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Journal Articles
- 2024
[j8]Javier Civit-Masot
, Francisco Luna-Perejon, Luis Muñoz-Saavedra, Manuel Domínguez-Morales, Antón Civit:
A lightweight xAI approach to cervical cancer classification. Medical Biol. Eng. Comput. 62(8): 2281-2304 (2024)- 2023
- [j7]Luis Muñoz-Saavedra, Elena Escobar-Linero, Lourdes Miro-Amarante, M. Rocío Bohórquez, Manuel Domínguez-Morales:
Designing and evaluating a wearable device for affective state level classification using machine learning techniques. Expert Syst. Appl. 219: 119577 (2023) - [j6]Elena Escobar-Linero, Luis Muñoz-Saavedra, Francisco Luna-Perejón, José Luis Sevillano, Manuel Domínguez-Morales:
Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies. Sensors 23(3): 1678 (2023) - [j5]Luis Muñoz-Saavedra, Elena Escobar-Linero, Javier Civit-Masot, Francisco Luna-Perejón, Antón Civit, Manuel Domínguez-Morales:
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images. Sensors 23(16): 7134 (2023) - 2022
- [j4]Javier Civit-Masot, Alejandro Bañuls-Beaterio, Manuel Domínguez-Morales, Manuel Rivas Pérez, Luis Muñoz-Saavedra, José María Rodríguez Corral:
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques. Comput. Methods Programs Biomed. 226: 107108 (2022) - [j3]Elena Escobar-Linero, Francisco Luna-Perejón, Luis Muñoz-Saavedra, José Luis Sevillano, Manuel Domínguez-Morales:
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems. Eng. Appl. Artif. Intell. 114: 105170 (2022) - 2021
- [j2]Francisco Luna-Perejón, Luis Muñoz-Saavedra, Jose M. Castellano-Domínguez, Manuel Domínguez-Morales:
IoT garment for remote elderly care network. Biomed. Signal Process. Control. 69: 102848 (2021) - [j1]Francisco Luna-Perejón, Luis Muñoz-Saavedra, Javier Civit-Masot, Antón Civit, Manuel Domínguez-Morales:
AnkFall - Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks. Sensors 21(5): 1889 (2021)
Conference and Workshop Papers
- 2019
- [c1]Francisco Luna-Perejon, Javier Civit-Masot, Luis Muñoz-Saavedra, Lourdes Duran-Lopez, Isabel Amaya-Rodriguez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit Balcells, Manuel Jesus Domínguez-Morales:
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. IJCCI 2019: 536-541
Informal and Other Publications
- 2024
- [i1]Miguel Civit, Luis Muñoz-Saavedra, Francisco Cuadrado, Charles Tijus, María José Escalona:
A Framework for AI assisted Musical Devices. CoRR abs/2407.16899 (2024)
Coauthor Index
aka: Manuel Jesus Domínguez-Morales
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