Dustin J. Kempton

22 papers B 1C 2Journal 10Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Autoregressive Surrogate Modeling of the Solar Wind with Spherical Fourier Neural Operator.
ICDM (Workshops)
Reza Mansouri, Dustin J. Kempton, Pete Riley, Rafal A. Angryk
2025 C conf
Toward Data-Driven Surrogates of the Solar Wind with Spherical Fourier Neural Operator.
ICMLA
Reza Mansouri, Dustin J. Kempton, Pete Riley, Rafal A. Angryk
2024 J jnl
FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder.
CoRR
Yang Chen, Dustin J. Kempton, Rafal A. Angryk
2023 J jnl
Contingency Space: A Semimetric Space for Classification Evaluation.
IEEE Trans. Pattern Anal. Mach. Intell.
Azim Ahmadzadeh, Dustin J. Kempton, Petrus C. Martens, Rafal A. Angryk
2023 — conf
Examining Effects of Class Imbalance on Conditional GAN Training.
ICAISC (1)
Yang Chen, Dustin J. Kempton, Rafal A. Angryk
2022 J jnl
CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting.
Neural Comput. Appl.
Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Junzhi Wen, Anli Ji, Rafal A. Angryk
2021 J jnl
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events.
CoRR
Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2021 B conf
Multiscale IOU: A Metric for Evaluation of Salient Object Detection with Fine Structures.
ICIP
Azim Ahmadzadeh, Dustin J. Kempton, Yang Chen, Rafal A. Angryk
2021 J jnl
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures.
CoRR
Azim Ahmadzadeh, Dustin J. Kempton, Yang Chen, Rafal A. Angryk
2021 — conf
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting.
ICAISC (1)
Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Rafal A. Angryk
2021 J jnl
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting.
CoRR
Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Rafal A. Angryk
2019 J jnl
A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission.
CoRR
Azim Ahmadzadeh, Dustin J. Kempton, Rafal A. Angryk
2019 — conf
Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data.
IEEE BigData
Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2019 J jnl
Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data.
CoRR
Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2019 C conf
Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting.
ICMLA
Azim Ahmadzadeh, Berkay Aydin, Dustin J. Kempton, Maxwell Hostetter, Rafal A. Angryk, Manolis K. Georgoulis, Sushant S. Mahajan
2019 — conf
Toward Filament Segmentation Using Deep Neural Networks.
IEEE BigData
Azim Ahmadzadeh, Sushant S. Mahajan, Dustin J. Kempton, Rafal A. Angryk, Shihao Ji
2019 J jnl
Toward Filament Segmentation Using Deep Neural Networks.
CoRR
Azim Ahmadzadeh, Sushant S. Mahajan, Dustin J. Kempton, Rafal A. Angryk, Shihao Ji
2019 — conf
Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis.
IEEE BigData
Maxwell Hostetter, Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Rafal A. Angryk
2017 — conf
Improving the functionality of tamura directionality on solar images.
IEEE BigData
Azim Ahmadzadeh, Dustin J. Kempton, Michael A. Schuh, Rafal A. Angryk
2016 — conf
Describing solar images with sparse coding for similarity search.
IEEE BigData
Dustin J. Kempton, Michael A. Schuh, Rafal A. Angryk
2016 — conf
Towards Feature Selection for Appearance Models in Solar Event Tracking.
ICAISC (2)
Dustin J. Kempton, Michael A. Schuh, Rafal A. Angryk
2015 J jnl
Tracking Solar Events through Iterative Refinement.
Astron. Comput.
Dustin J. Kempton, Rafal A. Angryk