9781461453222-1461453224-Pattern Recognition and Classification: An Introduction

Pattern Recognition and Classification: An Introduction

ISBN-13: 9781461453222
ISBN-10: 1461453224
Edition: 2013
Author: Dougherty, Geoff
Publication date: 2012
Publisher: Springer
Format: Hardcover 207 pages
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Book details

ISBN-13: 9781461453222
ISBN-10: 1461453224
Edition: 2013
Author: Dougherty, Geoff
Publication date: 2012
Publisher: Springer
Format: Hardcover 207 pages

Summary

Acknowledged authors Dougherty, Geoff wrote Pattern Recognition and Classification: An Introduction comprising 207 pages back in 2012. Textbook and eTextbook are published under ISBN 1461453224 and 9781461453222. Since then Pattern Recognition and Classification: An Introduction textbook was available to sell back to BooksRun online for the top buyback price or rent at the marketplace.

Description

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.

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