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>.
| Version: |
1.1.0 |
| Depends: |
R (≥ 3.2.3) |
| Suggests: |
testthat |
| Published: |
2024-11-13 |
| DOI: |
10.32614/CRAN.package.COveR |
| Author: |
Guillaume Cleuziou [aut],
Nicolas Hiot 
[cre] |
| Maintainer: |
Nicolas Hiot <nicolas.hiot at univ-orleans.fr> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
yes |
| SystemRequirements: |
Gnu Scientific Library version >= 1.12 |
| Materials: |
README |
| CRAN checks: |
COveR results |
Documentation:
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