Azim Ahmadzadeh
Azim Ahmadzadeh
Postdoctoral Research Associate, Department of Computer Science, Georgia State University
Verified email at gsu.edu - Homepage
Title
Cited by
Cited by
Year
Multivariate time series dataset for space weather data analytics
RA Angryk, PC Martens, B Aydin, D Kempton, SS Mahajan, S Basodi, ...
Scientific data 7 (1), 1-13, 2020
152020
Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data
A Ahmadzadeh, M Hostetter, B Aydin, MK Georgoulis, DJ Kempton, ...
2019 IEEE International Conference on Big Data (Big Data), 1423-1431, 2019
72019
Segmentation of Time Series in Improving Dynamic Time Warping
R Ma, A Ahmadzadeh, SF Boubrahimi, RA Angryk
2018 IEEE International Conference on Big Data (Big Data), 3756-3761, 2018
52018
MVTS-Data toolkit: A python package for preprocessing multivariate time series data
A Ahmadzadeh, K Sinha, B Aydin, RA Angryk
SoftwareX 12, 100518, 2020
42020
Understanding the impact of statistical time series features for flare prediction analysis
M Hostetter, A Ahmadzadeh, B Aydin, MK Georgoulis, DJ Kempton, ...
2019 IEEE International Conference on Big Data (Big Data), 4960-4966, 2019
42019
Improving the Functionality of Tamura Directionality on Solar Images
A Ahmadzadeh, DJ Kempton, MA Schuh, RA Angryk
IEEE International Conference on Big Data 2017, 2017
32017
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
A Ahmadzadeh, B Aydin, MK Georgoulis, DJ Kempton, SS Mahajan, ...
The Astrophysical Journal Supplement Series 254 (2), 23, 2021
22021
Rare-event time series prediction: A case study of solar flare forecasting
A Ahmadzadeh, B Aydin, DJ Kempton, M Hostetter, RA Angryk, ...
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
22019
A scalable segmented dynamic time warping for time series classification
R Ma, A Ahmadzadeh, SF Boubrahimi, RA Angryk
International Conference on Artificial Intelligence and Soft Computing, 407-419, 2019
22019
Machine learning in heliophysics and space weather forecasting: A white paper of findings and recommendations
G Nita, M Georgoulis, I Kitiashvili, V Sadykov, E Camporeale, ...
arXiv preprint arXiv:2006.12224, 2020
12020
Solar pre-flare classification with time series profiling
R Ma, A Ahmadzadeh, SF Boubrahimi, MK Georgoulis, RA Angryk
2019 IEEE International Conference on Big Data (Big Data), 4967-4976, 2019
12019
Toward Filament Segmentation Using Deep Neural Networks
A Ahmadzadeh, SS Mahajan, DJ Kempton, RA Angryk, S Ji
2019 IEEE International Conference on Big Data (Big Data), 2019
12019
Segmented Dynamic Time Warping: A Comparative and Applicational Study
R Ma, A Ahmadzadeh, SF Boubrahimi, RA Angryk
Emerging Technologies and Applications in Data Processing and Management, 1-19, 2019
12019
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures
A Ahmadzadeh, DJ Kempton, Y Chen, RA Angryk
arXiv preprint arXiv:2105.14572, 2021
2021
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting
Y Chen, DJ Kempton, A Ahmadzadeh, RA Angryk
arXiv preprint arXiv:2105.07532, 2021
2021
Data Benchmarking for Solar Flare, CME and SEP Event Forecasting: Different Prediction and Verification Needs, Unified
MK Georgoulis, P Martens, B Aydin, A Ahmadzadeh, DJ Kempton, ...
43rd COSPAR Scientific Assembly. Held 28 January-4 February 43, 2357, 2021
2021
Machine Learning of Scientific Events: Classification, Detection, and Verification
A Ahmadzadeh
2021
Solar Line-of-Sight Magnetograms Super-Resolution Using Deep Neural Networks
MS Habeeb, B Aydin, A Ahmadzadeh, M Georgoulis, RA Angryk
2020 IEEE International Conference on Big Data (Big Data), 4586-4593, 2020
2020
On The Effectiveness of Imaging of Time Series for Flare Forecasting Problem
Y Chen, A Ji, PA Babajiyavar, A Ahmadzadeh, RA Angryk
2020 IEEE International Conference on Big Data (Big Data), 4184-4191, 2020
2020
Deep Neural Network-based Active Region Magnetogram Patch Super Resolution
MS Habeeb, B Aydin, A Ahmadzadeh, M Georgoulis, RA Angryk
2020 IEEE International Conference on Big Data (Big Data), 4200-4207, 2020
2020
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