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Advances in Machine Learning and Data Mining for Astronomy

Advances in Machine Learning and Data Mining for Astronomy

by Jeffrey D. ScargleKamal M. Ali Ashok N. Srivastava and others
Hardback
Publication Date: 29/03/2012

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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.
ISBN:
9781439841730
9781439841730
Category:
Data mining
Format:
Hardback
Publication Date:
29-03-2012
Language:
English
Publisher:
Taylor & Francis Inc
Country of origin:
United States
Pages:
744
Dimensions (mm):
254x178x48mm
Weight:
1.56kg

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