Anli Ji

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Multivariate Time Series

Weather Forecast

Outlier Detection

Top Venues

Publications

Anli Ji, Berkay Aydin
Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers. CoRR (2024)
Anli Ji, Chetraj Pandey, Berkay Aydin
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF. DaWaK (2024)
Anli Ji, Berkay Aydin
Active Region-Based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers. CogMI (2023)
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks. AIKE (2023)
Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin
Beyond Traditional Flare Forecasting: A Data-driven Labeling Approach for High-fidelity Predictions. DaWaK (2023)
Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations. DSAA (2023)
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks. CoRR (2023)
Jinsu Hong, Chetraj Pandey, Anli Ji, Berkay Aydin
An Innovative Solar Flare Metadata Collection for Space Weather Analytics. ICMLA (2023)
Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations. CoRR (2023)
Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin
Enhancing Solar Flare Prediction with Innovative Data-Driven Labels. CogMI (2023)
Anli Ji, Berkay Aydin
Interpretable Solar Flare Prediction with Sliding Window Multivariate Time Series Forests. BigData (2023)
Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Junzhi Wen, Anli Ji, Rafal A. Angryk
CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting. Neural Comput. Appl. 34 (16) (2022)
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting. CoRR (2022)
Anli Ji, Junzhi Wen, Rafal A. Angryk, Berkay Aydin
Solar Flare Forecasting with Deep Learning-based Time Series Classifiers. ICPR (2022)
Anli Ji, Akhil Arya, Dustin Kempton, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems. CogMI (2021)
Anli Ji, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
All-Clear Flare Prediction Using Interval-based Time Series Classifiers. CoRR (2021)
Anli Ji, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
All-Clear Flare Prediction Using Interval-based Time Series Classifiers. IEEE BigData (2020)
Xumin Cai, Berkay Aydin, Saurabh Maydeo, Anli Ji, Rafal A. Angryk
Local Outlier Detection for Multi-type Spatio-temporal Trajectories. IEEE BigData (2020)
Xumin Cai, Berkay Aydin, Anli Ji, Rafal A. Angryk
A Framework for Local Outlier Detection from Spatio-Temporal Trajectory Datasets. ICPR (2020)
Xumin Cai, Berkay Aydin, Anli Ji, Manolis K. Georgoulis, Rafal A. Angryk
A Framework for Detecting Polarity Inversion Lines from Longitudinal Magnetograms. IEEE BigData (2020)
Yang Chen, Anli Ji, Pavan Ajit Babajiyavar, Azim Ahmadzadeh, Rafal A. Angryk
On The Effectiveness of Imaging of Time Series for Flare Forecasting Problem. IEEE BigData (2020)