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COveR  

Clustering with Overlaps
View on CRAN: Click here


Download and install COveR package within the R console
Install from CRAN:
install.packages("COveR")

Install from Github:
library("remotes")
install_github("cran/COveR")

Install by package version:
library("remotes")
install_version("COveR", "1.1.0")



Attach the package and use:
library("COveR")
Maintained by
Nicolas Hiot
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-06
Latest Update: 2024-11-05
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) <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>.
How to cite:
Nicolas Hiot (2017). COveR: Clustering with Overlaps. R package version 1.1.0, https://cran.r-project.org/web/packages/COveR. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2017-11-06 10:27), 1.0.1 (2017-11-27 22:24), 1.0.3 (2017-12-06 14:55), 1.0.4 (2024-10-21 14:21)
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Complete documentation for COveR
Functions, R codes and Examples using the COveR R package
Full COveR package functions and examples
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