Deep learning approach to forecast air pollution based on novel hourly index
G Narkhede, A Hiwale - Physica Scripta, 2023 - iopscience.iop.org
Air pollution is a pressing concern that the entire world is striving to combat. Among air
pollutants, particulate matter poses a significant threat to human health. The Sustainable …
pollutants, particulate matter poses a significant threat to human health. The Sustainable …
Novel MIA-LSTM Deep Learning Hybrid Model with Data Preprocessing for Forecasting of PM2.5
Day by day pollution in cities is increasing due to urbanization. One of the biggest
challenges posed by the rapid migration of inhabitants into cities is increased air pollution …
challenges posed by the rapid migration of inhabitants into cities is increased air pollution …
Machine Learning Models for daily AQI Prediction: An In-depth Analysis
G Narkhede, A Deore, B Kolte - 2024 First International …, 2024 - ieeexplore.ieee.org
The increase in pollutant concentrations in the atmosphere is one of the most important
environmental challenges that must be addressed. Researchers employed a range of …
environmental challenges that must be addressed. Researchers employed a range of …
Comparative Analysis of Prediction Models for Particulate Matter (PM2.5) Prediction
G Narkhede, AS Hiwale, M Pawar… - 2023 First International …, 2023 - ieeexplore.ieee.org
One of the key challenges with respect to the environment is the rise of concentration of
pollutants in air, which needs to be addressed. For the prediction of pollutants, researchers …
pollutants in air, which needs to be addressed. For the prediction of pollutants, researchers …