A Blended Artificial Intelligence Approach for Spectral Classification of Stars in Massive Astronomical Surveys

A Blended Artificial Intelligence Approach for Spectral Classification of Stars in Massive Astronomical Surveys

This paper analyzes and compares the sensitivity and suitability of several artificial intelligence techniques applied to the Morgan–Keenan (MK) system for the classification of stars. The MK system is based on a sequence of spectral prototypes that allows classifying stars according to their effect...

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Bibliographic Details
Main Authors: Carlos Dafonte, Alejandra Rodríguez, Minia Manteiga, Ángel Gómez, Bernardino Arcay
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Entropy
Subjects:
hybrid systems
MK classification
spectral features
astronomical databases
artificial neural networks
Online Access:https://www.mdpi.com/1099-4300/22/5/518

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