Non-Standard Parameter Adaptation for Exploratory Data Analysis

Detalles Bibliográficos
Autores principales: Barbakh, Wesam Ashour. (Autor), Wu, Ying. (Autor), Fyfe, Colin. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Computational Intelligence, 249
Materias:
Acceso en línea:https://doi.org/10.1007/978-3-642-04005-4
Tabla de Contenidos:
  • Review of Clustering Algorithms
  • Review of Linear Projection Methods
  • Non-standard Clustering Criteria
  • Topographic Mappings and Kernel Clustering
  • Online Clustering Algorithms and Reinforcement Learning
  • Connectivity Graphs and Clustering with Similarity Functions
  • Reinforcement Learning of Projections
  • Cross Entropy Methods
  • Artificial Immune Systems
  • Conclusions.