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:: 34712. Submitted: 2007-05-04. Published: 2007-10-08. |
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Paper: |
Self- and Super-organizing Maps in R: The kohonen Package
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DOI: |
10.18637/jss.v021.i05
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![]() This work is licensed under the licenses Paper: Creative Commons Attribution 3.0 Unported License Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license. |