SOMbrero: an R package for numeric and non-numeric self-organizing maps - INRAE - Institut national de recherche pour l’agriculture, l’alimentation et l’environnement
Communication Dans Un Congrès Année : 2014

SOMbrero: an R package for numeric and non-numeric self-organizing maps

Résumé

This paper presents SOMbrero, a new R package for self-organizing maps. Along with the standard SOM algorithm for numeric data, it implements self-organizing maps for contingency tables ("Korresp") and for dissimilarity data ("relational SOM"), all relying on stochastic (i.e., on-line) training. It offers many graphical outputs and diagnostic tools, and comes with a user-friendly web graphical interface, based on the shiny R package.

Dates et versions

hal-02743631 , version 1 (03-06-2020)

Identifiants

Citer

Julien Boelaert, Laura Bendhaiba, Madalina Olteanu, Nathalie N. Villa-Vialaneix. SOMbrero: an R package for numeric and non-numeric self-organizing maps. WSOM 2014, Jul 2014, Mittweida, Germany. ⟨10.1007/978-3-319-07695-9_21⟩. ⟨hal-02743631⟩
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