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Spectral feature selection for data mining [electronic resource] / Zheng Zhao, Huan Liu.

By: Zhao, Zheng (Zheng Alan)Contributor(s): Liu, Huan, 1958-Material type: TextTextSeries: Chapman & Hall/CRC data mining and knowledge discovery seriesPublication details: Boca Raton, Fla. : CRC Press, 2012. Description: xv, 195 p., [8] p. of plates : ill. (some col.)ISBN: 9781439862100 (ebook : PDF)Subject(s): Data miningGenre/Form: Electronic books.Additional physical formats: No titleOnline resources: Click here to access online Also available in print edition.
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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Includes bibliographical references and index.

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.

Also available in print edition.

Mode of access: World Wide Web.

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