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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Zhao, Zheng (Zheng Alan)
Otros Autores: Liu, Huan, 1958-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, ©2012.
Colección:Chapman & Hall/CRC data mining and knowledge discovery series.
Temas:
Data mining.
Data Mining
Exploration de données (Informatique)
COMPUTERS > Database Management > Data Mining.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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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