default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDIgnacio Díaz Blanco
Person information
- affiliation: University of Oviedo, Gijón, Spain
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j18]Diego García-Pérez
, Mariam Saeed, Ignacio Díaz Blanco, José M. Enguita, Juan Manuel Guerrero, Fernando Briz:
Machine Learning for Inverter-Fed Motors Monitoring and Fault Detection: An Overview. IEEE Access 12: 27167-27179 (2024)- [c34]José Ramón Rodríguez-Ossorio, Claudio Gallicchio, Antonio Morán, Ignacio Díaz Blanco, Juan José Fuertes, Manuel Domínguez:
Deep Echo State Networks for Modelling of Industrial Systems. EANN 2024: 106-119 - 2023
- [j17]Ignacio Díaz Blanco, José M. Enguita, Abel A. Cuadrado, Diego García-Pérez, Ana González, Nuria Valdés, María D. Chiara:
Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction. IEEE J. Biomed. Health Informatics 27(6): 3083-3092 (2023) - [c33]José Ramón Rodríguez-Ossorio, Antonio Morán, Juan José Fuertes, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez:
Adaptive Model for Industrial Systems Using Echo State Networks. EANN 2023: 367-378 - [c32]Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José María Enguita, Ana González-Muñiz, Manuel Domínguez:
Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation. AIAI Workshops 2023: 421-433 - [c31]José María Enguita, Ignacio Díaz Blanco, Diego García-Pérez, Abel Alberto Cuadrado Vega, José Ramón Rodríguez:
Principal Component Modes of Reservoir Dynamics in Reservoir Computing. AIAI Workshops 2023: 434-445 - [c30]Ignacio Díaz Blanco, José M. Enguita, Abel A. Cuadrado, Diego García-Pérez, Ana González-Muñiz:
Visual Analytics Tools for the Study of Complex Problems in Engineering and Biomedicine. AIAI Workshops 2023: 446-457 - [c29]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: 458-468 - 2022
- [j16]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: 108065 (2022) - [j15]Ana González-Muñiz, Ignacio Díaz Blanco, Abel A. Cuadrado, Diego García-Pérez:
Health indicator for machine condition monitoring built in the latent space of a deep autoencoder. Reliab. Eng. Syst. Saf. 224: 108482 (2022) - [c28]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 - [c27]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 - 2021
- [j14]Ignacio Díaz Blanco, José M. Enguita, Ana González, Diego García-Pérez, Abel A. Cuadrado, María D. Chiara, Nuria Valdés:
Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets. Bioinform. 37(11): 1571-1580 (2021) - [j13]Diego García-Pérez, 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): 2722-2731 (2021) - 2020
- [j12]Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez:
Estimating cooling production and monitoring efficiency in chillers using a soft sensor. Neural Comput. Appl. 32(23): 17291-17308 (2020)
2010 – 2019
- 2019
- [j11]Serafín Alonso, Daniel Pérez, Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez:
A Deep Learning Approach for Fusing Sensor Data from Screw Compressors. Sensors 19(13): 2868 (2019) - [c26]Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Perfecto Reguera, Ignacio Díaz Blanco, Manuel Domínguez:
Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers. EANN 2019: 307-319 - 2018
- [j10]Daniel Pérez, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, José L. Rendueles, Diego García-Pérez:
Interactive data visualization of chatter conditions in a cold rolling mill. Comput. Ind. 103: 86-96 (2018) - [c25]Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Diego García-Pérez, Manuel Domínguez-González:
Interactive dimensionality reduction of large datasets using interpolation. ESANN 2018 - [i1]Alex Endert, William Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio Díaz Blanco, Fabrice Rossi:
The State of the Art in Integrating Machine Learning into Visual Analytics. CoRR abs/1802.07954 (2018) - 2017
- [j9]Alex Endert, William Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio Díaz Blanco, Fabrice Rossi:
The State of the Art in Integrating Machine Learning into Visual Analytics. Comput. Graph. Forum 36(8): 458-486 (2017) - [c24]Antonio Morán Álvarez, Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez-González:
Analysis of Parallel Process in HVAC Systems Using Deep Autoencoders. EANN 2017: 15-26 - [c23]Diego García-Pérez, 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 - 2016
- [c22]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Michel Verleysen:
A state-space model on interactive dimensionality reduction. ESANN 2016 - 2015
- [j8]Daniel Pérez, Leishi Zhang, Matthias Schäfer, Tobias Schreck, Daniel A. Keim, Ignacio Díaz Blanco:
Interactive feature space extension for multidimensional data projection. Neurocomputing 150: 611-626 (2015) - [c21]Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez-González:
Analysis of Electricity Bill Data using Interactive Dimensionality Reduction. EANN Workshops 2015: 3:1-3:7 - 2014
- [c20]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel Pérez, Francisco J. García-Fernández, Michel Verleysen:
Interactive dimensionality reduction for visual analytics. ESANN 2014 - 2013
- [j7]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): 1865-1871 (2013) - [j6]Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz Blanco, Manuel Domínguez-González:
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques. Eng. Appl. Artif. Intell. 26(8): 1872-1880 (2013) - [j5]Juan J. Fuertes-Martínez, Manuel Domínguez-González, Ignacio Díaz Blanco, Miguel A. Prada, Antonio Morán Álvarez, Serafín Alonso:
Visualization maps based on SOM to analyze MIMO systems. Neural Comput. Appl. 23(5): 1407-1419 (2013) - [c19]Francisco J. García-Fernández, Michel Verleysen, John Aldo Lee, Ignacio Díaz Blanco:
Sensitivity to parameter and data variations in dimensionality reduction techniques. ESANN 2013 - [c18]Francisco J. García-Fernández, Michel Verleysen, John A. Lee, Ignacio Díaz Blanco:
Stability Comparison of Dimensionality Reduction Techniques Attending to Data and Parameter Variations. VAMP@EuroVis 2013 - [c17]Daniel Pérez, Leishi Zhang, Matthias Schäfer, Tobias Schreck, Daniel A. Keim, Ignacio Díaz Blanco:
Interactive Visualization and Feature Transformation for Multidimensional Data Projection. VAMP@EuroVis 2013 - 2012
- [j4]Manuel Domínguez-González, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Miguel A. Prada, Serafín Alonso, Antonio Morán Álvarez:
Monitoring industrial processes with SOM-based dissimilarity maps. Expert Syst. Appl. 39(8): 7110-7120 (2012) - [c16]Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz Blanco:
Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques. EANN 2012: 152-161 - [c15]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: 244-253 - [c14]Antonio Morán Álvarez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Ignacio Díaz Blanco:
Two-Stage Approach for Electricity Consumption Forecasting in Public Buildings. IDA 2012: 219-229 - [c13]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 - 2011
- [c12]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: 285-292 - [c11]Francisco J. García-Fernández, Ignacio Díaz Blanco, Ignacio Álvarez, Daniel Pérez, Daniel G. Ordonez, Manuel Domínguez-González:
Time-Frequency Analysis of Hot Rolling Using Manifold Learning. EANN/AIAI (1) 2011: 150-155 - 2010
- [j3]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): 8-17 (2010) - [c10]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: 343-352 - [c9]Miguel A. Prada, Manuel Domínguez-González, Ignacio Díaz Blanco, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Antonio Morán Álvarez, Serafín Alonso:
Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes. ICANN (2) 2010: 392-401
2000 – 2009
- 2009
- [c8]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: 119-130 - 2008
- [j2]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): 2953-2965 (2008) - 2007
- [j1]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): 757-765 (2007) - [c7]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: 589-598 - [c6]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: 609-617 - 2004
- [c5]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González:
Visualizing Knowledge for Data Mining using Dimension Reduction Mappings. IRI 2004: 235-240 - 2003
- [c4]Sergio R. Cuesta, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez:
A visual approach for fuzzy rule induction. ETFA (2) 2003: 761-767 - 2002
- [c3]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González:
Correlation Visualization of High Dimensional Data Using Topographic Maps. ICANN 2002: 1005-1012 - 2001
- [c2]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: 55-58 - [c1]Ignacio Díaz Blanco, Alberto B. Diez González, Abel Alberto Cuadrado Vega:
Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions. ICANN 2001: 443-449
Coauthor Index
aka: Serafín Alonso
aka: Manuel Domínguez-González
aka: Daniel Pérez-López
aka: Miguel A. Prada
aka: Abel A. Cuadrado
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-07-20 21:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
