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Dra. Jenny Alexandra Cifuentes Quintero

Current position:
Assistant Professor
Research Area:
Association date:
01/Sep/2021
Location:
SM26. P-204
Phone extension number:
+34 91 542-2800 ext. 2734
Home Institution:
Universidad Carlos III, Madrid (España)
Researcher ID:
Google Scholar ID:
SCOPUS:
IEEE:

Biography:

Alexandra Cifuentes holds a PhD in Automation and Mechanical and Mechatronic Engineering, under a double degree agreement between the National University of Colombia and the Institut National des Sciences Appliquées de Lyon in France (INSA). She was a fellow of the French Ministry of Foreign Affairs under the Eiffel Doctoral Excellence Program. She has participated as a visiting researcher at the University of Alberta in Canada and at the Institute of Technological Research attached to the Universidad Pontificia Comillas in Spain. She has also been a postdoctoral researcher at the Instituto Santander Big Data (IBiDat) at Universidad Carlos III de Madrid, where she has participated in the formulation and development of research projects and applied research contracts in various areas of data science. She is currently an associate assistant professor in the Department of Quantitative Methods at the Universidad Pontificia Comillas. Her line of research focuses on pattern recognition using deep learning techniques.


Areas of interest:

Modeling and analysis of dynamical systems, signal processing and pattern recognition using machine learning strategies.


Journal Publications

show 23 journal publications

Conference Papers

show 12 conference papers

Invited Conferences and Seminars

  • Round table "Ethical Challenges of AI: Towards FAIR Machine Learning" Semana de la Ciencia y la Innovación 2022. Fundación para el conocimiento madri+d. Comunidad de Madrid. Madrid (Spain). Nov 2022.
  • Conference " Mathematical Modeling and Computational Simulation in Engineering Educatio" II International Conference of Basic Sciences - USTA 2018. Bogotá (Colombia). Nov 2018.
show 2 invited conferences and seminars

Organization of Scientific Meetings

  • Organization of "New Bridges between Mathematics and Data Science". Red Estratégica en Matemáticas (REM). Valladolid (Spain). Nov 2021.
  • Member of Committee at "5th Colombian Conference on Automatic Control". Institute of Electrical and Electronics Engineers Inc. - IEEE; et al. Ibagué (Colombia). Oct 2021.
  • Member of Committee at "Workshop on Machine Learning for Cyber-Crime Investigation and Cybersecurity (MaL2CSec)". Royal Institute of Technology (KTH). Stockholm (Sweden). Jun 2019.
  • Organization of "V National Cybersecurity Research Conference (JNIC)". Universidad de Extremadura; Universidad de Extremadura, Fundación COMPUTAEX; y Universidad Complutense de Madrid. Caceres (Spain). Jun 2019.
show 4 organization of scientific meetings

Fellowships and Awards

show 1 fellowships and awards

Other Activities

  • Master Thesis director of "Mora, E. «Analysis of deep learning strategies for wind energy forecasting applications»". Universidad Carlos III de Madrid. Madrid (Spain). Nov 2021.
  • Reviewer in " IEEE Geoscience and Remote Sensing Letters". Institute of Electrical and Electronics Engineers Inc. - IEEE. Piscataway (United States of America). Oct 2021 - Today.
  • Reviewer in " IEEE Journal of Biomedical and Health Informatics". Institute of Electrical and Electronics Engineers Inc. - IEEE. Piscataway (United States of America). Jun 2021 - Today.
  • Reviewer in "IEEE Access". Institute of Electrical and Electronics Engineers Inc. - IEEE. Piscataway (United States of America). May 2021 - Today.
  • Reviewer in " Weather and Forecasting". American Meteorological Society. Boston (United States of America). Apr 2021 - Today.
  • Reviewer in " IET Image Processing". Wiley. Hoboken (United States of America). May 2020 - Today.
  • Reviewer in "International Journal of Climatology". Wiley. Hoboken (United States of America). Oct 2019 - Today.
  • Reviewer in " Australasian Physical & Engineering Sciences in Medicine". Springer. Dordrecht (Netherlands). Jul 2019 - Today.
  • Reviewer in "IET Signal Processing". Wiley. Hoboken (United States of America). Jul 2019 - Today.
  • Reviewer in "IEEE Transaction on Instrumentation and Measurement". Institute of Electrical and Electronics Engineers Inc. - IEEE. Piscataway (United States of America). Jun 2019 - Today.
  • Reviewer in " IEEE Latin America Transactions". Institute of Electrical and Electronics Engineers Inc. - IEEE. Piscataway (United States of America). May 2019 - Today.
  • Reviewer in " Artificial Intelligence". Elsevier B.V. Amsterdam (Netherlands). Dec 2017 - Today.
show 12 other activities