simuclustfactor: Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets

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>.

Version:	0.0.3
Depends:	R (≥ 2.10)
Imports:	methods, stats, Rdpack
Suggests:	testthat (≥ 3.0.0)
Published:	2022-10-18
DOI:	10.32614/CRAN.package.simuclustfactor
Author:	Prosper Ablordeppey [aut, cre], Adelaide Freitas [ctb], Giorgia Zaccaria [ctb]
Maintainer:	Prosper Ablordeppey <pablordeppey at ua.pt>
License:	GPL-3
NeedsCompilation:	no
Materials:	README NEWS
CRAN checks:	simuclustfactor results

Documentation:

Reference manual:

simuclustfactor.pdf

Downloads:

Package source:	simuclustfactor_0.0.3.tar.gz
Windows binaries:	r-devel: simuclustfactor_0.0.3.zip, r-release: simuclustfactor_0.0.3.zip, r-oldrel: simuclustfactor_0.0.3.zip
macOS binaries:	r-release (arm64): simuclustfactor_0.0.3.tgz, r-oldrel (arm64): simuclustfactor_0.0.3.tgz, r-release (x86_64): simuclustfactor_0.0.3.tgz, r-oldrel (x86_64): simuclustfactor_0.0.3.tgz

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