Data mining and knowledge discovery for geoscientists /

"In the early 21 century, data mining (DM) was predicted to be "one of the most revolutionary developments of the next decade," and chosen as one of 10 emerging technologies that will change the world (Hand et al., 2001; Larose, 2005; Larose, 2006). In fact, in the recent 20 years, th...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Shi, Guangren
Formato: Electrónico eBook
Idioma:Inglés
Publicado: San Diego, CA : Elsevier, 2014.
Edición:First edition.
Temas:
Geology > Data processing.
Data mining.
Data Mining
G�eologie > Informatique.
Exploration de donn�ees (Informatique)
COMPUTERS > General.
Data mining
Geology > Data processing
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Introduction
  • 2. Probability and statistics
  • 3. Artificial neural networks
  • 4. Support vector machines
  • 5. Decision trees
  • 6. Bayesian classification
  • 7. Cluster analysis
  • 8. Kriging
  • 9. Other soft computing algorithms for geosciences
  • 10. A practical software system of data mining and knowledge discovery for geosciences.

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