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A water quality prediction model based on variational mode decomposition and the least squares support vector machine optimized by the sparrow search algorithm (VMD-SSA-LSSVM) of the Yangtze River, China

Chenguang Song, Leihua Yao, Chengya Hua, Qihang Ni

2021Environmental Monitoring and Assessment87 citationsDOI

Topics & Concepts

Support vector machineLeast squares support vector machineWater qualityAutoregressive integrated moving averageArtificial neural networkAlgorithmBenchmark (surveying)Computer scienceTime seriesArtificial intelligenceMachine learningEcologyGeodesyBiologyGeographyHydrological Forecasting Using AIWater Quality Monitoring TechnologiesWater Quality and Pollution Assessment
A water quality prediction model based on variational mode decomposition and the least squares support vector machine optimized by the sparrow search algorithm (VMD-SSA-LSSVM) of the Yangtze River, China | Litcius