Publications 2021

International Journals

  • Stephanie Amador-Larrea, Marcela Quiroz-Castellanos, Guillermo-de-Jesús Hoyos-Rivera and Efrén Mezura-Montes, An Experimental Study of Grouping Crossover Operators for the Bin Packing Problem, Computación y Sistemas, 2021 (accepted).
  • Saúl-Enrique Benitez-García, Miguel-Gabriel Villarreal-Cervantes and Efrén Mezura-Montes, Event-triggered control optimal tuning through bio-inspired optimization in robotic manipulators, ISA Transactions, 2021, https://doi.org/10.1016/j.isatra.2021.10.029.
  • Rafael Rivera-López, Juana Canul-Reich, Efrén Mezura-Montes and Marco-Antonio Cruz-Chávez, Induction of decision trees as classification models through metaheuristics, Swarm and Evolutionary Computation, 101006, 2021, https://doi.org/10.1016/j.swevo.2021.101006.
  • J.-Manuel Pérez-Verdejo, Ángel-J. Sánchez-García, Jorge-Octavio Ocharán-Hernández , Efrén Mezura-Montes and Karen Cortés-Verdín, Requirements and GitHub Issues: An Automated Approach for Quality Requirements Classification, Programming and Computer Software, 47(8):704-721, 2021, https://doi.org/10.1134/S0361768821080193.
  • Fabiola-Patricia Paz, Guillermo Leguizamón and Efrén Mezura-Montes, Cooperative Coevolutionary Particle Swarms using Fuzzy Logic for Large Scale Optimization, Journal of Computer Science & Technology, 21(2):112-125, 2021, https://doi.org/10.24215/16666038.21.e11.
  • María-Guadalupe Martínez-Peñaloza, Efrén Mezura-Montes, Alicia Morales-Reyes and Hernán Aguirre, Distance-based Immune Generalized Differential Evolution Algorithm for Dynamic Multi-Objective Optimisation, International Journal of Bio-Inspired Computation, 18(2): 69-81, 2021, https://doi.org/10.1504/IJBIC.2021.118091.
  • Elva-María Novoa-del-Toro, Efrén Mezura-Montes; Matthieu Vignes, Morgane Térézol, Frédérique Magdinier, Laurent Tichit and Anaïs Baudot, A Multi-Objective Genetic Algorithm to Find Active Modules in Multiplex Biological Networks, PLoS Computational Biology, 17(8): e1009263, 2021, https://doi.org/10.1371/journal.pcbi.1009263.
  • Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes and Porfirio Toledo-Hernández, Pseudo-feasible Solutions in Evolutionary Bilevel Optimization: Test Problems and Performance Assessment, Applied Mathematics and Computation, Volume 412, 1 January 2022, 126577, 2021, https://doi.org/10.1016/j.amc.2021.126577.
  • Gustavo-Adolfo Vargas-Hákim, Efrén Mezura-Montes and Héctor-Gabriel Acosta-Mesa, A Review on Convolutional Neural Networks Encodings for Neuroevolution, IEEE Transactions on Evolutionary Computation, 2021, https://doi.org/10.1109/TEVC.2021.3088631.
  • Aldo Márquez-Grajales , Héctor-Gabriel Acosta-Mesa , Efrén Mezura-Montes , Rodolfo Hernández-Jiménez , Nancy Pérez-Castro , Adán Enrique Aguilar-Justo and Fernando Salas-Martínez, Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns, Biomedical Signal Processing and Control, Vol. 69 (2021) 102918, https://doi.org/10.1016/j.bspc.2021.102918.
  • Nancy-Pérez Castro, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes and Nicandro Cruz-Ramírez, Full Model Selection Problem in Temporal Databases: contrasting population-based and single point search metaheuristics, Ingeniería e Investigación, Vol. 41 No. 3, (e79308), December, 2021, https://revistas.unal.edu.co/index.php/ingeinv/article/view/79308.
  • Alejandro Rodríguez-Molina, Miguel-Gabriel Villarreal Cervantes, Efrén Mezura-Montes and Mario Aldape-Pérez, Adaptive Controller Tuning Method Based on Online Multi-objective Optimization: A Case Study of the Four-bar Mechanism, IEEE Transactions on Cybernetics, Vol. 51 No.3, pages 1272-1285, 2021, https://doi.org/10.1109/TCYB.2019.2903491.
  • Jesus-Adolfo Mejía-de-Dios, Efrén Mezura-Montes and Marcela Quiroz-Castellanos, Automated Parameter Tuning as a Bilevel Optimization Problem Solved by a Surrogate-Assisted Population-Based Approach, Applied Intelligence, 2021, https://doi.org/10.1007/s10489-020-02151-y.
  • Alejandro Platas-López, Efrén Mezura-Montes, Nicandro Cruz-Ramírez and Alejandro Guerra-Hernández, Discriminative Learning of Bayesian Network parameters by Differential Evolution, Applied Mathematical Modelling Volume 93, pages 244-256, 2021, https://doi.org/10.1016/j.apm.2020.12.026.
  • Octavio Ramos-Figueroa, Marcela Quiroz-Castellanos, Efrén Mezura-Montes and Rupak Kharel, Variation Operators for Grouping Genetic Algorithms: A Review, Swarm and Evolutionary Computation, Volume 60, 100796, 2021, https://doi.org/10.1016/j.swevo.2020.100796.

International Conferences

  • Delmer-Alejandro Lopez-Hernández, Efrén Mezura-Montes, Jorge-Octavio Ocharán-Hernández, and Ángel-Juan Sánchez-García, Non-functional Requirements Classification using Artificial Neural Networks, in Proceedings of The 2021 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), pages 1-6, IEEE Press, 2021, pp. 1-6, https://doi.org/10.1109/ROPEC53248.2021.9668132.
  • Delmer-Alejandro Lopez-Hernández, Jorge-Octavio Ocharán-Hernández, Efrén Mezura-Montes and Ángel-Juan Sánchez-García, Automatic Classification of Software Requirements Using Artificial Neural Networks: A Systematic Review, in Proceedings of The 9th International Conference in Software Engineering Research and Innovation (CONISOFT), pages 152-160, IEEE Press, 2021, https://doi.org/10.1109/CONISOFT52520.2021.00030.
  • Juan-Antonio Rodríguez-de-la-Cruz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Fernando Arámbula-Cosío, Boris Escalante-Ramírez and Jimena Olveres-Montiel, Evolution of conditional-GANs for the synthesis of chest x-ray images, in Proceedings of The 17th International Symposium on Medical Information Processing and Analysis (SIPAIM), SPIE Digital Library, 120880B, 2021, https://doi.org/10.1117/12.2606272.
  • Gustavo-Adolfo Vargas-Hákim, Efrén Mezura-Montes and Héctor-Gabriel Acosta-Mesa, Hybrid Encodings for Neuroevolution of Convolutional Neural Networks: A Case Study, in Companion Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO), pages 1762-1770, Lille, France, ACM Press, 2021, https://doi.org/10.1145/3449726.3463133.
  • Aarón Jiménez-Aparicio, Efrén Mezura-Montes and Héctor-Gabriel Acosta-Mesa, Evolutionary Algorithms for Searching Almost-Equienergetic Graphs, in Proceedings of the IEEE Congress on Evolutionary Computation, pages 1093-1098, Krakow, Poland, IEEE Press, 2021, https://doi.org/10.1109/CEC45853.2021.9504751.
  • Juan-Antonio Rodríguez-de-la-Cruz, Héctor-Gabriel Acosta-Mesa and Efrén Mezura-Montes, Evolution of Generative Adversarial Networks using PSO for Synthesis of COVID-19 Chest X-Ray Images, in Proceedings of the IEEE Congress on Evolutionary Computation, pages 2226-2233, Krakow, Poland, IEEE Press, 2021, https://doi.org/10.1109/CEC45853.2021.9504743.
  • José-Clemente Hernández-Hernández, Efrén Mezura-Montes, Guillermo-De-Jesús Hoyos-Rivera and Omar Rodríguez-López, Neuroevolution for Sentiment Analysis in Tweets Written in Mexican Spanish, in Proceedings of the Mexican Conference on Pattern Recognition (MCPR), Lecture Notes in Computer Science, vol 12725, pages 101-110, Mexico City, Springer, 2021, https://doi.org/10.1007/978-3-030-77004-4_10.
  • Jesús-Adolfo Mejía-de-Dios and Efrén Mezura Montes, Generating multi-objective bilevel optimization problems with multiple non-cooperative followers, in Companion Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO), pages 187-188, Lille, France, ACM Press, 2021, https://doi.org/10.1145/3449726.3459495.

 

Book Chapters

  • Raju Prajapati, Om Prakash Dubey and Efrén Mezura-Montes,  Improved Particle Swarm Optimization and Non-Quadratic Penalty Method for Non-Linear Programming Problems with Equality Constraints, in Handbook of Nature-Inspired Optimization Algorithms: The State of the Art – Volume II: Solving Constrained Single Objective Real-Parameter Optimization Problems, Springer, 2021 (accepted).

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