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

By: Contributor(s): 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.) ; [ca. 23-29] cmISBN:
  • 9781439862094
Subject(s): LOC classification:
  • QA76.9.D343 Z53 2012
Available additional physical forms:
  • Also available as an electronic resource.
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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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 006.312 Z63 (Browse shelf(Opens below)) Available 135182
Total holds: 0

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 as an electronic resource.

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