Knowledge Discovery in Spatial Data

This book deals with knowledge discovery and data mining in spatial and temporal data, seeking to present novel methods that can be employed to discover spatial structures and processes in complex data. Spatial knowledge discovery is examined through the tasks of clustering, classification, associat...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Leung, Yee (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Advances in Spatial Science, The Regional Science Series,
Temas:
Ethnology.
Culture.
Statistics .
Data mining.
Regional economics.
Spatial economics.
Geography.
Regional Cultural Studies.
Statistics.
Data Mining and Knowledge Discovery.
Regional and Spatial Economics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Discovery of Intrinsic Clustering in Spatial Data
  • Statistical Approach to the Identification of Separation Surface for Spatial Data
  • Algorithmic Approach to the Identification of Classification Rules or Separation Surface for Spatial Data
  • Discovery of Spatial Relationships in Spatial Data
  • Discovery of Structures and Processes in Temporal Data
  • Summary and Outlooks.

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