Outlier Ensembles : An Introduction /

Detalles Bibliográficos
Autores principales: Aggarwal, Charu C. (Autor), Sathe, Saket. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edición:1st ed. 2017.
Materias:
Tabla de Contenidos:
  • An Introduction to Outlier Ensembles
  • Theory of Outlier Ensembles
  • Variance Reduction in Outlier Ensembles
  • Bias Reduction in Outlier Ensembles: The Guessing Game
  • Model Combination Methods for Outlier Ensembles
  • Which Outlier Detection Algorithm Should I Use?