Kohonen Maps

Description

The Self-Organizing Map, or Kohonen Map, is one of the most widely used neural network algorithms, with thousands of applications covered in the literature. It was one of the strong underlying factors in the popularity of neural networks starting in the early 80's. Currently this method has been included in a large number of commercial and public domain software packages. In this book, top experts on the SOM method take a look at the state of the art and the future of this computing paradigm.


The 30 chapters of this book cover the current status of SOM theory, such as connections of SOM to clustering, classification, probabilistic models, and energy functions. Many applications of the SOM are given, with data mining and exploratory data analysis the central topic, applied to large databases of financial data, medical data, free-form text documents, digital images, speech, and process measurements. Biological models related to the SOM are also discussed.

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1. Ebooks list page : 1995
2. Teuvo Kohonen, "Self-Organizing Maps" (3rd edition
3. [share_ebook] XML Topic Maps: Creating and Using Topic Maps for the Web
4. XML Topic Maps: Creating and Using Topic Maps for the Web
5. Google Maps Hacks: Tips & Tools for Geographic Searching and Remixing (Hacks
6. XML Topic Maps: Creating and Using Topic Maps for the Web (Repost)
7. XML Topic Maps: Creating and Using Topic Maps for the Web
8. XML Topic Maps: Creating and Using Topic Maps for the Web
9. XML Topic Maps: Creating and Using Topic Maps for the Web
10. How to Lie with Maps
11. Old Maps
12. Self-Organizing Maps
13. Self-Organizing Maps
14. Maps of The World
15. Antique Maps 1/2
16. World Maps