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Elements of Pattern Analysis,9780521859882

Elements of Pattern Analysis

by
Edition:
1st
ISBN13:

9780521859882

ISBN10:
0521859883
Format:
Hardcover
Pub. Date:
1/1/2015
Publisher(s):
CAMBRIDGE UNIVERSITY PRESS
List Price: $60.00

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Questions About This Book?

What version or edition is this?
This is the 1st edition with a publication date of 1/1/2015.
What is included with this book?
  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any CDs, lab manuals, study guides, etc.

Summary

A new generation of students needs to learn about the interplay between computer science and statistics but do not wish to learn a heavy mathematical overhead. Elements of Pattern Analysis provides the textbook they need: applications and key topics such as visualization, hypothesis testing, patterns in strings, data mining, random graphs are all given crisp treatments. Appendices summarise background topics in optimization, statistics and formal language theory. Computer scientists, electrical engineers and computational biologists will love this book.

Table of Contents

Essential Concepts in Pattern Analysis
Pattern analysis
Finding patterns
Significant patterns
Topics in Pattern Analysis
Miing association rules
Patterns in strings
Deterministic string patterns
Stochastic string patterns
Patterns in graphs
Patterns in metric spaces
Integer relations
Appendix
Table of Contents provided by Publisher. All Rights Reserved.


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