Luis Balderas

According to our database, Luis Balderas authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

An Efficient Green AI Approach to Time Series Forecasting Based on Deep Learning.

Luis Balderas, Miguel Lastra, José Manuel Benítez

Big Data Cogn. Comput., September, 2024

Optimizing dense feed-forward neural networks.

Luis Balderas, Miguel Lastra, José Manuel Benítez

Neural Networks, 2024

Optimizing Convolutional Neural Network Architecture.

Luis Balderas, Miguel Lastra, José Manuel Benítez

CoRR, 2024

Reliable central nervous system tumor diagnosis on MRI images with Deep Neural Networks and Conformal Prediction.

Luis Balderas, María Moreno de Castro, Miguel Lastra, José Pablo Martínez, Francisco Javier Pérez, Antonio Láinez, Antonio Arauzo-Azofra, José Manuel Benítez

Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

Can persistent homology whiten Transformer-based black-box models? A case study on BERT compression.

Luis Balderas, Miguel Lastra, José Manuel Benítez

CoRR, 2023

2022

COVID-ViT: COVID-19 Detection Method Based on Vision Transformers.

Luis Balderas, Miguel Lastra, Antonio J. Láinez-Ramos-Bossini, José Manuel Benítez

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022