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Systematic Analysis of Machine Learning and Feature Selection Techniques for Prediction of the Kp Index

Authors
/persons/resource/irina

Zhelavskaya,  Irina
2.8 Magnetospheric Physics, 2.0 Geophysics, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum;

/persons/resource/ruggero

Vasile,  Ruggero
2.8 Magnetospheric Physics, 2.0 Geophysics, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum;

/persons/resource/yshprits

Shprits,  Yuri
2.8 Magnetospheric Physics, 2.0 Geophysics, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum;

/persons/resource/cstolle

Stolle,  Claudia
2.3 Geomagnetism, 2.0 Geophysics, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum;

/persons/resource/jmat

Matzka,  J.
2.3 Geomagnetism, 2.0 Geophysics, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum;

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4768924.pdf
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Citation

Zhelavskaya, I., Vasile, R., Shprits, Y., Stolle, C., Matzka, J. (2019): Systematic Analysis of Machine Learning and Feature Selection Techniques for Prediction of the Kp Index. - Space Weather, 17, 10, 1461-1486.
https://doi.org/10.1029/2019SW002271


Cite as: https://gfzpublic.gfz-potsdam.de/pubman/item/item_4768924
Abstract
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