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Variable Selection Methods for Model-based Clustering
v1v2 (latest)

Variable Selection Methods for Model-based Clustering

2 July 2017
Michael Fop
T. B. Murphy
ArXiv (abs)PDFHTML

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

14 / 14 papers shown
VICatMix: variational Bayesian clustering and variable selection for discrete biomedical data
VICatMix: variational Bayesian clustering and variable selection for discrete biomedical data
Paul D. W. Kirk
Jackie Rao
363
2
0
23 Jun 2024
A consensus-constrained parsimonious Gaussian mixture model for
  clustering hyperspectral images
A consensus-constrained parsimonious Gaussian mixture model for clustering hyperspectral images
Ganesh Babu
A. Gowen
Michael Fop
I. C. Gormley
114
2
0
05 Mar 2024
Sparse model-based clustering of three-way data via lasso-type penalties
Sparse model-based clustering of three-way data via lasso-type penaltiesJournal of Computational And Graphical Statistics (JCGS), 2023
A. Cappozzo
A. Casa
Michael Fop
148
3
0
20 Jul 2023
DiscoVars: A New Data Analysis Perspective -- Application in Variable
  Selection for Clustering
DiscoVars: A New Data Analysis Perspective -- Application in Variable Selection for Clustering
A. Demiriz
116
0
0
08 Apr 2023
Bayesian outcome-guided multi-view mixture models with applications in
  molecular precision medicine
Bayesian outcome-guided multi-view mixture models with applications in molecular precision medicine
Paul D. W. Kirk
Filippo Pagani
S. Richardson
131
1
0
01 Mar 2023
Sparse and geometry-aware generalisation of the mutual information for
  joint discriminative clustering and feature selection
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selectionStatistics and computing (Stat. Comput.), 2023
Louis Ohl
Pierre-Alexandre Mattei
C. Bouveyron
Mickael Leclercq
Arnaud Droit
F. Precioso
VLM
299
4
0
07 Feb 2023
Model based clustering of multinomial count data
Model based clustering of multinomial count dataAdvances in Data Analysis and Classification (ADAC), 2022
Panagiotis Papastamoulis
275
6
0
28 Jul 2022
Group-wise shrinkage estimation in penalized model-based clustering
Group-wise shrinkage estimation in penalized model-based clusteringJournal of Classification (J. Classif.), 2021
A. Casa
A. Cappozzo
Michael Fop
269
6
0
17 May 2021
Unobserved classes and extra variables in high-dimensional discriminant
  analysis
Unobserved classes and extra variables in high-dimensional discriminant analysisAdvances in Data Analysis and Classification (ADAC), 2021
Michael Fop
Pierre-Alexandre Mattei
C. Bouveyron
T. B. Murphy
125
7
0
03 Feb 2021
Model-based Clustering using Automatic Differentiation: Confronting
  Misspecification and High-Dimensional Data
Model-based Clustering using Automatic Differentiation: Confronting Misspecification and High-Dimensional DatabioRxiv (bioRxiv), 2019
Siva Rajesh Kasa
Vaibhav Rajan
211
0
0
08 Jul 2020
A sparse negative binomial mixture model for clustering RNA-seq count
  data
A sparse negative binomial mixture model for clustering RNA-seq count data
Tanbin Rahman
Yujia Li
Tianzhou Ma
Lu Tang
G. Tseng
177
10
0
05 Dec 2019
A Bayesian Finite Mixture Model with Variable Selection for Data with
  Mixed-type Variables
A Bayesian Finite Mixture Model with Variable Selection for Data with Mixed-type Variables
Shu Wang
J. Yabes
C. Chang
185
1
0
09 May 2019
Simultaneous Dimensionality and Complexity Model Selection for Spectral
  Graph Clustering
Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering
Congyuan Yang
Carey E. Priebe
Youngser Park
D. Marchette
239
27
0
05 Apr 2019
Model-based Clustering with Sparse Covariance Matrices
Model-based Clustering with Sparse Covariance Matrices
Michael Fop
T. B. Murphy
Luca Scrucca
237
42
0
21 Nov 2017
1
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