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portada astrostatistics and data mining
Type
Physical Book
Illustrated by
Publisher
Author
Language
English
Pages
272
Format
Hardcover
Dimensions
23.4 x 15.5 x 2.0 cm
Weight
0.54 kg.
ISBN
1461433223
ISBN13
9781461433224
Categories

astrostatistics and data mining

Luis Manuel Sarro (Illustrated by) · Laurent Eyer (Illustrated by) · William O'Mullane (Illustrated by) · Springer · Hardcover

astrostatistics and data mining - Sarro, Luis Manuel ; Eyer, Laurent ; O'Mullane, William

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Synopsis "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 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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