Junzhi Wen

According to our database, Junzhi Wen authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Time Series Decomposition Using Wavelet and Fourier Transforms for Enhanced Solar Flare Forecasting.

Victor Solomon, Junzhi Wen, Rafal A. Angryk, Manya Rampuria, Omkar Rayala, Abdul Afrid

Proceedings of the 38th International Florida Artificial Intelligence Research Society Conference, 2025

2024

Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction.

Junzhi Wen, Rafal A. Angryk

Proceedings of the Artificial Intelligence and Soft Computing, 2024

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

Solar Flare Forecasting with Deep Learning-based Time Series Classifiers.

Anli Ji, Junzhi Wen, Rafal A. Angryk, Berkay Aydin

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Improving Solar Flare Prediction by Time Series Outlier Detection.

Junzhi Wen, Md Reazul Islam, Azim Ahmadzadeh, Rafal A. Angryk

Proceedings of the Artificial Intelligence and Soft Computing, 2022