Outlier Ensembles : An Introduction /

Bibliographic Details
Main Authors: Aggarwal, Charu C. (Author), Sathe, Saket. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Subjects:
Table of Contents:
  • 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?