Diego García-Pérez

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Clinical Information

Visual Analytics

Fault Detection

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Electr. Eng.

Publications

Diego García-Pérez, Mariam Saeed, Ignacio Díaz Blanco, José M. Enguita, Juan Manuel Guerrero, Fernando Briz
Machine Learning for Inverter-Fed Motors Monitoring and Fault Detection: An Overview. IEEE Access 12 (2024)
Ignacio Díaz, José M. Enguita, Abel A. Cuadrado, Diego García-Pérez, Ana González, Nuria Valdés, María D. Chiara
Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Ignacio Díaz Blanco, José M. Enguita, Abel A. Cuadrado, Diego García-Pérez, Ana González-Muñiz
Visual Analytics Tools for the Study of Complex Problems in Engineering and Biomedicine. AIAI Workshops (2023)
Ana González-Muñiz, José María Enguita, Ignacio Díaz Blanco, Diego García-Pérez, Abel Alberto Cuadrado Vega, Nuria Valdés, María D. Chiara
Visualizing Cell Motility Patterns from Time Lapse Videos with Interactive 2D Maps Generated with Deep Autoencoders. AIAI Workshops (2023)
Ana González-Muñiz, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Diego García-Pérez, Daniel Pérez
Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders. Comput. Electr. Eng. 101 (2022)
Ignacio Díaz Blanco, José M. Enguita, Diego García-Pérez, Maria Dolores Chiara-Romero, Nuria Valdés, Ana González-Muñiz, Abel Alberto Cuadrado Vega
Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave. ESANN (2022)
Ana González-Muñiz, Ignacio Díaz Blanco, Abel A. Cuadrado, Diego García-Pérez
Health indicator for machine condition monitoring built in the latent space of a deep autoencoder. Reliab. Eng. Syst. Saf. 224 (2022)
Ignacio Díaz Blanco, José M. Enguita, Diego García-Pérez, Ana González-Muñiz, Abel Alberto Cuadrado Vega, Maria Dolores Chiara-Romero, Nuria Valdés
Interactive dual projections for gene expression analysis. ESANN (2022)