Publications of Dustin J. Kempton

A list of publications authored or co-authored by Dustin J. Kempton, derived from the SAO/NASA Astrophysics Data System (ADS). The number in brackets after each title indicates the number of citations that the paper has received.

Orcid ID: 0000-0002-1837-8365

List of publications ordered by citations
Number of papers: 28 (refereed: 10)
No. of citations: 299
First author papers: 4 (refereed: 2)

2024

  1. A dataset of manually annotated filaments from H-alpha observations [2]
    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, Scientific Data, 11, 1031

2023

  1. Contingency Space: A Semimetric Space for Classification Evaluation [0]
    Ahmadzadeh, Azim, Kempton, Dustin J., Martens, Petrus C. & Angryk, Rafal A., IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 1501
  2. Review of Solar Energetic Particle Prediction Models [113]
    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, Advances in Space Research, 72, 5161

2022

  1. Contingency Space: A Semimetric Space for Classification Evaluation [1]
    Ahmadzadeh, Azim, Kempton, Dustin J., Martens, Petrus C. & Angryk, Rafal A., IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 1501

2021

  1. Multiscale IOU: A Metric for Evaluation of Salient Object Detection with Fine Structures [0]
    Ahmadzadeh, Azim, Kempton, Dustin J., Chen, Yang & Angryk, Rafal A., 2021 IEEE International Conference on Image Processing (ICIP), p. 148
  2. Avoiding More Accurate and Less Robust Models: Mistakes and Pitfalls in Training Flare Forecasting Models [0]
    Ahmadzadeh, Azim, Aydin, Berkay, Kempton, Dustin, Mahajan, Sushant, Georgoulis, Manolis & Angryk, Rafal, essoar.10508359
  3. How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events [69]
    Ahmadzadeh, Azim, Aydin, Berkay, Georgoulis, Manolis K., Kempton, Dustin J., Mahajan, Sushant S. & Angryk, Rafal A., ApJS, 254, 23
  4. A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems [0]
    Ji, Anli, Arya, Akhil, Kempton, Dustin, Angryk, Rafal, Georgoulis, Manolis K. & Aydin, Berkay, 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI), p. 22

2020

  1. Multivariate time series dataset for space weather data analytics [62]
    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., Scientific Data, 7, 227

2019

  1. Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting [0]
    Ahmadzadeh, Azim, Aydin, Berkay, Kempton, Dustin J., Hostetter, Maxwell, Angryk, Rafal A., Georgoulis, Manolis K. & Mahajan, Sushant S., 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA), p. 293
  2. Toward Filament Segmentation Using Deep Neural Networks [0]
    Ahmadzadeh, Azim, Mahajan, Sushant S., Kempton, Dustin J., Angryk, Rafal A. & Ji, Shihao, 2019 IEEE International Conference on Big Data (Big Data), p. 626
  3. Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data [0]
    Ahmadzadeh, Azim, Hostetter, Maxwell, Aydin, Berkay, Georgoulis, Manolis K., Kempton, Dustin J., Mahajan, Sushant S. & Angryk, Rafal, 2019 IEEE International Conference on Big Data (Big Data), p. 178
  4. A Curated Image Parameter Data Set from the Solar Dynamics Observatory Mission [8]
    Ahmadzadeh, Azim, Kempton, Dustin J. & Angryk, Rafal A., ApJS, 243, 18
  5. Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis [0]
    Hostetter, Maxwell, Ahmadzadeh, Azim, Aydin, Berkay, Georgoulis, Manolis K., Kempton, Dustin J. & Angryk, Rafal A., 2019 IEEE International Conference on Big Data (Big Data), p. 629

2018

  1. Prediction of Solar Eruptions Using Filament Metadata [21]
    Aggarwal, Ashna, Schanche, Nicole, Reeves, Katharine K., Kempton, Dustin & Angryk, Rafal, ApJS, 236, 15
  2. Spatiotemporal Interpolation Methods for Solar Event Trajectories [5]
    Filali Boubrahimi, Soukaina, Aydin, Berkay, Schuh, Michael A., Kempton, Dustin, Angryk, Rafal A. & Ma, Ruizhe, ApJS, 236, 23
  3. Tracking Solar Phenomena from the SDO [4]
    Kempton, Dustin J., Schuh, Michael A. & Angryk, Rafal A., ApJ, 869, 54

2017

  1. Improving the functionality of tamura directionality on solar images [0]
    Ahmadzadeh, Azim, Kempton, Dustin J., Schuh, Michael A. & Angryk, Rafal A., 2017 IEEE International Conference on Big Data (Big Data), p. 317
  2. A time series classification-based approach for solar flare prediction [0]
    Hamdi, Shah Muhammad, Kempton, Dustin, Ma, Ruizhe, Boubrahimi, Soukaina Filali & Angryk, Rafal A., 2017 IEEE International Conference on Big Data (Big Data), p. 320

2016

  1. Spatio-temporal interpolation methods for solar events metadata [0]
    Boubrahimi, Soukaina Filali, Aydin, Berkay, Kempton, Dustin & Angryk, Rafal, 2016 IEEE International Conference on Big Data (Big Data), p. 397
  2. Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances [0]
    Boubrahimi, Soukaina Filali, Aydin, Berkay, Kempton, Dustin, Mahajan, Sushant S. & Angryk, Rafal, 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), p. 26
  3. SOLEV: a video generation framework for solar events from mixed data sources (demo paper) [0]
    Boubrahimi, Soukaina Filali, Aydin, Berkay, Kempton, Dustin & Angryk, Rafal A., Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, p. 1
  4. Describing solar images with sparse coding for similarity search [0]
    Kempton, Dustin J., Schuh, Michael A. & Angryk, Rafal A., 2016 IEEE International Conference on Big Data (Big Data), p. 399
  5. Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations [0]
    Pillai, Karthik Ganesan, Angryk, Rafal A., Banda, Juan M., Kempton, Dustin, Aydin, Berkay & Martens, Petrus C., ACM Transactions on Spatial Algorithms and Systems, 2, 1

2015

  1. Mining spatiotemporal co-occurrence patterns in solar datasets [5]
    Aydin, B., Kempton, D., Akkineni, V., Angryk, R. & Pillai, K. G., Astronomy and Computing, 13, 136
  2. Tracking Solar Events through Iterative Refinement [9]
    Kempton, D. J. & Angryk, R. A., Astronomy and Computing, 13, 124

2014

  1. Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patterns [0]
    Aydin, Berkay, Kempton, Dustin, Akkineni, Vijay, Gopavaram, Shaktidhar Reddy, Pillai, Karthik Ganesan & Angryk, Rafal, 2014 IEEE International Conference on Big Data (Big Data), p. 201
  2. Iterative refinement of multiple targets tracking of solar events [0]
    Kempton, Dustin, Pillai, Karthik Ganesan & Angryk, Rafal, 2014 IEEE International Conference on Big Data (Big Data), p. 205

Created on Wed Apr 8 04:30:05 2026.