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Cabana Garcerán del Vall, Elisa
Quantitative Methods
PhD: Universidad Carlos III de Madrid
BIO
Elisa Cabana holds a PhD in Mathematical Engineering, specializing in Statistics, from Universidad Carlos III de Madrid. She is accredited by ANECA as a Postdoctoral Assistant Professor and has taught Statistics in different Engineering degrees.
Elisa has published articles in JCR-ranked journals on various topics: outlier detection, machine learning to estimate the evolution of epidemics, data ownership, etc. She has participated in numerous national and international conferences, and contributed as a reviewer of scientific articles and State Research Agency (AEI) projects and as a member of FDP panels. She has also participated in several national and Horizon Europe research projects.
She collaborates with various institutions such as the UC3M-Santander Big Data Institute in Madrid, the CoronaSurveys project and the Biostatnet National Biostatistics Network.
Before joining CUNEF, Elisa spent three years as a postdoctoral researcher at the IMDEA Networks Institute, in the Data Transparency Group.
Education
PhD in Mathematical Engineering, Universidad Carlos III de Madrid (2019)
Master in Mathematical Engineering, specialty in Statistics, Universidad Carlos III de Madrid (2015)
Degree in Mathematics, Universidad de La Habana, Cuba (2012)
Research Interests
Robust data analysis and its applications. Outlier detection. Multivariate statistics. Time series. Social applications of Artificial Intelligence
Career
Postdoctoral Researcher, IMDEA Networks Institute, Data Transparency Group, 2020–2023
Assistant Professor, Department of Statistics, Universidad Carlos III de Madrid, 2013–2019
Publications in Scientific Journals
Isler, Devris; Cabana, Elisa; Garcia–Recuero, Alvaro; Koutrika, Georgia; Laoutaris, Nikolaos: "Freqywm: Frequency watermarking for the new data economy", IEEE 40th International Conference on Data Engineering (ICDE), 4993-5007, 2024.
Cabana, Elisa; Lutu, Andra; Frias-Martinez, Enrique; Laoutaris, Nikolaos: “Improving epidemic risk maps using mobility information from mobile network data”, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Art. 76, 2022.
Cabana, Elisa; Lillo, Rosa E.: “Robust adjusted discriminant analysis based on shrinkage with application to geochemical and environmental fields”, Chemometrics and Intelligent Laboratory Systems, 221, Art. 104488, 2022.
Cabana, Elisa; Lillo, Rosa E.: “Robust Multivariate Control Chart based on Shrinkage for Individual Observations”, Journal of Quality Technology, 54(4), 415-440, 2021.
Cabana, Elisa; Lillo, Rosa E.; Laniado, Henry: “Robust regression based on shrinkage with application to Living Environment Deprivation”, Stochastic Environmental Research and Risk Assessment, 34(2), 293-310, 2020.
Otros profesores
