By Philippe Jacquet,Wojciech Szpankowski

How do you distinguish a cat from a puppy through their DNA? Did Shakespeare rather write all of his performs? development matching concepts can supply solutions to those questions and to many others, from molecular biology, to telecommunications, to classifying Twitter content material. This ebook for researchers and graduate scholars demonstrates the probabilistic method of development matching, which predicts the functionality of trend matching algorithms with very excessive precision utilizing analytic combinatorics and analytic details idea. half I compiles recognized result of trend matching difficulties through analytic tools. half II specializes in purposes to numerous facts constructions on phrases, akin to electronic bushes, suffix bushes, string complexity and string-based info compression. The authors use effects and methods from half I and likewise introduce new method resembling the Mellin remodel and analytic depoissonization. greater than a hundred end-of-chapter difficulties aid the reader to make the hyperlink among concept and practice.

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Analytic Pattern Matching: From DNA to Twitter by Philippe Jacquet,Wojciech Szpankowski

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