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SOMbrero  

SOM Bound to Realize Euclidean and Relational Outputs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SOMbrero", "1.5.0")



Attach the package and use:
library("SOMbrero")
Maintained by
Nathalie Vialaneix
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-03-28
Latest Update: 2025-06-19
Description:
The stochastic (also called on-line) version of the Self-Organising Map (SOM) algorithm is provided. Different versions of the algorithm are implemented, for numeric and relational data and for contingency tables as described, respectively, in Kohonen (2001) <isbn:3-540-67921-9>, Olteanu & Villa-Vialaneix (2005) <doi:10.1016/j.neucom.2013.11.047> and Cottrell et al (2004) <doi:10.1016/j.neunet.2004.07.010>. The package also contains many plotting features (to help the user interpret the results), can handle (and impute) missing values and is delivered with a graphical user interface based on 'shiny'.
How to cite:
Nathalie Vialaneix (2015). SOMbrero: SOM Bound to Realize Euclidean and Relational Outputs. R package version 1.5.0, https://cran.r-project.org/web/packages/SOMbrero. Accessed 05 Mar. 2026.
Previous versions and publish date:
1.0 (2015-03-28 19:38), 1.1 (2015-11-04 19:04), 1.2-2 (2017-09-20 10:55), 1.2-3 (2018-02-05 19:52), 1.2-4 (2019-03-07 18:32), 1.2-5 (2020-03-05 13:20), 1.2 (2016-09-02 14:54), 1.3-1 (2020-08-11 09:50), 1.3 (2020-06-08 17:00), 1.4-1 (2022-01-03 18:10), 1.4-2 (2024-01-25 23:10), 1.4-3 (2025-06-19 20:30), 1.4.4 (2025-08-18 18:00), 1.4 (2022-01-03 13:50)
Other packages that cited SOMbrero R package
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Complete documentation for SOMbrero
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