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Self-organizing Maps
Teuvo Kohonen
€ 290.38
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Description for Self-organizing Maps
Paperback. The Self-Organizing Map (SOM), with its variants, is the most artificial neural network algorithm in the unsupervised learning category. This edition includes a survey of over 2000 contemporary studies to cover the results and provides the case examples with detailed formulae, illustrations and tables. Series: Springer Series in Information Sciences. Num Pages: 502 pages, 177 black & white illustrations, 1 colour illustrations, 19 black & white tables, biograp. BIC Classification: PHVN; TJK; UYQN. Category: (P) Professional & Vocational. Dimension: 233 x 157 x 28. Weight in Grams: 740.
Since the second edition of this book came out in early 1997, the number of scientific papers published on the Self-Organizing Map (SOM) has increased from about 1500 to some 4000. Also, two special workshops dedicated to the SOM have been organized, not to mention numerous SOM sessions in neural network conferences. In view of this growing interest it was felt desirable to make extensive revisions to this book. They are of the following nature. Statistical pattern analysis has now been approached more carefully than earlier. A more detailed discussion of the eigenvectors and eigenvalues of symmetric matrices, which are ... Read more
Since the second edition of this book came out in early 1997, the number of scientific papers published on the Self-Organizing Map (SOM) has increased from about 1500 to some 4000. Also, two special workshops dedicated to the SOM have been organized, not to mention numerous SOM sessions in neural network conferences. In view of this growing interest it was felt desirable to make extensive revisions to this book. They are of the following nature. Statistical pattern analysis has now been approached more carefully than earlier. A more detailed discussion of the eigenvectors and eigenvalues of symmetric matrices, which are ... Read more
Product Details
Format
Paperback
Publication date
2000
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
502
Condition
New
Series
Springer Series in Information Sciences
Number of Pages
502
Place of Publication
Berlin, Germany
ISBN
9783540679219
SKU
V9783540679219
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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