%0 Journal Article %T Predictive Modelling of Water Levels in Lowland Rivers to Enhance the Safety of Transport Infrastructure %A Mukonina, M.I. %K transport infrastructure; emergencies; water level monitoring; intelligent simulation; decision support system; machine learning; water level predicting; AutoGluon; NeuralNetFastAI; WeightedEnsemble_L2; lowland rivers; risk management %J Transport automation research %D 2025 %N 11 %P 12 %I FSBEI HE "Emperor Alexander I St. Petersburg State Transport University"