A Strategy for Selecting Data Mining Techniques in Metabolomics

Ahmed Hmaidan BaniMustafa, Nigel W. Hardy

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddPennod

13 Dyfyniadau(SciVal)

Crynodeb

There is a general agreement that the development of metabolomics depends not only on advances in chemical analysis techniques but also on advances in computing and data analysis methods. Metabolomics data usually requires intensive pre-processing, analysis, and mining procedures. Selecting and applying such procedures requires attention to issues including justification, traceability, and reproducibility. We describe a strategy for selecting data mining techniques which takes into consideration the goals of data mining techniques on the one hand, and the goals of metabolomics investigations and the nature of the data on the other. The strategy aims to ensure the validity and soundness of results and promote the achievement of the investigation goals.
Iaith wreiddiolSaesneg
TeitlPlant Metabolomics
Is-deitlMethods and Protocols
GolygyddionNigel W. Hardy, Robert D. Hall
CyhoeddwrSpringer Nature
Tudalennau317-333
Nifer y tudalennau17
Argraffiad2012
ISBN (Electronig)978-1-61779-594-7
ISBN (Argraffiad)978-1-61779-593-0
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 23 Ebr 2012

Cyfres gyhoeddiadau

EnwMethods in Molecular Biology
Cyfrol860
ISSN (Argraffiad)1064-3745

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