SOMbrero (Q26830)
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SOM Bound to Realize Euclidean and Relational Outputs
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | SOMbrero |
SOM Bound to Realize Euclidean and Relational Outputs |
Statements
25 January 2024
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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'.
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expanded from: GPL (≥ 2) (English)
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