Astrostatistics and data mining

This volume provides an overview of the field of Astrostatistics understood as the sub-discipline dedicated to the statistical analysis of astronomical data. It presents examples of the application of the various methodologies now available to current open issues in astronomical research. The techni...

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Bibliografische gegevens
Hoofdauteur: Sarro Baro, Luis Manuel
Andere auteurs: Eyer, Laurent (Redacteur), O Mullane, William (Redacteur)
Formaat: Livre numérique
Taal:Anglais
Gepubliceerd in: New York, NY : Springer New York : Imprint: Springer [20..].
Cham : Springer Nature
Reeks:Springer Series in Astrostatistics 2
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Opmerking: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Astrostatistics and data mining, Luis Manuel Sarro, Laurent Eyer, William O'Mullane...[et al.], editors, New York, Springer, 2012, 1 vol. (XI-270 p.), Springer series in astrostatistics, 978-1-461-43322-4
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Samenvatting:This volume provides an overview of the field of Astrostatistics understood as the sub-discipline dedicated to the statistical analysis of astronomical data. It presents examples of the application of the various methodologies now available to current open issues in astronomical research. The technical aspects related to the scientific analysis of the upcoming petabyte-scale databases are emphasized given the importance that scalable Knowledge Discovery techniques will have for the full exploitation of these databases.Based on the 2011 Astrostatistics and Data Mining in Large Astronomical Databases conference and school, this volume gathers examples of the work by leading authors in the areas of Astrophysics and Statistics, including a significant contribution from the various teams that prepared for the processing and analysis of the Gaia data
Beschrijving item:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9781461433231
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