ZHUCHKOV, K.; ZAVYALOV, A.; LOPATIN, A.; POCHIKEEV, D.; OVODKOVA, K.; VASILCHENKO, M. The use of machine learning for various predictive models of the occurrence of pipe defects. Insight - Civil Engineering, v. 7, n. 2, p. 646, 3 Dec. 2024.