Publications 2024

International Journals

  • Daniel Molina-Pérez, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado and María Bárbara Calva-Yañez, Efficiently handling constraints in mixed-integer nonlinear programming problems using gradient-based repair differential evolution,  PeerJ Computer Science, 10:e2095, 2024, https://doi.org/10.7717/peerj-cs.2095.
  • Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina and Efrén Mezura-Montes, Evolutionary Semi-Vectorial Bilevel Optimization in the Mechanical and Control Design of Systems, Engineering Applications of Artificial Intelligence, 2024, https://doi.org/10.1016/j.engappai.2024.108640.
  • José-Antonio Fuentes-Tomás, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa and Aldo Márquez-Grajales, Tree-based Codification in Neural Architecture Search for Medical Image Segmentation, IEEE Transactions on Evolutionary Computation, Vol. 28, No. 3, pp. 597-607, 2024, https://doi.org/10.1109/TEVC.2024.3353182.
  • Auria Jimenez Gutierrez, Cinthya Mota-Hernández, Efrén Mezura-Montes, Rafael Alvarado-Corona, Application of the performance of machine learning techniques as support in the prediction of school dropout, Scientific Reports, 14, 3957, 2024, https://doi.org/10.1038/s41598-024-53576-1.
  • Daniel Molina-Pérez, Efrén Mezura-Montes, Edgar-Alfredo Portilla-Flores, Eduardo Vega-Alvarado, Bárbara Calva-Yañez, A Differential Evolution Algorithm for Solving Mixed-Integer Nonlinear Programming Problems, Swarm and Evolutionary Computation, Vol. 84, 101427, 2024, https://doi.org/10.1016/j.swevo.2023.101427

 

International Conferences

  • José-David Velazco-Muñoz, Héctor-Gabriel Acosta-Mesa and Efren Mezura-Montes, Reducing Parameters by Neuroevolution in CNN for Steering Angle Estimation, in Proceedings of the Mexican Conference on Pattern Recognition (MCPR), Lecture Notes in Computer Science, Xalapa, México, Springer, 2024 (accepted).
  • David Herrera-Sánchez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Aldo Márquez-Grajales, Shifting Color Space for Image Classification using Genetic Programming, in Companion Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO), ACM Press, 2024 (accepted).
  • Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Rafael Rivera-López, Héctor-Gabriel Acosta-Mesa, Computational Cost Reduction in Wrapper Approaches for Feature Selection: A Case of Study Using Permutational-Based Differential Evolution, in Proceedings of the IEEE Congress on Evolutionary Computation (CEC), IEEE Press, 2024 (accepted).
  • Adriana-Laura López-Lobato, Héctor-Gabriel Acosta-Mesa, and Efrén Mezura-Montes, Blood Cell Image Segmentation Using Convolutional Decision Trees and Differential Evolution. in: Calvo, H. et al., (eds) Advances in Computational Intelligence. MICAI 2023 International Workshops. MICAI 2023. Lecture Notes in Computer Science, Vol 14502, pages 315-325 Springer, https://doi.org/10.1007/978-3-031-51940-6_23, 2024.
  • Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, and Efrén Mezura-Montes, A Surrogate-Assisted Differential Evolution Approach for the Optimization of Ben’s Spiker Algorithm Parameters, in: Calvo, H. et al., (eds) Advances in Computational Intelligence. MICAI 2023 International Workshops. MICAI 2023. Lecture Notes in Computer Science, Vol 14502, pages 337-348, Springer, https://doi.org/10.1007/978-3-031-51940-6_25, 2024.
  • David Herrera-Sánchez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Auto Machine Learning Based on Genetic Programming for Medical Image Classification, in: Calvo, H. et al., (eds) Advances in Computational Intelligence. MICAI 2023 International Workshops. MICAI 2023. Lecture Notes in Computer Science, Vol 14502, pages 349-359, Springer, https://doi.org/10.1007/978-3-031-51940-6_26, 2024.
  • Aldo Márquez-Grajales, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Fernando Salas-Martínez, Use of a Surrogate Model for Symbolic Discretization of Temporal Data Sets Through eMODiTS and a Training Set with Varying-Sized Instances, in: Calvo, H. et al., (eds) Advances in Computational Intelligence. MICAI 2023 International Workshops. MICAI 2023. Lecture Notes in Computer Science, Vol 14502, pages 360-372, Springer, https://doi.org/10.1007/978-3-031-51940-6_27, 2024.
  • José Antonio Fuentes-Tomás, Héctor Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernandez Jiménez, Neural Architecture Search for Placenta Segmentation in 2D Ultrasound Images, in: Calvo, H. et al., (eds) Advances in Computational Intelligence. MICAI 2023 International Workshops. MICAI 2023. Lecture Notes in Computer Science, Vol 14502, pages 397-408, Springer, https://doi.org/10.1007/978-3-031-51940-6_30, 2024.
  • Jesús-Arnulfo Barradas-Palmeros, Rafael Rivera-López, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution, in: Calvo, H. et al., (eds) Advances in Computational Intelligence. MICAI 2023 International Workshops. MICAI 2023. Lecture Notes in Computer Science, Vol 14502, pages 409-421, Springer, https://doi.org/10.1007/978-3-031-51940-6_31, 2024.
  • Miguel Ángel Morales-Hernández, Rafael Rivera-López, Efrén Mezura-Montes, Juana Canul-Reich, Marco Antonio Cruz-Chávez, Comparative Study of the Starting Stage of Adaptive Differential Evolution on the Induction of Oblique Decision Trees, in: Calvo, H. et al., (eds) Advances in Computational Intelligence. MICAI 2023 International Workshops. MICAI 2023. Lecture Notes in Computer Science, Vol 14502, pages 439-452, Springer, https://doi.org/10.1007/978-3-031-51940-6_34, 2024.
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