Programming Algorithms

Download e-book for iPad: 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 by way of their DNA? Did Shakespeare fairly write all of his performs? development matching concepts can provide 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 development 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 info 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 likewise introduce new method corresponding to the Mellin remodel and analytic depoissonization. greater than a hundred end-of-chapter difficulties aid the reader to make the hyperlink among idea and practice.

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

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