Data Mining and Computational Intelligence in Genomics : Methods for Gene Expression Data Analysis

Language: English

Published by VDM Verlag Dr. Müller, 2009

3639165268 / 9783639165265

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - The advent of efficient genome sequencing tools andhigh-throughput experimental biotechnology has leadto an enormous progress in life sciences. Among themost important innovations is the microarraytechnology, which allowed whole genome measurementsat transcriptional level. The characteristics of thisdata include a fair amount of noise and an atypicaldimensionality (which makes difficult the use ofclassic statistics tools experimental samples inthe order of dozens and measured parameters inthousands or tens of thousands). Therefore, this bookpresents a series of computational methods andalgorithms, capable of extracting valuable biologicalknowledge from this type of data. Applications ofmicroarrays and subsequent gene expression analysisrange from the assignment of functional categoriesfor genes of unknown biological function, to preciseand early diagnosis of different tumor malignancies.Besides these, a central goal of computationalanalysis of gene expression data is the extraction ofregulatory knowledge at genetic level that may beused to provide a broader understanding on thefunctioning of complex cellular systems.…

Seller Inventory # 9783639165265

Title
Data Mining and Computational Intelligence in Genomics : Methods for Gene Expression Data Analysis
Author
Andrei Dragomir
Publisher
VDM Verlag Dr. Müller
Publication year
2009
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3639165268
ISBN 13
9783639165265
Item weight
203 grams
Dimensions
220x150x7 mm

AHA-BUCH GmbH

Einbeck, Germany

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