Spectral feature selection for data mining:
Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature selection algorithms and developing new algorithms for emerging problems in real-world applications. This technique represents a unified framewo...
Gespeichert in:
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton, FL
CRC Press
2012
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| Schriftenreihe: | Chapman & Hall/CRC data mining and knowledge discovery series
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| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781439862100/?ar |
| Zusammenfassung: | Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature selection algorithms and developing new algorithms for emerging problems in real-world applications. This technique represents a unified framework for supervised, unsupervised, and semisupervised feature selection. The book explores the latest research achievements, sheds light on new research directions, and stimulates readers to make the next creative breakthroughs. It presents the intrinsic ideas behind spectral feature selection, its th. |
| Beschreibung: | Includes bibliographical references and index. - Print version record |
| Umfang: | 1 online resource (xv, 195 pages) illustrations (some color) |
| ISBN: | 9781439862100 1439862109 9781439862094 1439862095 0429107196 9780429107191 1283596121 9781283596121 9786613908575 6613908576 1138112623 9781138112629 9781000023077 1000023079 |
| Zugangsbedingungen: | Open Access |
Internformat
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| id | ZDB-30-ORH-077125673 |
| illustrated | Illustrated |
| indexdate | 2025-05-28T09:45:13Z |
| institution | BVB |
| isbn | 9781439862100 1439862109 9781439862094 1439862095 0429107196 9780429107191 1283596121 9781283596121 9786613908575 6613908576 1138112623 9781138112629 9781000023077 1000023079 |
| language | English |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 online resource (xv, 195 pages) illustrations (some color) |
| psigel | ZDB-30-ORH TUM_PDA_ORH ZDB-30-ORH |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | CRC Press |
| record_format | marc |
| series2 | Chapman & Hall/CRC data mining and knowledge discovery series |
| spelling | Zhao, Zheng VerfasserIn aut Spectral feature selection for data mining Zheng Alan Zhao, Huan Liu Boca Raton, FL CRC Press 2012 1 online resource (xv, 195 pages) illustrations (some color) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Chapman & Hall/CRC data mining and knowledge discovery series Includes bibliographical references and index. - Print version record Open Access Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature selection algorithms and developing new algorithms for emerging problems in real-world applications. This technique represents a unified framework for supervised, unsupervised, and semisupervised feature selection. The book explores the latest research achievements, sheds light on new research directions, and stimulates readers to make the next creative breakthroughs. It presents the intrinsic ideas behind spectral feature selection, its th. English. Data mining Data Mining Exploration de données (Informatique) COMPUTERS ; Database Management ; Data Mining Liu, Huan 1958- MitwirkendeR ctb 9781439862094 Erscheint auch als Druck-Ausgabe 9781439862094 |
| spellingShingle | Zhao, Zheng Spectral feature selection for data mining Data mining Data Mining Exploration de données (Informatique) COMPUTERS ; Database Management ; Data Mining |
| title | Spectral feature selection for data mining |
| title_auth | Spectral feature selection for data mining |
| title_exact_search | Spectral feature selection for data mining |
| title_full | Spectral feature selection for data mining Zheng Alan Zhao, Huan Liu |
| title_fullStr | Spectral feature selection for data mining Zheng Alan Zhao, Huan Liu |
| title_full_unstemmed | Spectral feature selection for data mining Zheng Alan Zhao, Huan Liu |
| title_short | Spectral feature selection for data mining |
| title_sort | spectral feature selection for data mining |
| topic | Data mining Data Mining Exploration de données (Informatique) COMPUTERS ; Database Management ; Data Mining |
| topic_facet | Data mining Data Mining Exploration de données (Informatique) COMPUTERS ; Database Management ; Data Mining |
| work_keys_str_mv | AT zhaozheng spectralfeatureselectionfordatamining AT liuhuan spectralfeatureselectionfordatamining |