Package: simuclustfactor
Type: Package
Title: Simultaneous Clustering and Factorial Decomposition of Three-Way
        Datasets
Version: 0.0.3
Authors@R: c(
    person("Prosper", "Ablordeppey", role = c("aut", "cre"), email = "pablordeppey@ua.pt",
      comment = c(ORCID = "0000-0002-5581-7005")),
    person("Adelaide", "Freitas", role = "ctb", email = "adelaide@ua.pt",
      comment = c(ORCID = "0000-0002-4685-1615")),
    person("Giorgia", "Zaccaria", role = "ctb", email = "giorgia.zaccaria@unitelmasapienza.it",
      comment = c(ORCID = "0000-0001-9119-9104")))
Maintainer: Prosper Ablordeppey <pablordeppey@ua.pt>
Description: Implements two iterative techniques called T3Clus and 3Fkmeans, aimed at simultaneously clustering objects and a factorial dimensionality reduction of variables and occasions on three-mode datasets developed by Vichi et al. (2007) <doi:10.1007/s00357-007-0006-x>. Also, we provide a convex combination of these two simultaneous procedures called CT3Clus and based on a hyperparameter alpha (alpha in [0,1], with 3FKMeans for alpha=0 and T3Clus for alpha= 1) also developed by Vichi et al. (2007) <doi:10.1007/s00357-007-0006-x>. Furthermore, we implemented the traditional tandem procedures of T3Clus (TWCFTA) and 3FKMeans (TWFCTA) for sequential clustering-factorial decomposition (TWCFTA), and vice-versa (TWFCTA) proposed by P. Arabie and L. Hubert (1996) <doi:10.1007/978-3-642-79999-0_1>.
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.2.1
Depends: R (>= 2.10)
Imports: methods, stats, Rdpack
RdMacros: Rdpack
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2022-10-17 16:54:46 UTC; iCETEE
Author: Prosper Ablordeppey [aut, cre]
    (<https://orcid.org/0000-0002-5581-7005>),
  Adelaide Freitas [ctb] (<https://orcid.org/0000-0002-4685-1615>),
  Giorgia Zaccaria [ctb] (<https://orcid.org/0000-0001-9119-9104>)
Repository: CRAN
Date/Publication: 2022-10-18 06:40:05 UTC
Built: R 4.6.0; ; 2026-04-26 01:58:57 UTC; unix
