Spectral feature selection for data mining /

Zhao, Zheng

Spectral feature selection for data mining / Zheng Zhao, Huan Liu. - 1 online resource (xv, 195 pages) - Chapman & Hall/CRC data mining and knowledge discovery series . - Chapman & Hall/CRC data mining and knowledge discovery series. .

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.

9780429107191

10.1201/b11426 doi


Data mining.

QA76.9.D343 / Z53 2012

006.312 / Z634