Data Mining Computational Intelligence by Dragomir Andrei (3 results)
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Taschenbuch. Condition: Neu. Data Mining and Computational Intelligence in Genomics | Methods for Gene Expression Data Analysis | Andrei Dragomir | Taschenbuch | Englisch | VDM Verlag Dr. Müller | EAN 9783639165265 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu…[dot]de | Anbieter: preigu.
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Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Dragomir AndreiReceived his B.S. in Electrical Engineering fromnthe Politehnica University, Bucharest, Romania and his M.S. andnPh.D. in Biomedical Engineering from the Universi…ty of Patras,nGreece. He joined the Harrington Departmen.
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Taschenbuch. Condition: Neu. 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 m…easurementsat 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.
