Search Results - subject:"Decomposition-ensemble-reconstruction framework"

Forecasting hourly PM2.5 concentrations based on decomposition-ensemble-reconstruction framework incorporating deep learning algorithms

Cai, Peilei; Zhang, Chengyuan; Chai, Jian - In: Data science and management : DSM 6 (2023) 1, pp. 46-54

Accurate predictions of hourly PM2.5 concentrations are crucial for preventing the harmful effects of air pollution. In this study, a new decomposition-ensemble framework incorporating the variational mode decomposition method (VMD), econometric forecasting method (autoregressive integrated...

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