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9780521859882

Elements of Pattern Analysis

by Cristianini, Nello
  • ISBN13:

    9780521859882

  • ISBN10:

    0521859883

  • Format: Hardcover
  • Copyright: 2020-06-30
  • Publisher: Cambridge Univ Pr

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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.

Supplemental Materials

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