Dovzhenko, T., and K. Storchak. “Advantages of the End-to-End Hybrid AWRED Architecture in Terms of the Efficiency of Visual Anomaly Detection under Conditions of Training Data Deficiency Compared With the Classical CNN + One-Class SVM Ensemble”. Technology Audit and Production Reserves, vol. 3, no. 2(89), May 2026, pp. 53-59, doi:10.15587/2706-5448.2026.362237.