APA (7th ed.) Citation

Śmiałkowski, T., & Czyżewski, A. (2025). Anomaly detection in urban lighting systems using autoencoder and transformer algorithms. Scientific reports, 15(1), 35972-13. https://doi.org/10.1038/s41598-025-19414-8

Chicago Style (17th ed.) Citation

Śmiałkowski, Tomasz, and Andrzej Czyżewski. "Anomaly Detection in Urban Lighting Systems Using Autoencoder and Transformer Algorithms." Scientific Reports 15, no. 1 (2025): 35972-13. https://doi.org/10.1038/s41598-025-19414-8.

MLA (9th ed.) Citation

Śmiałkowski, Tomasz, and Andrzej Czyżewski. "Anomaly Detection in Urban Lighting Systems Using Autoencoder and Transformer Algorithms." Scientific Reports, vol. 15, no. 1, 2025, pp. 35972-13, https://doi.org/10.1038/s41598-025-19414-8.