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Spectral feature selection for data mining / Zheng Zhao, Huan Liu.

By: Zhao, Zheng (Zheng Alan) [author.]Contributor(s): Liu, Huan, 1958-Material type: TextTextSeries: Chapman & Hall/CRC data mining and knowledge discovery seriesPublisher: Boca Raton, Fla. : CRC Press, 2012Description: 1 online resource (xv, 195 pages)ISBN: 9780429107191Subject(s): Data miningAdditional physical formats: Print version: : No titleDDC classification: 006.312 LOC classification: QA76.9.D343 | Z53 2012Online access: Click here to view.
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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