All-Clear Flare Prediction Using Interval-based Time Series Classifiers

All-Clear Flare Prediction Using Interval-based Time Series Classifiers

3 May 2021

Papers citing "All-Clear Flare Prediction Using Interval-based Time Series Classifiers"

10 / 10 papers shown

Title
VSFormer: Value and Shape-Aware Transformer with Prior-Enhanced Self-Attention for Multivariate Time Series Classification Wenjie Xi Rundong Zuo Alejandro Alvarez Jie Zhang Byron Choi Jessica Lin AI4TS 82 0 0 21 Dec 2024
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF Anli Ji Chetraj Pandey Berkay Aydin 22 0 0 06 Sep 2024
Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting Chetraj Pandey Anli Ji Jinsu Hong R. Angryk Berkay Aydin 31 0 0 21 Aug 2024
Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers Anli Ji Berkay Aydin 12 1 0 05 Feb 2024
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions Chetraj Pandey R. Angryk Berkay Aydin 14 3 0 25 Sep 2023
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks Chetraj Pandey Anli Ji R. Angryk Berkay Aydin 20 5 0 08 Sep 2023
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations Chetraj Pandey Anli Ji Trisha Nandakumar R. Angryk Berkay Aydin 27 6 0 30 Aug 2023
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting Chetraj Pandey R. Angryk M. Georgoulis Berkay Aydin 17 6 0 04 Aug 2023
Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods Chetraj Pandey R. Angryk Berkay Aydin FAtt 19 10 0 29 Jul 2023
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting Chetraj Pandey Anli Ji R. Angryk M. Georgoulis Berkay Aydin 34 20 0 11 Aug 2022