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FisherEM

The FisherEM Algorithm to Simultaneously Cluster and Visualize High-Dimensional Data

v1.6 · Sep 28, 2020 · GPL-2

Description

The FisherEM algorithm, proposed by Bouveyron & Brunet (2012) <doi:10.1007/s11222-011-9249-9>, is an efficient method for the clustering of high-dimensional data. FisherEM models and clusters the data in a discriminative and low-dimensional latent subspace. It also provides a low-dimensional representation of the clustered data. A sparse version of Fisher-EM algorithm is also provided.

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CRAN incoming feasibility

Maintainer: ‘Charles Bouveyron <charles.bouveyron@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Charles",
                      family = "Bouveyron",
                      role = c("aut", "cre"),
                      email = "charles.bouveyron@gmail.com"),
               person(given = c("Camille", "Brunet", "&", "Nicolas"),
                      family = "Jouvin.",
                      role = "aut"))
as necessary.

Package CITATION file contains call(s) to old-style personList() or
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CRAN incoming feasibility

Maintainer: ‘Charles Bouveyron <charles.bouveyron@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Charles",
                      family = "Bouveyron",
                      role = c("aut", "cre"),
                      email = "charles.bouveyron@gmail.com"),
               person(given = c("Camille", "Brunet", "&", "Nicolas"),
                      family = "Jouvin.",
                      role = "aut"))
as necessary.

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Charles Bouveyron <charles.bouveyron@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Charles",
                      family = "Bouveyron",
                      role = c("aut", "cr
...[truncated]...
e = "aut"))
as necessary.

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Charles Bouveyron <charles.bouveyron@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Charles",
                      family = "Bouveyron",
                      role = c("aut", "cr
...[truncated]...
e = "aut"))
as necessary.

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Dependency Network

Dependencies Reverse dependencies MASS elasticnet ggplot2 ellipse plyr FisherEM

Version History

new 1.6 Mar 10, 2026
updated 1.6 ← 1.5.2 diff Sep 27, 2020
updated 1.5.2 ← 1.5.1 diff Jul 21, 2020
updated 1.5.1 ← 1.5 diff Oct 10, 2018
updated 1.5 ← 1.4 diff Oct 8, 2018
updated 1.4 ← 1.3.2 diff Jun 27, 2013
updated 1.3.2 ← 1.3.1 diff Feb 20, 2013
updated 1.3.1 ← 1.3 diff Feb 19, 2013
updated 1.3 ← 1.2 diff Feb 12, 2013
updated 1.2 ← 1.1.2 diff Jul 12, 2012
updated 1.1.2 ← 1.0 diff May 28, 2011
new 1.0 May 10, 2011