Elements of Pattern Analysis

by Cristianini, Nello

• ISBN13: 9780521859882
• ISBN10: 0521859883
• Format: Hardcover
• Copyright: 2020-06-30
• Publisher: Cambridge Univ Pr
• More Book Details
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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.