Astronomy and Big Data A Data Clustering Approach to Identifying Uncertain Galaxy Morphology /

With the onset of massive cosmological data collection through media such as the Sloan Digital Sky Survey (SDSS), galaxy classification has been accomplished for the most part with the help of citizen science communities like Galaxy Zoo. Seeking the wisdom of the crowd for such Big Data processing h...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Edwards, Kieran Jay (Autor), Gaber, Mohamed Medhat (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Studies in Big Data, 6
Temas:
Computational intelligence.
Artificial intelligence.
Astronomy-Observations.
Data mining.
Computational Intelligence.
Artificial Intelligence.
Astronomy, Observations and Techniques.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Astronomy, Galaxies and Stars: An Overview
  • Astronomical Data Mining
  • Adopted Data Mining Methods
  • Research Methodology
  • Development of Data Mining Models
  • Experimentation Results
  • Conclusion and Future Work.

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