Prediction of flood risk levels of urban flooded points though using machine learning with unbalanced data
Hongfa Wang, Yu Meng, Hongshi Xu, Huiliang Wang, Xinjian Guan, Yuan Liu, Meng Liu, Zening Wu
Topics & Concepts
ResamplingFlood mythComputer scienceEstimatorEntropy (arrow of time)Flooding (psychology)Data miningk-nearest neighbors algorithmRandom forestSampling (signal processing)Artificial intelligenceMachine learningStatisticsMathematicsGeographyQuantum mechanicsFilter (signal processing)PhysicsArchaeologyPsychologyComputer visionPsychotherapistFlood Risk Assessment and ManagementHydrological Forecasting Using AIUrban Stormwater Management Solutions