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Dustin Kempton
Dustin Kempton
Research Assistant Professor, Georgia State University
Verified email at gsu.edu
Title
Cited by
Cited by
Year
Multivariate time series dataset for space weather data analytics
RA Angryk, PC Martens, B Aydin, D Kempton, SS Mahajan, S Basodi, ...
Scientific data 7 (1), 227, 2020
912020
How to train your flare prediction model: Revisiting robust sampling of rare events
A Ahmadzadeh, B Aydin, MK Georgoulis, DJ Kempton, SS Mahajan, ...
The Astrophysical Journal Supplement Series 254 (2), 23, 2021
402021
Review of solar energetic particle prediction models
K Whitman, R Egeland, IG Richardson, C Allison, P Quinn, J Barzilla, ...
Advances in Space Research 72 (12), 5161-5242, 2023
312023
Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patterns
B Aydin, D Kempton, V Akkineni, SR Gopavaram, KG Pillai, R Angryk
2014 IEEE International Conference on Big Data, 1-10, 2014
302014
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
252019
A time series classification-based approach for solar flare prediction
SM Hamdi, D Kempton, R Ma, SF Boubrahimi, RA Angryk
2017 IEEE International Conference on Big Data (Big Data), 2543-2551, 2017
252017
Prediction of solar eruptions using filament metadata
A Aggarwal, N Schanche, KK Reeves, D Kempton, R Angryk
The Astrophysical Journal Supplement Series 236 (1), 15, 2018
222018
Spatio-temporal interpolation methods for solar events metadata
SF Boubrahimi, B Aydin, D Kempton, R Angryk
2016 IEEE International Conference on Big Data (Big Data), 3149-3157, 2016
222016
Tracking solar events through iterative refinement
DJ Kempton, RA Angryk
Astronomy and Computing 13, 124-135, 2015
212015
Iterative Refinement of Multiple Targets Tracking of Solar Events
D Kempton, KG Pillai, R Angryk
2014 IEEE International Conference on Big Data, 36-44, 2014
212014
Spatiotemporal interpolation methods for solar event trajectories
SF Boubrahimi, B Aydin, MA Schuh, D Kempton, RA Angryk, R Ma
The Astrophysical Journal Supplement Series 236 (1), 23, 2018
152018
Mining spatiotemporal co-occurrence patterns in solar datasets
B Aydin, D Kempton, V Akkineni, R Angryk, KG Pillai
Astronomy and computing 13, 136-144, 2015
142015
Towards synthetic multivariate time series generation for flare forecasting
Y Chen, DJ Kempton, A Ahmadzadeh, RA Angryk
Artificial Intelligence and Soft Computing: 20th International Conference …, 2021
132021
Filling the gaps in solar big data: Interpolation of solar filament event instances
SF Boubrahimi, B Aydin, D Kempton, SS Mahajan, R Angryk
2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud …, 2016
132016
Multiscale iou: A metric for evaluation of salient object detection with fine structures
A Ahmadzadeh, DJ Kempton, Y Chen, RA Angryk
2021 IEEE International Conference on Image Processing (ICIP), 684-688, 2021
112021
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
112019
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
102019
Mining at most top-k% spatiotemporal co-occurrence patterns in datasets with extended spatial representations
KG Pillai, RA Angryk, JM Banda, D Kempton, B Aydin, PC Martens
ACM Transactions on Spatial Algorithms and Systems (TSAS) 2 (3), 1-27, 2016
102016
SWAN-SF
R Angryk, P Martens, B Aydin, D Kempton, S Mahajan, S Basodi, ...
Harvard Dataverse, 2020
92020
Machine learning in heliophysics and space weather forecasting: a white paper of findings and recommendations
G Nita, M Georgoulis, I Kitiashvili, V Sadykov, E Camporeale, ...
arXiv preprint arXiv:2006.12224, 2020
82020
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