Abel Alberto Cuadrado Vega

31 papers B 9C 4Misc 1Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
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
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 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
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
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 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
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
2016 B conf
A state-space model on interactive dimensionality reduction.
ESANN
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Michel Verleysen
2016 J jnl
Implementation of a Hybrid Distributed/Centralized Real-Time Monitoring System for a DC/AC Microgrid With Energy Storage Capabilities.
IEEE Trans. Ind. Informatics
Pablo Garcia, Pablo Arboleya, Bassam Mohamed, Abel Alberto Cuadrado Vega
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 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 — conf
MorphingProjections: Interactive Visualization of Electric Power Demand Time Series.
EuroVis (Short Papers)
Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez
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 — conf
Manifold Learning for Visualization of Vibrational States of a Rotating Machine.
ICANN (2)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Manuel Domínguez-González
2010 J jnl
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes.
Eng. Appl. Artif. Intell.
Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Miguel A. Prada, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega
2010 — conf
Visualization of Changes in Process Dynamics Using Self-Organizing Maps.
ICANN (2)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Manuel Domínguez-González, Juan J. Fuertes-Martínez, Miguel A. Prada
2009 C conf
Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps.
EANN
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Miguel A. Prada
2008 J jnl
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes.
Expert Syst. Appl.
Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Juan J. Fuertes-Martínez
2007 J jnl
Internet-based remote supervision of industrial processes using self-organizing maps.
Eng. Appl. Artif. Intell.
Manuel Domínguez-González, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega
2007 — conf
Modeling of Dynamics Using Process State Projection on the Self Organizing Map.
ICANN (1)
Juan J. Fuertes-Martínez, Miguel A. Prada, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega
2007 — conf
Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps.
ICANN (1)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo
2004 Misc conf
Visualizing Knowledge for Data Mining using Dimension Reduction Mappings.
IRI
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González
2003 — conf
A visual approach for fuzzy rule induction.
ETFA (2)
Sergio R. Cuesta, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez
2002 C conf
Correlation Visualization of High Dimensional Data Using Topographic Maps.
ICANN
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González
2001 C conf
Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions.
ICANN
Ignacio Díaz Blanco, Alberto B. Diez González, Abel Alberto Cuadrado Vega
2001 — conf
Fuzzy inference maps for condition monitoring with self-organizing maps.
EUSFLAT Conf.
Abel Alberto Cuadrado Vega, Ignacio Díaz Blanco, Alberto B. Diez González, Faustino Obeso, Juan A. González