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Pattern Recognition and Neural Networks
monograph
Author(s):
Brian D. Ripley
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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Author and book information
Book
ISBN:
9780511812651
Publication date (Print):
1996
Publication date (Online):
2009
DOI:
10.1017/CBO9780511812651
SO-VID:
13dadfa1-f8bf-403a-8663-c17c8a000a89
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Book chapters
pp. ix
Preface
pp. 1
Introduction and Examples
pp. 17
Statistical Decision Theory
pp. 91
Linear Discriminant Analysis
pp. 121
Flexible Discriminants
pp. 143
Feed-forward Neural Networks
pp. 181
Non-parametric Methods
pp. 213
Tree-structured Classifiers
pp. 243
Belief Networks
pp. 287
Unsupervised Methods
pp. 327
Finding Good Pattern Features
pp. 333
A Statistical Sidelines
pp. 347
Glossary
pp. 355
References
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