Publications

Impacts of Data Preprocessing and Sampling Techniques on Solar Flare Prediction from Multivariate Time Series Data of Photospheric Magnetic Field Parameters

Identifying Flare-indicative Photospheric Magnetic Field Parameters from Multivariate Time-series Data of Solar Active Regions

Improving Solar Energetic Particle Event Prediction through Multivariate Time Series Data Augmentation

Transformer Model for Multivariate Time Series Classification: A Case Study of Solar Flare Prediction

Toward Enhanced Prediction of High-Impact Solar Energetic Particle Events Using Multimodal Time Series Data Fusion Models

Time-Series Feature Selection for Solar Flare Forecasting

The LGBTQ+ Minority Stress on Social Media (MiSSoM) Dataset: A Labeled Dataset for Natural Language Processing and Machine Learning

Spatiotemporal Data Augmentation of MODIS-Landsat Water Bodies Using Adversarial Networks

SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning

Reliable Time Series Counterfactual Explanations Guided by ShapeDBA