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Time Warps, String Edits, and Macromolecules

Name: Time Warps, String Edits, and Macromolecules
Brand: University of Chicago Press
SKU: 01348396
Price: 35.68 EUR
Availability: PreOrder
Author: David Sankoff
ISBN: 9781575862170

David Sankoff

Language

English

Book Paperback

Libristo code: 01348396

Publishers University of Chicago Press, June 1999

Time Warps, String Edits and Macromolecules is a young classic in computational science. The computa... Full description

Libristo code: 01348396

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Time Warps, String Edits and Macromolecules is a young classic in computational science. The computational perspective is that of sequence processing, in particular the problem of recognizing related sequences. The book is the first, and still best compilation of papers explaining how to measure distance between sequences, and how to compute that measure effectively. This is called string distance, Levenshtein distance, or edit distance. The book contains lucid explanations of the basic techniques; well-annotated examples of applications; mathematical analysis of its computational (algorithmic) complexity; and extensive discussion of the variants needed for weighted measures, timed sequences (songs), applications to continuous data, comparison of multiple sequences and extensions to tree-structures. This theory finds applications in molecular biology, speech recognition, analysis of bird song and error correcting in computer software.