Prediction of air pollutants for air quality using deep learning methods in a metropolitan city

Deep Air Quality Forecasting Using Hybrid Deep Learning Framework

Shengdong Du, Tianrui Li, Yan Yang et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 470 citations

Computing, Data Science, Atmospheric Science +16

Multivariate time series forecasting via attention-based encoder–decoder framework

Shengdong Du, Yan Yang, Shi‐Jinn Horng · Neurocomputing · 2020 · 436 citations

Computing, Data Science, Forecasting +13

A deep learning approach for prediction of air quality index in a metropolitan city

R. Janarthanan, Pachaivannan Partheeban, K. Somasundaram et al. · Sustainable Cities and Society · 2021 · 224 citations

Public Health, Environmental Sciences, Meteorology +16

Machine learning for pore-water pressure time-series prediction: Application of recurrent neural networks

Xin Wei, Lulu Zhang, Lulu Zhang et al. · Geoscience Frontiers · 2020 · 213 citations · Full text

Computing, Earth Sciences, Hydrology +16

A new method for prediction of air pollution based on intelligent computation

Samaher Al-Janabi, Mustafa Mohammad, Ali Yakoob Al-Sultan · Soft Computing · 2019 · 194 citations

Public Health, Computer Science, Environmental Engineering +15