Volume 13, Issue 1

Search all Advances in Data Analysis and Classification articles

March 2019

Special Issue on Advances on Model-Based Clustering and Classification

Issue Editors:

Salvatore Ingrassia,
Agustín MAYO-ISCAR,
Sylvia FRÜHWIRTH-SCHNATTER

14 articles in this issue

Special issue on “Advances on model-based clustering and classification”
Sylvia Frühwirth-Schnatter
Salvatore Ingrassia
Agustín Mayo-Iscar
Editorial 01 March 2019 Pages: 1 - 5
Unifying data units and models in (co-)clustering
Christophe Biernacki
Alexandre Lourme
Regular Article 25 May 2018 Pages: 7 - 31
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering
Sylvia Frühwirth-Schnatter
Gertraud Malsiner-Walli
Regular Article Open access 24 August 2018 Pages: 33 - 64
Clustering via finite nonparametric ICA mixture models
Xiaotian Zhu
David R. Hunter
Regular Article 28 August 2018 Pages: 65 - 87
Finite mixture of regression models for censored data based on scale mixtures of normal distributions
Camila Borelli Zeller
Celso Rômulo Barbosa Cabral
Luis Benites
Regular Article 24 August 2018 Pages: 89 - 116
Finite mixture biclustering of discrete type multivariate data
Daniel Fernández
Richard Arnold
Roy Costilla
Regular Article 15 May 2018 Pages: 117 - 143
Finite mixtures, projection pursuit and tensor rank: a triangulation
Nicola Loperfido
Regular Article 06 September 2018 Pages: 145 - 173
Clustering space-time series: FSTAR as a flexible STAR approach
Edoardo Otranto
Massimo Mucciardi
Regular Article 07 February 2018 Pages: 175 - 199
Robust clustering for functional data based on trimming and constraints
Diego Rivera-García
Luis A. García-Escudero
Joaquín Ortega
Regular Article 03 February 2018 Pages: 201 - 225
Assessing trimming methodologies for clustering linear regression data
Francesca Torti
Domenico Perrotta
Andrea Cerioli
Regular Article Open access 30 July 2018 Pages: 227 - 257
Variable selection in model-based clustering and discriminant analysis with a regularization approach
Gilles Celeux
Cathy Maugis-Rabusseau
Mohammed Sedki
Regular Article 11 April 2018 Pages: 259 - 278
Random effects clustering in multilevel modeling: choosing a proper partition
Claudio Conversano
Massimo Cannas
Emiliano Sironi
Regular Article 12 October 2018 Pages: 279 - 301
sARI: a soft agreement measure for class partitions incorporating assignment probabilities
Abby Flynt
Nema Dean
Rebecca Nugent
Regular Article 09 October 2018 Pages: 303 - 323
Studying crime trends in the USA over the years 2000–2012
Volodymyr Melnykov
Xuwen Zhu
Regular Article 23 June 2018 Pages: 325 - 341

Volume 13, Issue 1

Special issue on “Advances on model-based clustering and classification”

Unifying data units and models in (co-)clustering

From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering

Clustering via finite nonparametric ICA mixture models

Finite mixture of regression models for censored data based on scale mixtures of normal distributions

Finite mixture biclustering of discrete type multivariate data

Finite mixtures, projection pursuit and tensor rank: a triangulation

Clustering space-time series: FSTAR as a flexible STAR approach

Robust clustering for functional data based on trimming and constraints

Assessing trimming methodologies for clustering linear regression data

Variable selection in model-based clustering and discriminant analysis with a regularization approach

Random effects clustering in multilevel modeling: choosing a proper partition

sARI: a soft agreement measure for class partitions incorporating assignment probabilities

Studying crime trends in the USA over the years 2000–2012

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