Challenges with extreme class-imbalance and temporal coherence: A study on solar flare data A Ahmadzadeh, M Hostetter, B Aydin, MK Georgoulis, DJ Kempton, ... 2019 IEEE international conference on big data (Big Data), 1423-1431, 2019 | 27 | 2019 |
Rare-event time series prediction: A case study of solar flare forecasting A Ahmadzadeh, B Aydin, DJ Kempton, M Hostetter, RA Angryk, ... 2019 18th IEEE international conference on machine learning and applications …, 2019 | 12 | 2019 |
Understanding the impact of statistical time series features for flare prediction analysis M Hostetter, A Ahmadzadeh, B Aydin, MK Georgoulis, DJ Kempton, ... 2019 IEEE International Conference on Big Data (Big Data), 4960-4966, 2019 | 11 | 2019 |
First steps toward synthetic sample generation for machine learning based flare forecasting M Hostetter, RA Angryk 2020 IEEE International Conference on Big Data (Big Data), 4208-4217, 2020 | 2 | 2020 |
Prediction of Functional Markers of Mass Cytometry Data via Deep Learning C Solís-Lemus, X Ma, M Hostetter, S Kundu, P Qiu, D Pimentel-Alarcón Statistical Modeling in Biomedical Research: Contemporary Topics and Voices …, 2020 | | 2020 |