Daniela Lopez-Betancur

According to our database, Daniela Lopez-Betancur authored at least 13 papers between 2021 and 2026.

Collaborative distances:

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

2026

Spectral analysis of distorted and autoencoder-reconstructed MNIST images in a kernel-induced feature space.

Rafael Castaneda-Diaz, Daniela Lopez-Betancur, Carlos Guerrero-Mendez, Efren Gonzalez-Ramirez, Flossi Puma-Ttito, V. H. Carrera-Escobedo

Int. J. Comb. Optim. Probl. Informatics, 2026

Quality and Randomness Assessment of Images Generated by a Convolutional Autoencoder.

Rafael Castaneda-Diaz, Daniela Lopez-Betancur, Carlos Guerrero-Mendez, Efren Gonzalez-Ramirez, Salvador Gómez-Jiménez, Flossi Puma-Ttito

Int. J. Comb. Optim. Probl. Informatics, 2026

2025

Application of Deep Learning for Automated Peach Classification: A Study Based on ResNet Architectures.

Flossi Puma-Ttito, Carlos Guerrero-Mendez, Daniela Lopez-Betancur, Tonatiuh Saucedo-Anaya, Rafael Castaneda-Diaz, Luis Martinez-Ytuza

Int. J. Comb. Optim. Probl. Informatics, 2025

VitralColor-12: A Synthetic Twelve-Color Segmentation Dataset from GPT-Generated Stained-Glass Images.

Martín Montes Rivera, Carlos Guerrero-Mendez, Daniela Lopez-Betancur, Tonatiuh Saucedo-Anaya, Manuel Sánchez-Cárdenas, Salvador Gómez-Jiménez

Data, 2025

Automatic Classification of Egg Freshness Using Ovoscopic Imaging and Convolutional Neural Networks.

Flossi Puma-Ttito, Carlos Guerrero-Mendez, Daniela Lopez-Betancur, Rafael Castaneda-Diaz, Romulo Troncoso-Pacheco, Salvador Gómez-Jiménez, David J. Navarro-Solís

Proceedings of the Advances in Computational Intelligence. MICAI 2025 International Workshops, 2025

Visual Analysis of MNIST Convolutional Autoencoder Reconstructions via Linear Dimensionality Reduction.

Rafael Castaneda-Diaz, Daniela Lopez-Betancur, Carlos Guerrero-Mendez, Efren Gonzalez-Ramirez, Flossi Puma-Ttito, Rómulo Troncoso-Pacheco

Proceedings of the Advances in Computational Intelligence. MICAI 2025 International Workshops, 2025

2024

Convolutional Neural Networks for Real Time Classification of Beehive Acoustic Patterns on Constrained Devices.

Antonio Robles-Guerrero, Salvador Gómez-Jiménez, Tonatiuh Saucedo-Anaya, Daniela Lopez-Betancur, David J. Navarro-Solís, Carlos Guerrero-Mendez

Sensors, October, 2024

Evaluating CNN Models and Optimization Techniques for Quality Classification of Dried Chili Peppers (Capsicum annuum L.).

Daniela Lopez-Betancur, Tonatiuh Saucedo-Anaya, Carlos Guerrero-Mendez, David J. Navarro-Solís, Luis Silva-Acosta, Antonio Robles-Guerrero, Salvador Gómez-Jiménez

Int. J. Comb. Optim. Probl. Informatics, 2024

Convolutional Neural Network Models for Classifying of Peach (Prunus persica L).

Flossi Puma-Ttito, Carlos Guerrero-Mendez, Daniela Lopez-Betancur, Tonatiuh Saucedo-Anaya, Rafael Castaneda-Diaz, Luis Martinez-Ytuza

Proceedings of the Advances in Computational Intelligence. MICAI 2024 International Workshops, 2024

Cleaning Binary Distortion on MNIST Dataset.

Rafael Castaneda-Diaz, Daniela Lopez-Betancur, Carlos Guerrero-Mendez, Efren Gonzalez-Ramirez, Salvador Gómez-Jiménez, Flossi Puma-Ttito

Proceedings of the Advances in Computational Intelligence. MICAI 2024 International Workshops, 2024

2023

Analysis of Convolutional Neural Network Models for Classifying the Quality of Dried Chili Peppers (Capsicum Annuum L).

David J. Navarro-Solís, Carlos Guerrero-Mendez, Tonatiuh Saucedo-Anaya, Daniela Lopez-Betancur, Luis Silva, Antonio Robles-Guerrero, Salvador Gómez-Jiménez

Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023

2022

Salt and Pepper Noise Estimation in a Digital Image Using Convolutional Neural NetworK.

Carlos Guerrero-Mendez, Daniela Lopez-Betancur, Tonatiuh Saucedo-Anaya

Res. Comput. Sci., 2022

2021

Comparación de arquitecturas de redes neuronales convolucionales para el diagnóstico de COVID-19.

Daniela Lopez-Betancur, Rembrandt Bosco Duran, Carlos Guerrero-Mendez, Rogelia Zambrano Rodríguez, Tonatiuh Saucedo-Anaya

Computación y Sistemas, 2021