Pattern classification : a unified view of statistical and neural approaches (Book, 1996) [WorldCat.org]
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Pattern classification : a unified view of statistical and neural approaches
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Pattern classification : a unified view of statistical and neural approaches

Author: Jürgen Schürmann
Publisher: New York : John Wiley & Sons, ©1996.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

PATTERN CLASSIFICATION a unified view of statistical and neural approaches The product of years of research and practical experience in pattern classification, this book offers a theory-based  Read more...

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Document Type: Book
All Authors / Contributors: Jürgen Schürmann
ISBN: 0471135348 9780471135340
OCLC Number: 807312609
Notes: "A Wiley-Interscience publication."
Description: XVII, 373 p. : il. ; 24 cm
Contents: Statistical Decision Theory. Need for Approximations: Fundamental Approaches. Classification Based on Statistical Models Determined by First-and-Second Order Statistical Moments. Classification Based on Mean-Square Functional Approximations. Polynomial Regression. Multilayer Perceptron Regression. Radial Basis Functions. Measurements, Features, and Feature Section. Reject Criteria and Classifier Performance. Combining Classifiers. Conclusion. STATMOD Program: Description of ftp Package. References. Index.
Responsibility: Jürgen Schürmann.

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