[HTML][HTML] Artificial neural network an innovative approach in air pollutant prediction for environmental applications: A review

V Yadav, AK Yadav, V Singh, T Singh - Results in Engineering, 2024 - Elsevier
Air pollution in the environment is growing daily as a result of urbanization and population
growth, which causes numerous health issues. Information about air quality and …

Assessment of the dispersion of pollutants from automobile exhaust, taking into account relative humidity, pavement temperature, wind direction and speed, which …

A Issakhov, A Abylkassymova - … Communications in Heat and Mass Transfer, 2024 - Elsevier
This paper investigates the spread of pollutants in a residential area of Almaty city. To
implement the problem, special attention is paid to taking into account real weather …

[HTML][HTML] An outlier detection framework for Air Quality Index prediction using linear and ensemble models

PK Dongre, V Patel, U Bhoi, NN Maltare - Decision Analytics Journal, 2025 - Elsevier
Abstract The Air Quality Index (AQI) is a key indicator for assessing air quality and its
associated health impacts. Accurate AQI calculations are crucial for reliable air quality …

Autonomous vehicle pollution monitoring: An innovative solution for policy and environmental management

M Li, Y Tang, K Wu, H Cheng - Transportation Research Part D: Transport …, 2025 - Elsevier
Vehicle emissions create growing environmental problems that need creative monitoring
methods. This study introduces a real-time pollution monitoring system leveraging deep …

[PDF][PDF] Air quality prediction using stacked bi-long short-term memory and convolutional neural network in India

S Karkuzhali, T Puyalnithi, R Nirmalan - Archives of Environmental …, 2024 - journals.pan.pl
Air quality is a critical aspect of environmental health, and its assessment and prediction
serve as pivotal components in mitigating the adverse effects of air pollution. This study …

Air Quality Monitoring (AQM) and Prediction: Transitioning from Conventional to AI Techniques

A Awasthi, KC Pattnayak, PR Tiwari… - … Intelligence for Air …, 2024 - taylorfrancis.com
Deterioration of air is one of the important factors which is due to natural and anthropogenic
reasons, hence its accurate monitoring and prediction are important as it has a lot of …

[PDF][PDF] Decision Analytics Journal

PK Dongre, V Patel, U Bhoi, NN Maltare - researchgate.net
ABSTRACT The Air Quality Index (AQI) is a key indicator for assessing air quality and its
associated health impacts. Accurate AQI calculations are crucial for reliable air quality …