Ana González-Muñiz

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Clinical Information

Hurricane Katrina

Top Venues

Comput. Electr. Eng.

Publications

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)
Diego García, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José Maria Enguita, Ana González-Muñiz, Manuel Domínguez
Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation. 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)
Diego Garcia-Perez, Daniel Pérez-López, Ignacio Díaz Blanco, Ana González-Muñiz, Manuel Domínguez-González, Abel Alberto Cuadrado Vega
Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings. IEEE Trans. Smart Grid 12 (3) (2021)
Ricard Vilalta, Ramon Casellas, Ricardo Martínez, Raul Muñoz, Ana González-Muñiz, Juan P. Fernández Palacios
Optical Network Telemetry with Streaming Mechanisms using Transport API and Kafka. ECOC (2021)