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EMCluster

swMATH ID: 24496
Software Authors: Wei-Chen Chen, Ranjan Maitra, Volodymyr Melnykov, Dan Nettleton, David Faden, Rouben Rostamian
Description: R package EMCluster: EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution. EM algorithms and several efficient initialization methods for model-based clustering of finite mixture Gaussian distribution with unstructured dispersion in both of unsupervised and semi-supervised learning
Homepage: https://cran.r-project.org/web/packages/EMCluster/index.html
Dependencies: R
Related Software: mclust; R; Rmixmod; mixsmsn; mixtools; TCLUST; clustMD; flexmix; pdfCluster; NbClust; fpc; cluster (R); mixture; BayesLCA; poLCA; e1071; PGMM; kohonen; PPCI; AS 136
Referenced in: 3 Publications

Referenced in 1 Field

3 Statistics (62-XX)

Referencing Publications by Year