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Advances in Machine Learning and Data Mining for Astronomy

Language EnglishEnglish
Book Hardback
Book Advances in Machine Learning and Data Mining for Astronomy Jeffrey D Scargle
Libristo code: 06668351
Publishers Taylor & Francis Inc, March 2012
This book provides a comprehensive overview of various data mining tools and techniques that are inc... Full description
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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.

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About the book

Full name Advances in Machine Learning and Data Mining for Astronomy
Author Jeffrey D Scargle, Kamal M Ali, Ashok N Srivastava
Language English
Binding Book - Hardback
Date of issue 2012
Number of pages 744
EAN 9781439841730
ISBN 9781439841730
Libristo code 06668351
Publishers Taylor & Francis Inc
Weight 1560
Dimensions 180 x 259 x 48

Categories

Mathematics & Science > Physics > Applied physics > Astrophysics
Computing & Information Technology > Computer science > Artificial intelligence > Machine learning
Computing & Information Technology > Databases > Data mining
Lifestyle, Hobbies & Leisure > Nature & the natural world: general interest > Popular astronomy & space
Mathematics & Science > Astronomy, space & time
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