%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"