
mclust
 Referenced in 257 articles
[sw00563]
 Clustering, Classification, and Density Estimation , Normal Mixture Modeling fitted via EM algorithm for ModelBased...

flexmix
 Referenced in 107 articles
[sw06087]
 linear models, generalized linear models and modelbased clustering...

PGMM
 Referenced in 69 articles
[sw07981]
 Parsimonious Gaussian mixture models. Carries out modelbased clustering or classification using parsimonious Gaussian mixture...

Mixmod
 Referenced in 36 articles
[sw06991]
 Modelbased cluster and discriminant analysis with the MIXMOD software. The Mixture Modeling (MIXMOD) program...

mixture
 Referenced in 22 articles
[sw14633]
 Gaussian parsimonious clustering models (GPCMs) for modelbased clustering and modelbased classification...

funHDDC
 Referenced in 18 articles
[sw11130]
 package funHDDC: Modelbased clustering in groupspecific functional subspaces: Modelbased clustering of time...

clustvarsel
 Referenced in 16 articles
[sw07967]
 package clustvarsel: Variable Selection for ModelBased Clustering. A function which implements variable selection methodology ... modelbased clustering which allows to find the (locally) optimal subset of variables...

flowClust
 Referenced in 23 articles
[sw14266]
 flowClust Bioconductor package: Robust modelbased clustering using a tmixture model with...

teigen
 Referenced in 13 articles
[sw07950]
 package teigen: Modelbased clustering and classification with the multivariate tdistribution. Fits multivariate...

clustMD
 Referenced in 10 articles
[sw25059]
 Model Based Clustering for Mixed Data. Modelbased clustering of mixed data (i.e. data which...

otrimle
 Referenced in 11 articles
[sw17889]
 package otrimle. Robust ModelBased Clustering. Performs robust cluster analysis allowing for outliers and noise...

MixGHD
 Referenced in 9 articles
[sw18474]
 package MixGHD. Model Based Clustering, Classification and Discriminant Analysis Using the Mixture ... Generalized Hyperbolic Distributions. Carries out modelbased clustering, classification and discriminant analysis using five different...

EMCluster
 Referenced in 6 articles
[sw24496]
 package EMCluster: EM Algorithm for ModelBased Clustering of Finite Mixture Gaussian Distribution. EM algorithms ... several efficient initialization methods for modelbased clustering of finite mixture Gaussian distribution with unstructured...

MixMoGenD
 Referenced in 5 articles
[sw08624]
 Variable selection in modelbased clustering using multilocus genotype data. We propose a variable selection ... procedure in modelbased clustering using multilocus genotype data. Indeed, it may happen that some...

VarSelLCM
 Referenced in 6 articles
[sw15183]
 VarSelLCM: Variable Selection for ModelBased Clustering using the Integrated CompleteData Likelihood...

Rankcluster
 Referenced in 6 articles
[sw16101]
 package Rankcluster. Implementation of a modelbased clustering algorithm for ranking data. Multivariate rankings...

curvclust
 Referenced in 6 articles
[sw07435]
 presence of interindividual variability. Curve clustering has longly been studied especially using splines to account ... model irregular curves such as peaklike data. Our method is based on a wavelet ... propose an efficient dimension reduction step based on wavelet thresholding adapted to multiple curves ... that can be used for a modelbased clustering algorithm and for which we develop...

mtclust
 Referenced in 3 articles
[sw34571]
 parsimonious modelbased clustering. We introduce a robust clustering procedure for parsimonious modelbased clustering...

SelvarMix
 Referenced in 3 articles
[sw24498]
 SelvarMix: Regularization for Variable Selection in ModelBased Clustering and Discriminant Analysis. Performs a regularization ... approach to variable selection in the modelbased clustering and classification frameworks. First, the variables...

ArrayCluster
 Referenced in 4 articles
[sw20488]
 number of genes. Application of commonly used clustering methods to such a dataset however ... such difficulty, we developed a novel modelbased clustering method, referred to as the mixed...