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Neplex committed Nov 13, 2024
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62 changes: 44 additions & 18 deletions CITATION.cff
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value: 'swh:1:dir:4b90d4f4241cb7ebded8819ba0c81389bed5b245'
repository-code: 'https://github.com/Neplex/COveR'
abstract: >-
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>.
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>.
keywords:
- clustering
- overlapping
- interval
license: GPL-2.0-or-later
version: 1.0.4
date-released: '2024-10-16'
version: 1.1.0
date-released: '2024-11-13'
references:
- title: "An extended version of the k-means method for overlapping clustering"
date-published: "2007"
type: article
doi: 10.1109/ICPR.2008.4761079
authors:
- family-names: "Cleuziou"
given-names: "Guillaume"

- title: "Non-exhaustive, Overlapping k-means"
date-published: "2015"
type: article
doi: 10.1137/1.9781611974010.105
authors:
- family-names: "Whang"
given-names: "Joyce Jiyoung"
- family-names: "Dhillon"
given-names: "Inderjit S."
- family-names: "Gleich"
given-names: "David F."

- title: "Pattern Recognition with Fuzzy Objective Function Algorithms"
date-published: "1981"
type: book
doi: 10.1007/978-1-4757-0450-1
authors:
- family-names: "Bezdek"
given-names: "James C."

- title: "Fuzzy c-means clustering methods for symbolic interval data"
date-published: "2005"
type: article
doi: 10.1016/j.patrec.2006.08.014
authors:
- family-names: "de Carvalho"
given-names: "Francisco de A.T."
2 changes: 1 addition & 1 deletion DESCRIPTION
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Package: COveR
Title: Clustering with Overlaps
Version: 1.0.4
Version: 1.1.0
Authors@R: c(
person("Guillaume", "Cleuziou", email = "guillaume.cleuziou@univ-orleans.fr", role = "aut"),
person("Nicolas", "Hiot", email = "nicolas.hiot@univ-orleans.fr", role = "cre", comment = c(ORCID = "0000-0003-4318-4906")))
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2 changes: 1 addition & 1 deletion codemeta.json
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"R",
"C"
],
"version": "1.0.4",
"version": "1.1.0",
"contIntegration": "https://github.com/Neplex/COveR/actions",
"codemeta:continuousIntegration": {
"id": "https://github.com/Neplex/COveR/actions"
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