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.

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.

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