Download e-book for kindle: Analytic Pattern Matching: From DNA to Twitter by Philippe Jacquet,Wojciech Szpankowski

By Philippe Jacquet,Wojciech Szpankowski

How do you distinguish a cat from a puppy through their DNA? Did Shakespeare quite write all of his performs? trend matching ideas can provide solutions to those questions and to many others, from molecular biology, to telecommunications, to classifying Twitter content material. This booklet for researchers and graduate scholars demonstrates the probabilistic method of development matching, which predicts the functionality of development matching algorithms with very excessive precision utilizing analytic combinatorics and analytic details thought. half I compiles identified result of trend matching difficulties through analytic equipment. half II makes a speciality of functions to varied facts buildings on phrases, resembling electronic timber, suffix timber, string complexity and string-based facts compression. The authors use effects and strategies from half I and in addition introduce new technique reminiscent of the Mellin rework and analytic depoissonization. greater than a hundred end-of-chapter difficulties support 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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