• Advances in machine learning and data mining for astronomy
  • 紀錄類型: 書目-語言資料,印刷品 : 單行本
    其他作者: WayMichael J....[et al.],
    出版地: Boca Raton
    出版者: CRC Press;
    出版年: c2012
    面頁冊數: 698 p.ill. : 27 cm.;
    集叢名: Chapman & Hall/CRC data mining and knowledge discovery series
    標題: Astronomy - Data processing. -
    標題: Data mining. -
    標題: Machine learning. -
    摘要註: "This book provides a comprehensive overview of various data mining tools and techniques that are increasingly being used by researchers in the international astronomy community. It explores this new problem domain, discussing how it could lead to the development of entirely new algorithms. Leading contributors introduce data mining methods and then describe how the methods can be implemented into astronomy applications. The last section of the book discusses the Redshift Prediction Competition, which is an astronomy competition in the style of the Netflix Prize"--
    ISBN: 978-1-4398-4173-0bound
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