Read e-book online Analytic Pattern Matching: From DNA to Twitter PDF

By Philippe Jacquet,Wojciech Szpankowski

How do you distinguish a cat from a puppy by means of their DNA? Did Shakespeare quite write all of his performs? development matching strategies can supply solutions to those questions and to many others, from molecular biology, to telecommunications, to classifying Twitter content material. This publication 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 info conception. half I compiles recognized result of development matching difficulties through analytic tools. half II specializes in functions to numerous facts constructions on phrases, equivalent to electronic bushes, suffix timber, string complexity and string-based info compression. The authors use effects and strategies from half I and in addition 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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