Spectral feature selection for data mining

Title:

Author:

Zhao, Zheng (Zheng Alan)

ISBN:

9781439862100

Publication Information:

Boca Raton, Fla. : CRC Press, 2012.

Physical Description:

xv, 195 p., [8] p. of plates : ill. (some col.).

Series:

Chapman & Hall/CRC data mining and knowledge discovery series

Series Title:

Chapman & Hall/CRC data mining and knowledge discovery series

Contents:

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.

Subject Term:

Data mining.

Added Author:

Liu, Huan, 1958-

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