With the acceleration of urbanization leading to a general decrease in air quality, accurate
PM2. 5 concentration prediction is of the utmost practical meaning for the control and …

Urban air pollution is a pressing global issue driven by factors such as swift urbanization,
population expansion, and heightened industrial activities. To address this challenge, the …

The next-generation cellular systems, including fifth-generation cellular systems (5G), are
empowered with the recent advances in artificial intelligence (AI) and other recent …

Air pollution is a major problem in the everyday life of citizens, especially air pollution in the
transport domain. Ships play a significant role in coastal air pollution, in conjunction with …

The concern about air pollution in urban areas has substantially increased worldwide. One
of its main components, particulate matter (PM) with aerodynamic diameter of≤ 2.5 µm …

High concentrations of particulate matter (PM) are frequently associated with serious health
problems, underlining the importance of accurate PM prediction. This study aimed to predict …

Exposure to air pollution will pose a serious threat to human health. Accurate air pollution
forecasting can help people to reduce exposure risks and promote environmental pollution …

Privacy-preserving machine learning (PPML) promises to train machine learning (ML)
models by combining data spread across multiple data silos. Theoretically, secure multiparty …

Severe air pollution problems continue to increase because of accelerated industrialization
and urbanization. Specifically, fine particulate matter (PM 2.5) causes respiratory and …

In today's world, there is a high demand for understanding and analyzing patterns in time
series data in order to make accurate forecasts and predictions. Multiple univariate time …