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ORCIDFernando Javier Aguilar Canto
Person information
- affiliation: Instituto Politécnico Nacional, Computational Cognitive Sciences Laboratory, Center for Computing Research, Mexico
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2020 – today
- 2026
[j7]Fernando Aguilar-Canto
, Hiram Calvo:
Simulating Textual Transmission With Natural Language Processing Techniques. IEEE Access 14: 60694-60712 (2026)- [j6]Fernando Aguilar-Canto, Juan Eduardo Luján-García, Alberto Espinosa-Juárez, Hiram Calvo:
Can convolutional neural networks approximate the phylogenetic tree of human populations with face images? J. Intell. Fuzzy Syst. 50(2): 272-280 (2026) - 2025
- [d1]Fernando Aguilar Canto, Hiram Calvo:
Echoes Dataset: Simulating Textual Transmission with Natural Language Processing Techniques. IEEE DataPort, 2025
- 2024
- [j5]Fernando Javier Aguilar Canto, Carlos Brito-Loeza, Hiram Calvo:
Model discovery of compartmental models with Graph-Supported Neural Networks. Appl. Math. Comput. 464: 128392 (2024) - [c6]Oziel Cortés Piña, Adolfo A. Villegas-Jimenéz, Fernando Aguilar-Canto, Omar Juárez-Gambino, Hiram Calvo:
Neuroscience-Informed Interpretability of Intermediate Layers in Artificial Neural Networks. IJCNN 2024: 1-8 - [c5]Fernando Aguilar-Canto, Omar García-Vázquez, Tania Alcántara, Alberto Espinosa-Juárez, Hiram Calvo:
Associative Interpretability of Hidden Semantics with Contrastiveness Operators in Face Classification Tasks. xAI (1) 2024: 469-491 - 2023
- [j4]Diana Jiménez, Marco A. Cardoso-Moreno, Fernando Aguilar Canto, Omar Juárez-Gambino, Hiram Calvo:
PoSLemma: How Traditional Machine Learning and Linguistics Preprocessing Aid in Machine Generated Text Detection. Computación y Sistemas (CyS) 27(4) (2023) - [j3]Fernando Aguilar-Canto, Alberto Espinosa-Juárez, Juan Eduardo Luján-García, Hiram Calvo:
Clasificación de rostros con aprendizaje hebbiano para bases de datos pequeñas. Res. Comput. Sci. 152(9): 233-246 (2023) - [j2]Alberto Alvarado Sandoval, Fernando Aguilar-Canto, Diana Jiménez, Hiram Calvo:
Suicide Tendency Content Detection with Natural Language Processing and LIME Explainer. Res. Comput. Sci. 152(12): 143-152 (2023) - [c4]Fernando Aguilar-Canto, Marco A. Cardoso-Moreno, Diana Jiménez, Hiram Calvo:
GPT-2 versus GPT-3 and Bloom: LLMs for LLMs Generative Text Detection. IberLEF@SEPLN 2023 - [c3]Fernando Aguilar-Canto, Hiram Calvo:
Search of Highly Selective Cells in Convolutional Layers with Hebbian Learning. SSCI 2023: 1455-1460 - 2022
- [c2]Fernando Aguilar-Canto, Hiram Calvo:
The Role of the Number of Examples in Convolutional Neural Networks with Hebbian Learning. MICAI (1) 2022: 225-238 - 2020
- [j1]Fernando Javier Aguilar Canto:
Redes neuronales evolutivas con modelos de Lotka-Volterra. Res. Comput. Sci. 149(8): 1179-1194 (2020) - [c1]Fernando Javier Aguilar Canto:
Convolutional Neural Networks with Hebbian-Based Rules in Online Transfer Learning. MICAI (1) 2020: 35-49
Coauthor Index
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