Daniel Pérez

27 papers B 3C 7Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
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
2024 J jnl
Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder.
Integr. Comput. Aided Eng.
Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
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 C conf
Hierarchical Prediction in Incomplete Submetering Systems Using a CNN.
EANN
Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
2022 C conf
Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network.
EANN
Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
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
Environment for Education on Industry 4.0.
IEEE Access
Juan José Fuertes, Miguel Ángel Prada, José Ramón Rodríguez-Ossorio, Raúl González-Herbón, Daniel Pérez, Manuel Domínguez
2021 J jnl
Evaluation of feature learning for anomaly detection in network traffic.
Evol. Syst.
Daniel Pérez, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan J. Fuertes-Martínez, Manuel Domínguez
2021 J jnl
Virtual sensor for probabilistic estimation of the evaporation in cooling towers.
Integr. Comput. Aided Eng.
Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
2020 J jnl
Estimating cooling production and monitoring efficiency in chillers using a soft sensor.
Neural Comput. Appl.
Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez
2020 J jnl
Feature Extraction from Building Submetering Networks Using Deep Learning.
Sensors
Antonio Morán Álvarez, Serafín Alonso, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
2020 C conf
Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network.
EANN
Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Juan J. Fuertes-Martínez, Manuel Domínguez
2019 J jnl
A Deep Learning Approach for Fusing Sensor Data from Screw Compressors.
Sensors
Serafín Alonso, Daniel Pérez, Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez
2019 C conf
Comparison of Network Intrusion Detection Performance Using Feature Representation.
EANN
Daniel Pérez, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
2019 C conf
Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers.
EANN
Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Perfecto Reguera, Ignacio Díaz Blanco, Manuel Domínguez
2018 — conf
A Real-Time Algorithm to Detect Falls in the Elderly.
MeMeA
Alberto López, Daniel Pérez, Francisco Javier Ferrero Martín, Octavian Postolache
2018 — conf
Automatic measurement of fish size using stereo vision.
I2MTC
Daniel Pérez, Francisco Javier Ferrero Martín, Ignacio Alvarez, Marta Valledor, Juan Carlos Campo Rodriguez
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 J jnl
Evaluating Interactive Visualization of Multidimensional Data Projection with Feature Transformation.
Multimodal Technol. Interact.
Kai Xu, Leishi Zhang, Daniel Pérez, Phong H. Nguyen, Adam Ogilvie-Smith
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
2015 J jnl
Interactive feature space extension for multidimensional data projection.
Neurocomputing
Daniel Pérez, Leishi Zhang, Matthias Schäfer, Tobias Schreck, Daniel A. Keim, Ignacio Díaz Blanco
2014 B conf
Interactive dimensionality reduction for visual analytics.
ESANN
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel Pérez, Francisco J. García-Fernández, Michel Verleysen
2013 — conf
Interactive Visualization and Feature Transformation for Multidimensional Data Projection.
VAMP@EuroVis
Daniel Pérez, Leishi Zhang, Matthias Schäfer, Tobias Schreck, Daniel A. Keim, Ignacio Díaz Blanco
2013 J jnl
Visual analysis of a cold rolling process using a dimensionality reduction approach.
Eng. Appl. Artif. Intell.
Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González
2012 C conf
Visual Analysis of a Cold Rolling Process Using Data-Based Modeling.
EANN
Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González
2011 C conf
Time-Frequency Analysis of Hot Rolling Using Manifold Learning.
EANN
Francisco J. García-Fernández, Ignacio Díaz Blanco, Ignacio Álvarez, Daniel Pérez, Daniel G. Ordonez, Manuel Domínguez-González