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Pattern classification

Author: Richard O Duda; Peter E Hart; David G Stork
Publisher: New York : Wiley, ©2001.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:
This edition has been completely revised, enlarged and formatted in two colours. It is a systematic account of the major topics in pattern recognition, based on the fundamental principles. It includes extensive examples.
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Additional Physical Format: Online version:
Duda, Richard O.
Pattern classification.
New York : Wiley, ©2001
(OCoLC)606241322
Online version:
Duda, Richard O.
Pattern classification.
New York : Wiley, ©2001
(OCoLC)631012887
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Richard O Duda; Peter E Hart; David G Stork
ISBN: 0471056693 9780471056690 0471429775 9780471429777
OCLC Number: 41347061
Notes: "A Wiley-Interscience Publication."
Description: xx, 654 pages : illustrations ; 27 cm
Contents: Introduction --
Bayesian decision theory --
Maximum-likelihood and Bayesian parameter estimation --
Nonparametric techniques --
Linear discriminant functions --
Multilayer neural networks --
Stochastic methods --
Nonmetric methods --
Algorithm-independent machine learning --
Unsupervised learning and clustering --
Mathematical foundations.
Responsibility: Richard O. Duda, Peter E. Hart, David G. Stork.
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Abstract:

This edition has been completely revised, enlarged and formatted in two colours. It is a systematic account of the major topics in pattern recognition, based on the fundamental principles. It includes extensive examples.

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