Abel Alberto Cuadrado Vega

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 11

Top Topics

Engineering Systems

Interactive Visual

Dimensionality Reduction

Top Venues

Comput. Electr. Eng.

Eng. Appl. Artif. Intell.

Publications

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)
José María Enguita, Ignacio Díaz, Diego García, Abel Alberto Cuadrado Vega, José Ramón Rodríguez
Principal Component Modes of Reservoir Dynamics in Reservoir Computing. AIAI Workshops (2023)
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 (2022)
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)
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)
Diego Garcia-Perez, 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) (2021)
Daniel Pérez, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, José L. Rendueles, Diego García
Interactive data visualization of chatter conditions in a cold rolling mill. Comput. Ind. 103 (2018)
Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Diego Garcia-Perez, Manuel Domínguez-González
Interactive dimensionality reduction of large datasets using interpolation. ESANN (2018)
Diego García, 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)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Michel Verleysen
A state-space model on interactive dimensionality reduction. ESANN (2016)
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) (2016)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel Pérez, Francisco J. García-Fernández, Michel Verleysen
Interactive dimensionality reduction for visual analytics. ESANN (2014)
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) (2013)
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)
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)
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)
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)
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) (2010)
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)
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) (2008)
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)
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) (2007)
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)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González
Visualizing Knowledge for Data Mining using Dimension Reduction Mappings. IRI (2004)
Sergio R. Cuesta, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez
A visual approach for fuzzy rule induction. ETFA (2) (2003)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González
Correlation Visualization of High Dimensional Data Using Topographic Maps. ICANN (2002)
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)
Ignacio Díaz Blanco, Alberto B. Diez González, Abel Alberto Cuadrado Vega
Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions. ICANN (2001)