Research Catalog

Pattern classification

Title
Pattern classification / Richard O. Duda, Peter E. Hart [and] David G. Stork.
Author
Duda, Richard O.
Publication
New York : Wiley, 2001.

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Details

Additional Authors
  • Hart, Peter E.
  • Stork, David G.
Description
xx, 654 p. : ill.; 27 cm.
Subjects
Note
  • "A Wiley-Interscience Publication."
Bibliography (note)
  • Includes bibliographical references and index.
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.
Call Number
JBF 01-1200
ISBN
0471056693 (alk. paper)
LCCN
99029981
OCLC
41347061
Author
Duda, Richard O.
Title
Pattern classification / Richard O. Duda, Peter E. Hart [and] David G. Stork.
Imprint
New York : Wiley, 2001.
Edition
2nd ed.
Bibliography
Includes bibliographical references and index.
Added Author
Hart, Peter E.
Stork, David G.
Research Call Number
JBF 01-1200
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