Improvements of the Kohonen R package for application of self-organising maps on large data sets

Abstract

Self-organising maps (SOMs) are popular tools for clustering and visualisation of multi-dimensional data. Especially in a world of increased availability of large datasets originating from high throughput measurements, self-organising maps provide a simple and quick way of obtaining a detailed view on the data....