Giovanna Menardi

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 8

Top Topics

Clusters Of Arbitrary Shapes

Nonparametric Density Estimation

Outlier Detection

Clustering Algorithm

Top Venues

Adv. Data Anal. Classif.

Stat. Anal. Data Min.

Publications

Federico Ferraccioli, Giovanna Menardi
Modal clustering of matrix-variate data. Adv. Data Anal. Classif. 17 (2) (2023)
Giovanna Menardi, Domenico De Stefano
Density-based clustering of social networks. CoRR (2021)
Alessandro Casa, Luca Scrucca, Giovanna Menardi
Better than the best? Answers via model ensemble in density-based clustering. Adv. Data Anal. Classif. 15 (3) (2021)
Alessandro Casa, Charles Bouveyron, Elena A. Erosheva, Giovanna Menardi
Co-clustering of Time-Dependent Data via the Shape Invariant Model. J. Classif. 38 (3) (2021)
Giovanna Menardi
Nonparametric clustering for image segmentation. CoRR (2021)
Anna Stakia, Tommaso Dorigo, Giovanni Banelli, Daniela Bortoletto, Alessandro Casa, Pablo de Castro, Christophe Delaere, Julien Donini, Livio Finos, Michele Gallinaro, Andrea Giammanco, Alexander Held, Fabricio Jiménez Morales, Grzegorz Kotkowski, Seng Pei Liew, Fabio Maltoni, Giovanna Menardi, Ioanna Papavergou, Alessia Saggio, Bruno Scarpa, Giles C. Strong, Cecilia Tosciri, João Varela, Pietro Vischia, Andreas Weiler
Advanced Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider. CoRR (2021)
Giovanna Menardi
Nonparametric clustering for image segmentation. Stat. Anal. Data Min. 13 (1) (2020)
Adelchi Azzalini, Giovanna Menardi
Density-based clustering with non-continuous data. Comput. Stat. 31 (2) (2016)
Giovanna Menardi, Adelchi Azzalini
An advancement in clustering via nonparametric density estimation. Stat. Comput. 24 (5) (2014)
Giovanna Menardi, Nicola Torelli
Training and assessing classification rules with imbalanced data. Data Min. Knowl. Discov. 28 (1) (2014)
Nicola Lunardon, Giovanna Menardi, Nicola Torelli
ROSE: a Package for Binary Imbalanced Learning. R J. 6 (1) (2014)
Giovanna Menardi
Density-based Silhouette diagnostics for clustering methods. Stat. Comput. 21 (3) (2011)