Fuzzy inference maps for condition monitoring with self-organizing maps. - Abel Alberto Cuadrado Vega; Ignacio Díaz Blanco; Alberto B. Diez González; Faustino Obeso; Juan A. González (EUSFLAT Conf., 2001)

Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions. - Ignacio Díaz Blanco; Alberto B. Diez González; Abel Alberto Cuadrado Vega (ICANN, 2001)

Correlation Visualization of High Dimensional Data Using Topographic Maps. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez González (ICANN, 2002)

A visual approach for fuzzy rule induction. - Sergio R. Cuesta; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez (ETFA (2), 2003)

Visualizing Knowledge for Data Mining using Dimension Reduction Mappings. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez González (IRI, 2004)

Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez González; Juan J. Fuertes-Martínez; Manuel Domínguez-González; Perfecto Reguera-Acevedo (ICANN (1), 2007)

Modeling of Dynamics Using Process State Projection on the Self Organizing Map. - Juan J. Fuertes-Martínez; Miguel A. Prada; Manuel Domínguez-González; Perfecto Reguera-Acevedo; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega (ICANN (1), 2007)

Internet-based remote supervision of industrial processes using self-organizing maps. - Manuel Domínguez-González; Juan J. Fuertes-Martínez; Perfecto Reguera-Acevedo; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega (Eng. Appl. Artif. Intell., 2007)

A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes. - Ignacio Díaz Blanco; Manuel Domínguez-González; Abel Alberto Cuadrado Vega; Juan J. Fuertes-Martínez (Expert Syst. Appl., 2008)

Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez; Juan J. Fuertes-Martínez; Manuel Domínguez-González; Miguel A. Prada (EANN, 2009)

Visualization of Changes in Process Dynamics Using Self-Organizing Maps. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez González; Manuel Domínguez-González; Juan J. Fuertes-Martínez; Miguel A. Prada (ICANN (2), 2010)

Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes. - Juan J. Fuertes-Martínez; Manuel Domínguez-González; Perfecto Reguera-Acevedo; Miguel A. Prada; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega (Eng. Appl. Artif. Intell., 2010)

Manifold Learning for Visualization of Vibrational States of a Rotating Machine. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez; Manuel Domínguez-González (ICANN (2), 2011)

Visual Analysis of a Cold Rolling Process Using Data-Based Modeling. - Daniel Pérez 001; Francisco J. García-Fernández; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Daniel G. Ordonez; Alberto B. Diez; Manuel Domínguez-González (EANN, 2012)

MorphingProjections: Interactive Visualization of Electric Power Demand Time Series. - Ignacio Díaz Blanco; Manuel Domínguez-González; Abel Alberto Cuadrado Vega; Alberto B. Diez González; Juan J. Fuertes-Martínez (EuroVis (Short Papers), 2012)

Visual analysis of a cold rolling process using a dimensionality reduction approach. - Daniel Pérez 001; Francisco J. García-Fernández; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Daniel G. Ordonez; Alberto B. Diez; Manuel Domínguez-González (Eng. Appl. Artif. Intell., 2013)

Interactive dimensionality reduction for visual analytics. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Daniel Pérez 001; Francisco J. García-Fernández; Michel Verleysen (ESANN, 2014)

A state-space model on interactive dimensionality reduction. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Michel Verleysen (ESANN, 2016)

Implementation of a Hybrid Distributed/Centralized Real-Time Monitoring System for a DC/AC Microgrid With Energy Storage Capabilities. - Pablo Garcia 002; Pablo Arboleya; Bassam Mohamed; Abel Alberto Cuadrado Vega (IEEE Trans. Ind. Informatics, 2016)

Latent variable analysis in hospital electric power demand using non-negative matrix factorization. - Diego García-Pérez; Ignacio Díaz Blanco; Daniel Pérez 001; Abel Alberto Cuadrado Vega; Manuel Domínguez-González (ESANN, 2017)

Interactive dimensionality reduction of large datasets using interpolation. - Ignacio Díaz Blanco; Daniel Pérez 001; Abel Alberto Cuadrado Vega; Diego García-Pérez; Manuel Domínguez-González (ESANN, 2018)

Interactive data visualization of chatter conditions in a cold rolling mill. - Daniel Pérez 001; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; José L. Rendueles; Diego García-Pérez (Comput. Ind., 2018)

Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets. - Ignacio Díaz Blanco; José M. Enguita; Ana González 002; Diego García-Pérez; Abel A. Cuadrado; María D. Chiara; Nuria Valdés (Bioinform., 2021)

Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings. - Diego García-Pérez; Daniel Pérez-López; Ignacio Díaz Blanco; Ana González-Muñiz; Manuel Domínguez-González; Abel Alberto Cuadrado Vega (IEEE Trans. Smart Grid, 2021)

Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave. - Ignacio Díaz Blanco; José M. Enguita; Diego García-Pérez; Maria Dolores Chiara-Romero; Nuria Valdés; Ana González-Muñiz; Abel Alberto Cuadrado Vega (ESANN, 2022)

Interactive dual projections for gene expression analysis. - Ignacio Díaz Blanco; José M. Enguita; Diego García-Pérez; Ana González-Muñiz; Abel Alberto Cuadrado Vega; Maria Dolores Chiara-Romero; Nuria Valdés (ESANN, 2022)

Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders. - Ana González-Muñiz; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Diego García-Pérez; Daniel Pérez 001 (Comput. Electr. Eng., 2022)

Health indicator for machine condition monitoring built in the latent space of a deep autoencoder. - Ana González-Muñiz; Ignacio Díaz Blanco; Abel A. Cuadrado; Diego García-Pérez (Reliab. Eng. Syst. Saf., 2022)

Visual Analytics Tools for the Study of Complex Problems in Engineering and Biomedicine. - Ignacio Díaz Blanco; José M. Enguita; Abel A. Cuadrado; Diego García-Pérez; Ana González-Muñiz (AIAI (Workshops), 2023)

Principal Component Modes of Reservoir Dynamics in Reservoir Computing. - José María Enguita; Ignacio Díaz Blanco; Diego García-Pérez; Abel Alberto Cuadrado Vega; José Ramón Rodríguez (AIAI (Workshops), 2023)

Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation. - Diego García-Pérez; Daniel Pérez 001; Panagiotis Papapetrou; Ignacio Díaz Blanco; Abel A. Cuadrado; José María Enguita; Ana González-Muñiz; Manuel Domínguez 002 (AIAI (Workshops), 2023)

Visualizing Cell Motility Patterns from Time Lapse Videos with Interactive 2D Maps Generated with Deep Autoencoders. - Ana González-Muñiz; José María Enguita; Ignacio Díaz Blanco; Diego García-Pérez; Abel Alberto Cuadrado Vega; Nuria Valdés; María D. Chiara (AIAI (Workshops), 2023)

Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction. - Ignacio Díaz Blanco; José M. Enguita; Abel A. Cuadrado; Diego García-Pérez; Ana González 002; Nuria Valdés; María D. Chiara (IEEE J. Biomed. Health Informatics, 2023)

Analysis of DNA methylation patterns in cancer samples using SOM. - Ignacio Díaz Blanco; José M. Enguita-Gonzalez; Diego García-Pérez; Abel Alberto Cuadrado Vega; Nuria Valdés; Maria Dolores Chiara-Romero (ESANN, 2024)

Trustworthiness Score for Echo State Networks by Analysis of the Reservoir Dynamics. - José M. Enguita-Gonzalez; Diego García-Pérez; Abel Alberto Cuadrado Vega; Daniel García-Peña; José Ramón Rodríguez-Ossorio; Ignacio Díaz Blanco (ESANN, 2024)

Interactive Machine Learning-Powered Dashboard for Energy Analytics in Residential Buildings. - Diego García-Pérez; Ignacio Díaz Blanco; José María Enguita; Jorge Menéndez; Abel Alberto Cuadrado Vega (ESANN, 2024)

Conditioned fully convolutional denoising autoencoder for multi-target NILM. - Diego García-Pérez; Daniel Pérez 001; Panagiotis Papapetrou; Ignacio Díaz Blanco; Abel A. Cuadrado; José M. Enguita; Manuel Domínguez 002 (Neural Comput. Appl., 2025)