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

• Κύριοι συγγραφείς: Edwards, Kieran Jay (Συγγραφέας), Gaber, Mohamed Medhat (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: Studies in Big Data, 6
• Θέματα: Engineering.; Data mining.; Artificial intelligence.; Observations, Astronomical.; Astronomy > Observations.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Astronomy, Observations and Techniques.; Data Mining and Knowledge Discovery.

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...

Πίνακας περιεχομένων:

• 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.