

  3. Automated design of hyper-heuristics components to solve the PSP problem with HP model

    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

  4. Combining CMA-ES and MOEA/DD for many-objective optimization

    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

  5. 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

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

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

  7. Transfer weight functions for injecting problem information in the multi-objective CMA-ES

    Memetic Computing, Vol. 9, Núm. 2, pp. 153-180

  8. Two-phase partitioning detoxification to improve biobutanol production from brewery industry wastes

    Chemical Engineering Journal, Vol. 330, pp. 1100-1108

2016

  1. C-Multi: A competent multi-swarm approach for many-objective problems

    Neurocomputing, Vol. 180, pp. 68-78