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 fairly write all of his performs? development matching options can supply solutions to those questions and to many others, from molecular biology, to telecommunications, to classifying Twitter content material. This e-book 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 concept. half I compiles identified result of trend matching difficulties through analytic equipment. half II specializes in purposes to numerous information constructions on phrases, comparable to electronic bushes, suffix timber, string complexity and string-based facts compression. The authors use effects and strategies from half I and in addition introduce new method reminiscent of 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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