Cinzia Viroli

24 papers Journal 22Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mean-restricted Matrix-variate Normals with an application to clustering.
Stat. Comput.
Marco Berrettini, Giuliano Galimberti, Cinzia Viroli
2024 J jnl
Editorial: Journal of Classification Vol. 41-3.
J. Classif.
Mark de Rooij, Brian C. Franczak, Cinzia Viroli, Arthur White, Paul D. McNicholas
2023 J jnl
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers.
Stat. Comput.
Edoardo Redivo, Cinzia Viroli, Alessio Farcomeni
2022 J jnl
Dealing with overdispersion in multivariate count data.
Comput. Stat. Data Anal.
Noemi Corsini, Cinzia Viroli
2022 J jnl
Directional Quantile Classifiers.
J. Comput. Graph. Stat.
Alessio Farcomeni, Marco Geraci, Cinzia Viroli
2022 J jnl
Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets.
Adv. Data Anal. Classif.
Robin Fuchs, Denys Pommeret, Cinzia Viroli
2021 J jnl
Deep mixtures of unigrams for uncovering topics in textual data.
Stat. Comput.
Cinzia Viroli, Laura Anderlucci
2020 J jnl
Mixed data Deep Gaussian Mixture Model: A clustering model for mixed datasets.
CoRR
Robin Fuchs, Denys Pommeret, Cinzia Viroli
2020 J jnl
Mixtures of Dirichlet-Multinomial distributions for supervised and unsupervised classification of short text data.
Adv. Data Anal. Classif.
Laura Anderlucci, Cinzia Viroli
2019 J jnl
Classifying textual data: shallow, deep and ensemble methods.
CoRR
Laura Anderlucci, Lucia Guastadisegni, Cinzia Viroli
2019 J jnl
Deep Gaussian mixture models.
Stat. Comput.
Cinzia Viroli, Geoffrey J. McLachlan
2019 J jnl
Going deep in clustering high-dimensional data: deep mixtures of unigrams for uncovering topics in textual data.
CoRR
Laura Anderlucci, Cinzia Viroli
2017 J jnl
Deep Gaussian Mixture Models.
CoRR
Cinzia Viroli, Geoffrey J. McLachlan
2014 J jnl
A hierarchical modeling approach for clustering probability density functions.
Comput. Stat. Data Anal.
Daniela G. Calò, Angela Montanari, Cinzia Viroli
2012 J jnl
On matrix-variate regression analysis.
J. Multivar. Anal.
Cinzia Viroli
2011 J jnl
Finite mixtures of matrix normal distributions for classifying three-way data.
Stat. Comput.
Cinzia Viroli
2011 J jnl
Maximum likelihood estimation of mixtures of factor analyzers.
Comput. Stat. Data Anal.
Angela Montanari, Cinzia Viroli
2010 J jnl
A dimensionally reduced finite mixture model for multilevel data.
J. Multivar. Anal.
Daniela G. Calò, Cinzia Viroli
2010 J jnl
Dimensionally Reduced Model-Based Clustering Through Mixtures of Factor Mixture Analyzers.
J. Classif.
Cinzia Viroli
2009 J jnl
Bayesian inference in non-Gaussian factor analysis.
Stat. Comput.
Cinzia Viroli
2009 J jnl
Penalized factor mixture analysis for variable selection in clustered data.
Comput. Stat. Data Anal.
Giuliano Galimberti, Angela Montanari, Cinzia Viroli
2008 J jnl
Independent factor discriminant analysis.
Comput. Stat. Data Anal.
Angela Montanari, Daniela G. Calò, Cinzia Viroli
2005 — conf
Gene Selection in Classification Problems via Projections onto a Latent Space.
GfKl
Marilena Pillati, Cinzia Viroli
2005 — conf
Model-based Density Estimation by Independent Factor Analysis.
GfKl
Daniela G. Calò, Angela Montanari, Cinzia Viroli