Variable Selection Methods for Model-based Clustering

2 July 2017

Papers citing "Variable Selection Methods for Model-based Clustering"

13 / 13 papers shown

Title
Variable selection in model-based clustering and discriminant analysis with a regularization approach G. Celeux C. Maugis-Rabusseau M. Sedki 55 41 0 02 May 2017
Variable selection for mixed data clustering: a model-based approach M. Marbac M. Sedki 41 8 0 07 Mar 2017
Variable Selection for Latent Class Analysis with Application to Low Back Pain Diagnosis Michael Fop K. Smart T. B. Murphy CML 43 45 0 10 Dec 2015
clustvarsel: A Package Implementing Variable Selection for Model-based Clustering in R Luca Scrucca A. Raftery 47 75 0 03 Nov 2014
Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler Arthur J. White J. Wyse T. B. Murphy 60 49 0 27 Feb 2014
Model-based clustering for conditionally correlated categorical data M. Marbac C. Biernacki V. Vandewalle CML 65 35 0 22 Jan 2014
Variable Selection for Clustering and Classification J. Andrews P. McNicholas 45 71 0 21 Mar 2013
Mixture of Latent Trait Analyzers for Model-Based Clustering of Categorical Data Isabella Gollini T. B. Murphy 54 84 0 10 Jan 2013
A LASSO-Penalized BIC for Mixture Model Selection Sakyajit Bhattacharya P. McNicholas 59 49 0 27 Nov 2012
Discriminative variable selection for clustering with the sparse Fisher-EM algorithm C. Bouveyron Camille Brunet 72 37 0 10 Apr 2012
ClustOfVar: An R Package for the Clustering of Variables Marie Chavent Vanessa Kuentz-Simonet Benoit Liquet J. Saracco 48 291 0 01 Dec 2011
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace C. Bouveyron Camille Brunet 76 121 0 12 Jan 2011
Penalized model-based clustering with cluster-specific diagonal covariance matrices and grouped variables Benhuai Xie Wei Pan Xiaotong Shen 127 81 0 21 Feb 2008