Ignacio Daz Blanco
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
31
Venues
7
Active years
2001–2025
Best venue rank
B
Where they publish
Papers
31 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EANN | ESN Architectures for Industrial Process Modelling to Develop Digital Twins. | Ral Gonzlez-Herbn, Serafn Alonso, Miguel A. Prada, Ignacio Daz Blanco, Manuel Domnguez, Juan Jos Fuertes |
| 2025 | ESANN | Improving Robustness of Defect Detection models using Adversarial-based Data Augmentation. | Daniel Garca-Pea, Aleix Garca, Diego Garca-Prez, Ignacio Daz Blanco |
| 2024 | EANN | Deep Echo State Networks for Modelling of Industrial Systems. | Jos Ramn Rodrguez-Ossorio, Claudio Gallicchio, Antonio Morn, Ignacio Daz Blanco, Juan Jos Fuertes, Manuel Domnguez |
| 2024 | ESANN | Analysis of DNA methylation patterns in cancer samples using SOM. | Ignacio Daz Blanco, Jos M. Enguita-Gonzalez, Diego Garca-Prez, Abel Alberto Cuadrado Vega, Nuria Valds, Maria Dolores Chiara-Romero |
| 2024 | ESANN | Trustworthiness Score for Echo State Networks by Analysis of the Reservoir Dynamics. | Jos M. Enguita-Gonzalez, Diego Garca-Prez, Abel Alberto Cuadrado Vega, Daniel Garca-Pea, Jos Ramn Rodrguez-Ossorio, Ignacio Daz Blanco |
| 2024 | ESANN | Interactive Machine Learning-Powered Dashboard for Energy Analytics in Residential Buildings. | Diego Garca-Prez, Ignacio Daz Blanco, Jos Mara Enguita, Jorge Menndez, Abel Alberto Cuadrado Vega |
| 2023 | EANN | Adaptive Model for Industrial Systems Using Echo State Networks. | Jos Ramn Rodrguez-Ossorio, Antonio Morn, Juan Jos Fuertes, Miguel A. Prada, Ignacio Daz Blanco, Manuel Domnguez |
| 2022 | ESANN | Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave. | Ignacio Daz Blanco, Jos M. Enguita, Diego Garca-Prez, Maria Dolores Chiara-Romero, Nuria Valds, Ana Gonzlez-Muiz, Abel Alberto Cuadrado Vega |
| 2022 | ESANN | Interactive dual projections for gene expression analysis. | Ignacio Daz Blanco, Jos M. Enguita, Diego Garca-Prez, Ana Gonzlez-Muiz, Abel Alberto Cuadrado Vega, Maria Dolores Chiara-Romero, Nuria Valds |
| 2019 | EANN | Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers. | Serafn Alonso, Antonio Morn lvarez, Daniel Prez, Perfecto Reguera, Ignacio Daz Blanco, Manuel Domnguez |
| 2018 | ESANN | Interactive dimensionality reduction of large datasets using interpolation. | Ignacio Daz Blanco, Daniel Prez, Abel Alberto Cuadrado Vega, Diego Garca-Prez, Manuel Domnguez-Gonzlez |
| 2017 | EANN | Analysis of Parallel Process in HVAC Systems Using Deep Autoencoders. | Antonio Morn lvarez, Serafn Alonso, Miguel A. Prada, Juan J. Fuertes-Martnez, Ignacio Daz Blanco, Manuel Domnguez-Gonzlez |
| 2017 | ESANN | Latent variable analysis in hospital electric power demand using non-negative matrix factorization. | Diego Garca-Prez, Ignacio Daz Blanco, Daniel Prez, Abel Alberto Cuadrado Vega, Manuel Domnguez-Gonzlez |
| 2016 | ESANN | A state-space model on interactive dimensionality reduction. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Michel Verleysen |
| 2015 | EANN | Analysis of Electricity Bill Data using Interactive Dimensionality Reduction. | Serafn Alonso, Miguel A. Prada, Juan J. Fuertes-Martnez, Ignacio Daz Blanco, Manuel Domnguez-Gonzlez |
| 2014 | ESANN | Interactive dimensionality reduction for visual analytics. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Daniel Prez, Francisco J. Garca-Fernndez, Michel Verleysen |
| 2013 | ESANN | Sensitivity to parameter and data variations in dimensionality reduction techniques. | Francisco J. Garca-Fernndez, Michel Verleysen, John Aldo Lee, Ignacio Daz Blanco |
| 2012 | EANN | Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques. | Antonio Morn lvarez, Juan J. Fuertes-Martnez, Miguel A. Prada, Serafn Alonso, Pablo Barrientos, Ignacio Daz Blanco |
| 2012 | EANN | Visual Analysis of a Cold Rolling Process Using Data-Based Modeling. | Daniel Prez, Francisco J. Garca-Fernndez, Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domnguez-Gonzlez |
| 2012 | IDA | Two-Stage Approach for Electricity Consumption Forecasting in Public Buildings. | Antonio Morn lvarez, Miguel A. Prada, Serafn Alonso, Pablo Barrientos, Juan J. Fuertes-Martnez, Manuel Domnguez-Gonzlez, Ignacio Daz Blanco |
| 2011 | ICANN | Manifold Learning for Visualization of Vibrational States of a Rotating Machine. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Manuel Domnguez-Gonzlez |
| 2010 | ICANN | Visualization of Changes in Process Dynamics Using Self-Organizing Maps. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez Gonzlez, Manuel Domnguez-Gonzlez, Juan J. Fuertes-Martnez, Miguel A. Prada |
| 2010 | ICANN | Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes. | Miguel A. Prada, Manuel Domnguez-Gonzlez, Ignacio Daz Blanco, Juan J. Fuertes-Martnez, Perfecto Reguera-Acevedo, Antonio Morn lvarez, Serafn Alonso |
| 2009 | EANN | Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Juan J. Fuertes-Martnez, Manuel Domnguez-Gonzlez, Miguel A. Prada |
| 2007 | ICANN | Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez Gonzlez, Juan J. Fuertes-Martnez, Manuel Domnguez-Gonzlez, Perfecto Reguera-Acevedo |
| 2007 | ICANN | Modeling of Dynamics Using Process State Projection on the Self Organizing Map. | Juan J. Fuertes-Martnez, Miguel A. Prada, Manuel Domnguez-Gonzlez, Perfecto Reguera-Acevedo, Ignacio Daz Blanco, Abel Alberto Cuadrado Vega |
| 2004 | IRI | Visualizing Knowledge for Data Mining using Dimension Reduction Mappings. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez Gonzlez |
| 2003 | ETFA | A visual approach for fuzzy rule induction. | Sergio R. Cuesta, Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez |
| 2002 | ICANN | Correlation Visualization of High Dimensional Data Using Topographic Maps. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez Gonzlez |
| 2001 | EUSFLAT | Fuzzy inference maps for condition monitoring with self-organizing maps. | Abel Alberto Cuadrado Vega, Ignacio Daz Blanco, Alberto B. Diez Gonzlez, Faustino Obeso, Juan A. Gonzlez |
| 2001 | ICANN | Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions. | Ignacio Daz Blanco, Alberto B. Diez Gonzlez, Abel Alberto Cuadrado Vega |