|Authors:||Ron Wehrens, Lutgarde M. C. Buydens|
|Title:||Self- and Super-organizing Maps in R: The kohonen Package|
|Abstract:||In this age of ever-increasing data set sizes, especially in the natural sciences, visualisation becomes more and more important. Self-organizing maps have many features that make them attractive in this respect: they do not rely on distributional assumptions, can handle huge data sets with ease, and have shown their worth in a large number of applications. In this paper, we highlight the kohonen package for R, which implements self-organizing maps as well as some extensions for supervised pattern recognition and data fusion.|
Page views:: 34449. Submitted: 2007-05-04. Published: 2007-10-08.
Self- and Super-organizing Maps in R: The kohonen Package
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