Performance Comparison of an LSTM-based Deep Learning Model versus Conventional Machine Learning Algorithms for Streamflow Forecasting
Maryam Rahimzad, Alireza Moghaddam Nia, Hesam Zolfonoon, Jaber Soltani, Ali Danandeh Mehr, Hyun‐Han Kwon
Topics & Concepts
StreamflowFlood forecastingComputer scienceMean squared errorMachine learningPerceptronArtificial intelligenceAlgorithmArtificial neural networkSeries (stratigraphy)Multilayer perceptronSupport vector machineTime seriesFlood mythStatisticsData miningMathematicsDrainage basinGeologyGeographyPaleontologyCartographyArchaeologyHydrological Forecasting Using AIHydrology and Watershed Management StudiesFlood Risk Assessment and Management