Publications of Rafal A. Angryk ordered by citations

A list of publications authored or co-authored by Rafal A. Angryk, derived from the SAO/NASA Astrophysics Data System (ADS) and ordered by the numbers of citations. Publications above the horizontal line count towards the h-index.

Orcid ID: 0000-0001-9598-8207

88	Computer Vision for the Solar Dynamics Observatory (SDO) Martens, P. C. H., Attrill, G. D. R., Davey, A. R., Engell, A., Farid, S., Grigis, P. C., Kasper, J., Korreck, K., Saar, S. H., Savcheva, A., Su, Y., Testa, P., Wills-Davey, M., Bernasconi, P. N., Raouafi, N. -E., Delouille, V. A., Hochedez, J. F., Cirtain, J. W., DeForest, C. E., Angryk, R. A., De Moortel, I., Wiegelmann, T., Georgoulis, M. K., McAteer, R. T. J. & Timmons, R. P., 2012, Solar Physics, 275, 79
40	How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events Ahmadzadeh, Azim, Aydin, Berkay, Georgoulis, Manolis K., Kempton, Dustin J., Mahajan, Sushant S. & Angryk, Rafal A., 2021, ApJS, 254, 23
20	Prediction of Solar Eruptions Using Filament Metadata Aggarwal, Ashna, Schanche, Nicole, Reeves, Katharine K., Kempton, Dustin & Angryk, Rafal, 2018, ApJS, 236, 15
11	A Comparative Evaluation of Automated Solar Filament Detection Schuh, M. A., Banda, J. M., Bernasconi, P. N., Angryk, R. A. & Martens, P. C. H., 2014, Solar Physics, 289, 2503
8	Tracking Solar Events through Iterative Refinement Kempton, D. J. & Angryk, R. A., 2015, Astronomy and Computing, 13, 124
8	A large-scale solar dynamics observatory image dataset for computer vision applications Kucuk, Ahmet, Banda, Juan M. & Angryk, Rafal A., 2017, Scientific Data, 4, 170096
8	A Systematic Magnetic Polarity Inversion Line Data Set from SDO/HMI Magnetograms Ji, Anli, Cai, Xumin, Khasayeva, Nigar, Georgoulis, Manolis K., Martens, Petrus C., Angryk, Rafal A. & Aydin, Berkay, 2023, ApJS, 265, 28
8	Data Handling and Assimilation for Solar Event Prediction Martens, Petrus C. & Angryk, Rafal A., 2018, Space Weather of the Heliosphere: Processes and Forecasts (Editors: Foullon, Claire & Malandraki, Olga E.), IAU Symposium, 335, p. 344
6	Steps Toward a Large-Scale Solar Image Data Analysis to Differentiate Solar Phenomena Banda, J. M., Angryk, R. A. & Martens, P. C. H., 2013, Solar Physics, 288, 435
5	On visualization techniques for solar data mining Schuh, M. A., Banda, J. M., Wylie, T., McInerney, P., Pillai, K. Ganesan & Angryk, R. A., 2015, Astronomy and Computing, 10, 32
5	Mining spatiotemporal co-occurrence patterns in solar datasets Aydin, B., Kempton, D., Akkineni, V., Angryk, R. & Pillai, K. G., 2015, Astronomy and Computing, 13, 136
5	Coronal Mass Ejection Data Clustering and Visualization of Decision Trees Ma, Ruizhe, Angryk, Rafal A., Riley, Pete & Filali Boubrahimi, Soukaina, 2018, ApJS, 236, 14
5	Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods Pandey, Chetraj, Angryk, Rafal A. & Aydin, Berkay, 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track. ECML PKDD 2023. Lecture Notes in Computer Science, 14175, p. 72
4	On Dimensionality Reduction for Indexing and Retrieval of Large-Scale Solar Image Data Banda, J. M., Angryk, R. A. & Martens, P. C. H., 2013, Solar Physics, 283, 113
4	A large-scale dataset of solar event reports from automated feature recognition modules Schuh, Michael A., Angryk, Rafal A. & Martens, Petrus C., 2016, Journal of Space Weather and Space Climate, 6, A22
4	Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting Pandey, Chetraj, Angryk, Rafal A., Georgoulis, Manolis K. & Aydin, Berkay, 2023, Lecture Notes in Computer Science, 14276, 567
4	Solar image parameter data from the SDO: Long-term curation and data mining Schuh, M. A., Angryk, R. A. & Martens, P. C., 2015, Astronomy and Computing, 13, 86
4	Mining spatiotemporal co-occurrence patterns in non-relational databases Aydin, Berkay, Akkineni, Vijay & Angryk, Rafal, 2016, GeoInformatica, 20, 801
3	Tracking Solar Phenomena from the SDO Kempton, Dustin J., Schuh, Michael A. & Angryk, Rafal A., 2018, ApJ, 869, 54
3	Spatiotemporal Interpolation Methods for Solar Event Trajectories Filali Boubrahimi, Soukaina, Aydin, Berkay, Schuh, Michael A., Kempton, Dustin, Angryk, Rafal A. & Ma, Ruizhe, 2018, ApJS, 236, 23
3	A Curated Image Parameter Data Set from the Solar Dynamics Observatory Mission Ahmadzadeh, Azim, Kempton, Dustin J. & Angryk, Rafal A., 2019, ApJS, 243, 18
1	Regional content-based image retrieval for solar images: Traditional versus modern methods Banda, J. M. & Angryk, R. A., 2015, Astronomy and Computing, 13, 108
0	Avoiding More Accurate and Less Robust Models: Mistakes and Pitfalls in Training Flare Forecasting Models Ahmadzadeh, Azim, Aydin, Berkay, Kempton, Dustin, Mahajan, Sushant, Georgoulis, Manolis & Angryk, Rafal, 2021, essoar.10508359
0	An ML-Ready Filament Augmentation Engine with Labeled Magnetic Helicity Sign Talla, Shreejaa, Ahmadzadeh, Azim, Mahajan, Sushant & Angryk, Rafal, 2021, essoar.10509388
0	Twenty Feature Selection Algorithms, One Dataset, One Problem: Flare Forecasting Yeolekar, Atharv, Patel, Sagar, Tall, Shreejaa, Rukmini Puthucode, Krishna, Ahmadzadeh, Azim, Sadykov, Viacheslav & Angryk, Rafal, 2021, essoar.10509390
0	An Abstraction-Based Data Model for Information Retrieval McAllister, Richard A. & Angryk, Rafal A., 2009, Lecture Notes in Computer Science, p.567
0	Special Section: Management, Search and Analysis of Solar Astronomy Big Data Angryk, Rafal A., Csillaghy, André & Martens, Petrus C., 2015, Astronomy and Computing, 13, 85