Advances in machine learning and data mining for astronomy
"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…
Read More ↓Title Statements
- Full title :Advances in machine learning and data mining for astronomy / editors, Michael J. Way ... [et al.].
Summary
"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."
Read More ↓Edition Statements
- Publication Date:©2012.
Publication Statements
- Publisher(s):Chapman and Hall/CRC
- Place of Publication:Boca Raton
- Language:eng
- Publication Date:©2012.
The Physical Object
- Description:xxix, 698 p. ; : 26 cm.
Edition Identifiers
- ISBN:9781439841730, 143984173X
- oclc:on1026080222
- Dewey Decimal:522/.85631
Subjects
Writers
More from this Series
No reviews yet. Be the first to rate this work.
Related Works
more →
Neural networks with R: smart models using CNN, RNN, deep learn…
Ciabuschi, Francesco
Fundamental astronomy
Fundamental astronomy
The Copernican achievement
Files & Downloads
-
Advances in machine learning and data mining for …
PDF · 14.0 MB · updated -
Advances in Machine Learning and Data Mining for …
PDF · 18.0 MB · updated
Rate & Review