[PDF.38wk] Machine-Learning based sequence analysis, bioinformatics & nanopore transduction detection

Machine-Learning based sequence analysis, bioinformatics & nanopore transduction detection

[PDF.dx55] Machine-Learning based sequence analysis, bioinformatics & nanopore transduction detection

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 | #2365720 in Books |  Lulu.com |  2011-05-02 | Original language:English | PDF # 1 |  9.02 x1.13 x5.98l,1.77 | File type: PDF | 434 pages

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This is intended to be a simple and accessible book on machine learning methods and their application in computational genomics and nanopore transduction detection. This book has arisen from eight years of teaching one-semester courses on various machine-learning, cheminformatics, and bioinformatics topics. The book begins with a description of ad hoc signal acquisition methods and how to orient on signal processing problems with the standard tools from information theor...

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