Research Interests

Computational Statistics, Machine Learning, Statistical Learning, Image Analysis, Shape Analysis, Big Data, Regularization, Text Mining, Topic Modeling, Clustering, Classification, Semi-supervised modeling.

Education

Charles University in Prague, Czech Republic

• Ph.D., Probability and Mathematical Statistics, March 2016 (Joint supervision of thesis)

University of Cagliari, Italy

• Ph.D., Environmental and Applied Botany, March 2016 (Joint supervision of thesis)
• M.S., Managerial Economics, July 2010
• B.S., Economics and Business Management, December 2008

Academic Position

University of Cagliari, Italy

• Associate Professor in Statistics and Market Analysis, October, 2024 to present
• Assistant Professor in Statistics and Market Analysis, November, 2017 to September, 2024
• Postdoctoral Researcher in Statistics, Decision Support System for Data Management, February to November, 2017
• Research Grant, Recursive Partitioning Algorithms for Multi-level Data and Causal Inference, October, 2015 to March, 2016

Memberships

• ISI - International Statistical Institute
• ISBIS - International Society for Business and Industrial Statistics
• y-BIS - Young Statistician’s group in the ISBIS
• CLADAG - Classification and Data Analysis Group of the Italian Statistical Society
• ASA - Associazione per la Statistica Applicata