# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "UniversalCVI" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'UniversalCVI: Hard and Soft Cluster Validity Indices'
version: 1.1.2
doi: 10.1016/j.patcog.2023.109910
identifiers:
- type: doi
  value: 10.32614/CRAN.package.UniversalCVI
abstract: 'Algorithms for checking the accuracy of a clustering result with known
  classes, computing cluster validity indices, and generating plots for comparing
  them. The package is compatible with K-means, fuzzy C means, EM clustering, and
  hierarchical clustering (single, average, and complete linkage). The details of
  the indices in this package can be found in: C. Alok. (2010) <https://hdl.handle.net/10603/93443>,
  J. C. Bezdek, M. Moshtaghi, T. Runkler, C. Leckie (2016) <https://doi.org/10.1109/TFUZZ.2016.2540063>,
  T. Calinski, J. Harabasz (1974) <https://doi.org/10.1080/03610927408827101>, C.
  H. Chou, M. C. Su, E. Lai (2004) <https://doi.org/10.1007/s10044-004-0218-1>, D.
  L. Davies, D. W. Bouldin (1979) <https://doi.org/10.1109/TPAMI.1979.4766909>, J.
  C. Dunn (1973) <https://doi.org/10.1080/01969727308546046>, F. Haouas, Z. Ben Dhiaf,
  A. Hammouda, B. Solaiman (2017) <https://doi.org/10.1109/FUZZ-IEEE.2017.8015651>,
  M. Kim, R. S. Ramakrishna (2005) <https://doi.org/10.1016/j.patrec.2005.04.007>,
  S. H. Kwon (1998) <https://doi.org/10.1049/EL:19981523>, S. H. Kwon, J. Kim, S.
  H. Son (2021) <https://doi.org/10.1049/ell2.12249>, G. W. Miligan (1980) <https://doi.org/10.1007/BF02293907>,
  M. K. Pakhira, S. Bandyopadhyay, U. Maulik (2004) <https://doi.org/10.1016/j.patcog.2003.06.005>,
  M. Popescu, J. C. Bezdek, T. C. Havens, J. M. Keller (2013) <https://doi.org/10.1109/TSMCB.2012.2205679>,
  S. Saitta, B. Raphael, I. Smith (2007) <https://doi.org/10.1007/978-3-540-73499-4_14>,
  A. Starczewski (2017) <https://doi.org/10.1007/s10044-015-0525-8>, Y. Tang, F. Sun,
  Z. Sun (2005) <https://doi.org/10.1109/ACC.2005.1470111>, N. Wiroonsri (2024) <https://doi.org/10.1016/j.patcog.2023.109910>,
  N. Wiroonsri, O. Preedasawakul (2023) <arXiv:2308.14785>, C. H. Wu, C. S. Ouyang,
  L. W. Chen, L. W. Lu (2015) <https://doi.org/10.1109/TFUZZ.2014.2322495> and X.
  Xie, G. Beni (1991) <https://doi.org/10.1109/34.85677>.'
authors:
- family-names: Wiroonsri
  given-names: Nathakhun
  email: nathakhun.wir@kmutt.ac.th
  orcid: https://orcid.org/0000-0003-2167-9641
- family-names: Preedasawakul
  given-names: Onthada
  email: o.preedasawakul@gmail.com
  orcid: https://orcid.org/0000-0002-4186-3158
preferred-citation:
  type: article
  title: Clustering performance analysis using a new correlation based cluster validity
    index
  authors:
  - name: Nathakhun Wiroonsri
  journal: Pattern Recognition
  year: '2024'
  doi: 10.1016/j.patcog.2023.109910
repository: https://nwiroonsri.r-universe.dev
commit: 22f09f3ed35afe8500bc3e7ec43f8b23429348fd
date-released: '2024-03-31'
contact:
- family-names: Wiroonsri
  given-names: Nathakhun
  email: nathakhun.wir@kmutt.ac.th
  orcid: https://orcid.org/0000-0003-2167-9641
references:
- type: article
  title: A correlation-based fuzzy cluster validity index with secondary options detector
  authors:
  - name: Nathakhun Wiroonsri
  - name: Onthada Preedasawakul
  journal: arXiv:2308.14785
  year: '2023'
  doi: 10.48550/arXiv.2308.14785