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

By:

Leszek Rutkowski

Format:

Paperback / softback

Series:

Studies in Fuzziness and Soft Computing

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Description

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 implementations 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.

Release date NZ

December 4th, 2010

Author

Leszek Rutkowski

Audience

Professional & Vocational

Edition

Softcover reprint of hardcover 1st ed. 2004

Illustrations

XI, 374 p.

Pages

374

Series

Studies in Fuzziness and Soft Computing

Dimensions

155x235x20

ISBN-13

9783642058202

Product ID

8939657

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