Applications of Statistical and Machine Learning Methods in Bioinformatics

Name: Applications of Statistical and Machine Learning Methods in Bioinformatics
Brand: Peter Lang AG
SKU: 9783631562215
Price: 47.98 EUR
Availability: InStock

Автор: Jaroslaw Meller, Wieslaw Nowak

Език:

Корици: С меки корици

Издател: Peter Lang AG

Наличност: Налично при издателя, по поръчка

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Statistical and machine learning approaches play an increasingly important role in biomedical resear...

Информация за книгата

Автор

Jaroslaw Meller, Wieslaw Nowak

Език

Английски език

Корици

Книга - С меки корици

Издадена

2007

страници

128

EAN

9783631562215

ISBN

9783631562215

Enbook ID

10018931

Издател

Peter Lang AG

Теглоt

190

Размери

255 x 150 x 8

Пълно описание

Statistical and machine learning approaches play an increasingly important role in biomedical research. In the absence of fundamental (first principle-based) models, or because of the computational complexity of such models, statistical and machine learning approaches are being used to identify interesting structures in the data (e.g. patterns in gene expression profiles), correlate these patterns and other «input» attributes with (e.g. medically) relevant outcomes, and to develop predictors that can generalize from known data and make predictions for new data instances. Examples of important applications include structural bioinformatics, in which one of the goals is to predict elements of protein structure from amino acid sequence, or microarray gene expression profiling, in which the goal is to discover interesting patterns in gene expression data and correlate them with clinically relevant phenotypes. This volume includes papers submitted to the BIT 2005 workshop on the Applications of Machine and Statistical Learning Methods in Bioinformatics that took place in September 2005 in Torun, Poland.

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Applications of Statistical and Machine Learning Methods in Bioinformatics

Информация за книгата

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