Diego García-Pérez

23 papers B 9Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 B conf
CACTUS: A Context-Aware Framework for Counterfactual Explanations Across Diverse Prediction Domains.
DS
Diego García-Pérez, Zhendong Wang, José M. Enguita-Gonzalez
2025 J jnl
CRITS: Convolutional Rectifier for Interpretable Time Series Classification.
CoRR
Alejandro Kuratomi, Zed Lee, Guilherme Dinis Junior, Tony Lindgren, Diego García-Pérez
2025 J jnl
Conditioned fully convolutional denoising autoencoder for multi-target NILM.
Neural Comput. Appl.
Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José M. Enguita, Manuel Domínguez
2025 J jnl
Some theoretical improvements on the tightness of PAC-Bayes risk certificates for neural networks.
CoRR
Diego García-Pérez, Emilio Parrado-Hernández, John Shawe-Taylor
2024 B conf
Analysis of DNA methylation patterns in cancer samples using SOM.
ESANN
Ignacio Díaz Blanco, José M. Enguita-Gonzalez, Diego García-Pérez, Abel Alberto Cuadrado Vega, Nuria Valdés, Maria Dolores Chiara-Romero
2024 B conf
Human Activity Recognition from Thigh and Wrist Accelerometry.
ESANN
Alejandro Castellanos Alonso, Antonio M. López, Diego García-Pérez, Diego Álvarez, Juan Carlos Alvarez
2024 B conf
Interactive Machine Learning-Powered Dashboard for Energy Analytics in Residential Buildings.
ESANN
Diego García-Pérez, Ignacio Díaz Blanco, José María Enguita, Jorge Menéndez, Abel Alberto Cuadrado Vega
2024 J jnl
Machine Learning for Inverter-Fed Motors Monitoring and Fault Detection: An Overview.
IEEE Access
Diego García-Pérez, Mariam Saeed, Ignacio Díaz Blanco, José M. Enguita, Juan Manuel Guerrero, Fernando Briz
2024 B conf
Trustworthiness Score for Echo State Networks by Analysis of the Reservoir Dynamics.
ESANN
José M. Enguita-Gonzalez, Diego García-Pérez, Abel Alberto Cuadrado Vega, Daniel García-Peña, José Ramón Rodríguez-Ossorio, Ignacio Díaz Blanco
2023 — conf
Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation.
AIAI (Workshops)
Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José María Enguita, Ana González-Muñiz, Manuel Domínguez
2023 J jnl
Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction.
IEEE J. Biomed. Health Informatics
Ignacio Díaz Blanco, José M. Enguita, Abel A. Cuadrado, Diego García-Pérez, Ana González, Nuria Valdés, María D. Chiara
2023 — conf
Principal Component Modes of Reservoir Dynamics in Reservoir Computing.
AIAI (Workshops)
José María Enguita, Ignacio Díaz Blanco, Diego García-Pérez, Abel Alberto Cuadrado Vega, José Ramón Rodríguez
2023 — conf
Visual Analytics Tools for the Study of Complex Problems in Engineering and Biomedicine.
AIAI (Workshops)
Ignacio Díaz Blanco, José M. Enguita, Abel A. Cuadrado, Diego García-Pérez, Ana González-Muñiz
2023 — conf
Visualizing Cell Motility Patterns from Time Lapse Videos with Interactive 2D Maps Generated with Deep Autoencoders.
AIAI (Workshops)
Ana González-Muñiz, José María Enguita, Ignacio Díaz Blanco, Diego García-Pérez, Abel Alberto Cuadrado Vega, Nuria Valdés, María D. Chiara
2022 J jnl
Health indicator for machine condition monitoring built in the latent space of a deep autoencoder.
Reliab. Eng. Syst. Saf.
Ana González-Muñiz, Ignacio Díaz Blanco, Abel A. Cuadrado, Diego García-Pérez
2022 B conf
Interactive dual projections for gene expression analysis.
ESANN
Ignacio Díaz Blanco, José M. Enguita, Diego García-Pérez, Ana González-Muñiz, Abel Alberto Cuadrado Vega, Maria Dolores Chiara-Romero, Nuria Valdés
2022 B conf
Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave.
ESANN
Ignacio Díaz Blanco, José M. Enguita, Diego García-Pérez, Maria Dolores Chiara-Romero, Nuria Valdés, Ana González-Muñiz, Abel Alberto Cuadrado Vega
2022 J jnl
Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders.
Comput. Electr. Eng.
Ana González-Muñiz, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Diego García-Pérez, Daniel Pérez
2021 J jnl
Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings.
IEEE Trans. Smart Grid
Diego García-Pérez, Daniel Pérez-López, Ignacio Díaz Blanco, Ana González-Muñiz, Manuel Domínguez-González, Abel Alberto Cuadrado Vega
2021 J jnl
Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets.
Bioinform.
Ignacio Díaz Blanco, José M. Enguita, Ana González, Diego García-Pérez, Abel A. Cuadrado, María D. Chiara, Nuria Valdés
2018 J jnl
Interactive data visualization of chatter conditions in a cold rolling mill.
Comput. Ind.
Daniel Pérez, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, José L. Rendueles, Diego García-Pérez
2018 B conf
Interactive dimensionality reduction of large datasets using interpolation.
ESANN
Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Diego García-Pérez, Manuel Domínguez-González
2017 B conf
Latent variable analysis in hospital electric power demand using non-negative matrix factorization.
ESANN
Diego García-Pérez, Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Manuel Domínguez-González