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

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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 class...

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Bibliographic Details
Main Author: Rutkowski, Leszek
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2004.
Series:Studies in fuzziness and soft computing ; 143.
Subjects:
Engineering.
Artificial intelligence.
Computer vision.
Optical pattern recognition.
Mathematics.
System theory.
Engineering mathematics.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Probabilistic Neural Networks in a Non-stationary Environment
  • Soft Computing Techniques for Image Compression
  • Recursive Least Square Methods for Neural Network Learning and their Systolic Implementations.