Fernando Javier Aguilar Canto

According to our database, Fernando Javier Aguilar Canto authored at least 14 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Can convolutional neural networks approximate the phylogenetic tree of human populations with face images?

Fernando Aguilar-Canto, Juan Eduardo Luján-García, Alberto Espinosa-Juárez, Hiram Calvo

J. Intell. Fuzzy Syst., 2026

Simulating Textual Transmission With Natural Language Processing Techniques.

Fernando Aguilar-Canto, Hiram Calvo

IEEE Access, 2026

2025

Echoes Dataset: Simulating Textual Transmission with Natural Language Processing Techniques.

Fernando Aguilar Canto, Hiram Calvo

Dataset, June, 2025

2024

Model discovery of compartmental models with Graph-Supported Neural Networks.

Fernando Javier Aguilar Canto, Carlos Brito-Loeza, Hiram Calvo

Appl. Math. Comput., March, 2024

Associative Interpretability of Hidden Semantics with Contrastiveness Operators in Face Classification Tasks.

Fernando Aguilar-Canto, Omar García-Vázquez, Tania Alcántara, Alberto Espinosa-Juárez, Hiram Calvo

Proceedings of the Explainable Artificial Intelligence, 2024

Neuroscience-Informed Interpretability of Intermediate Layers in Artificial Neural Networks.

Oziel Cortés Piña, Adolfo A. Villegas-Jimenéz, Fernando Aguilar-Canto, Omar Juárez-Gambino, Hiram Calvo

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Suicide Tendency Content Detection with Natural Language Processing and LIME Explainer.

Alberto Alvarado Sandoval, Fernando Aguilar-Canto, Diana Jiménez, Hiram Calvo

Res. Comput. Sci., 2023

Clasificación de rostros con aprendizaje hebbiano para bases de datos pequeñas.

Fernando Aguilar-Canto, Alberto Espinosa-Juárez, Juan Eduardo Luján-García, Hiram Calvo

Res. Comput. Sci., 2023

PoSLemma: How Traditional Machine Learning and Linguistics Preprocessing Aid in Machine Generated Text Detection.

Diana Jiménez, Marco A. Cardoso-Moreno, Fernando Aguilar Canto, Omar Juárez-Gambino, Hiram Calvo

Computación y Sistemas (CyS), 2023

Search of Highly Selective Cells in Convolutional Layers with Hebbian Learning.

Fernando Aguilar-Canto, Hiram Calvo

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

GPT-2 versus GPT-3 and Bloom: LLMs for LLMs Generative Text Detection.

Fernando Aguilar-Canto, Marco A. Cardoso-Moreno, Diana Jiménez, Hiram Calvo

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

2022

The Role of the Number of Examples in Convolutional Neural Networks with Hebbian Learning.

Fernando Aguilar-Canto, Hiram Calvo

Proceedings of the Advances in Computational Intelligence, 2022

2020

Redes neuronales evolutivas con modelos de Lotka-Volterra.

Fernando Javier Aguilar Canto

Res. Comput. Sci., 2020

Convolutional Neural Networks with Hebbian-Based Rules in Online Transfer Learning.

Fernando Javier Aguilar Canto

Proceedings of the Advances in Soft Computing, 2020