research
∙
01/25/2023
Locating γ-Ray Sources on the Celestial Sphere via Modal Clustering
Searching for as yet undetected gamma-ray sources is a major target of t...
share
research
∙
05/16/2021
Advanced Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider
Between the years 2015 and 2019, members of the Horizon 2020-funded Inno...
research
∙
04/07/2021
Co-clustering of time-dependent data via Shape Invariant Model
Multivariate time-dependent data, where multiple features are observed o...
research
∙
01/20/2021
Nonparametric clustering for image segmentation
Image segmentation aims at identifying regions of interest within an ima...
research
∙
01/20/2021
Density-based clustering of social networks
The idea underlying the modal formulation of density-based clustering is...
research
∙
10/26/2020
Modal clustering of matrix-variate data
The nonparametric formulation of density-based clustering, known as moda...
research
∙
11/15/2019
How bettering the best? Answers via blending models and cluster formulations in density-based clustering
With the recent growth in data availability and complexity, and the asso...
research
∙
01/22/2019
Modal clustering asymptotics with applications to bandwidth selection
Density-based clustering relies on the idea of linking groups to some sp...
research
∙
09/09/2018