Genome Clustering: From Linguistic Models to Classification of Genetic Texts

Alexander Bolshoy, Zeev Volkovich, Valery Kirzhner, Zeev Barzily, "Genome Clustering: From Linguistic Models to Classification of Genetic Texts"

Springer | 2010 | ISBN: 364212951X | 206 pages | PDF | 3,6 MB

This book deals with the methods of text comparison which are based on different techniques of converting the text into a distribution on a certain finite support, be it a genetic text or a text of some other type. Such distribution is usually referred to as “spectrum”. The measure of dissimilarity of two texts is formally expressed as a certain “distance” between the spectra of these texts. Such definition implies that the similarity of the texts results from the similarity of the random processes generating the texts.

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