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Anli Ji
Anli Ji
Geverifieerd e-mailadres voor student.gsu.edu
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Review of solar energetic particle prediction models
K Whitman, R Egeland, IG Richardson, C Allison, P Quinn, J Barzilla, ...
Advances in Space Research 72 (12), 5161-5242, 2023
432023
All-clear flare prediction using interval-based time series classifiers
A Ji, B Aydin, MK Georgoulis, R Angryk
2020 IEEE International Conference on Big Data (Big Data), 4218-4225, 2020
212020
Towards coupling full-disk and active region-based flare prediction for operational space weather forecasting
C Pandey, A Ji, RA Angryk, MK Georgoulis, B Aydin
Frontiers in Astronomy and Space Sciences 9, 897301, 2022
142022
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
72022
Beyond traditional flare forecasting: A data-driven labeling approach for high-fidelity predictions
J Hong, A Ji, C Pandey, B Aydin
International Conference on Big Data Analytics and Knowledge Discovery, 380-385, 2023
62023
A systematic magnetic polarity inversion line data set from SDO/HMI magnetograms
A Ji, X Cai, N Khasayeva, MK Georgoulis, PC Martens, RA Angryk, ...
The Astrophysical Journal Supplement Series 265 (1), 28, 2023
62023
A framework for local outlier detection from spatio-temporal trajectory datasets
X Cai, B Aydin, A Ji, R Angryk
2020 25th International Conference on Pattern Recognition (ICPR), 5682-5689, 2021
62021
A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems
A Ji, A Arya, D Kempton, R Angryk, MK Georgoulis, B Aydin
2021 IEEE International Conference on Cognitive Machine Intelligence (COGMI), 0
6*
Solar flare forecasting with deep learning-based time series classifiers
A Ji, J Wen, R Angryk, B Aydin
2022 26th International Conference on Pattern Recognition (ICPR), 2907-2913, 2022
52022
A framework for detecting polarity inversion lines from longitudinal magnetograms
X Cai, B Aydin, A Ji, MK Georgoulis, R Angryk
2020 IEEE International Conference on Big Data (Big Data), 4175-4183, 2020
32020
Local outlier detection for multi-type spatio-temporal trajectories
X Cai, B Aydin, S Maydeo, A Ji, R Angryk
2020 IEEE International Conference on Big Data (Big Data), 4509-4518, 2020
32020
Exploring deep learning for full-disk solar flare prediction with empirical insights from guided grad-cam explanations
C Pandey, A Ji, T Nandakumar, RA Angryk, B Aydin
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
22023
Exploring heuristics in full-disk aggregation from individual active region prediction of solar flares
C Pandey, B Aydin, A Ji, RA Angryk, MK Georgoulis
44th COSPAR Scientific Assembly. Held 16-24 July 44, 3457, 2022
22022
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
22020
Active region-based flare forecasting with sliding window multivariate time series forest classifiers
A Ji, B Aydin
2023 IEEE 5th International Conference on Cognitive Machine Intelligence …, 2023
12023
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks
C Pandey, A Ji, RA Angryk, B Aydin
2023 IEEE Sixth International Conference on Artificial Intelligence and …, 2023
12023
Flare to CME Association Integration
A Ji, B Aydin
Harvard Dataverse, 2022
12022
Training and Deployment of Predictive Models for Space Weather Forecasting: An Application on Full-disk and Active Region-based Flare Prediction
C Pandey, A Ji, R Angryk, B Aydin
AGU Fall Meeting Abstracts 2021, SH55A-1825, 2021
12021
An Innovative Solar Flare Metadata Collection for Space Weather Analytics
J Hong, C Pandey, A Ji, B Aydin
2023 International Conference on Machine Learning and Applications (ICMLA …, 2023
2023
Interpretable Solar Flare Prediction with Sliding Window Multivariate Time Series Forests
A Ji, B Aydin
2023 IEEE International Conference on Big Data (BigData), 1519-1524, 2023
2023
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Artikelen 1–20