Classical Machine Learning Techniques in the Search of Extrasolar Planets

Classical Machine Learning Techniques in the Search of Extrasolar Planets

The field of astronomical data analysis has experienced an important paradigm shift in the recent years. The automation of certain analysis procedures is no longer a desirable feature for reducing the human effort, but a must have asset for coping with the extremely large datasets that new instrume...

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Bibliographic Details
Main Authors: Francisco Alejandro Mena, Margarita Constanza Bugueño, Mauricio Araya
Format: Article
Language:English
Published: Centro Latinoamericano de Estudios en Informática 2019-12-01
Series:CLEI Electronic Journal
Subjects:
machine learning
exoplanet detection
feature engineering
light curve
Online Access:http://www.clei.org/cleiej/index.php/cleiej/article/view/437

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