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mclust
- Referenced in 304 articles
[sw00563]
- Clustering, Classification, and Density Estimation , Normal Mixture Modeling fitted via EM algorithm for Model-Based...
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flexmix
- Referenced in 122 articles
[sw06087]
- linear models, generalized linear models and model-based clustering...
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PGMM
- Referenced in 73 articles
[sw07981]
- Parsimonious Gaussian mixture models. Carries out model-based clustering or classification using parsimonious Gaussian mixture...
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mixture
- Referenced in 31 articles
[sw14633]
- Gaussian parsimonious clustering models (GPCMs) for model-based clustering and model-based classification...
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funHDDC
- Referenced in 25 articles
[sw11130]
- package funHDDC: Model-based clustering in group-specific functional subspaces: Model-based clustering of time...
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Mixmod
- Referenced in 37 articles
[sw06991]
- Model-based cluster and discriminant analysis with the MIXMOD software. The Mixture Modeling (MIXMOD) program...
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clustvarsel
- Referenced in 21 articles
[sw07967]
- package clustvarsel: Variable Selection for Model-Based Clustering. A function which implements variable selection methodology ... model-based clustering which allows to find the (locally) optimal subset of variables...
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flowClust
- Referenced in 25 articles
[sw14266]
- flowClust Bioconductor package: Robust model-based clustering using a t-mixture model with...
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clustMD
- Referenced in 13 articles
[sw25059]
- Model Based Clustering for Mixed Data. Model-based clustering of mixed data (i.e. data which...
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teigen
- Referenced in 16 articles
[sw07950]
- package teigen: Model-based clustering and classification with the multivariate t-distribution. Fits multivariate...
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MBCbook
- Referenced in 11 articles
[sw29892]
- MBCbook: Companion Package for the Book ”Model-Based Clustering and Classification for Data Science ... that are used in the book ”Model-Based Clustering and Classification for Data Science...
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MixGHD
- Referenced in 12 articles
[sw18474]
- package MixGHD. Model Based Clustering, Classification and Discriminant Analysis Using the Mixture ... Generalized Hyperbolic Distributions. Carries out model-based clustering, classification and discriminant analysis using five different...
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otrimle
- Referenced in 13 articles
[sw17889]
- package otrimle. Robust Model-Based Clustering. Performs robust cluster analysis allowing for outliers and noise...
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EMCluster
- Referenced in 6 articles
[sw24496]
- package EMCluster: EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution. EM algorithms ... several efficient initialization methods for model-based clustering of finite mixture Gaussian distribution with unstructured...
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MixMoGenD
- Referenced in 6 articles
[sw08624]
- Variable selection in model-based clustering using multilocus genotype data. We propose a variable selection ... procedure in model-based clustering using multilocus genotype data. Indeed, it may happen that some...
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mtclust
- Referenced in 5 articles
[sw34571]
- parsimonious model-based clustering. We introduce a robust clustering procedure for parsimonious model-based clustering...
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Rankcluster
- Referenced in 7 articles
[sw16101]
- package Rankcluster. Implementation of a model-based clustering algorithm for ranking data. Multivariate rankings...
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VarSelLCM
- Referenced in 6 articles
[sw15183]
- VarSelLCM: Variable Selection for Model-Based Clustering using the Integrated Complete-Data Likelihood...
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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 peak-like 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 model-based clustering algorithm and for which we develop...
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cntclust
- Referenced in 3 articles
[sw40587]
- Robust model-based clustering with mild and gross outliers. We propose a model-based clustering...