Improving Solar Flare Prediction by Time Series Outlier Detection

no code implementations • 14 Jun 2022 • Junzhi Wen, Md Reazul Islam, Azim Ahmadzadeh, Rafal A. Angryk

While a number of machine-learning methods have been proposed to improve flare prediction, none of them, to the best of our knowledge, have investigated the impact of outliers on the reliability and those models' performance.

Outlier Detection Solar Flare Prediction +2