Cinzia Viroli

According to our database, Cinzia Viroli authored at least 21 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Quantile-distribution functions and their use for classification, with application to naïve Bayes classifiers.

Edoardo Redivo, Cinzia Viroli, Alessio Farcomeni

Stat. Comput., April, 2023

2022

Directional Quantile Classifiers.

Alessio Farcomeni, Marco Geraci, Cinzia Viroli

J. Comput. Graph. Stat., July, 2022

Dealing with overdispersion in multivariate count data.

Noemi Corsini, Cinzia Viroli

Comput. Stat. Data Anal., 2022

Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets.

Robin Fuchs, Denys Pommeret, Cinzia Viroli

Adv. Data Anal. Classif., 2022

2021

Deep mixtures of unigrams for uncovering topics in textual data.

Cinzia Viroli, Laura Anderlucci

Stat. Comput., 2021

2020

Mixed data Deep Gaussian Mixture Model: A clustering model for mixed datasets.

Robin Fuchs, Denys Pommeret, Cinzia Viroli

CoRR, 2020

Mixtures of Dirichlet-Multinomial distributions for supervised and unsupervised classification of short text data.

Laura Anderlucci, Cinzia Viroli

Adv. Data Anal. Classif., 2020

2019

Deep Gaussian mixture models.

Cinzia Viroli, Geoffrey J. McLachlan

Stat. Comput., 2019

Classifying textual data: shallow, deep and ensemble methods.

Laura Anderlucci, Lucia Guastadisegni, Cinzia Viroli

CoRR, 2019

Going deep in clustering high-dimensional data: deep mixtures of unigrams for uncovering topics in textual data.

Laura Anderlucci, Cinzia Viroli

CoRR, 2019

2014

A hierarchical modeling approach for clustering probability density functions.

Daniela G. Calò, Angela Montanari, Cinzia Viroli

Comput. Stat. Data Anal., 2014

2012

On matrix-variate regression analysis.

Cinzia Viroli

J. Multivar. Anal., 2012

2011

Finite mixtures of matrix normal distributions for classifying three-way data.

Cinzia Viroli

Stat. Comput., 2011

Maximum likelihood estimation of mixtures of factor analyzers.

Angela Montanari, Cinzia Viroli

Comput. Stat. Data Anal., 2011

2010

A dimensionally reduced finite mixture model for multilevel data.

Daniela G. Calò, Cinzia Viroli

J. Multivar. Anal., 2010

Dimensionally Reduced Model-Based Clustering Through Mixtures of Factor Mixture Analyzers.

Cinzia Viroli

J. Classif., 2010

2009

Bayesian inference in non-Gaussian factor analysis.

Cinzia Viroli

Stat. Comput., 2009

Penalized factor mixture analysis for variable selection in clustered data.

Giuliano Galimberti, Angela Montanari, Cinzia Viroli

Comput. Stat. Data Anal., 2009

2008

Independent factor discriminant analysis.

Angela Montanari, Daniela G. Calò, Cinzia Viroli

Comput. Stat. Data Anal., 2008

2005

Gene Selection in Classification Problems via Projections onto a Latent Space.

Marilena Pillati, Cinzia Viroli

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Model-based Density Estimation by Independent Factor Analysis.

Daniela G. Calò, Angela Montanari, Cinzia Viroli

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005