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.
B. Botas, J. Cifuentes, Y.A. Jiménez, M. Espinosa, "Public perception on immigration and racial discrimination in Spain: a social media analysis using X data", Journal of Computational Social Science, Vol. 9, nº. 1, pp. 25, 2026. [Online: January 2026] doi: 10.1007/s42001-025-00459-8
T. Oriol, J. Cifuentes, G. Marulanda, "Enhancing Wind Power Forecasting in the Spanish Market Through Transformer Neural Networks and Temporal Optimization", Sustainability, Vol. 17, nº. 19, pp. 8655, October 2025. [Online: September 2025] doi: 10.3390/su17198655
Y. Yao, J. Cifuentes, B. Zheng, M. Yan, "The appropriate division of data in training of computers to predict physicians’ decision on blood transfusions: a reply to Dr. Sander de Bruyne", Journal of Translational Medicine, Vol. 19, pp. 275, 2021. [Online: June 2021] doi: 10.1186/s12967-021-02929-9
E. Mora, J. Cifuentes, G. Marulanda, "Short-term forecasting of wind energy: a comparison of deep learning frameworks", Energies, Vol. 14, nº. 23, pp. 7943, December 2021. [Online: November 2021] doi: 10.3390/en14237943
J. Cifuentes, G. Marulanda, A. Bello, J. Reneses, "Air temperature forecasting using machine learning techniques: a review", Energies, Vol. 13, nº. 16, pp. 4215, August 2020. [Online: August 2020] doi: 10.3390/en13164215
G. Marulanda, A. Bello, J. Cifuentes, J. Reneses, "Wind power long-term scenario generation considering spatial-temporal dependencies in coupled electricity markets", Energies, Vol. 13, nº. 13, pp. 3427, July 2020. [Online: July 2020] doi: 10.3390/en13133427
A.L. Sandoval Orozco, C. Quinto Huamán, J. Cifuentes, L.J. García Villalba, "Digital video source acquisition forgery technique based on pattern sensor noise extraction", IEEE Access, Vol. 7, pp. 157363 - 157373, 2019. [Online: October 2019] doi: 10.1109/ACCESS.2019.2949839
Y. Yao, J. Cifuentes, B. Zheng, M. Yan, "Computer algorithm can match physicians’ decisions about blood transfusions", Journal of Translational Medicine, Vol. 17, pp. 340, 2019. [Online: October 2019] doi: 10.1186/s12967-019-2085-y
G.A. Ramos, I.D. Melo-Lagos, J. Cifuentes, "High performance control of a three-phase PWM rectifier using odd harmonic high order repetitive control", Dyna (Colombia), Vol. 83, nº. 198, pp. 27 - 36, July 2016. [Online: September 2016] doi: 10.15446/dyna.v83n198.53276
L. Arrighi, J. Cifuentes, D. Fonseca, L. Méndez, F. Prieto, J.J. Ramírez, "Development of a neonatal interactive simulator by using an RFID module for healthcare professionals training", in Deploying RFID: Challenges, Solutions, and Open Issues, C. Turcu Ed. London, United Kingdom: Ed. IntechOpen Limited, 2011, pp. 51-82, doi: 10.5772/17477