Advances in machine learning and data mining for astronomy
Title
:
Advances in machine learning and data mining for astronomy
Series
:
Chapman & Hall/CRC data mining and knowledge discovery series
Publication Information
:
Boca Raton : Chapman and Hall/CRC, c2012
Physical Description
:
xxix, 698 p. : ill. ; 26 cm.
ISBN
:
9781439841730
Abstract
:
"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"-- Provided by publisher.
Subject Term
:
Astronomy -- Data processing
Data mining
Machine learning
Added Author
:
Way, Michael J.
Library | Item Barcode | Call Number | Material Type | Item Category 1 |
---|
PSZ JB | 30000010297721 | QB51.3.E43 A38 2012 | Open Access Book | Book |