IEEE

Advanced Air Quality Forecasting Using an Enhanced Temporal Attention-Driven Graph Convolutional Long Short-Term Memory Model With Seasonal-Trend Decomposition

Abstract: This study presents the Improved Residual Spatial Attention-Temporal Convolutional Network (IRSA-TCN), an advanced framework for enhancing air quality forecasting across multiple pollutants.
IEEE

Human-Factors-in-Aviation-Loop: Multimodal Deep Learning for Pilot Situation Awareness Analysis Using Gaze Position and Flight Control Data

Abstract: Situation awareness (SA) is a crucial factor affecting flight safety for pilots, yet few studies have focused specifically on modeling SA for pilots, resulting in limited success. In this ...