On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems. - Elena Escobar-Linero; Francisco Luna-Perejón; Luis Muñoz-Saavedra; José Luis Sevillano; Manuel Domínguez-Morales (Eng. Appl. Artif. Intell., 2022)

Worker's physical fatigue classification using neural networks. - Elena Escobar-Linero; Manuel Domínguez-Morales; José Luis Sevillano (Expert Syst. Appl., 2022)

Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies. - Elena Escobar-Linero; Luis Muñoz-Saavedra; Francisco Luna-Perejón; José Luis Sevillano; Manuel Domínguez-Morales (Sensors, 2023)

Smart Shoe Insole Based on Polydimethylsiloxane Composite Capacitive Sensors. - Francisco Luna-Perejón; Blas Salvador-Domínguez; Fernando Perez-Peña; José María Rodríguez Corral; Elena Escobar-Linero; Arturo Morgado Estevez (Sensors, 2023)

Designing and evaluating a wearable device for affective state level classification using machine learning techniques. - Luis Muñoz-Saavedra; Elena Escobar-Linero; Lourdes Miro-Amarante; M. Rocío Bohórquez; Manuel Domínguez-Morales (Expert Syst. Appl., 2023)

A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images. - Luis Muñoz-Saavedra; Elena Escobar-Linero; Javier Civit-Masot; Francisco Luna-Perejón; Antón Civit; Manuel Domínguez-Morales (Sensors, 2023)