Miguel A. Gutiérrez Naranjo
Universidad de Sevilla
H-index: 25
Europe-Spain
Top articles of Miguel A. Gutiérrez Naranjo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
SIMAP: A simplicial-map layer for neural networks | arXiv preprint arXiv:2403.15083 | Rocio GonzalezDiaz Miguel A Gutiérrez-Naranjo Eduardo Paluzo-Hidalgo | 2024/3 |
An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning | arXiv preprint arXiv:2403.15150 | Víctor Toscano-Durán Javier Perera-Lago Rocio Paluzo-Hidalgo Eduardo Gonzalez-Diaz | 2024/3 |
Trainable and explainable simplicial map neural networks | Information Sciences | Eduardo Paluzo-Hidalgo Miguel A. Gutiérrez-Naranjo Rocio Gonzalez-Diaz | 2024/5 |
A Membrane Computing Approach to the Generalized Nash Equilibrium | arXiv preprint arXiv:2404.17671 | Alejandro Luque-Cerpa Miguel A Gutiérrez-Naranjo | 2024/4/26 |
Prediction of head and neck cancer with Deep Active Learning | Enrique Arroyo Escribano Miguel Angel Gutiérrez Naranjo Miguel Cárdenas Montes | 2023/1/8 | |
The metric-aware kernel-width choice for LIME | Aurelio Barrera Vicen Eduardo Paluzo Hidalgo Miguel Ángel Gutiérrez Naranjo | 2023 | |
Explainability in Simplicial Map Neural Networks | arXiv preprint arXiv:2306.00010 | Eduardo Paluzo-Hidalgo Miguel A Gutiérrez-Naranjo Rocio Gonzalez-Diaz | 2023/5/29 |
PBIL for optimizing inception module in convolutional neural networks | Logic Journal of the IGPL | Pedro García-Victoria Miguel A Gutiérrez-Naranjo Miguel Cárdenas-Montes Roberto A Vasco-Carofilis | 2023/4 |
Deep learning applied to intracranial hemorrhage detection | Journal of Imaging | Luis Cortés-Ferre Miguel Angel Gutiérrez-Naranjo Juan José Egea-Guerrero Soledad Pérez-Sánchez Marcin Balcerzyk | 2023/2/7 |
Dynamic Price of Parking Service based on Deep Learning | arXiv preprint arXiv:2201.04188 | Alejandro Luque-Cerpa Miguel A Gutiérrez-Naranjo Miguel Cárdenas-Montes | 2022/1/11 |
ALLERDET: a novel web app for prediction of protein allergenicity | Journal of Biomedical Informatics | Francisco M Garcia-Moreno Miguel A Gutiérrez-Naranjo | 2022/11/1 |
Topology-based representative datasets to reduce neural network training resources | Neural Computing and Applications | Rocio Gonzalez-Diaz Miguel A Gutiérrez-Naranjo Eduardo Paluzo-Hidalgo | 2022/9 |
Evolutionary game theory in a cell: A membrane computing approach | Information Sciences | Pedro García-Victoria Matteo Cavaliere Miguel A Gutiérrez-Naranjo Miguel Cárdenas-Montes | 2022/4/1 |
Nature-Inspired Computation: two cases | Pedro García Victoria Miguel Angel Gutiérrez Naranjo Miguel Cárdenas Montes | 2021/12/7 | |
Optimizing the simplicial-map neural network architecture | Journal of Imaging | Eduardo Paluzo-Hidalgo Rocio Gonzalez-Diaz Miguel A Gutiérrez-Naranjo Jónathan Heras | 2021/9/1 |
Simplicial-map neural networks robust to adversarial examples | Mathematics | Eduardo Paluzo-Hidalgo Rocio Gonzalez-Diaz Miguel A Gutiérrez-Naranjo Jónathan Heras | 2021/1/15 |
Optimización Automática de Hiperparámetros en Modelos de Aprendizaje Automático mediante PBIL | Roberto Andrés Vasco Carofilis Miguel Angel Gutiérrez Naranjo Miguel Cárdenas Montes | 2020/12/3 | |
PBIL for optimizing hyperparameters of convolutional neural networks and STL decomposition | Roberto A Vasco-Carofilis Miguel A Gutiérrez-Naranjo Miguel Cárdenas-Montes | 2020/11/4 | |
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach | Neural Networks | Eduardo Paluzo-Hidalgo Rocio Gonzalez-Diaz Miguel A Gutiérrez-Naranjo | 2020/7/22 |
Logic negation with spiking neural P systems | Neural Processing Letters | Daniel Rodríguez-Chavarría Miguel A Gutiérrez-Naranjo Joaquín Borrego-Díaz | 2020/10 |
Co-Authors
