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Download 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 through their DNA? Did Shakespeare fairly write all of his performs? trend matching strategies 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 trend matching algorithms with very excessive precision utilizing analytic combinatorics and analytic details thought. half I compiles identified result of development matching difficulties through analytic tools. half II makes a speciality of functions to numerous facts constructions on phrases, resembling electronic bushes, suffix bushes, string complexity and string-based facts compression. The authors use effects and strategies from half I and in addition introduce new method comparable to the Mellin remodel and analytic depoissonization. greater than a hundred end-of-chapter difficulties support the reader to make the hyperlink among thought and practice.

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