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Bioinformatics and the cell

modern computational approaches in genomics, proteomics and transcriptomics
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Author: Search for this author Xia, Xuhua
Year: 2007
Publisher: New York [u.a.], Springer
Media group: Ausleihbestand
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Branch: Hauptstelle Locations: BI-50 65 Status: available Reservations: 0 Due date: Barcode: 00183580 Floor plans: Floor plan Lending note:

Content

Bioinformatics and the Cell is the first book with comprehensive numerical illustration of mathematical techniques and computational algorithms used in bioinformatics to convert the rapidly increasing molecular data into organized biological knowledge, with a focus on interactions among DNA, RNA and proteins in the cell. A sample of the illustrated algorithms includes:
 
* String matching algorithms with associated statistics
 
* Sequence alignment with the affine function and profile alignment for multiple sequence alignment
 
* Contig assembly algorithms
 
* Perceptrons
 
* Hidden Markov models
 
* Gibbs sampler
 
* Self-organizing map
 
* Algorithms in molecular phylogenetics
 
* EM algorithm for maximum likelihood calculation
 
* Monte Carlo integration and Markov chain Monte Carlo algorithms for Bayesian inference
 
* Mass deconvolution and computational methods for peptide mass fingerprinting
 
By rendering both mathematics and biology to numbers, this book should appeal not only to biologists, but also to mathematicians, biostatisticians, and computational scientists, especially those younger ones with an ambition to conquer the rough terrain of bioinformatics.

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Details

Author: Search for this author Xia, Xuhua
Statement of Responsibility: Xuhua Xia
Year: 2007
Publisher: New York [u.a.], Springer
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Classification: Search for this systematic BI-50
Subject type: Search for this subject type Monographien
ISBN: 9780387713366
Description: XV, 349 S. : graph. Darst.
Tags: Biologie; Biologie Methoden
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Language: englisch||
Footnote: Literaturverz. S. [309] - 340
Media group: Ausleihbestand