Analytic Pattern Matching

Analytic Pattern Matching

by Szpankowski, Philippe Jacquet. Wojciech

Type Book
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"How do you distinguish a cat from a dog by their DNA? Did Shakespeare really write all of his plays? Pattern matching techniques can offer answers to these questions and to many others, from molecular biology, to telecommunications, to classifying Twitter content. This book for researchers and graduate students demonstrates the probabilistic approach to pattern matching, which predicts the performance of pattern matching algorithms with very high precision using analytic combinatorics and anal…

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Title Statements

  • Full title :Analytic Pattern Matching / Philippe Jacquet. Wojciech Szpankowski.

Summary

"How do you distinguish a cat from a dog by their DNA? Did Shakespeare really write all of his plays? Pattern matching techniques can offer answers to these questions and to many others, from molecular biology, to telecommunications, to classifying Twitter content. This book for researchers and graduate students demonstrates the probabilistic approach to pattern matching, which predicts the performance of pattern matching algorithms with very high precision using analytic combinatorics and analytic information theory. Part I compiles known results of pattern matching problems via analytic methods. Part II focuses on applications to various data structures on words, such as digital trees, suffix trees, string complexity and string-based data compression. The authors use results and techniques from Part I and also introduce new methodology such as the Mellin transform and analytic depoissonization."--

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Edition Statements

  • Publication Date:2015.

Publication Statements

  • Publisher(s):Cambridge University Press
  • Place of Publication:Place of publication not identified
  • Language:und
  • Publication Date:2015.

Notes

Title from content provider.

The Physical Object

  • Description:1 online resource

Edition Identifiers

  • ISBN:9781316287392, 1316287394
  • oclc:ocn921507189
  • LC Classification:TK7882.P3
  • Dewey Decimal:519.2

Subjects

Pattern recognition systems Pattern Recognition, Automated Reconnaissance des formes (Informatique)

Writers

Szpankowski, Philippe Jacquet. Wojciech

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