Cinzia Viroli

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 11

Top Topics

Gaussian Mixture

Bayes Classifiers

Probability Density Function

Top Venues

Comput. Stat. Data Anal.

Adv. Data Anal. Classif.

Publications

Edoardo Redivo, Cinzia Viroli, Alessio Farcomeni
Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers. Stat. Comput. 33 (2) (2023)
Noemi Corsini, Cinzia Viroli
Dealing with overdispersion in multivariate count data. Comput. Stat. Data Anal. 170 (2022)
Robin Fuchs, Denys Pommeret, Cinzia Viroli
Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets. Adv. Data Anal. Classif. 16 (1) (2022)
Alessio Farcomeni, Marco Geraci, Cinzia Viroli
Directional Quantile Classifiers. J. Comput. Graph. Stat. 31 (3) (2022)
Cinzia Viroli, Laura Anderlucci
Deep mixtures of unigrams for uncovering topics in textual data. Stat. Comput. 31 (3) (2021)
Robin Fuchs, Denys Pommeret, Cinzia Viroli
Mixed data Deep Gaussian Mixture Model: A clustering model for mixed datasets. CoRR (2020)
Laura Anderlucci, Cinzia Viroli
Mixtures of Dirichlet-Multinomial distributions for supervised and unsupervised classification of short text data. Adv. Data Anal. Classif. 14 (4) (2020)
Laura Anderlucci, Cinzia Viroli
Going deep in clustering high-dimensional data: deep mixtures of unigrams for uncovering topics in textual data. CoRR (2019)
Cinzia Viroli, Geoffrey J. McLachlan
Deep Gaussian mixture models. Stat. Comput. 29 (1) (2019)
Laura Anderlucci, Lucia Guastadisegni, Cinzia Viroli
Classifying textual data: shallow, deep and ensemble methods. CoRR (2019)
Cinzia Viroli, Geoffrey J. McLachlan
Deep Gaussian Mixture Models. CoRR (2017)
Daniela G. Calò, Angela Montanari, Cinzia Viroli
A hierarchical modeling approach for clustering probability density functions. Comput. Stat. Data Anal. 71 (2014)
Cinzia Viroli
On matrix-variate regression analysis. J. Multivar. Anal. 111 (2012)
Angela Montanari, Cinzia Viroli
Maximum likelihood estimation of mixtures of factor analyzers. Comput. Stat. Data Anal. 55 (9) (2011)
Cinzia Viroli
Finite mixtures of matrix normal distributions for classifying three-way data. Stat. Comput. 21 (4) (2011)
Daniela G. Calò, Cinzia Viroli
A dimensionally reduced finite mixture model for multilevel data. J. Multivar. Anal. 101 (10) (2010)
Cinzia Viroli
Dimensionally Reduced Model-Based Clustering Through Mixtures of Factor Mixture Analyzers. J. Classif. 27 (3) (2010)
Giuliano Galimberti, Angela Montanari, Cinzia Viroli
Penalized factor mixture analysis for variable selection in clustered data. Comput. Stat. Data Anal. 53 (12) (2009)
Cinzia Viroli
Bayesian inference in non-Gaussian factor analysis. Stat. Comput. 19 (4) (2009)
Angela Montanari, Daniela G. Calò, Cinzia Viroli
Independent factor discriminant analysis. Comput. Stat. Data Anal. 52 (6) (2008)
Marilena Pillati, Cinzia Viroli
Gene Selection in Classification Problems via Projections onto a Latent Space. GfKl (2005)
Daniela G. Calò, Angela Montanari, Cinzia Viroli
Model-based Density Estimation by Independent Factor Analysis. GfKl (2005)