BMUHepta

<p>Best matching units (BMU) of an ESOM projection of the Hepta data set 
from FCPS (Fundamental Clustering Problem Suite) on an 80 x 40 planar grid of artifical neurons.</p>

datasets

By gaining the property of emergence through self-organization, the enhancement of SOMs(self organizing maps) is called Emergent SOM (ESOM). The result of the projection by ESOM is a grid of neurons which can be visualised as a three dimensional landscape in form of the Umatrix. Further details can be found in the referenced publications (see url). This package offers tools for calculating and visualising the ESOM as well as Umatrix, Pmatrix and UStarMatrix. All the functionality is also available through graphical user interfaces implemented in 'shiny'. Based on the recognized data structures, the method can be used to generate new data.

Jorn Lotsch

Umatrix

Visualization of Structures in High-Dimensional Data

Florian Lerch

Michael Thrun

Felix Pape

Raphael Paebst

Alfred Ultsch

BMUHepta function

Best matching units (BMU) of Hepta from FCPS (Fundamental Clustering Problem Suite) — BMUHepta

Best matching units (BMU) of Hepta from FCPS (Fundamental Clustering Problem Suite)

BMUHepta: Best matching units (BMU) of Hepta from FCPS (Fundamental Clustering Problem Suite)

Description

Usage

Arguments

Details

References

Examples