P, Renuka, et al. “Identifying Anomalies in Air Quality Prediction Using Machine Learning and Transformer-Based Techniques”. International Journal of Artificial Intelligence and Machine Learning, vol. 6, no. 12s, Sept. 2026, pp. 1148-60, doi:10.51483/IJAIML.6.12s.2026.1148-1160.