Harna M. Bodele

Improving AQI Prediction and Optimization Using Graph Convolutional Networks and Transformer Models with Spatial Embedding Operations

2025 · Journal of Information Systems Engineering & Management

State-of-the-art models do not quite capture complex spatial-temporal dependencies driving variations in the AQI across different urban zones, particularly in areas characterized by heavy traffic and industrial emissions. Accurate and timely prediction of the AQI …