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 ORCID iD [aut, cre], Adelaide Freitas ORCID iD [ctb], Giorgia Zaccaria ORCID iD [ctb]
Maintainer: Prosper Ablordeppey <pablordeppey at>
License: GPL-3
NeedsCompilation: no
Materials: README NEWS
CRAN checks: simuclustfactor results


Reference manual: simuclustfactor.pdf


Package source: simuclustfactor_0.0.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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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