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Books in English > Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics > New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing

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: 01651149
Price: 59474 HUF
Availability: InStock
Author: Leszek Rutkowski
ISBN: 9783642058202

Leszek Rutkowski

Language

English

Book Paperback

Libristo code: 01651149

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, December 2010

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

Libristo code: 01651149

406 b

59 474 Ft

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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.