Automated Prediction of CMEs Using Machine Learning of CME¿¿¿Flare Associations

Automated Prediction of CMEs Using Machine Learning of CME¿¿¿Flare Associations

Machine-learning algorithms are applied to explore the relation between significant flares and their associated CMEs. The NGDC flares catalogue and the SOHO/LASCO CME catalogue are processed to associate X and M-class flares with CMEs based on timing information. Automated systems are created to pro...

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Bibliographic Details
Main Authors: Qahwaji, Rami S. R., Colak, Tufan, Al-Omari, M., Ipson, Stanley S.
Language:en
Published: Springer 2009
Subjects:
Solar Imaging
Space Weather
Machine-learning algorithms
Solar flares
Prediction
CMEs prediction
Neural networks
Support vector machines
Online Access:http://hdl.handle.net/10454/4093

Internet

http://hdl.handle.net/10454/4093

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