Volume 14, Issue 2

Search all Advances in Data Analysis and Classification articles

June 2020

Innovations on Model Based Clustering and Classification

Issue Editors:

Christophe Biernacki,
Luis Angel GARCIA-ESCUDERO,
Salvatore Ingrassia

11 articles in this issue

Special issue on “Innovations on model based clustering and classification”
Christophe Biernacki
Luis Angel García-Escudero
Salvatore Ingrassia
Editorial 11 June 2020 Pages: 231 - 234
Seemingly unrelated clusterwise linear regression
Giuliano Galimberti
Gabriele Soffritti
Regular Article 12 August 2019 Pages: 235 - 260
Semiparametric mixtures of regressions with single-index for model based clustering
Sijia Xiang
Weixin Yao
Regular Article 23 April 2020 Pages: 261 - 292
Gaussian parsimonious clustering models with covariates and a noise component
Keefe Murphy
Thomas Brendan Murphy
Regular Article 20 September 2019 Pages: 293 - 325
A robust approach to model-based classification based on trimming and constraints
Andrea Cappozzo
Francesca Greselin
Thomas Brendan Murphy
Regular Article 14 August 2019 Pages: 327 - 354
Mixture modeling of data with multiple partial right-censoring levels
Semhar Michael
Tatjana Miljkovic
Volodymyr Melnykov
Regular Article 21 April 2020 Pages: 355 - 378
Gaussian mixture modeling and model-based clustering under measurement inconsistency
Shuchismita Sarkar
Volodymyr Melnykov
Rong Zheng
Regular Article 12 May 2020 Pages: 379 - 413
Mixtures of skewed matrix variate bilinear factor analyzers
Michael P. B. Gallaugher
Paul D. McNicholas
Regular Article 21 November 2019 Pages: 415 - 434
Data projections by skewness maximization under scale mixtures of skew-normal vectors
Jorge M. Arevalillo
Hilario Navarro
Regular Article 10 March 2020 Pages: 435 - 461
ParticleMDI: particle Monte Carlo methods for the cluster analysis of multiple datasets with applications to cancer subtype identification
Nathan Cunningham
Jim E. Griffin
David L. Wild
Regular Article Open access 12 June 2020 Pages: 463 - 484
A stochastic block model for interaction lengths
Riccardo Rastelli
Michael Fop
Regular Article 18 June 2020 Pages: 485 - 512

Volume 14, Issue 2

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