IEEE

Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation

Abstract: Multivariate time series forecasting (MTSF) endeavors to predict future observations given historical data, playing a crucial role in time series data management systems. With advancements ...
IEEE

Predicting Gestational Hypertension Risk in High-Density Cities: A Time-Weighted Heat-Humidity Exposure and Built Environment Analysis Using XGBoost in Shanghai

Abstract: The synergistic mechanisms of hot-humid climate and the built environment (BE) on Hypertensive Disorders of Pregnancy (HDP) in high-density cities remain unclear. This study integrated ...