APD-ML: Air Pollution Detection Using Machine Learning Algorithms

AS Sofia, K Sowmiya, K Soundarya… - … Conference on Vision …, 2023 - ieeexplore.ieee.org
To analyze the air quality of any country, a machine learning technique is being developed
and an air quality indicator is proposed for a particular area. Air Quality Index is considered …

Forecasting Air Quality Pollutants using Ensemble Learning Models

RD EM, R Shanthakumari, R Rajadevi… - … on Vision Towards …, 2023 - ieeexplore.ieee.org
An efficient air quality management system must include ambient air monitoring. It assists
administrative bodies in examining the current state and trends of air quality, determining …

Prediction of Air Quality Index (AQI) using Neural Approach

MP Singh, DK Chaturvedi - 2023 - researchsquare.com
Air pollution has become a serious environmental issue. It is responsible for hundreds of
fatalities each year and it poses a serious threat to human health and environment. It leads …

[PDF][PDF] REAL TIME AIR QUALITY SURVEILLANCE & FORECASTING SYSTEM (RTAQSFS) IN PUNE CITY USING MACHINE LEARNING-BASED PREDICTIVE …

TS Dhope, A Shaikh, D Simunic, PP Patil… - Proceedings on …, 2024 - researchgate.net
Increasing urbanisation and industrialisation produce major environmental challenges such
as air pollution, which endangers human, animal, and vegetation life. Reliable …

[PDF][PDF] Probable nexus between Methane and air pollution in Bangladesh using machine learning and geographically weighted regression modeling

S Hassan, MAH Bhuiyan - Journal of Hyperspectral Remote …, 2021 - periodicos.ufpe.br
This paper investigates the probable nexus between methane (CH4) and air pollutants, a
public health hazard in Bangladesh. The hypothesis considers that the concentration of CH4 …

Air Pollution Monitoring & Prediction System for Ahmedabad Region using IOT and ML

I Talati, R Shanmugam, K Shah… - 2023 14th …, 2023 - ieeexplore.ieee.org
Humanity would not be able to survive without air. Daily industrial, transportation, and
domestic activities churn up dangerous toxins in our environment. Monitoring and predicting …

Prediction of air quality index using supervised machine learning

VSNM Murukonda, AC Gogineni - 2022 - diva-portal.org
Background: Air pollution has become a serious environmental issue. It is responsible for
hundreds of fatalities each year and it poses a serious threat to human health and …

Machine Learning on Dynamic Graphs: A Survey on Applications

SH Fard - 2023 IEEE Ninth Multimedia Big Data (BigMM), 2023 - ieeexplore.ieee.org
Dynamic graph learning has gained significant attention as it offers a powerful means to
model intricate interactions among entities across various real-world and scientific domains …

[PDF][PDF] Airstacknet: A Stacking Ensemble-Based Approach for Air Quality Prediction.

A Ksibi, A Salhi, AS Alluhaidan… - Computers, Materials & …, 2023 - academia.edu
The quality of the air we breathe during the courses of our daily lives has a significant impact
on our health and well-being as individuals. Unfortunately, personal air quality …

Forecasting the impact of meteorological parameters on air pollutants in Andhra Pradesh using machine learning techniques

K Teja, RA Mozumder, N Laskar - Environmental Quality …, 2023 - Wiley Online Library
In the 21st century, air pollution has emerged as a significant problem all over the globe due
to a variety of activities carried out by humans, such as the acceleration of industrialization …