Concepedia
Statistics
Publications
5
Citations
229
H-Index
Active since
2020
Affiliations
Universidad de Oviedo(Current)
Universidad de León
Diego García-Pérez is an author at Universidad de Oviedo specializing in machine learning, autoencoders, and computing.
Publications per year
2020–2024
Health indicator for machine condition monitoring built in the latent space of a deep autoencoder
Ana González, Ignacio Díaz, Abel A. Cuadrado et al. · Reliability Engineering & System Safety · 2022 · 96 citations · Full text
Computing, Computer Science, Feature Engineering +16
Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings
Diego García-Pérez, Daniel Pérez, Ignacio Díaz et al. · IEEE Transactions on Smart Grid · 2020 · 75 citations · Full text
Architecture, Architectural Engineering, Building Science +17
Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders
Ana González, Ignacio Díaz, Abel A. Cuadrado et al. · Computers & Electrical Engineering · 2022 · 33 citations · Full text
Computing, Computer Science, Systems Engineering +14
Machine Learning for Inverter-Fed Motors Monitoring and Fault Detection: An Overview
Diego García-Pérez, Mariam Saeed, Ignacio Díaz et al. · IEEE Access · 2024 · 15 citations · Full text
Engineering, Electrical Engineering, Visualization +17
Conditioned fully convolutional denoising autoencoder for multi-target NILM
Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou et al. · Neural Computing and Applications · 2024 · 10 citations · Full text
Computing, Computer Science, Energy Management +16
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