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20152025
most citedPrediction of Solar Flare Size and Time-to-Flare Using Support Vector Machine Regression

48 citations · 181 across the 12 of their papers we have counts for

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astro-ph.SR2015★ 48 cited

Prediction of Solar Flare Size and Time-to-Flare Using Support Vector Machine Regression

Laura E. Boucheron, Amani Al-Ghraibah, R. T. James McAteer

We study the prediction of solar flare size and time-to-flare using 38 features describing magnetic complexity of the photospheric magnetic field. This work uses support vector reg…

astro-ph.SR2015★ 45 cited

An automated classification approach to ranking photospheric proxies of magnetic energy build-up

Amani Al-Ghraibah, Laura. E. Boucheron, R. T. James McAteer

We study the photospheric magnetic field of ~2000 active regions in solar cycle 23 to search for parameters indicative of energy build-up and subsequent release as a solar flare. W…