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

Segmentation of Time Series in Improving Dynamic Time Warping. - Ruizhe Ma; Azim Ahmadzadeh; Soukaina Filali Boubrahimi; Rafal A. Angryk (IEEE BigData, 2018)

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)

Solar Pre-Flare Classification with Time Series Profiling. - Ruizhe Ma; Azim Ahmadzadeh; Soukaina Filali Boubrahimi; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2019)

A Scalable Segmented Dynamic Time Warping for Time Series Classification. - Ruizhe Ma; Azim Ahmadzadeh; Soukaïna Filali Boubrahimi; Rafal A. Angryk (ICAISC (2), 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)

On The Effectiveness of Imaging of Time Series for Flare Forecasting Problem. - Yang Chen; Anli Ji; Pavan Ajit Babajiyavar; Azim Ahmadzadeh; Rafal A. Angryk (IEEE BigData, 2020)

Deep Neural Network-based Active Region Magnetogram Patch Super Resolution. - Mohammed Shoebuddin Habeeb; Berkay Aydin; Azim Ahmadzadeh; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2020)

Solar Line-of-Sight Magnetograms Super-Resolution Using Deep Neural Networks. - Mohammed Shoebuddin Habeeb; Berkay Aydin; Azim Ahmadzadeh; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2020)

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)

MVTS-Data Toolkit: A Python package for preprocessing multivariate time series data. - Azim Ahmadzadeh; Kankana Sinha; Berkay Aydin; Rafal A. Angryk (SoftwareX, 2020)

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)

Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods. - Atharv Yeolekar; Sagar Patel; Shreejaa Talla; Krishna Rukmini Puthucode; Azim Ahmadzadeh; Viacheslav M. Sadykov; Rafal A. Angryk (ICDM (Workshops), 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)

Improving Solar Flare Prediction by Time Series Outlier Detection. - Junzhi Wen; Md Reazul Islam; Azim Ahmadzadeh; Rafal A. Angryk (ICAISC (2), 2022)

Measuring Class-Imbalance Sensitivity of Deterministic Performance Evaluation Metrics. - Azim Ahmadzadeh; Rafal A. Angryk (ICIP, 2022)

TS-MIoU: A Time Series Similarity Metric Without Mapping. - Azim Ahmadzadeh; Yang Chen; Krishna Rukmini Puthucode; Ruizhe Ma; Rafal A. Angryk (ECML/PKDD (6), 2022)

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)

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)

Multiscale Dubuc: A New Similarity Measure for Time Series. - Mahsa Khazaei; Azim Ahmadzadeh; Krishna Rukmini Puthucode (IEEE Big Data, 2024)

H-Alpha anomalyzer: An anomaly detector for H-Alpha solar observations using a grid-based approach. - Mahsa Khazaei; Heba Mahdi; Kartik Chaurasiya; Azim Ahmadzadeh (SoftwareX, 2025)