Generic

Donec eget ex magna. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis. Praesent rutrum sem diam, vitae egestas enim auctor sit amet. Pellentesque leo mauris, consectetur id ipsum sit amet, fergiat. Pellentesque in mi eu massa lacinia malesuada et a elit. Donec urna ex, lacinia in purus ac, pretium pulvinar mauris. Curabitur sapien risus, commodo eget turpis at, elementum convallis elit. Pellentesque enim turpis, hendrerit.

Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis. Praesent rutrum sem diam, vitae egestas enim auctor sit amet. Pellentesque leo mauris, consectetur id ipsum sit amet, fersapien risus, commodo eget turpis at, elementum convallis elit. Pellentesque enim turpis, hendrerit tristique lorem ipsum dolor.

Interdum sed dapibus

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis dapibus rutrum facilisis. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos. Etiam tristique libero eu nibh porttitor fermentum. Nullam venenatis erat id vehicula viverra. Nunc ultrices eros ut ultricies condimentum. Mauris risus lacus, blandit sit amet venenatis non, bibendum vitae dolor. Nunc lorem mauris, fringilla in aliquam at, euismod in lectus. Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. In non lorem sit amet elit placerat maximus. Pellentesque aliquam maximus risus, vel sed vehicula. Interdum et malesuada fames ac ante ipsum primis in faucibus. Pellentesque venenatis dolor imperdiet dolor mattis sagittis. Praesent rutrum sem diam, vitae egestas enim auctor sit amet. Pellentesque leo mauris, consectetur id ipsum sit amet, fersapien risus, commodo eget turpis at, elementum convallis elit. Pellentesque enim turpis, hendrerit tristique lorem ipsum dolor.

Magna etiam veroeros

Lorem aliquam bibendum

2022

Díaz Blanco, Ignacio, Enguita, José María, García, Diego, Cuadrado, Abel A., González, Ana, & Domínguez, Manuel. (2022, June 27). Modelado de series temporales mediante echo state networks para aplicaciones de analítica visual. XVII Simposio CEA de Control Inteligente: Reunión anual del grupo de Control Inteligente del comité español de automática (CEA). Libro de Actas, León, 27-29 de junio de 2022.
Díaz Blanco, Ignacio, Enguita-Gonzalez, J. M., Garcia-Perez, D., Gonzalez-Muñiz, A., Cuadrado-Vega, A. A., Chiara-Romero, M. D., & Valdes-Gallego, N. (2022). Interactive dual projections for gene expression analysis. ESANN 2022 Proceedings, 439–444. https://doi.org/10.14428/esann/2022.ES2022-22
Enguita-Gonzalez, J. M., Garcia-Perez, D., Chiara-Romero, M. D., Valdes-Gallego, N., Gonzalez-Muñiz, A., Cuadrado-Vega, A. A., & Ignacio Díaz Blanco. (2022). Interactive visual analytics for medical data: Application to COVID-19 clinical information during the first wave. ESANN 2022 Proceedings, 451–456. https://doi.org/10.14428/esann/2022.ES2022-31

2019

Amaro González García, Ignacio Díaz Blanco, and Manuel Domínguez González "Desarrollo de laboratorio remoto de investigación mediante la utilización de tecnologías industriales multiconectadas". In XL Jornadas de Automática. pp. 277--287, 2019
Diego García Pérez, Ignacio Díaz Blanco, Ana González Muñiz, and Abel A. Cuadrado Vega "Diseño de una maqueta de bajo coste para SHM". In XL Jornadas de Automática. pp. 405--413, 2019 [→ pdf]
Ignacio Díaz Blanco, Diego García Pérez, Ana González Muñiz, and Abel A. Cuadrado Vega "Análisis de vibraciones en una estructura utilizando echo state networks". In XL Jornadas de Automática. pp. 186--191, 2019. [→ pdf]

2018

Ignacio Díaz, Daniel Pérez, Abel Cuadrado, Diego García, and Manuel Domínguez "Interactive dimensionality reduction of large datasets using interpolation". In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Apr, 2018 [→ pdf] [→ demo application]

2017

Daniel Pérez López, Abel Alberto Cuadrado Vega and Ignacio Díaz Blanco "Visualización Web Interactiva para el Análisis del Chatter en laminación en Frío". In XXXVIII Jornadas de Automática, 2017. pp. 416-423. Sep, 2018
Daniel Pérez, Diego García Pérez, Ignacio Díaz Blanco, and Abel Alberto Cuadrado Vega "Bancada para análisis inteligente de datos en monitorización de salud estructural". In XXXVIII Jornadas de Automática, 2017. pp. 424-430. Sep, 2018
Diego García Pérez, Ignacio Díaz Blanco, Daniel Pérez, Abel Cuadrado, and Manuel Domínguez "Latent variable analysis in hospital electric power demand using non-negative matrix factorization". In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. pp. 507-512. April, 2017 [→ pdf]

2016

Guillermo Lomas Rodríguez, Abel A. Cuadrado Vega, and Ignacio Díaz Blanco "Estudio de la relación entre la frecuencia de chatter y la velocidad en un tren de laminación en frío mediante técnicas de analítica visual". In XII Simposio CEA de Control Inteligente. pp. 37-42. Jun., 2016
Daniel Pérez, Ignacio Díaz Blanco, Abel A. Cuadrado Vega, Iván Machón, Manuel Domínguez, and Hilario López García "Analítica visual del fenómeno de chatter en un tren de laminación en frío por medio de técnicas de análisis inteligente de datos". In XII Simposio CEA de Control Inteligente. pp. 43-48. Jun., 2016
Ignacio Díaz Blanco, Abel A. Cuadrado, and Michel Verleysen "A State-Space Model on Interactive Dimensionality Reduction". In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium. pp. 647-652. April, 2016. [→ pdf][→ pdf poster][→ pdf spotlight]

2015

Serafín Alonso, Miguel A. Prada, Juan J. Fuertes, Ignacio Díaz, and Manuel Domínguez "Analysis of Electricity Bill Data using Interactive Dimensionality Reduction". In 16th International Conference on Engineering Applications of Neural Networks (EANN 2015), Island of Rhodes, Greece. September, 2015

2014

Ignacio Diaz, “Visual data analytics applied to industrial processes”. Talk at CERN within the activity “Advanced Control Engineering: Academia - Industry” jointly organized by CERN and IFAC (CEA). Jun, 2014. [→ web]
Daniel Pérez, Ignacio Díaz, Abel A. Cuadrado, Francisco J. García-Fernández, Alberto B. Diez, and Manuel Domínguez "Power-Consumption Analysis through Web-Based Visual Data Exploration". In Proceedings of the 19th IFAC world congress, Cape city (South Africa). pp. 11257-11262. Aug, 2014
Ignacio Díaz, Abel A. Cuadrado, Daniel Pérez, Francisco J. García, and Michel Verleysen "Interactive Dimensionality Reduction for Visual Analytics". In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium. April, 2014 [→ pdf][→ pdf poster]

2013

Francisco J. García-Fernández, Michel Verleysen, John A. Lee, and Ignacio Díaz "Sensitivity to parameter and data variations in dimensionality reduction techniques". In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium. April, 2013
Francisco Garcia-Fernandez, Michel Verleysen, John Lee, and Ignacio Díaz "Stability comparison of dimensionality reduction techniques attending to data and parameter variations". In Visual Analytics using Multidimensional Projections (VAMP, EuroVis 2013 Workshop), Leipzig, Germany. Jun, 2013
Daniel Perez, Leishi Zhang, Matthias Schaefer, Tobias Schreck, Daniel Keim, and Ignacio Díaz "Interactive Visualization and Feature Transformation for Multidimensional Data Projection". In Visual Analytics using Multidimensional Projections (VAMP, EuroVis 2013 Workshop), Leipzig, Germany. Jun, 2013

2012

Francisco J. García, Daniel Pérez, Ignacio Díaz, Alberto B. Diez, and Manuel Domínguez "Aplicación de Técnicas de Visualización para el Análisis del Consumo Eléctrico en Edificios". In XXIII Jornadas de Automática, Vigo (Spain). pp. 503-508. Sep, 2012
Ignacio Díaz, Manuel Domínguez, Abel A. Cuadrado, Alberto B. Diez, and Juan J. Fuertes "MorphingProjections: Interactive Visualization of Electric Power Demand Time Series". In Eurographics Conference on Visualization (EuroVis) (2012), Viena (Austria). pp. 121-125. Jun, 2012

2011

Manuel Domínguez, Juan J. Fuertes, Ignacio Díaz, Abel A. Cuadrado, Serafín Alonso, and Antonio Morán "Analysis of electric power consumption using Self-Organizing Maps". In Proceedings of the 18th IFAC world congress, Milano (Italy). pp. 12213-12218. Aug, 2011
Ignacio Díaz, Antonio Robles, Abel A. Cuadrado, Alberto B. Diez, Manuel Domínguez, and Juan J. Fuertes "Control Maps: Visualization of Local Robustness Properties for Control System Design". In Proceedings of the 18th IFAC world congress, Milano (Italy). pp. 5831-5836. Aug, 2011
Daniel Pérez, Ignacio Díaz, Francisco J. García, and Pablo Barrientos "Visual Analysis of Electrical Power Consumption Patterns using Manifold Learning". In PHYSCON 2011. 5th International Scientific Conference on Physics and Control, León (Spain). Sep, 2011
Daniel González, Abel A. Cuadrado, Ignacio Díaz, Francisco J. García, Alberto B. Diez, and Juan J. Fuertes "Visual Analysis of Residuals from Data-based Models in Complex Industrial Processes". In PHYSCON 2011. 5th International Scientific Conference on Physics and Control, León (Spain). Sep, 2011
Francisco J. García, Ignacio Díaz, Ignacio Alvarez, Daniel Pérez, Daniel González, and Manuel Domínguez "Spectrogram Analysis using Manifold Learning". In PHYSCON 2011. 5th International Scientific Conference on Physics and Control, León (Spain). Sep, 2011

2008

Antonio Robles, Hilario López, P. Fernández-Cueto, A.M. Díaz, and L.F. Sancho "Predicción de CLOGGING en la colada continua mediante análisis del sistema de control de nivel". In XXIX Jornadas de Automática, Tarragona (Spain). Sep, 2008
Juan J. Fuertes, Miguel A. Prada, Manuel Domínguez, Perfecto Reguera, Ignacio Díaz, and Alberto B. Diez "Visualization of dynamic parameters of a multivariable system using Self-Organizing Maps". In 17th IFAC World Congress 2008, Seoul (Korea). Jul, 2008

2007

Juan J. Fuertes, Miguel Ángel Prada, Manuel Domínguez, Perfecto Reguera, and Ignacio Díaz "Remote Supervision of Industrial Processes based on PMML-defined SOM Models". In ECC'07 European Control Conference 2007, Kos (Greece). Jul, 2007

2005

Juan J. Fuertes, Perfecto Reguera, Manuel Domínguez, Ignacio Díaz, and Abel A. Cuadrado "Industrial Supervision System based on Visual Data Mining and motion Trajectory Analysis". In International Federation of Automatic Control 16th IFAC World Congress, Prague (Czech Republic). Jul, 2005
Manuel Domínguez, Juan J. Fuertes, Perfecto Reguera, Ignacio Díaz, and Abel A. Cuadrado "Internet based remote Supervision of Industrial Processes using Self Organizing Maps.". In The 9th International Conference on Engineering Applications of Neural Networks (EANN'05), Lille (France). pp. 19-26. Ago, 2005

2004

Ignacio Díaz, Abel A. Cuadrado, and Alberto B. Diez "Visualizing Knowledge for Data Mining using Dimension Reduction Mappings". In 2004 IEEE International Conference on Information Reuse and Integration (IEEE IRI-2004), Las Vegas, Nevada (USA). pp. 235-240. Nov, 2004

2003

Sergio Rodríguez, Ignacio Díaz, Abel A. Cuadrado, and Alberto B. Diez "A Visual Approach for Fuzzy Rule Induction". In 9th IEEE International Conference on Emerging Technologies and Factory Automation, Lisboa (Portugal). Sep, 2003

2002

Ignacio Díaz, Alberto B. Diez, Abel A. Cuadrado, and Manuel Domínguez "Prior Knowledge Integration in Self Organizing Maps for Complex Process Supervision". In International Federation of Automatic Control $15^{th}$ IFAC World Congress, Barcelona (Spain), 2002
Ignacio Díaz, Abel A. Cuadrado, Alberto B. Diez, Luis Rodríguez, Faustino Obeso, and Juan A. Rodríguez "Outil visuel de maintenance prédictive, basé sur des techniques de projection SOM / Visual predictive maintenance tool based on SOM projection techniques". In 23es Journées Sidérurgiques Internationales 2002, París (France). Dec, 2002
Abel A. Cuadrado, Ignacio Díaz, Alberto B. Diez, Manuel Domínguez, Juan A. González, and Faustino Obeso "MAPREX: A SOM based Condition Monitoring System". In International Federation of Automatic Control 15th IFAC World Congress, Barcelona (Spain), 2002
Abel A. Cuadrado, Ignacio Díaz, Alberto B. Diez, Juan A. González, and Faustino Obeso "Visual Data Mining And Monitoring in Steel Processes". In IEEE Industry Applications Society 37th Annual IAS Meeting, Pittsburgh, PA (USA). Oct, 2002
Alberto Pintado, Ignacio Díaz, Abel A. Cuadrado, Alberto B. Diez, Faustino Obeso, and Vanesa Lobato "Virtual Sensor Design for Coating Thickness estimation in a Hot Dip Galvanising Line based on Interpolated SOM Local Models". In 28th Annual Conference of the IEEE Industrial Electronics Society (IECON'02), Sevilla (Spain). Noviembre, 2002
I. Díaz and J. Hollmen "Residual generation and visualization for understanding novel process conditions". In Proceedings of the International Joint Conference on Neural Networks (IJCNN '02), Honolulu, Hawaii (USA). pp. 2070-2075, 2002

2001

Abel A. Cuadrado, Ignacio Díaz, Alberto B. Diez, Faustino Obeso, and Juan A. González "Fuzzy Inference Maps for Condition Monitoring with Self-Organizing Maps". In International Conference in Fuzzy Logic and Technology (EUSFLAT 2001), De Monfort University, Leicester (UK). pp. 55-58. Sep, 2001
Ignacio Díaz, Alberto B. Diez, and Abel A. Cuadrado "Complex Process Visualization through Continuous Self Organizing Maps using Radial Basis Functions". In International Conference on Artificial Neural Networks (ICANN'01), Viena (Austria). pp. 443-450. Aug, 2001

2000

Ignacio Díaz, Alberto B. Diez, Abel A. Cuadrado, Armandino Fombona, Faustino Obeso, and Juan A. González "Kernel Regression Interpolation in SOM-Based Process Condition Monitoring". In {DIAGNOS'2000}, La Habana (Cuba), 2000

1999

Ignacio Díaz, Alberto B. Diez, Abel A. Cuadrado, and José M. Enguita "RBF approach for Trajectory Interpolation in Self-Organizing Map based Condition Monitoring". In Proceedings of the 7th {IEEE} International Conference on Emerging Technologies and Factory Automation {(ETFA'99)}, Barcelona (Spain). pp. 1003-1010, 1999
Ignacio Díaz and Guillermo Ojea "Aprendizaje interactivo de Conceptos de Regulación Automática mediante Matlab". In XIX Jornadas de Automática, Madrid (Spain). Sep, 1998

1998

Abel A. Cuadrado, Ignacio Díaz, and Guillermo Ojea "Aprendizaje Interactivo de Conceptos en Teoría de Sistemas Continuos y Discretos mediante Identificación de Sistemas en Tiempo Real". In XIX Jornadas de Automática, Madrid (Spain). Sep, 1998

1995

Fernando Briz, Alberto B. Diez, and Ignacio Díaz "PWM Regulados en Corriente. Alternativas de Control". In Seminario Anual de Automática y Electrónica Industrial. September, 1995.

Generic

Interdum sed dapibus

Magna etiam veroeros

Lorem aliquam bibendum

Ante interdum

Get in touch