Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patterns. - Berkay Aydin; Dustin Kempton; Vijay Akkineni; Shaktidhar Reddy Gopavaram; Karthik Ganesan Pillai; Rafal A. Angryk (IEEE BigData, 2014)

Iterative refinement of multiple targets tracking of solar events. - Dustin Kempton; Karthik Ganesan Pillai; Rafal A. Angryk (IEEE BigData, 2014)

Mining spatiotemporal co-occurrence patterns in solar datasets. - Berkay Aydin; Dustin Kempton; Vijay Akkineni; Rafal A. Angryk; Karthik Ganesan Pillai (Astron. Comput., 2015)

Tracking Solar Events through Iterative Refinement. - Dustin J. Kempton; Rafal A. Angryk (Astron. Comput., 2015)

Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances. - Soukaina Filali Boubrahimi; Berkay Aydin; Dustin Kempton; Sushant S. Mahajan; Rafal A. Angryk (BDCloud-SocialCom-SustainCom, 2016)

Spatio-temporal interpolation methods for solar events metadata. - Soukaina Filali Boubrahimi; Berkay Aydin; Dustin Kempton; Rafal A. Angryk (IEEE BigData, 2016)

Describing solar images with sparse coding for similarity search. - Dustin J. Kempton; Michael A. Schuh; Rafal A. Angryk (IEEE BigData, 2016)

SOLEV: a video generation framework for solar events from mixed data sources (demo paper). - Soukaina Filali Boubrahimi; Berkay Aydin; Dustin Kempton; Rafal A. Angryk (SIGSPATIAL/GIS, 2016)

Towards Feature Selection for Appearance Models in Solar Event Tracking. - Dustin J. Kempton; Michael A. Schuh; Rafal A. Angryk (ICAISC (2), 2016)

Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations. - Karthik Ganesan Pillai; Rafal A. Angryk; Juan M. Banda; Dustin Kempton; Berkay Aydin; Petrus C. Martens (ACM Trans. Spatial Algorithms Syst., 2016)

Improving the functionality of tamura directionality on solar images. - Azim Ahmadzadeh; Dustin J. Kempton; Michael A. Schuh; Rafal A. Angryk (IEEE BigData, 2017)

A time series classification-based approach for solar flare prediction. - Shah Muhammad Hamdi; Dustin Kempton; Ruizhe Ma; Soukaina Filali Boubrahimi; Rafal A. Angryk (IEEE BigData, 2017)

A Region-Based Retrieval System for Heliophysics Imagery. - Michael A. Schuh; Dustin Kempton; Rafal A. Angryk (FLAIRS, 2017)

An Integrated Solar Database (ISD) with Extended Spatiotemporal Querying Capabilities. - Ahmet Küçük; Berkay Aydin; Soukaina Filali Boubrahimi; Dustin Kempton; Rafal A. Angryk (SSTD, 2017)

Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. - Azim Ahmadzadeh; Maxwell Hostetter; Berkay Aydin; Manolis K. Georgoulis; Dustin J. Kempton; Sushant S. Mahajan; Rafal A. Angryk (IEEE BigData, 2019)

Toward Filament Segmentation Using Deep Neural Networks. - Azim Ahmadzadeh; Sushant S. Mahajan; Dustin J. Kempton; Rafal A. Angryk; Shihao Ji 001 (IEEE BigData, 2019)

Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis. - Maxwell Hostetter; Azim Ahmadzadeh; Berkay Aydin; Manolis K. Georgoulis; Dustin J. Kempton; Rafal A. Angryk (IEEE BigData, 2019)

Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting. - Azim Ahmadzadeh; Berkay Aydin; Dustin J. Kempton; Maxwell Hostetter; Rafal A. Angryk; Manolis K. Georgoulis; Sushant S. Mahajan (ICMLA, 2019)

A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission. - Azim Ahmadzadeh; Dustin J. Kempton; Rafal A. Angryk (CoRR, 2019)

Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. - Gelu Nita; Manolis K. Georgoulis; Irina Kitiashvili; Viacheslav Sadykov; Enrico Camporeale; Alexander Kosovichev; Haimin Wang; Vincent Oria; Jason T. L. Wang; Rafal A. Angryk; Berkay Aydin; Azim Ahmadzadeh; et al. (CoRR, 2020)

A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems. - Anli Ji; Akhil Arya; Dustin Kempton; Rafal A. Angryk; Manolis K. Georgoulis; Berkay Aydin (CogMI, 2021)

Towards Synthetic Multivariate Time Series Generation for Flare Forecasting. - Yang Chen; Dustin J. Kempton; Azim Ahmadzadeh; Rafal A. Angryk (ICAISC (1), 2021)

Multiscale IOU: A Metric for Evaluation of Salient Object Detection with Fine Structures. - Azim Ahmadzadeh; Dustin J. Kempton; Yang Chen; Rafal A. Angryk (ICIP, 2021)

How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events. - Azim Ahmadzadeh; Berkay Aydin; Manolis K. Georgoulis; Dustin J. Kempton; Sushant S. Mahajan; Rafal A. Angryk (CoRR, 2021)

CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting. - Yang Chen; Dustin J. Kempton; Azim Ahmadzadeh; Junzhi Wen; Anli Ji; Rafal A. Angryk (Neural Comput. Appl., 2022)

Examining Effects of Class Imbalance on Conditional GAN Training. - Yang Chen; Dustin J. Kempton; Rafal A. Angryk (ICAISC (1), 2023)

Contingency Space: A Semimetric Space for Classification Evaluation. - Azim Ahmadzadeh; Dustin J. Kempton; Petrus C. Martens; Rafal A. Angryk (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder. - Yang Chen; Dustin J. Kempton; Rafal A. Angryk (CoRR, 2024)