期刊全称 | Astrostatistics and Data Mining |
影响因子2023 | Luis Manuel Sarro,Laurent Eyer,Joris De Ridder |
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发行地址 | Provides a concise introduction to data mining and data analysis of astronomical data and astroinformatics in the context of many recent discoveries.Details various traditional and non-traditional met |
学科分类 | Springer Series in Astrostatistics |
图书封面 |  |
影响因子 | 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. . |
Pindex | Book 2012 |