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

By Philippe Jacquet,Wojciech Szpankowski

How do you distinguish a cat from a puppy via their DNA? Did Shakespeare particularly write all of his performs? trend matching innovations can provide 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 info conception. half I compiles identified result of trend matching difficulties through analytic tools. half II makes a speciality of functions to numerous facts buildings on phrases, akin to electronic timber, suffix timber, string complexity and string-based information compression. The authors use effects and strategies 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 conception and practice.

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

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