# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: COveR
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Guillaume
    family-names: Cleuziou
    email: guillaume.cleuziou@univ-orleans.fr
    affiliation: 'LIFO, Université d''Orléans'
  - given-names: Nicolas
    family-names: Hiot
    affiliation: 'LIFO, Université d''Orléans'
    orcid: 'https://orcid.org/0000-0003-4318-4906'
    email: nicolas.hiot@univ-orleans.fr
identifiers:
  - type: swh
    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>.
keywords:
  - clustering
  - overlapping
  - interval
license: GPL-2.0-or-later
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."

{
  "@context": "https://doi.org/10.5063/schema/codemeta-2.0",
  "type": "SoftwareSourceCode",
  "applicationCategory": "Computer Science",
  "author": [
    {
      "id": "_:author_1",
      "type": "Person",
      "affiliation": {
        "type": "Organization",
        "name": "LIFO, Université d'Orléans"
      },
      "email": "guillaume.cleuziou@univ-orleans.fr",
      "familyName": "Cleuziou",
      "givenName": "Guillaume"
    },
    {
      "type": "schema:Role",
      "schema:author": "_:author_1",
      "schema:roleName": "Creator"
    },
    {
      "id": "https://orcid.org/0000-0003-4318-4906",
      "type": "Person",
      "affiliation": {
        "type": "Organization",
        "name": "LIFO, Université d'Orléans"
      },
      "email": "nicolas.hiot@univ-orleans.fr",
      "familyName": "Hiot",
      "givenName": "Nicolas"
    },
    {
      "type": "schema:Role",
      "schema:author": "https://orcid.org/0000-0003-4318-4906",
      "schema:roleName": "Developer"
    }
  ],
  "codeRepository": "git+https://github.com/Neplex/COveR.git",
  "dateCreated": "2017-05-11",
  "dateModified": "2017-12-06",
  "datePublished": "2017-09-25",
  "description": "Provide functions for overlaps clustering, fuzzy clustering and interval-valued data manipulation. The package implement the following algorithms:\n- OKM (Overlapping Kmeans) from Cleuziou, G. (2007) <doi:10.1109/icpr.2008.4761079> ;\n- NEOKM (Non-exhaustive overlapping Kmeans) from Whang, J. J., Dhillon, I. S., and Gleich, D. F. (2015) <doi:10.1137/1.9781611974010.105> ;\n- Fuzzy Cmeans from Bezdek, J. C. (1981) <doi:10.1007/978-1-4757-0450-1> ;\n- Fuzzy I-Cmeans from de A.T. De Carvalho, F. (2005) <doi:10.1016/j.patrec.2006.08.014>",
  "funder": {
    "type": "Organization",
    "name": "Université d'Orléans"
  },
  "keywords": [
    "clustering",
    "overlapping",
    "interval"
  ],
  "license": "https://spdx.org/licenses/GPL-2.0+",
  "name": "COveR",
  "programmingLanguage": [
    "R",
    "C"
  ],
  "version": "1.1.0",
  "contIntegration": "https://github.com/Neplex/COveR/actions",
  "codemeta:continuousIntegration": {
    "id": "https://github.com/Neplex/COveR/actions"
  },
  "developmentStatus": "concept",
  "issueTracker": "https://github.com/Neplex/COveR/issues"
}