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Regensburg Union Catalogue (1/1)
Spectral Feature Selection for Data Mining
Liu, Huan9781439862094
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| Person: | Liu, Huan [Verfasser] |
|---|---|
| Person: | Zhao, Zheng Alan [Verfasser] |
| Title: | Spectral Feature Selection for Data Mining |
| Publisher: | Taylor and Francis |
| Year: | 2012 |
| Extent: | 1 Online-Ressource |
| Language: | English |
| Abstract: | 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 |
| ISBN: | 9781439862094 |
| URL: info: | kostenfrei | Fulltext: | https://www.doabooks.org/doab?func=search&query=rid:32882 |
| Permalink: | https://www.regensburger-katalog.de/s/default/en/2/1035/BV046929214 |
