A Comparative Evaluation of LSTM and Bidirectional LSTM Architectures for Nitrogen Oxide Forecasting in Air Quality Monitoring. Engineering Systems and Intelligent Technologies (ESIT), v. 3, n. 1, p. 1–12, 29 Jun.2026.