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DESCRIPTION
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DESCRIPTION
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Package: CEC
Type: Package
Title: Cross-Entropy Clustering
Version: 0.11.2
Date: 2024-10-10
Authors@R: c(
person("Kamieniecki", "Konrad", email = "konrad.kamieniecki@alumni.uj.edu.pl",
role = c("aut")),
person("Spurek", "Przemyslaw", email = "przemyslaw.spurek@gmail.com",
role = c("ctb")),
person("Simon", "Garnier", email = "garnier@njit.edu", role = c("cre", "ctb"),
comment = c(ORCID = "0000-0002-3886-3974"))
)
Maintainer: Simon Garnier <garnier@njit.edu>
Description: Splits data into Gaussian type clusters using the Cross-Entropy
Clustering ('CEC') method. This method allows for the simultaneous use of
various types of Gaussian mixture models, for performing the reduction of
unnecessary clusters, and for discovering new clusters by splitting them.
'CEC' is based on the work of Spurek, P. and Tabor, J. (2014)
<doi:10.1016/j.patcog.2014.03.006>.
ByteCompile: true
URL: https://github.com/swarm-lab/cec,
https://swarm-lab.github.io/cec/
Encoding: UTF-8
LazyData: true
Imports:
graphics,
methods,
stats,
utils
NeedsCompilation: yes
License: GPL-3
RoxygenNote: 7.3.2
Suggests:
covr