Density-based Silhouette diagnostics for clustering methods. - Giovanna Menardi (Stat. Comput., 2011)

Training and assessing classification rules with imbalanced data. - Giovanna Menardi; Nicola Torelli (Data Min. Knowl. Discov., 2014)

ROSE: a Package for Binary Imbalanced Learning. - Nicola Lunardon; Giovanna Menardi; Nicola Torelli (R J., 2014)

An advancement in clustering via nonparametric density estimation. - Giovanna Menardi; Adelchi Azzalini (Stat. Comput., 2014)

Density-based clustering with non-continuous data. - Adelchi Azzalini; Giovanna Menardi (Comput. Stat., 2016)

Nonparametric clustering for image segmentation. - Giovanna Menardi (Stat. Anal. Data Min., 2020)

Better than the best? Answers via model ensemble in density-based clustering. - Alessandro Casa; Luca Scrucca; Giovanna Menardi (Adv. Data Anal. Classif., 2021)

Co-clustering of Time-Dependent Data via the Shape Invariant Model. - Alessandro Casa; Charles Bouveyron; Elena A. Erosheva; Giovanna Menardi (J. Classif., 2021)

Density-based clustering of social networks. - Giovanna Menardi; Domenico De Stefano (CoRR, 2021)

Advanced Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider. - 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; et al. (CoRR, 2021)

Modal clustering of matrix-variate data. - Federico Ferraccioli; Giovanna Menardi (Adv. Data Anal. Classif., 2023)

Robust mean-shift clustering based on impartial trimming. - Luca Greco 004; Giovanna Menardi (Stat. Comput., 2025)