Franklin

Spectral Feature Selection for Data Mining Huan Liu, Zheng Alan Zhao.

Author/Creator:
Liu, Huan author.
Publication:
Boca Raton : CRC Press, 2012.
Format/Description:
Book
1 online resource (220 pages)
Status/Location:
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Details

Other Title:
Knowledge Unlatched.
Subjects:
Computers.
Form/Genre:
Electronic books.
Summary:
This timely introduction to spectral feature selection illustrates the potential of this powerful dimensionality reduction technique in high-dimensional data processing. It presents the theoretical foundations of spectral feature selection, its connections to other algorithms, and its use in handling both large-scale data sets and small sample problems. Readers learn how to use spectral feature selection to solve challenging problems in real-life applications and discover how general feature selection and extraction are connected to spectral feature selection. Source code for the algorithms is available online.
Notes:
Description based on print version record.
Local notes:
KU Select 2018: STEM Backlist Books
BiblioBoard internal publisher id: 102700
Contributor:
Zhao, Zheng Alan author.
ISBN:
9781439862094
Access Restriction:
Open Access Unrestricted online access star