Publications of Dustin J. Kempton ordered by citations

A list of publications authored or co-authored by Dustin J. Kempton, derived from the SAO/NASA Astrophysics Data System (ADS) and ordered by the numbers of citations.

Orcid ID: 0000-0002-1837-8365

113	Review of Solar Energetic Particle Prediction Models Whitman, Kathryn, Egeland, Ricky, Richardson, Ian G., Allison, Clayton, Quinn, Philip, Barzilla, Janet, Kitiashvili, Irina, Sadykov, Viacheslav, Bain, Hazel M., Dierckxsens, Mark, Mays, M. Leila, Tadesse, Tilaye, Lee, Kerry T., Semones, Edward, Luhmann, Janet G., Núñez, Marlon, White, Stephen M., Kahler, Stephen W., Ling, Alan G., Smart, Don F., Shea, Margaret A., Tenishev, Valeriy, Boubrahimi, Soukaina F., Aydin, Berkay, Martens, Petrus, Angryk, Rafal, Marsh, Michael S., Dalla, Silvia, Crosby, Norma, Schwadron, Nathan A., Kozarev, Kamen, Gorby, Matthew, Young, Matthew A., Laurenza, Monica, Cliver, Edward W., Alberti, Tommaso, Stumpo, Mirko, Benella, Simone, Papaioannou, Athanasios, Anastasiadis, Anastasios, Sandberg, Ingmar, Georgoulis, Manolis K., Ji, Anli, Kempton, Dustin, Pandey, Chetraj, Li, Gang, Hu, Junxiang, Zank, Gary P., Lavasa, Eleni, Giannopoulos, Giorgos, Falconer, David, Kadadi, Yash, Fernandes, Ian, Dayeh, Maher A., Muñoz-Jaramillo, Andrés, Chatterjee, Subhamoy, Moreland, Kimberly D., Sokolov, Igor V., Roussev, Ilia I., Taktakishvili, Aleksandre, Effenberger, Frederic, Gombosi, Tamas, Huang, Zhenguang, Zhao, Lulu, Wijsen, Nicolas, Aran, Angels, Poedts, Stefaan, Kouloumvakos, Athanasios, Paassilta, Miikka, Vainio, Rami, Belov, Anatoly, Eroshenko, Eugenia A., Abunina, Maria A., Abunin, Artem A., Balch, Christopher C., Malandraki, Olga, Karavolos, Michalis, Heber, Bernd, Labrenz, Johannes, Kühl, Patrick, Kosovichev, Alexander G., Oria, Vincent, Nita, Gelu M., Illarionov, Egor, O'Keefe, Patrick M., Jiang, Yucheng, Fereira, Sheldon H., Ali, Aatiya, Paouris, Evangelos, Aminalragia-Giamini, Sigiava, Jiggens, Piers, Jin, Meng, Lee, Christina O., Palmerio, Erika, Bruno, Alessandro, Kasapis, Spiridon, Wang, Xiantong, Chen, Yang, Sanahuja, Blai, Lario, David, Jacobs, Carla, Strauss, Du Toit, Steyn, Ruhann, van den Berg, Jabus, Swalwell, Bill, Waterfall, Charlotte, Nedal, Mohamed, Miteva, Rositsa, Dechev, Momchil, Zucca, Pietro, Engell, Alec, Maze, Brianna, Farmer, Harold, Kerber, Thuha, Barnett, Ben, Loomis, Jeremy, Grey, Nathan, Thompson, Barbara J., Linker, Jon A., Caplan, Ronald M., Downs, Cooper, Török, Tibor, Lionello, Roberto, Titov, Viacheslav, Zhang, Ming & Hosseinzadeh, Pouya, 2023, Advances in Space Research, 72, 5161
69	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
62	Multivariate time series dataset for space weather data analytics Angryk, Rafal A., Martens, Petrus C., Aydin, Berkay, Kempton, Dustin, Mahajan, Sushant S., Basodi, Sunitha, Ahmadzadeh, Azim, Cai, Xumin, Filali Boubrahimi, Soukaina, Hamdi, Shah Muhammad, Schuh, Michael A. & Georgoulis, Manolis K., 2020, Scientific Data, 7, 227
21	Prediction of Solar Eruptions Using Filament Metadata Aggarwal, Ashna, Schanche, Nicole, Reeves, Katharine K., Kempton, Dustin & Angryk, Rafal, 2018, ApJS, 236, 15
9	Tracking Solar Events through Iterative Refinement Kempton, D. J. & Angryk, R. A., 2015, Astronomy and Computing, 13, 124
8	A Curated Image Parameter Data Set from the Solar Dynamics Observatory Mission Ahmadzadeh, Azim, Kempton, Dustin J. & Angryk, Rafal A., 2019, ApJS, 243, 18
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	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
4	Tracking Solar Phenomena from the SDO Kempton, Dustin J., Schuh, Michael A. & Angryk, Rafal A., 2018, ApJ, 869, 54
2	A dataset of manually annotated filaments from H-alpha observations Ahmadzadeh, Azim, Adhyapak, Rohan, Chaurasiya, Kartik, Nagubandi, Laxmi Alekhya, Aparna, V., Martens, Petrus C., Pevtsov, Alexei, Bertello, Luca, Pevtsov, Alexander, Douglas, Naomi, McDonald, Samuel, Bawa, Apaar, Kang, Eugene, Wu, Riley, Kempton, Dustin J., Abdelkarem, Aya, Copeland, Patrick M. & Seelamneni, Sri Harsha, 2024, Scientific Data, 11, 1031
1	Contingency Space: A Semimetric Space for Classification Evaluation Ahmadzadeh, Azim, Kempton, Dustin J., Martens, Petrus C. & Angryk, Rafal A., 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 1501
0	Describing solar images with sparse coding for similarity search Kempton, Dustin J., Schuh, Michael A. & Angryk, Rafal A., 2016, 2016 IEEE International Conference on Big Data (Big Data), p. 399
0	Spatio-temporal interpolation methods for solar events metadata Boubrahimi, Soukaina Filali, Aydin, Berkay, Kempton, Dustin & Angryk, Rafal, 2016, 2016 IEEE International Conference on Big Data (Big Data), p. 397
0	Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances Boubrahimi, Soukaina Filali, Aydin, Berkay, Kempton, Dustin, Mahajan, Sushant S. & Angryk, Rafal, 2016, 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), p. 26
0	SOLEV: a video generation framework for solar events from mixed data sources (demo paper) Boubrahimi, Soukaina Filali, Aydin, Berkay, Kempton, Dustin & Angryk, Rafal A., 2016, Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, p. 1
0	Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data Ahmadzadeh, Azim, Hostetter, Maxwell, Aydin, Berkay, Georgoulis, Manolis K., Kempton, Dustin J., Mahajan, Sushant S. & Angryk, Rafal, 2019, 2019 IEEE International Conference on Big Data (Big Data), p. 178
0	Toward Filament Segmentation Using Deep Neural Networks Ahmadzadeh, Azim, Mahajan, Sushant S., Kempton, Dustin J., Angryk, Rafal A. & Ji, Shihao, 2019, 2019 IEEE International Conference on Big Data (Big Data), p. 626
0	Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis Hostetter, Maxwell, Ahmadzadeh, Azim, Aydin, Berkay, Georgoulis, Manolis K., Kempton, Dustin J. & Angryk, Rafal A., 2019, 2019 IEEE International Conference on Big Data (Big Data), p. 629
0	Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting Ahmadzadeh, Azim, Aydin, Berkay, Kempton, Dustin J., Hostetter, Maxwell, Angryk, Rafal A., Georgoulis, Manolis K. & Mahajan, Sushant S., 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA), p. 293
0	Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations Pillai, Karthik Ganesan, Angryk, Rafal A., Banda, Juan M., Kempton, Dustin, Aydin, Berkay & Martens, Petrus C., 2016, ACM Transactions on Spatial Algorithms and Systems, 2, 1
0	Iterative refinement of multiple targets tracking of solar events Kempton, Dustin, Pillai, Karthik Ganesan & Angryk, Rafal, 2014, 2014 IEEE International Conference on Big Data (Big Data), p. 205
0	A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems Ji, Anli, Arya, Akhil, Kempton, Dustin, Angryk, Rafal, Georgoulis, Manolis K. & Aydin, Berkay, 2021, 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI), p. 22
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	Multiscale IOU: A Metric for Evaluation of Salient Object Detection with Fine Structures Ahmadzadeh, Azim, Kempton, Dustin J., Chen, Yang & Angryk, Rafal A., 2021, 2021 IEEE International Conference on Image Processing (ICIP), p. 148
0	Improving the functionality of tamura directionality on solar images Ahmadzadeh, Azim, Kempton, Dustin J., Schuh, Michael A. & Angryk, Rafal A., 2017, 2017 IEEE International Conference on Big Data (Big Data), p. 317
0	Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patterns Aydin, Berkay, Kempton, Dustin, Akkineni, Vijay, Gopavaram, Shaktidhar Reddy, Pillai, Karthik Ganesan & Angryk, Rafal, 2014, 2014 IEEE International Conference on Big Data (Big Data), p. 201
0	Contingency Space: A Semimetric Space for Classification Evaluation Ahmadzadeh, Azim, Kempton, Dustin J., Martens, Petrus C. & Angryk, Rafal A., 2023, IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 1501
0	A time series classification-based approach for solar flare prediction Hamdi, Shah Muhammad, Kempton, Dustin, Ma, Ruizhe, Boubrahimi, Soukaina Filali & Angryk, Rafal A., 2017, 2017 IEEE International Conference on Big Data (Big Data), p. 320