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Short-term air quality prediction based on EMD-transformer-BiLSTM

Abstract Actual acquired air quality time series data are highly volatile and nonstationary, and accurately predicting nonlinear time series data containing complex noise is an ongoing challenge. This paper proposes an air quality prediction method based on empirical mode decomposition (EMD), a tran...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Jie Dong, Yaoli Zhang, Jiang Hu
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2024-09-01
Rangatū:Scientific Reports
Ngā marau:
Urunga tuihono:https://doi.org/10.1038/s41598-024-67626-1
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