New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing

Name: New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642058202
Price: 3426 CZK
Availability: InStock

Autor: Leszek Rutkowski

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele

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This book presents new soft computing techniques for system modeling, pattern classification and ima...

Informace o knize

Autor

Leszek Rutkowski

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

374

EAN

9783642058202

ISBN

3642058205

Enbook ID

01651149

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

593

Rozměry

169 x 20 x 21

Kompletní popis

This book presents new soft computing techniques for system modeling, pattern classification and image processing. The book consists of three parts, the first of which is devoted to probabilistic neural networks including a new approach which has proven to be useful for handling regression and classification problems in time-varying environments. The second part of the book is devoted to Soft Computing techniques for Image Compression including the vector quantization technique. The third part analyzes various types of recursive least square techniques for neural network learning as well as discussing hardware implemenations using systolic technology. By integrating various disciplines from the fields of soft computing science and engineering the book presents the key concepts for the creation of a human-friendly technology in our modern information society.

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New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing

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