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somhca  

Self-Organising Maps Coupled with Hierarchical Cluster Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("somhca", "0.1.3")



Attach the package and use:
library("somhca")
Maintained by
Gianluca Pastorelli
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-23
Latest Update: 2025-01-23
Description:
Implements self-organising maps combined with hierarchical cluster analysis (SOM-HCA) for clustering and visualization of high-dimensional data. The package includes functions to estimate the optimal map size based on various quality measures and subsequently generates a model with the selected dimensions. It also performs hierarchical clustering on the map nodes to group similar units Documentation about the SOM-HCA method is provided in Pastorelli et al. (2024) <doi:10.1002/xrs.3388>.
How to cite:
Gianluca Pastorelli (2025). somhca: Self-Organising Maps Coupled with Hierarchical Cluster Analysis. R package version 0.1.3, https://cran.r-project.org/web/packages/somhca. Accessed 03 Feb. 2025.
Previous versions and publish date:
0.1.3 (2025-01-23 20:00)
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