3 papers
stat.ME2019
High-dimensional clustering via Random Projections
Laura Anderlucci, Francesca Fortunato, Angela Montanari
In this work, we address the unsupervised classification issue by exploiting the general idea of Random Projection Ensemble. Specifically, we propose to generate a set of low dimen…
stat.AP2019
One-class classification with application to forensic analysis
Laura Anderlucci, Francesca Fortunato, Angela Montanari
The analysis of broken glass is forensically important to reconstruct the events of a criminal act. In particular, the comparison between the glass fragments found on a suspect (re…
math.ST2017
Limit theorems for the Multiplicative Binomial Distribution (MBD)
Francesca Fortunato
The sum of {non-independent} Bernoulli random variables could be modeled in several different ways. One of these is the Multiplicative Binomial Distribution (MBD), introduced b…