An Overview of SOM Literature

  • Teuvo Kohonen
Part of the Springer Series in Information Sciences book series (SSINF, volume 30)

Abstract

The number of scientific papers that analyze, extend, or apply the SOM algorithms or otherwise directly benefit from them is already on the order of 4000 at the moment of writing. In the second edition of IS30, this figure was still about 1500. One of the problems therefore was where to draw the line in referring to the literature. It would have been absurd to add to this edition some 150 pages of extra text relating to new references. As most of the SOM papers, with a complete documentation, are anyway listed and indexed in the Internet [2.80] at the address http://www.icsi.berkeley.edu/~jagota/NCS, only the newest books and some of the most central new papers have been added to this third edition. At the same time, this chapter has been thoroughly restructured.

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