New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing
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Author
Publication
2004 - Springer Berlin Heidelberg, Berlin, Heidelberg, Germany
Language
English
Word Count
93,250 words, Guess
Page Count
373 pages
Physical Format
Electronic resource
Identifiers
- Internet Archivenewsoftcomputing00dpro
- ISBN-103642058205
- ISBN-10354040046X
- ISBN-139783642058202
- ISBN-139783540400462
and 4 more
- OCLC Control Number851829380
- Better World Books9783540400462
- Better World Books9783642058202
- Open LibraryOL27077271M
Classifications
- DDC519
- LCCTA329-348
- LCCTA640-643
and 1 more
- LCCQA75.5-76.95
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 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.
Subjects
Series Statement
- Studies in Fuzziness and Soft Computing -- 143
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