Pattern Recognition and Classification: An Introduction

Author:   Geoff Dougherty
Publisher:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 2013
ISBN:  

9781493953356


Pages:   196
Publication Date:   30 April 2017
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Pattern Recognition and Classification: An Introduction


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Full Product Details

Author:   Geoff Dougherty
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 2013
Dimensions:   Width: 15.50cm , Height: 1.10cm , Length: 23.50cm
Weight:   3.226kg
ISBN:  

9781493953356


ISBN 10:   1493953354
Pages:   196
Publication Date:   30 April 2017
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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

Reviews

From the reviews: The book is a concise introduction to the concepts of pattern recognition and classification. ... this book is accessible to mathematicians, computer scientists or biomedical engineers. The material of the book is presented in a very simple and accessible way. The author gives many examples presenting the notations and problems which are considered, so it makes the learning easier. ... chapters end up with exercises, which help to consolidate the gained knowledge. (Krzystof Gdawiec, Zentralblatt MATH, Vol. 1263, 2013)


From the reviews: The book is a concise introduction to the concepts of pattern recognition and classification. ... this book is accessible to mathematicians, computer scientists or biomedical engineers. The material of the book is presented in a very simple and accessible way. The author gives many examples presenting the notations and problems which are considered, so it makes the learning easier. ... chapters end up with exercises, which help to consolidate the gained knowledge. (Krzystof Gdawiec, Zentralblatt MATH, Vol. 1263, 2013)


Author Information

Geoff Dougherty is a Professor of Applied Physics and Medical Imaging at California State University, Channel Islands.  He is the Author of Springer's Medical Image Processing, Techniques and Applications

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