[PDF.84bt] Kernel Methods in Computational Biology (Computational Molecular Biology)

Kernel Methods in Computational Biology (Computational Molecular Biology)

[PDF.rs91] Kernel Methods in Computational Biology (Computational Molecular Biology)

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 | #853907 in Books |  The MIT Press |  2004-07-16 | Original language:English | PDF # 1 |  10.00 x1.00 x8.00l,2.29 | File type: PDF | 416 pages

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||3 of 3 people found the following review helpful.| diverse examples|By W Boudville|The book is recognition of the fact that computational biology is only now starting to emerge as an important scientific discipline in its own right. The book addresses 2 audiences whose research intersects. One is those doing other computational work and who perhaps already use these kernel methods, and who are unaware of issues in biology that| ||"This timely collection will be an asset to anyone working with microarray data, and those involved with computational biology more generally should be aware of it."--Jun Liu, Professor of Statistics, Harvard University

|This unique collection admi

Modern machine learning techniques are proving to be extremely valuable for the analysis of data in computational biology problems. One branch of machine learning, kernel methods, lends itself particularly well to the difficult aspects of biological data, which include high dimensionality (as in microarray measurements), representation as discrete and structured data (as in DNA or amino acid sequences), and the need to combine heterogeneous sources of information. Thi...

You can specify the type of files you want, for your device.Kernel Methods in Computational Biology (Computational Molecular Biology)   |  From Brand: The MIT Press. A good, fresh read, highly recommended.

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