Other packages > Find by keyword >

simuclustfactor  

Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets
View on CRAN: Click here


Download and install simuclustfactor package within the R console
Install from CRAN:
install.packages("simuclustfactor")

Install from Github:
library("remotes")
install_github("cran/simuclustfactor")

Install by package version:
library("remotes")
install_version("simuclustfactor", "0.0.3")



Attach the package and use:
library("simuclustfactor")
Maintained by
Prosper Ablordeppey
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-10-18
Latest Update: 2022-10-18
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>.
How to cite:
Prosper Ablordeppey (2022). simuclustfactor: Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets. R package version 0.0.3, https://cran.r-project.org/web/packages/simuclustfactor. Accessed 18 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited simuclustfactor R package
View simuclustfactor citation profile
Other R packages that simuclustfactor depends, imports, suggests or enhances
Complete documentation for simuclustfactor
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA