Abel Alberto Cuadrado Vega

31 papers B 9C 4Misc 1Journal 8Unranked 9

Year	Rank	Type	Title / 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