Agustín Mayo-Íscar

Miguel Ángel Castro Villamor

Eduardo Silva Alvarado

Santos Gracia Villar

Luis Alonso Dzul López

Silvia Aparicio Obregon

Rubén Calderon Iglesias

Joan B. Soriano

Francisco Martín-Rodríguez

npj Digit. Medicine, 2024

2023

Consistency factor for the MCD estimator at the Student-t distribution.

[BibT_eX]

[DOI]

Lucio Barabesi

Andrea Cerioli

Stat. Comput., December, 2023

Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model.

[BibT_eX]

[DOI]

Andrea Cappozzo

Francesca Greselin

J. Comput. Graph. Stat., 2023

2022

Constrained parsimonious model-based clustering.

[BibT_eX]

[DOI]

Francisco Martín-Rodríguez

Marco Riani

Stat. Comput., 2022

Novel Prehospital Phenotypes and Outcomes in Adult-Patients with Acute Disease.

[BibT_eX]

[DOI]

Raúl López-Izquierdo

Ancor Sanz-García

Carlos del Pozo Vegas

Miguel Ángel Castro Villamor

José Luis Martín-Conty

Guillermo J. Ortega

J. Medical Syst., 2022

2021

Cluster analysis with cellwise trimming and applications for the robust clustering of curves.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Robust fuzzy clustering of time series based on B-splines.

[BibT_eX]

[DOI]

Pierpaolo D'Urso

Livia De Giovanni

Vincenzina Vitale

Int. J. Approx. Reason., 2021

2020

Model-based clustering with determinant-and-shape constraint.

[BibT_eX]

[DOI]

Marco Riani

Stat. Comput., 2020

Time Series, Spectral Densities and Robust Functional Clustering.

[BibT_eX]

[DOI]

Juan Antonio Cuesta-Albertos

Neural Process. Lett., 2020

optimalFlow: optimal transport approach to flow cytometry gating and population matching.

[BibT_eX]

[DOI]

BMC Bioinform., 2020

2019

Robust clustering tools based on optimal transportation.

[BibT_eX]

[DOI]

Eustasio del Barrio

Stat. Comput., 2019

Robust clustering for functional data based on trimming and constraints.

[BibT_eX]

[DOI]

Sylvia Frühwirth-Schnatter

Adv. Data Anal. Classif., 2019

Special issue on "Advances on model-based clustering and classification" - Preface by the Guest Editors.

[BibT_eX]

[DOI]

Salvatore Ingrassia

Adv. Data Anal. Classif., 2019

2018

Comments on "The power of monitoring: how to make the most of a contaminated multivariate sample".

[BibT_eX]

[DOI]

Stat. Methods Appl., 2018

A reweighting approach to robust clustering.

[BibT_eX]

[DOI]

Francesco Dotto

Alessio Farcomeni

Stat. Comput., 2018

Robust, fuzzy, and parsimonious clustering, based on mixtures of Factor Analyzers.

[BibT_eX]

[DOI]

Francesca Greselin

Int. J. Approx. Reason., 2018

Eigenvalues and constraints in mixture modeling: geometric and computational issues.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2018

2017

Robust estimation of mixtures of regressions with random covariates, via trimming and constraints.

[BibT_eX]

[DOI]

Stat. Comput., 2017

Fitting parabolas in noisy images.

[BibT_eX]

[DOI]

Clara I. Sánchez-Gutiérrez

Comput. Stat. Data Anal., 2017

A fuzzy approach to robust regression clustering.

[BibT_eX]

[DOI]

Francesco Dotto

Alessio Farcomeni

Adv. Data Anal. Classif., 2017

Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2017

2016

The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2016

Fuzzy Clustering Through Robust Factor Analyzers.

[BibT_eX]

[DOI]

Francesca Greselin

Proceedings of the Soft Methods for Data Science, 2016

Robust Fuzzy Clustering via Trimming and Constraints.

[BibT_eX]

[DOI]

Francesco Dotto

Alessio Farcomeni

Proceedings of the Soft Methods for Data Science, 2016

2015

Comments on: Multivariate functional outlier detection.

[BibT_eX]

[DOI]

Stat. Methods Appl., 2015

Avoiding spurious local maximizers in mixture modeling.

[BibT_eX]

[DOI]

Stat. Comput., 2015

2014

A constrained robust proposal for mixture modeling avoiding spurious solutions.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2014

2013

Grouping Around Different Dimensional Affine Subspaces.

[BibT_eX]

[DOI]

Proceedings of the Statistical Models for Data Analysis, 2013

Comments on: model-based clustering and classification with non-normal mixture distributions.

[BibT_eX]

[DOI]

Stat. Methods Appl., 2013

Robust constrained fuzzy clustering.

[BibT_eX]

[DOI]

Heinrich Fritz

Inf. Sci., 2013

A fast algorithm for robust constrained clustering.

[BibT_eX]

[DOI]

Heinrich Fritz

Comput. Stat. Data Anal., 2013

2012

The influence function of the TCLUST robust clustering procedure.

[BibT_eX]

[DOI]

Christel Ruwet

Adv. Data Anal. Classif., 2012

2011

Exploring the number of groups in robust model-based clustering.

[BibT_eX]

[DOI]

Stat. Comput., 2011

2010

Robust clusterwise linear regression through trimming.

[BibT_eX]

[DOI]

Roberto San Martin

Comput. Stat. Data Anal., 2010

A review of robust clustering methods.

[BibT_eX]

[DOI]