Dustin Kempton
Dustin Kempton
Research Assistant Professor, Georgia State University
Verified email at gsu.edu - Homepage
Title
Cited by
Cited by
Year
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
252014
Tracking solar events through iterative refinement
DJ Kempton, RA Angryk
Astronomy and Computing 13, 124-135, 2015
202015
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
202014
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), 1-13, 2020
152020
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
152017
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
152016
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
132015
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
122016
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
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
82018
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
72019
Towards feature selection for appearance models in solar event tracking
DJ Kempton, MA Schuh, RA Angryk
International Conference on Artificial Intelligence and Soft Computing, 88-101, 2016
72016
An integrated solar database (isd) with extended spatiotemporal querying capabilities
A Kucuk, B Aydin, SF Boubrahimi, D Kempton, RA Angryk
International Symposium on Spatial and Temporal Databases, 405-410, 2017
52017
Towards using sparse coding in appearance models for solar event tracking
D Kempoton, M Schuh, R Angryk
2016 19th International Conference on Information Fusion (FUSION), 1252-1259, 2016
52016
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
42019
Tracking solar phenomena from the sdo
DJ Kempton, MA Schuh, RA Angryk
The Astrophysical Journal 869 (1), 54, 2018
42018
Improving the functionality of tamura directionality on solar images
A Ahmadzadeh, DJ Kempton, MA Schuh, RA Angryk
2017 IEEE International Conference on Big Data (Big Data), 2518-2526, 2017
32017
Describing solar images with sparse coding for similarity search
DJ Kempton, MA Schuh, RA Angryk
2016 IEEE International Conference on Big Data (Big Data), 3168-3176, 2016
32016
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
22021
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
22019
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