Volume 16, Issue 1

March 2022

Special Issue on "Models and Learning for Clustering and Classification"

Issue Editors:

9 articles in this issue

Editorial for ADAC issue 1 of volume 16 (2022)
Salvatore Ingrassia
Julien Jacques
Weixin Yao
Editorial 01 March 2022 Pages: 1 - 3
Model-based clustering and outlier detection with missing data
Hung Tong
Cristina Tortora
Regular Article 22 January 2022 Pages: 5 - 30
Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets
Robin Fuchs
Denys Pommeret
Cinzia Viroli
Regular Article 06 October 2021 Pages: 31 - 53
Unobserved classes and extra variables in high-dimensional discriminant analysis
Michael Fop
Pierre-Alexandre Mattei
Thomas Brendan Murphy
Regular Article Open access 01 March 2022 Pages: 55 - 92
Multivariate cluster weighted models using skewed distributions
Michael P. B. Gallaugher
Salvatore D. Tomarchio
Antonio Punzo
Regular Article 15 November 2021 Pages: 93 - 124
Strong consistency of the MLE under two-parameter Gamma mixture models with a structural scale parameter
Mingxing He
Jiahua Chen
Regular Article 22 November 2021 Pages: 125 - 154
Robust optimal classification trees under noisy labels
Victor Blanco
Alberto Japón
Justo Puerto
Regular Article Open access 05 October 2021 Pages: 155 - 179
Robust clustering of functional directional data
Pedro C. Álvarez-Esteban
Luis A. García-Escudero
Regular Article Open access 09 December 2021 Pages: 181 - 199
An empirical comparison and characterisation of nine popular clustering methods
Christian Hennig
Regular Article 09 January 2022 Pages: 201 - 229

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