Pattern Recognition and Prediction with Applications to Signal Processing

Author:
David H. Kil
Format:
Hardcover

Now:R1,529.95
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Pattern Recognition and Prediction with Applications to Signal Processing

Short description

This work covers pattern recognition and prediction with applications to signal processing audio/speech, and medical imaging.

Long description

Market: Engineers and researchers in neural networks, image processing, audio/speech, and medical imaging. This book begins by focusing on the theoretical aspect of pattern recognition and introduces an integrated pattern recognition paradigm, which combines preprocessing, low dimensional signal characterization, feature optimization, and mapping classifier architecture to good features in a seamless fashion. Later, the authors reinforce the concepts of pattern recognition and prediction with challenging real- world examples, encompassing financial market prediction, image coding, active and passive sonar processing, chaos modeling, and intelligent product design.

Product details

Contributor:
Frances B. Shin
Publisher:
American Institute of Physics
ISBN:
9781563964770
Publication date:
February 1998
Length:
244mm
Width:
163mm
Thickness:
28mm
Weight:
762g
Pages:
440
Illustrations:
Illustrated
Readership:
Tertiary education; Professional & scholarly
Illustrated:
Illustrated

Table of contents

  • Contents
  • Introduction
  • Data Projection
  • Feature Extraction and Optimization
  • Classifier Architecture
  • Hidden Markov Models
  • Hierarchical and Hybrid Classification
  • Pattern Recognition Summary
  • Bioreject
  • Reduced Dimension Image Compression
  • Full Spectrum Signal Processing
  • LFA Echo Characterization
  • Nonlinear System Modeling with HMM
  • Prediction and Trend Analysis
  • Knowledge Creation in Business

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Pattern Recognition and Prediction with Applications to Signal Processing

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