Astrostatistics and Data Mining (Springer Series in Astrostatistics, 2, Band 2) - Hardcover

Buch 1 von 4: Springer Series in Astrostatistics
 
9781461433224: Astrostatistics and Data Mining (Springer Series in Astrostatistics, 2, Band 2)
Hardcover
ISBN 10: 1461433223 ISBN 13: 9781461433224
Verlag: Springer, 2012

Inhaltsangabe

​​​​​ ​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.  

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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.

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Verlag
Springer
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
1461433223
ISBN 13 
9781461433224
Einband
Gebundene Ausgabe
Anzahl der Seiten
284
Herausgeber
Sarro Luis Manuel, Eyer Laurent, O'Mullane William, De Ridder Joris
Kontakt zum Hersteller
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ProductSafety@springernature.com

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Darmstadt
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Deutschland

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Softcover