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ORCIDAbel Alberto Cuadrado Vega
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Journal Articles
- 2023
[j11]Ignacio Díaz Blanco
, José M. Enguita, Abel A. Cuadrado, Diego García-Pérez, Ana González, Nuria Valdés, María D. Chiara:
Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction. IEEE J. Biomed. Health Informatics 27(6): 3083-3092 (2023)- 2022
- [j10]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: 108065 (2022) - [j9]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: 108482 (2022) - 2021
- [j8]Ignacio Díaz Blanco, José M. Enguita, Ana González, Diego García-Pérez, Abel A. Cuadrado, María D. Chiara, Nuria Valdés:
Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets. Bioinform. 37(11): 1571-1580 (2021) - [j7]Diego García-Pérez, 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): 2722-2731 (2021) - 2018
- [j6]Daniel Pérez, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, José L. Rendueles, Diego García-Pérez:
Interactive data visualization of chatter conditions in a cold rolling mill. Comput. Ind. 103: 86-96 (2018) - 2016
- [j5]Pablo Garcia, Pablo Arboleya, Bassam Mohamed, Abel Alberto Cuadrado Vega:
Implementation of a Hybrid Distributed/Centralized Real-Time Monitoring System for a DC/AC Microgrid With Energy Storage Capabilities. IEEE Trans. Ind. Informatics 12(5): 1900-1909 (2016) - 2013
- [j4]Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González:
Visual analysis of a cold rolling process using a dimensionality reduction approach. Eng. Appl. Artif. Intell. 26(8): 1865-1871 (2013) - 2010
- [j3]Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Miguel A. Prada, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes. Eng. Appl. Artif. Intell. 23(1): 8-17 (2010) - 2008
- [j2]Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Juan J. Fuertes-Martínez:
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes. Expert Syst. Appl. 34(4): 2953-2965 (2008) - 2007
- [j1]Manuel Domínguez-González, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Internet-based remote supervision of industrial processes using self-organizing maps. Eng. Appl. Artif. Intell. 20(6): 757-765 (2007)
Conference and Workshop Papers
- 2023
- [c22]Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José María Enguita, Ana González-Muñiz, Manuel Domínguez:
Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation. AIAI Workshops 2023: 421-433 - [c21]José María Enguita, Ignacio Díaz Blanco, Diego García-Pérez, Abel Alberto Cuadrado Vega, José Ramón Rodríguez:
Principal Component Modes of Reservoir Dynamics in Reservoir Computing. AIAI Workshops 2023: 434-445 - [c20]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: 446-457 - [c19]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: 458-468 - 2022
- [c18]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 - [c17]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 - 2018
- [c16]Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Diego García-Pérez, Manuel Domínguez-González:
Interactive dimensionality reduction of large datasets using interpolation. ESANN 2018 - 2017
- [c15]Diego García-Pérez, Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Manuel Domínguez-González:
Latent variable analysis in hospital electric power demand using non-negative matrix factorization. ESANN 2017 - 2016
- [c14]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Michel Verleysen:
A state-space model on interactive dimensionality reduction. ESANN 2016 - 2014
- [c13]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel Pérez, Francisco J. García-Fernández, Michel Verleysen:
Interactive dimensionality reduction for visual analytics. ESANN 2014 - 2012
- [c12]Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González:
Visual Analysis of a Cold Rolling Process Using Data-Based Modeling. EANN 2012: 244-253 - [c11]Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez:
MorphingProjections: Interactive Visualization of Electric Power Demand Time Series. EuroVis (Short Papers) 2012 - 2011
- [c10]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Manuel Domínguez-González:
Manifold Learning for Visualization of Vibrational States of a Rotating Machine. ICANN (2) 2011: 285-292 - 2010
- [c9]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Manuel Domínguez-González, Juan J. Fuertes-Martínez, Miguel A. Prada:
Visualization of Changes in Process Dynamics Using Self-Organizing Maps. ICANN (2) 2010: 343-352 - 2009
- [c8]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Miguel A. Prada:
Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps. EANN 2009: 119-130 - 2007
- [c7]Juan J. Fuertes-Martínez, Miguel A. Prada, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Modeling of Dynamics Using Process State Projection on the Self Organizing Map. ICANN (1) 2007: 589-598 - [c6]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo:
Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps. ICANN (1) 2007: 609-617 - 2004
- [c5]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González:
Visualizing Knowledge for Data Mining using Dimension Reduction Mappings. IRI 2004: 235-240 - 2003
- [c4]Sergio R. Cuesta, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez:
A visual approach for fuzzy rule induction. ETFA (2) 2003: 761-767 - 2002
- [c3]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González:
Correlation Visualization of High Dimensional Data Using Topographic Maps. ICANN 2002: 1005-1012 - 2001
- [c2]Abel Alberto Cuadrado Vega, Ignacio Díaz Blanco, Alberto B. Diez González, Faustino Obeso, Juan A. González:
Fuzzy inference maps for condition monitoring with self-organizing maps. EUSFLAT Conf. 2001: 55-58 - [c1]Ignacio Díaz Blanco, Alberto B. Diez González, Abel Alberto Cuadrado Vega:
Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions. ICANN 2001: 443-449
Coauthor Index
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