Classification of Major Solar Flares from Extremely Imbalanced Multivariate Time Series Data Using Minimally Random Convolutional Kernel Transform

Solar flares are characterized by sudden bursts of electromagnetic radiation from the Sun’s surface, and are caused by the changes in magnetic field states in active solar regions. Earth and its surrounding space environment can suffer from various negative impacts caused by solar flares, ranging fr...

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Hlavní autoři:	Kartik Saini, Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2024-05-01
Edice:	Universe
Témata:	multivariate time series solar flare space weather imbalanced data
On-line přístup:	https://www.mdpi.com/2218-1997/10/6/234
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