Researchers with a fixed-term contract

Giulia Bertagnolli

Giulia.Bertagnolli@unibz.it

Faculty of Economics and Management
Universitätsplatz 1 - piazza Università, 1
39100
Bozen-Bolzano

Links

Short bio

After getting my bachelor in Mathematics at the University of Trento, my curiosity toward data took me to the Bologna Business School for a 1st level master in data science. I then got my MSc and PhD in Mathematics at the University of Trento (and Bruno Kessler Foundations), in the field of Probability and Mathematical Statistics. Since, I have been post-doc at unitn, junior assistant professor (RTD-a) at the University of Genoa (DIMA) and I am currently a junior assistant professor (RTD-a) at unibz.

Courses

Advanced Statistics

73066 · SECS-S/01 · Master in Computing for Data Science · EN

M1 - Statistical methods for business analysis

27502A · SECS-S/01 · Master in Data Analytics for Economics and Management · EN

M2 - Advanced statistics

27502B · SECS-S/01 · Master in Data Analytics for Economics and Management · EN

M2 - Data science applications for resource optimization, risk evaluation and sustainability

27511B · SECS-S/01 · Master in Data Analytics for Economics and Management · EN

Statistical Methods for Business Analysis

25559 · SECS-S/01 · Master in Entrepreneurship and Innovation · EN

Main Research Areas

I am fascinated by complex data, being them points of a metric spaces, functional data, or networks. I approach these data using robust statistics (e.g. data depths) and geometry (information geometry).

Selected publications

Fellin, L., Bertagnolli, G., Mazzoni, V., Anfora, G., Agostinelli, C., Rossi Stacconi, M. V., & Nieri, R. (2024). Detection and characterization of incidental vibrations from Drosophila suzukii in infested fruits. Journal of Pest Science, 1-13.

Colombani, G., Bertagnolli, G., & Artime, O. (2023). Efficient network exploration by means of resetting self-avoiding random walkers. Journal of Physics: Complexity, 4(4), 04LT01.

Artime, O., Benigni, B., Bertagnolli, G., d'Andrea, V., Gallotti, R., Ghavasieh, A., ... & De Domenico, M. (2022). Multilayer network science: from cells to societies. Cambridge University Press.

Bertagnolli, G., & De Domenico, M. (2022). Functional rich clubs emerging from the diffusion geometry of complex networks. Physical Review Research, 4(3), 033185.