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ORCIDGerardo Ibarra-Vázquez
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2020 – today
- 2024
[j5]Gerardo Ibarra-Vázquez
, María Soledad Ramírez-Montoya, Hugo Terashima:
Gender prediction based on University students' complex thinking competency: An analysis from machine learning approaches. Educ. Inf. Technol. 29(3): 2721-2739 (2024)- [j4]Gerardo Ibarra-Vázquez, María Soledad Ramírez-Montoya, Mariana Buenestado-Fernández:
Forecasting Gender in Open Education Competencies: A Machine Learning Approach. IEEE Trans. Learn. Technol. 17: 1236-1247 (2024) - [c8]Gerardo Ibarra-Vázquez, Hugo Terashima-Marín, Carlos A. Coello Coello:
Exploring Generative AIs as Population Variation Operator in Multi-objective Optimization Problems. CEC 2024: 1-8 - 2023
- [j3]Gustavo Olague, Roberto Pineda, Gerardo Ibarra-Vázquez, Matthieu Olague, Axel Martinez, Sambit Bakshi, Jonathan Vargas, Isnardo Reducindo:
Adversarial Attacks Assessment of Salient Object Detection via Symbolic Learning. IEEE Trans. Emerg. Top. Comput. 11(4): 1018-1030 (2023) - [c7]María Soledad Ramírez-Montoya, Mariana Buenestado-Fernández, Gerardo Ibarra-Vázquez:
Unlocking Sustainable Development Goals through Computational Thinking: A Search to Inform Computers Education from Citizen Science Dataset. ICIEI 2023: 41-47 - [c6]María Soledad Ramírez-Montoya, Antonio Martínez-Arboleda, Gerardo Ibarra-Vázquez:
Predicting Social Entrepreneurship Competence Level and its Factors: A Machine Learning Approach. ICIEI 2023: 211-217 - [i4]Gustavo Olague, Roberto Pineda, Gerardo Ibarra-Vázquez, Matthieu Olague, Axel Martinez, Sambit Bakshi, Jonathan Vargas, Isnardo Reducindo:
Adversarial Attacks Assessment of Salient Object Detection via Symbolic Learning. CoRR abs/2309.05900 (2023) - 2022
- [j2]Gerardo Ibarra-Vázquez, Gustavo Olague, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo:
Brain programming is immune to adversarial attacks: Towards accurate and robust image classification using symbolic learning. Swarm Evol. Comput. 71: 101059 (2022) - [c5]Roberto Pineda, Gustavo Olague, Gerardo Ibarra-Vázquez, Axel Martinez, Jonathan Vargas, Isnardo Reducindo:
Brain Programming and Its Resilience Using a Real-World Database of a Snowy Plover Shorebird. EvoApplications 2022: 603-618 - [c4]Gustavo Olague, Matthieu Olague, Gerardo Ibarra-Vázquez, Isnardo Reducindo, Aaron Barrera, Axel Martinez, José Luis Briseño:
Modeling Hierarchical Architectures with Genetic Programming and Neuroscience Knowledge for Image Classification Through Inferential Knowledge. GPTP 2022: 141-166 - [i3]Gustavo Olague, Jose Armando Menendez-Clavijo, Matthieu Olague, Arturo Ocampo, Gerardo Ibarra-Vázquez, Rocio Ochoa-Montiel, Roberto Pineda:
Automated Design of Salient Object Detection Algorithms with Brain Programming. CoRR abs/2204.03722 (2022) - 2021
- [c3]Gustavo Olague, Matthieu Olague, Angel R. Jacobo-Lopez, Gerardo Ibarra-Vázquez:
Less Is More: Pursuing the Visual Turing Test With the Kuleshov Effect. CVPR Workshops 2021: 1553-1561 - [c2]Gerardo Ibarra-Vázquez, Gustavo Olague, Cesar Puente, Mariana Chan-Ley, Carlos Soubervielle-Montalvo:
Automated design of accurate and robust image classifiers with brain programming. GECCO Companion 2021: 1385-1393 - [i2]Gerardo Ibarra-Vázquez, Gustavo Olague, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo:
Brain Programming is Immune to Adversarial Attacks: Towards Accurate and Robust Image Classification using Symbolic Learning. CoRR abs/2103.01359 (2021) - 2020
- [c1]Gustavo Olague, Gerardo Ibarra-Vázquez, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo, Axel Martinez:
A Deep Genetic Programming Based Methodology for Art Media Classification Robust to Adversarial Perturbations. ISVC (1) 2020: 68-79 - [i1]Gustavo Olague, Gerardo Ibarra-Vázquez, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo, Axel Martinez:
A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations. CoRR abs/2010.01238 (2020)
2010 – 2019
- 2019
- [j1]Gerardo Ibarra-Vázquez, César Augusto Puente Montejano, José I. Nuñez-Varela:
A Local Image Feature Approach as a Step of a Top-Down RGBD Semantic Segmentation Method. Res. Comput. Sci. 148(11): 35-47 (2019)
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