Robust Representation for Data Analytics : Models and Applications /

Detalles Bibliográficos
Autores principales: Li, Sheng. (Autor), Fu, Yun. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edición:1st ed. 2017.
Colección:Advanced Information and Knowledge Processing,
Materias:
Tabla de Contenidos:
  • Introduction
  • Fundamentals of Robust Representations
  • Part 1: Robust Representation Models
  • Robust Graph Construction
  • Robust Subspace Learning
  • Robust Multi-View Subspace Learning
  • Part 11: Applications
  • Robust Representations for Collaborative Filtering
  • Robust Representations for Response Prediction
  • Robust Representations for Outlier Detection
  • Robust Representations for Person Re-Identification
  • Robust Representations for Community Detection
  • Index.