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ResearcherID: I-2417-2015

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Employment (2)

University of Leon: León, León, ES

2018-01-01 to present
Employment
Source: Self-asserted source
Daniel Pérez

University of Oviedo: Gijón , Asturias , ES

2006-03-01 to 2017-12-31 | Researcher
Employment
Source: Self-asserted source
Daniel Pérez

Works (20)

Conditioned fully convolutional denoising autoencoder for multi-target NILM

Neural Computing and Applications
2024-12-05 | Journal article
DOI: 10.1007/s00521-024-10552-0
Contributors: Diego García; Daniel Pérez; Panagiotis Papapetrou; Ignacio Díaz; Abel A. Cuadrado; José M. Enguita; Manuel Domínguez
Source: check_circle
Crossref

Hierarchical Prediction in Incomplete Submetering Systems Using a CNN

2023 | Book chapter
DOI: 10.1007/978-3-031-34204-2_21
Contributors: Serafín Alonso; Antonio Morán; Daniel Pérez; Miguel A. Prada; Juan J. Fuertes; Manuel Domínguez
Source: check_circle
Crossref

Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network

2022 | Book chapter
DOI: 10.1007/978-3-031-08223-8_21
Contributors: Serafín Alonso; Antonio Morán; Daniel Pérez; Miguel A. Prada; Juan J. Fuertes; Manuel Domínguez
Source: check_circle
Crossref

Evaluation of feature learning for anomaly detection in network traffic

Evolving Systems
2021-03-22 | Journal article
DOI: 10.1007/s12530-020-09342-5
Contributors: Daniel Pérez; Serafín Alonso; Antonio Morán; Miguel A. Prada; Juan José Fuertes; Manuel Domínguez
Source: check_circle
Crossref

Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network

2020 | Book chapter
DOI: 10.1007/978-3-030-48791-1_11
Contributors: Serafí­n Alonso; Antonio Morán; Daniel Pérez; Miguel A. Prada; Juan J. Fuertes; Manuel Domí­nguez
Source: check_circle
Crossref

Feature Extraction from Building Submetering Networks Using Deep Learning

Sensors
2020-06-30 | Journal article
DOI: 10.3390/s20133665
Contributors: Antonio Morán; Serafín Alonso; Daniel Pérez; Miguel A. Prada; Juan José Fuertes; Manuel Domínguez
Source: check_circle
Crossref

Comparison of Network Intrusion Detection Performance Using Feature Representation

2019 | Book chapter
DOI: 10.1007/978-3-030-20257-6_40
Contributors: Daniel Pérez; Serafín Alonso; Antonio Morán; Miguel A. Prada; Juan José Fuertes; Manuel Domínguez
Source: check_circle
Crossref

Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers

2019 | Book chapter
DOI: 10.1007/978-3-030-20257-6_26
Contributors: Serafín Alonso; Antonio Morán; Daniel Pérez; Perfecto Reguera; Ignacio Díaz; Manuel Domínguez
Source: check_circle
Crossref

A Deep Learning Approach for Fusing Sensor Data from Screw Compressors

Sensors
2019-06-28 | Journal article
DOI: 10.3390/s19132868
Contributors: Serafín Alonso; Daniel Pérez; Antonio Morán; Juan José Fuertes; Ignacio Díaz; Manuel Domínguez
Source: check_circle
Crossref

Interactive data visualization of chatter conditions in a cold rolling mill

Computers in Industry
2018 | Journal article
DOI: 10.1016/j.compind.2018.08.008
WOSUID:

WOS:000453497700007
Contributors: Pérez, Daniel; Díaz, Ignacio; Cuadrado, Abel A.; Rendueles, Jose L.; García, Diego
Source: Self-asserted source
Daniel Pérez via ResearcherID

Interactive visualization for NILM in large buildings using non-negative matrix factorization

Energy and Buildings
2018 | Journal article
DOI: 10.1016/j.enbuild.2018.06.058
WOSUID:

WOS:000445170600008
Contributors: García, Diego; Díaz, Ignacio; Pérez, Daniel; Cuadrado, Abel A.; Domínguez, Manuel; Morán, Antonio
Source: Self-asserted source
Daniel Pérez via ResearcherID

Energy analytics in public buildings using interactive histograms

Energy and Buildings
2017 | Journal article
DOI: 10.1016/j.enbuild.2016.10.026
WOSUID:

WOS:000390624800009
Contributors: Blanco, I. D.; Vega, A. A. C.; Lopez, D. P.; Gonzalez, M. D.; Castro, S. A.; Medrano, M. A. P.
Source: Self-asserted source
Daniel Pérez via ResearcherID

Evaluating Interactive Visualization of Multidimensional Data Projection with Feature Transformation

Multimodal Technologies and Interaction
2017-07 | Journal article
DOI: 10.3390/mti1030013
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Interactive feature space extension for multidimensional data projection

Neurocomputing
2015 | Journal article
DOI: 10.1016/j.neucom.2014.09.061
WOSUID:

WOS:000346952300026
Contributors: Perez, Daniel; Zhang, Leishi; Schaefer, Matthias; Schreck, Tobias; Keim, Daniel; Diaz, Ignacio
Source: Self-asserted source
Daniel Pérez via ResearcherID

Interactive dimensionality reduction for visual analytics

22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings
2014 | Conference paper
Source: Self-asserted source
Daniel Pérez

Power-consumption analysis through web-based visual data exploration

IFAC Proceedings Volumes (IFAC-PapersOnline)
2014 | Conference paper
DOI: 10.3182/20140824-6-za-1003.01267
Source: Self-asserted source
Daniel Pérez

Interactive Visualization and Feature Transformation for Multidimensional Data Projection

EuroVis Workshop on Visual Analytics using Multidimensional Projections
2013 | Conference paper
DOI: 10.2312/PE.VAMP.VAMP2013.021-025
ISBN: 978-3-905674-53-8
Source: Self-asserted source
Daniel Pérez

Visual analysis of a cold rolling process using a dimensionality reduction approach

Engineering Applications of Artificial Intelligence
2013 | Journal article
DOI: 10.1016/j.engappai.2013.05.009
WOSUID:

WOS:000323140700008
Contributors: Perez, Daniel; Garcia-Fernandez, Francisco J.; Diaz, Ignacio; Cuadrado, Abel A.; Ordonez, Daniel G.; Diez, Alberto B.; Dominguez, Manuel
Source: Self-asserted source
Daniel Pérez via ResearcherID

Visual Analysis of a Cold Rolling Process Using Data-Based Modeling

Engineering Applications of Neural Networks
2012 | Journal article
WOSUID:

WOS:000312463700025
Contributors: Perez, Daniel; Garcia-Fernandez, Francisco J.; Diaz, Ignacio; Cuadrado, Abel A.; Ordonez, Daniel G.; Diez, Alberto B.; Dominguez, Manuel; Jayne, C; Yue, S; Iliadis, L
Source: Self-asserted source
Daniel Pérez via ResearcherID

Time-Frequency Analysis of Hot Rolling Using Manifold Learning

Engineering Applications of Neural Networks, Pt I
2011 | Journal article
WOSUID:

WOS:000309322700017
Contributors: Garcia, Francisco J.; Diaz, Ignacio; Alvarez, Ignacio; Perez, Daniel; Ordonez, Daniel G.; Dominguez, Manuel; Iliadis, L; Jayne, C
Source: Self-asserted source
Daniel Pérez via ResearcherID

Peer review (3 reviews for 2 publications/grants)

Review activity for Computers & electrical engineering. (1)
Review activity for Engineering applications of artificial intelligence. (2)
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