Abel Alberto Cuadrado Vega

Nuria Valdés

María D. Chiara

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation.

[BibT_eX]

[DOI]

Panagiotis Papapetrou

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Principal Component Modes of Reservoir Dynamics in Reservoir Computing.

[BibT_eX]

[DOI]

José María Enguita

José Ramón Rodríguez

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Visual Analytics Tools for the Study of Complex Problems in Engineering and Biomedicine.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

2022

Health indicator for machine condition monitoring built in the latent space of a deep autoencoder.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2022

Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders.

[BibT_eX]

[DOI]

Ana González-Muñiz

Comput. Electr. Eng., 2022

Interactive dual projections for gene expression analysis.

[BibT_eX]

[DOI]

Maria Dolores Chiara-Romero

Nuria Valdés

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave.

[BibT_eX]

[DOI]

José M. Enguita

Maria Dolores Chiara-Romero

Nuria Valdés

Ana González-Muñiz

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2021

Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets.

[BibT_eX]

[DOI]

Bioinform., 2021

2018

Interactive data visualization of chatter conditions in a cold rolling mill.

[BibT_eX]

[DOI]

José L. Rendueles

Comput. Ind., 2018

Interactive dimensionality reduction of large datasets using interpolation.

[BibT_eX]

[DOI]

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

Latent variable analysis in hospital electric power demand using non-negative matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Implementation of a Hybrid Distributed/Centralized Real-Time Monitoring System for a DC/AC Microgrid With Energy Storage Capabilities.

[BibT_eX]

[DOI]

Pablo Garcia

Pablo Arboleya

Bassam Mohamed

IEEE Trans. Ind. Informatics, 2016

A state-space model on interactive dimensionality reduction.

[BibT_eX]

[DOI]

Michel Verleysen

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2014

Interactive dimensionality reduction for visual analytics.

[BibT_eX]

[DOI]

Francisco J. García-Fernández

Michel Verleysen

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

Visual analysis of a cold rolling process using a dimensionality reduction approach.

[BibT_eX]

[DOI]

Francisco J. García-Fernández

Daniel G. Ordonez

Eng. Appl. Artif. Intell., 2013

2012

MorphingProjections: Interactive Visualization of Electric Power Demand Time Series.

[BibT_eX]

[DOI]

Proceedings of the 14th Eurographics Conference on Visualization, 2012

Visual Analysis of a Cold Rolling Process Using Data-Based Modeling.

[BibT_eX]

[DOI]

Francisco J. García-Fernández

Daniel G. Ordonez

Proceedings of the Engineering Applications of Neural Networks, 2012

2011

Manifold Learning for Visualization of Vibrational States of a Rotating Machine.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2010

Visualization of Changes in Process Dynamics Using Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2010

2009

Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2009

2008

A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2008

2007

Internet-based remote supervision of industrial processes using self-organizing maps.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2007

Modeling of Dynamics Using Process State Projection on the Self Organizing Map.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

2004

Visualizing Knowledge for Data Mining using Dimension Reduction Mappings.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

2003

A visual approach for fuzzy rule induction.

[BibT_eX]

[DOI]

Sergio R. Cuesta

Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

2002

Correlation Visualization of High Dimensional Data Using Topographic Maps.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

2001

Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2001

Fuzzy inference maps for condition monitoring with self-organizing maps.

[BibT_eX]

[DOI]