Pattern Classifiers and Trainable Machines

Name: Pattern Classifiers and Trainable Machines
Brand: Springer, Berlin
SKU: 9781461258407
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Autor: J. Sklansky, G.N. Wassel

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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This book is the outgrowth of both a research program and a graduate course at the University of Cal...

Informace o knize

Autor

J. Sklansky, G.N. Wassel

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

336

EAN

9781461258407

ISBN

1461258405

Enbook ID

02186639

Vydavatel

Springer, Berlin

Hmotnost

539

Rozměry

155 x 235 x 19

Kompletní popis

This book is the outgrowth of both a research program and a graduate course at the University of California, Irvine (UCI) since 1966, as well as a graduate course at the California State Polytechnic University, Pomona (Cal Poly Pomona). The research program, part of the UCI Pattern Recogni tion Project, was concerned with the design of trainable classifiers; the graduate courses were broader in scope, including subjects such as feature selection, cluster analysis, choice of data set, and estimates of probability densities. In the interest of minimizing overlap with other books on pattern recogni tion or classifier theory, we have selected a few topics of special interest for this book, and treated them in some depth. Some of this material has not been previously published. The book is intended for use as a guide to the designer of pattern classifiers, or as a text in a graduate course in an engi neering or computer science curriculum. Although this book is directed primarily to engineers and computer scientists, it may also be of interest to psychologists, biologists, medical scientists, and social scientists.

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Pattern Classifiers and Trainable Machines

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