COveR

Clustering with Overlaps

Provide functions for overlaps clustering, fuzzy clustering and interval-valued data manipulation. The package implement the following algorithms: OKM (Overlapping Kmeans) from Cleuziou, G. (2007) <doi:10.1109/icpr.2008.4761079> ; NEOKM (Non-exhaustive overlapping Kmeans) from Whang, J. J., Dhillon, I. S., and Gleich, D. F. (2015) <doi:10.1137/1.9781611974010.105> ; Fuzzy Cmeans from Bezdek, J. C. (1981) <doi:10.1007/978-1-4757-0450-1> ; Fuzzy I-Cmeans from de A.T. De Carvalho, F. (2005) <doi:10.1016/j.patrec.2006.08.014>.

Total

1,368

Last month

4

Last week

3

Average per day

0

Daily downloads

Total downloads

Description file content

Package
COveR
Title
Clustering with Overlaps
Version
1.0.3
Maintainer
Guillaume Cleuziou
Description
Provide functions for overlaps clustering, fuzzy clustering and interval-valued data manipulation. The package implement the following algorithms: OKM (Overlapping Kmeans) from Cleuziou, G. (2007) ; NEOKM (Non-exhaustive overlapping Kmeans) from Whang, J. J., Dhillon, I. S., and Gleich, D. F. (2015) ; Fuzzy Cmeans from Bezdek, J. C. (1981) ; Fuzzy I-Cmeans from de A.T. De Carvalho, F. (2005) .
Depends
R (>= 3.2.3)
License
GPL (>= 2)
Encoding
UTF-8
LazyData
true
RoxygenNote
6.0.1
Suggests
testthat
SystemRequirements
Gnu Scientific Library version >= 1.12
NeedsCompilation
yes
Packaged
2017-12-06 08:48:01 UTC; nicolas
Author
Guillaume Cleuziou [cre], Nicolas Hiot [aut]
Repository
CRAN
Date/Publication
2017-12-06 13:55:19 UTC

install.packages('COveR')

1.0.3

2 months ago

Guillaume Cleuziou

GPL (>= 2)

Depends on

R (>= 3.2.3)

Suggests

testthat

Discussions