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  • 1
    Online Resource
    Online Resource
    Spectral Feature Selection for Data Mining (2012)
    Taylor and Francis
    Details
    UID:
    b3kat_BV046929214
    Format: 1 Online-Ressource
    ISBN: 9781439862094
    Content: This timely introduction to spectral feature selection illustrates the potential of this powerful dimensionality reduction technique in high-dimensional data processing. It presents the theoretical foundations of spectral feature selection, its connections to other algorithms, and its use in handling both large-scale data sets and small sample problems. Readers learn how to use spectral feature selection to solve challenging problems in real-life applications and discover how general feature selection and extraction are connected to spectral feature selection. Source code for the algorithms is available online
    Language: English
    URL: Volltext  (kostenfrei)
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