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Dr. Eugenio Francisco Sánchez Úbeda

Current position:
Senior Associate Professor
Research Area:
Association date:
01/Jul/1991
Location:
SM26. D-304
Phone extension number:
+34 91 542-2800 ext. 2706
Researcher ID:
Google Scholar ID:
SCOPUS:
ResearchGate:
IEEE:

Biography:

Eugenio Francisco Sánchez Úbeda received an Electronic Engineering degree and a Ph.D. Degree from the Comillas University, Madrid, Spain, in 1991 and 1999, respectively. He is a Research Fellow at the Institute for Research in Technology (IIT), and an Associate Professor at ICAI School of Engineering of Comillas University, where he is a lecturer in Statistics, Machine Learning and Data Analysis. Since 1991, he has been working in the field of machine learning techniques and forecasting and its applications. He has participated actively in more than one hundred research projects related to this field, collaborating with European utilities.


Areas of interest:

Machine learning – Forecasting – Data analysis and visualization - Non-linear statistical modeling - Deep learning


Journal Publications

show 27 journal publications

Projects

show 104 projects

Ph.D. Thesis

show 3 Ph.D. Thesis

Conference Papers

show 31 conference papers

Invited Conferences and Seminars

  • Conference "Zero paper in statistic subjects: Python as a vehicular language" Jornadas de Buenas Prácticas en Docencia Comillas 2022-23. Universidad Pontificia Comillas. Madrid (Spain). Jun 2023.
  • Conference "Data + Models = Information. Forecasting of demand on Enagás GTS" Información de los datos. Cátedra de Industria Conectada. Universidad Pontificia Comillas. Madrid (Spain). Feb 2017.
  • Seminar "Graphic visualization with Matlab". Universidad Pontificia Comillas. Madrid (Spain). Feb 2014.
  • Seminar "Data mining". Universidad Pontificia Comillas. Madrid (Spain). Apr 2013.
  • Seminar "Graphic visualization with Matlab". Universidad Pontificia Comillas. Madrid (Spain). Apr 2013.
  • Seminar "Genetic algorithms". Universidad Pontificia Comillas. Madrid (Spain). Feb 2013.
  • Seminar "Data mining". Universidad Pontificia Comillas. Madrid (Spain). Apr 2012.
  • Seminar "Graphic visualization with Matlab". Universidad Pontificia Comillas. Madrid (Spain). Mar 2012.
  • Seminar "Genetic algorithms". Universidad Pontificia Comillas. Madrid (Spain). Mar 2012.
  • Seminar "Data mining". Universidad Pontificia Comillas. Madrid (Spain). Apr 2011.
  • Seminar "Genetic algorithms". Universidad Pontificia Comillas. Madrid (Spain). Mar 2011.
  • Seminar "Graphic visualization with Matlab". Universidad Pontificia Comillas. Madrid (Spain). Jan 2011.
  • Workshop "Ciclo de talleres informático-tecnológicos. Creatividad fotográfica con tabletas gráficas" IX Semana de la Ciencia. Fundación para el conocimiento madri+d. Comunidad de Madrid. Madrid (Spain). Nov 2010.
  • Seminar "Genetic algorithms". Universidad Pontificia Comillas. Madrid (Spain). May 2010.
  • Seminar "Visualización con Matlab". Universidad Pontificia Comillas. Madrid (Spain). Nov 2009.
  • Workshop "Talleres informático-tecnológicos. Creatividad Fotográfica" IX Semana de la Ciencia. Fundación para el conocimiento madri+d. Comunidad de Madrid. Madrid (Spain). Nov 2009.
  • Seminar "Genetic algorithms". Universidad Pontificia Comillas. Madrid (Spain). Apr 2009.
  • Seminar "Reconocimiento de caracteres en imágenes minimizando fallos" Aula de Investigación. Universidad Pontificia Comillas. Madrid (Spain). Jan 2009.
  • Workshop "Talleres informático-tecnológicos. Retoque Fotográfico Digital". VIII Semana de la Ciencia. Madrid (Spain). Nov 2008.
show 19 invited conferences and seminars

Organization of Scientific Meetings

  • Organization of "9th Workshop on Industrial Systems and Energy Technologies - JOSITE'2014". Instituto de Investigación Tecnológica. Universidad Pontificia Comillas. Madrid (Spain). May 2014.
  • Organization of "8th Workshop on Industrial Systems and Energy Technologies - JOSITE'2012". Instituto de Investigación Tecnológica. Universidad Pontificia Comillas. Madrid (Spain). Jul 2012.
  • Organization of "7th Workshop on Industrial Systems and Energy Technologies - JOSITE'2011". Instituto de Investigación Tecnológica. Universidad Pontificia Comillas. Madrid (Spain). Jun 2011.
  • Organization of "6th Workshop on Industrial Systems and Energy Technologies- JOSITE'2010". Instituto de Investigación Tecnológica. Universidad Pontificia Comillas. Madrid (Spain). Jun 2010.
  • Organization of "5th Workshop on Industrial Systems and Energy Technologies- JOSITE'2009". Instituto de Investigación Tecnológica. Universidad Pontificia Comillas. Madrid (Spain). Jul 2009.
  • Organization of "Workshop DENISE: Distribución Energética Inteligente Segura y Eficiente". Instituto Investigación Tecnológica y Endesa. Madrid (Spain). Jul 2009.
show 6 organization of scientific meetings

External Training Courses

show 16 external training courses

External Relevant Positions

  • Member of the Committee of programme of I Workshop on Time Series Red española de Series Temporales. Tenerife (Spain). May - Nov 2011.
  • Member of Red española de Series Temporales Universidad de Granada y Universidad de Pablo de Olavide. Granada (Spain). Sep 2010 - Sep 2011.
  • Member of Red Española de Minería de Datos y Aprendizaje (TIC2002-11124-E) Ministerio de Ciencia y Tecnología. Madrid (Spain). Sep 2010 - Sep 2011.
show 3 external relevant positions

Media and research dissemination

  • "Madrid managed to have 5,000 more beds available in less than 15 days". La Razón. Sociedad. (Apr 2021)
show 1 media and research dissemination

Fellowships and Awards

show 2 fellowships and awards

Other Activities

  • Doctoral Defense Committee of "Mestre Marcos, G. «Probabilistic forecasting of functional time series: application to scenario-generation of residual demand curves in electricity markets»". Universidad Pontificia Comillas. Madrid (Spain). Oct 2021.
  • Doctoral Defense Committee of "Portela González, J. «Functional time series forecasting in electricity markets: a novel parametric approach»". Universidad Pontificia Comillas. Madrid (Spain). Jul 2017.
  • Doctoral Defense Committee of "Saboya Bautista, I. «Operación de unidades de arranque rápido para la regulación secundaria frecuencia-potencia»". Universidad Pontificia Comillas. Madrid (Spain). Feb 2017.
  • Doctoral Defense Committee of "Bello Morales, A. «Medium-term forecastingof electricity prices: a hybrid methodology based on fundamental and technical analysis»". Universidad Pontificia Comillas. Madrid (Spain). Jul 2016.
  • Doctoral Defense Committee of "Arranz Domingo, A. «Visual odometry and mapping using stereo vision and registration algorithms»". Universidad Pontificia Comillas. Madrid (Spain). Jan 2016.
  • Doctoral Defense Committee of "Cruz García, A.M. «Contribuciones a la predicción a corto plazo del precio de la electricidad mediante modelos de series temporales»". Universidad Pontificia Comillas. Madrid (Spain). Sep 2013.
  • Reviewer in "Energy Economics". Elsevier. Amsterdam (Netherlands). Oct 2012 - Today.
  • Doctoral Defense Committee of "Vázquez Martínez, M. «Analysis of forward prices in electricity markets by means of their fundamental drivers»". Universidad Pontificia Comillas. Madrid (Spain). Jul 2011.
  • Doctoral Defense Committee of "Ibáñez Llano, C. «Aplicación de los diagramas binarios de decisión al análisis integrados de seguridad»". Universidad Pontificia Comillas. Madrid (Spain). Sep 2010.
  • Doctoral Defense Committee of "Jiménez Octavio, J. «Análisis dinámico y optimización de catenarias para alta velocidad»". Universidad Pontificia Comillas. Madrid (Spain). Jun 2009.
  • Reviewer in "Energy". Elsevier. Oxford (United Kingdom). May 2009 - Today.
  • Reviewer in "IET Generation,Transmission and Distribution". Institute for Engineering and Technology (IET). Hertford (United Kingdom). Oct 2007 - Jul 2008.
show 12 other activities