Gelato: a new hybrid deep learning-based Informer model for multivariate air pollution prediction
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Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s11356-024-33190-4.pdf
Reference29 articles.
1. Al-qaness MAA, Dahou A, Ewees AA, Abualigah L, Huai J, Abd Elaziz M, Helmi AM (2023) ResInformer: residual transformer-based artificial time-series forecasting model for PM2.5 concentration in three major Chinese cities. Mathematics. https://doi.org/10.3390/math11020476
2. Cai K, Zhang X, Zhang M, Ge Q, Li S, Qiao B, Liu Y (2023) Improving air pollutant prediction in Henan Province, China, by enhancing the concentration prediction accuracy using autocorrelation errors and an Informer deep learning model. Sustain Environ Res 33:13. https://doi.org/10.1186/s42834-023-00175-w
3. Chang Q, Zhang H, Zhao Y (2020) Ambient air pollution and daily hospital admissions for respiratory system–related diseases in a heavy polluted city in Northeast China. Environ Sci Pollut Res 27:10055–10064. https://doi.org/10.1007/s11356-020-07678-8
4. Chen Z, Cui L, Cui X, Li X, Yu K, Yue K, Dai Z, Zhou J, Jia G, Zhang J (2019) The association between high ambient air pollution exposure and respiratory health of young children: a cross sectional study in Jinan, China. Sci Total Environ 656:740–749. https://doi.org/10.1016/j.scitotenv.2018.11.368
5. Chen T, Guestrin C (2016): XGBoost: a scalable tree boosting system, pp. arXiv:1603.02754 . https://doi.org/10.48550/arXiv.1603.02754
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