Volgen
Azim Ahmadzadeh
Azim Ahmadzadeh
Assistant Professor, Department of Computer Science, University of Missouri-St. Louis
Geverifieerd e-mailadres voor umsl.edu - Homepage
Titel
Geciteerd door
Geciteerd door
Jaar
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), 227, 2020
952020
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
402021
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
252019
Towards synthetic multivariate time series generation for flare forecasting
Y Chen, DJ Kempton, A Ahmadzadeh, RA Angryk
Artificial Intelligence and Soft Computing: 20th International Conference …, 2021
152021
Mvts-data toolkit: A python package for preprocessing multivariate time series data
A Ahmadzadeh, K Sinha, B Aydin, RA Angryk
SoftwareX 12, 100518, 2020
132020
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
122018
Multiscale iou: A metric for evaluation of salient object detection with fine structures
A Ahmadzadeh, DJ Kempton, Y Chen, RA Angryk
2021 IEEE International Conference on Image Processing (ICIP), 684-688, 2021
112021
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
112019
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
102019
SWAN-SF
R Angryk, P Martens, B Aydin, D Kempton, S Mahajan, S Basodi, ...
Harvard Dataverse, 2020
92020
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
82020
CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting
Y Chen, DJ Kempton, A Ahmadzadeh, J Wen, A Ji, RA Angryk
Neural Computing and Applications 34 (16), 13339-13353, 2022
62022
A scalable segmented dynamic time warping for time series classification
R Ma, A Ahmadzadeh, SF Boubrahimi, RA Angryk
Artificial Intelligence and Soft Computing: 18th International Conference …, 2019
62019
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
62017
Multivariate time series dataset for space weather data analytics. Sci Data
RA Angryk, PC Martens, B Aydin, D Kempton, SS Mahajan, S Basodi, ...
52020
Feature selection on a flare forecasting testbed: a comparative study of 24 methods
A Yeolekar, S Patel, S Talla, KR Puthucode, A Ahmadzadeh, VM Sadykov, ...
2021 International Conference on Data Mining Workshops (ICDMW), 1067-1076, 2021
42021
Measuring Class-Imbalance Sensitivity of Deterministic Performance Evaluation Metrics
A Ahmadzadeh, RA Angryk
2022 IEEE International Conference on Image Processing (ICIP), 51-55, 2022
32022
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
32019
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
32019
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
32019
Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.
Artikelen 1–20