Pattern Recognition and Classification
An Introduction
(Sprache: Englisch)
This volume, both comprehensive and accessible, introduces all the key concepts in pattern recognition, and includes many examples and exercises that make it an ideal guide to an important methodology widely deployed in today's ubiquitous automated systems.
Voraussichtlich lieferbar in 3 Tag(en)
versandkostenfrei
Buch (Kartoniert)
Fr. 130.00
inkl. MwSt.
- Kreditkarte, Paypal, Rechnungskauf
- 30 Tage Widerrufsrecht
Produktdetails
Produktinformationen zu „Pattern Recognition and Classification “
This volume, both comprehensive and accessible, introduces all the key concepts in pattern recognition, and includes many examples and exercises that make it an ideal guide to an important methodology widely deployed in today's ubiquitous automated systems.
Klappentext zu „Pattern Recognition and Classification “
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 laterchapters.
This book is suitable for undergraduates and graduates studying pattern recognition and machine learning.
Inhaltsverzeichnis zu „Pattern Recognition and Classification “
Introduction.- Classification.- Nonmetric Methods.- Statistical Pattern Recognition.- Supervised Learning.- Nonparametric Learning.- Feature Extraction and Selection.- Unsupervised Learning.- Estimating and Comparing Classifiers.- Projects
Autoren-Porträt von Geoff Dougherty
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
Bibliographische Angaben
- Autor: Geoff Dougherty
- 2017, Softcover reprint of the original 1st ed. 2013, XI, 196 Seiten, 104 farbige Abbildungen, Masse: 15,8 x 23,4 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 1493953354
- ISBN-13: 9781493953356
Sprache:
Englisch
Pressezitat
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)
Kommentar zu "Pattern Recognition and Classification"
0 Gebrauchte Artikel zu „Pattern Recognition and Classification“
| Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
|---|
Schreiben Sie einen Kommentar zu "Pattern Recognition and Classification".
Kommentar verfassen