Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. - Azim Ahmadzadeh; Maxwell Hostetter; Berkay Aydin; Manolis K. Georgoulis; Dustin J. Kempton; Sushant S. Mahajan; Rafal A. Angryk (IEEE BigData, 2019)

Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis. - Maxwell Hostetter; Azim Ahmadzadeh; Berkay Aydin; Manolis K. Georgoulis; Dustin J. Kempton; Rafal A. Angryk (IEEE BigData, 2019)

Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting. - Azim Ahmadzadeh; Berkay Aydin; Dustin J. Kempton; Maxwell Hostetter; Rafal A. Angryk; Manolis K. Georgoulis; Sushant S. Mahajan (ICMLA, 2019)

First Steps Toward Synthetic Sample Generation for Machine Learning Based Flare Forecasting. - Maxwell Hostetter; Rafal A. Angryk (IEEE BigData, 2020)