Analytic Pattern Matching - From DNA to Twitter (Hardcover, New title)

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.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Release date:	June 2015
Authors:	Philippe Jacquet • Wojciech Szpankowski
Dimensions:	253 x 181 x 26mm (L x W x T)
Format:	Hardcover
Pages:	385
Edition:	New title
ISBN-13:	978-0-521-87608-7
Categories:	Books > Computing & IT > Applications of computing > Pattern recognition
LSN:	0-521-87608-7
Barcode:	9780521876087

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