Spectral feature selection for data mining / Zheng Zhao, Huan Liu.
Material type: TextSeries: Chapman & Hall/CRC data mining and knowledge discovery seriesPublisher: Boca Raton, Fla. : CRC Press, 2012Description: 1 online resource (xv, 195 pages)Content type:- text
- unmediated
- volume
- 9780429107191
- 006.312 Z634
- QA76.9.D343 Z53 2012
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.
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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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