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Spectral Feature Selection For Data Mining Zheng Alan Zhao Huan Liu

  • SKU: BELL-4398128
Spectral Feature Selection For Data Mining Zheng Alan Zhao Huan Liu
$ 31.00 $ 45.00 (-31%)

4.1

70 reviews

Spectral Feature Selection For Data Mining Zheng Alan Zhao Huan Liu instant download after payment.

Publisher: CRC Press
File Extension: PDF
File size: 10.87 MB
Pages: 216
Author: Zheng Alan Zhao, Huan Liu.
ISBN: 9781439862100, 1439862109
Language: English
Year: 2012

Product desciption

Spectral Feature Selection For Data Mining Zheng Alan Zhao Huan Liu by Zheng Alan Zhao, Huan Liu. 9781439862100, 1439862109 instant download after payment.

Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature selection algorithms and developing new algorithms for emerging problems in real-world applications. This technique represents a unified framework for supervised, unsupervised, and semisupervised feature selection. The book explores the latest research achievements, sheds light on new research directions, and stimulates readers to make the next creative breakthroughs. It presents the intrinsic ideas behind spectral feature selection, its th 
1. Data of high dimensionality and challenges --
2. Univariate formulations for spectral feature selection --
3. Multivariate formulations --
4. Connections to existing algorithms --
5. Large-scale spectral feature selection --
6. Multi-source spectral feature selection.

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