Chetraj Pandey

According to our database, Chetraj Pandey authored at least 14 papers between 2021 and 2024.

Collaborative distances:

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

2024

Advancing Solar Flare Prediction Using Deep Learning with Active Region Patches.

Chetraj Pandey, Temitope Adeyeha, Jinsu Hong, Rafal A. Angryk, Berkay Aydin

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting.

Chetraj Pandey, Anli Ji, Jinsu Hong, Rafal A. Angryk, Berkay Aydin

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF.

Anli Ji, Chetraj Pandey, Berkay Aydin

Proceedings of the Big Data Analytics and Knowledge Discovery, 2024

2023

Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods.

Chetraj Pandey, Rafal A. Angryk, Berkay Aydin

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions.

Chetraj Pandey, Rafal A. Angryk, Berkay Aydin

Proceedings of the International Conference on Machine Learning and Applications, 2023

An Innovative Solar Flare Metadata Collection for Space Weather Analytics.

Jinsu Hong, Chetraj Pandey, Anli Ji, Berkay Aydin

Proceedings of the International Conference on Machine Learning and Applications, 2023

Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations.

Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting.

Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin

Proceedings of the Discovery Science - 26th International Conference, 2023

Beyond Traditional Flare Forecasting: A Data-driven Labeling Approach for High-fidelity Predictions.

Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin

Proceedings of the Big Data Analytics and Knowledge Discovery, 2023

Enhancing Solar Flare Prediction with Innovative Data-Driven Labels.

Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks.

Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin

Proceedings of the Sixth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2023

2022

Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting.

Chetraj Pandey, Anli Ji, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin

CoRR, 2022

2021

Deep Neural Networks Based Solar Flare Prediction Using Compressed Full-disk Line-of-sight Magnetograms.

Chetraj Pandey, Rafal A. Angryk, Berkay Aydin

Proceedings of the Information Management and Big Data, 2021

Solar Flare Forecasting with Deep Neural Networks using Compressed Full-disk HMI Magnetograms.

Chetraj Pandey, Rafal A. Angryk, Berkay Aydin

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021