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Analytic Pattern Matching: From DNA to Twitter [Hardcover]

Item : Analytic Pattern Matching: From DNA to Twitter [Hardcover]
Price : $87.99 (see below)
Category : Books
Author Author : Jacquet, Philippe, Szpankowski, Wojciech
ISBN-10 ISBN-10 : 0521876087
ISBN-13 ISBN-13 : 9780521876087
Publisher Publisher : Cambridge University Press
Pages Pages : 385
Binding Binding : Hardcover
Item ID : 100046700

A unique probabilistic approach to studying pattern matching problems in computer science, telecommunications, molecular biology and more.How do you distinguish a cat from a dog by their DNA? Pattern matching problems like these play a key role in areas such as computer science, telecommunications and molecular biology. In this graduate-level book the authors present a unique probabilistic approach using analytic combinatorics and analytic information theory.How do you distinguish a cat from a dog by their DNA? Pattern matching problems like these play a key role in areas such as computer science, telecommunications and molecular biology. In this graduate-level book the authors present a unique probabilistic approach using analytic combinatorics and analytic information theory.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. More than 100 end-of-chapter problems help the reader to make the link between theory and practice.Preface; Acknowledgements; Part I. Analysis: 1. Probabilistic models; 2. Exact string matching; 3. Constrained exact string matching; 4. Generalized string matching; 5. Subsequence pattern matching; Part l#Q

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