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Ripley, Brian D., 1952-

Pattern recognition and neural networks / B.D. Ripley. - 1st pbk. ed. - Cambridge ; New York : Cambridge University Press, 2007 - xi, 403 p. : ill. ; 25 cm.

Includes bibliographical references (p. [355]-390) and indexes.

Introduction and examples -- Statistical decision theory -- Linear discriminant analysis -- Flexible discriminants -- Feed-forward neural networks -- Non-parametric methods -- Tree-structured classifiers -- Belief networks -- Unsupervised methods -- Finding good pattern features -- Statistical sidelines.

ISBN: 9780521717700 (pbk.) 0521717701 (pbk.) 0521460867 (hc) 9780521460866 (hc)

Subjects--Topical Terms:
Neural networks (Computer science)
Pattern recognition systems.
Maschinelles Lernen.
Neuronales Netz.
Mustererkennung.
Statistische Entscheidungstheorie.
Mustererkennung.
Neuronales Netz.
Neural networks (Computer science)
Pattern recognition systems.

LC Class. No.: QA76.87 / .R56 2007

Dewey Class. No.: 006.4 / PAR