Qianxia Ma

Interpretable Causal Structure Learning for Multivariate Air Quality Forecasting: An Integrated Evolutionary-Cognitive Approach

Accurate Air Quality Index (AQI) forecasting is essential for public health protection and sustainable urban planning. Existing data-driven forecasting models often provide limited interpretability of pollutant interactions, while conventional Fuzzy Cognitive Map (FCM) learning a...