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Pattern Recognition and Classification - Geoff Dougherty
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Geoff Dougherty:

Pattern Recognition and Classification - hardcover

2012, ISBN: 1461453224

[EAN: 9781461453222], New book, [SC: 9.41], [PU: Springer New York Okt 2012], BAYESIANDECISIONTHEORY; CLUSTERINGTECHNIQUES; FEATUREEXTRACTION; MACHINELEARNING; NEURALNETWORKS; OBJECTRECOG… More...

NEW BOOK. Shipping costs: EUR 9.41 BuchWeltWeit Inh. Ludwig Meier e.K., Bergisch Gladbach, Germany [57449362] [Rating: 5 (of 5)]
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Pattern Recognition and Classification: An Introduction - Dougherty, Geoff
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Dougherty, Geoff:

Pattern Recognition and Classification: An Introduction - hardcover

2012, ISBN: 9781461453222

Springer, Gebundene Ausgabe, Auflage: 2013, 207 Seiten, Publiziert: 2012-10-29T00:00:01Z, Produktgruppe: Buch, 0.48 kg, Informatik, IT-Ausbildung & -Berufe, Computer & Internet, Kategorie… More...

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Pattern Recognition and Classification: An Introduction - Dougherty, Geoff
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Dougherty, Geoff:
Pattern Recognition and Classification: An Introduction - hardcover

2012

ISBN: 9781461453222

Springer, Gebundene Ausgabe, Auflage: 2013, 207 Seiten, Publiziert: 2012-10-29T00:00:01Z, Produktgruppe: Buch, 0.48 kg, Informatik, IT-Ausbildung & -Berufe, Computer & Internet, Kategorie… More...

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Pattern Recognition and Classification An Introduction - Dougherty, Geoff
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Dougherty, Geoff:
Pattern Recognition and Classification An Introduction - hardcover

2012, ISBN: 1461453224

2013 Gebundene Ausgabe Optische Physik, Elektronik, Algorithmen und Datenstrukturen, Mustererkennung, Digitale Signalverarbeitung (DSP), Bayesiandecisiontheory; ClusteringTechniques; Fe… More...

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Dougherty, Geoff:
Pattern Recognition and Classification: An Introduction - hardcover

2012, ISBN: 1461453224

[EAN: 9781461453222], Used, very good, [SC: 26.82], [PU: Springer], Books

NOT NEW BOOK. Shipping costs: EUR 26.82 Books of the Smoky Mountains, Pflugerville, TX, U.S.A. [83070900] [Rating: 5 (of 5)]

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Details of the book
Pattern Recognition and Classification: An Introduction

The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the subject remains very challenging, especially for the beginner.

Pattern Recognition and Classification presents a comprehensive introduction to the core concepts involved in automated pattern recognition. It is designed to be accessible to newcomers from varied backgrounds, but it will also be useful to researchers and professionals in image and signal processing and analysis, and in computer vision. Fundamental concepts of supervised and unsupervised classification are presented in an informal, rather than axiomatic, treatment so that the reader can quickly acquire the necessary background for applying the concepts to real problems. More advanced topics, such as semi-supervised classification, combining clustering algorithms and relevance feedback are addressed in the later chapters.

This book is suitable for undergraduates and graduates studying pattern recognition and machine learning.

Details of the book - Pattern Recognition and Classification: An Introduction


EAN (ISBN-13): 9781461453222
ISBN (ISBN-10): 1461453224
Hardcover
Paperback
Publishing year: 2012
Publisher: Springer
208 Pages
Weight: 0,451 kg
Language: Englisch

Book in our database since 2007-05-05T05:54:37+01:00 (London)
Detail page last modified on 2023-11-16T20:08:16+00:00 (London)
ISBN/EAN: 9781461453222

ISBN - alternate spelling:
1-4614-5322-4, 978-1-4614-5322-2
Alternate spelling and related search-keywords:
Book author: geoff, dougherty, verlag vision
Book title: introduction pattern recognition, pattern classification


Information from Publisher

Author: Geoff Dougherty
Title: Pattern Recognition and Classification - An Introduction
Publisher: Springer; Springer US
196 Pages
Publishing year: 2012-10-29
New York; NY; US
Printed / Made in
Weight: 0,483 kg
Language: English
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XI, 196 p. 158 illus., 104 illus. in color. With online files/update.

BB; Pattern Recognition; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Mustererkennung; Verstehen; Bayesian Decision Theory; Clustering Techniques; Feature Extraction; Machine Learning; Neural Networks; Object Recognition; Pattern Recognition; Applications of Nonlinear Dynamics and Chaos Theory; Signal, Image and Speech Processing; Computer Appl. in Life Sciences; Algorithms; Automated Pattern Recognition; Nonlinear Optics; Signal, Speech and Image Processing; Computational and Systems Biology; Algorithms; Optische Physik; Elektronik; Digitale Signalverarbeitung (DSP); DV-gestützte Biologie/Bioinformatik; Algorithmen und Datenstrukturen; EA; BC; BA

Introduction.- Classification.- Nonmetric Methods.- Statistical Pattern Recognition.- Supervised Learning.- Nonparametric Learning.- Feature Extraction and Selection.- Unsupervised Learning.- Estimating and Comparing Classifiers.- Projects

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