Air Quality Index Prediction in Realtime Using SVM based model in Machine Learning

R Sinharoy, S Sarkhel - International Journal of Innovative …, 2021 - ingentaconnect.com
The air quality index is an index to decide the situation of the air quality. The air quality index
is a measure of how air pollutants impact a persons' fitness within a time period. It is a …

Air Quality Prediction System using ML and DL Techniques

SV Vasantha, RU Mageswari… - 2022 IEEE North …, 2022 - ieeexplore.ieee.org
In this modern world, air pollution is one of the emerging global issues, and it is caused due
to release of harmful gases released by various factories, vehicles etc. It creates disturbance …

Primena neuralnih mreža u predikciji nivoa zagađenja vazduha

MŽ Marković, GB Marković… - 2022 30th …, 2022 - ieeexplore.ieee.org
Predikcija kvaliteta vazduha predstavlja veoma važnu istraživačku oblast zbog sve većeg
uticaja pogoršanja kvaliteta vazduha na zdravlje ljudi. U ovom radu je za potrebe predikcije …

An Exploratory Analysis of Delhi Air Quality Using Statistics and Machine Learning Models

A Chakravarty - … in Technology and Management for Social …, 2022 - ieeexplore.ieee.org
Air pollution is one of the most significant concerns of the present era, which has severe and
alarming effects on human health and the environment, thereby escalating the climate …

[PDF][PDF] Leveraging Big Data for PM2. 5 Prediction: A Case Study in Selangor, Malaysia

EX Neo, K Hasikin, KW Lai, MI Mokhtar… - AIJR …, 2022 - researchgate.net
Air pollution has become a serious issue and has continually increased since the half-
decade ago due to globalization. Activities such as urbanization, industrialization, power …

[PDF][PDF] Spatio-temporal modeling of air pollutant concentrations in Germany using machine learning

JC Vigneshkumar Balamurugan, A Wenzel… - egusphere.copernicus.org
Machine learning (ML) models are becoming a meaningful tool for modeling air pollutant
concentrations. ML models are capable of learning and modeling complex non-linear …

[PDF][PDF] Deep correlation learning for urban air quality

RL Andrews - 2021 - researchbank.ac.nz
Air pollution and air quality are undoubtedly a very high priority for governments,
organisations and people of all countries, with developing countries such as India, China …

Air Pollution Visualisation, Prediction, And Automated Air Purifier Control Using Machine Learning Algorithms

M Mayank - 2024 - esource.dbs.ie
Air pollutants cause severe health risks to humans if their quality deteriorates. The AQI
shows the Air pollution standard. This helps visualise the steep rise in AQI globally …

[PDF][PDF] Intelligent Systems with Applications

M Imam, S Adam, S Dev, N Nesa - researchgate.net
High levels of air pollutants pose significant health risks, increasing the chances of
respiratory infections, lung cancer, and heart complications, particularly for those already …

[PDF][PDF] Enhanced K-Means++ Using Probability Theory For Efficient Prediction Of Air Pollution.

C Shetty, S BJ - Webology, 2022 - webology.org
Increasing concentrations of air pollutants is a global concern as it is a major underlying
cause for other serious issues like premature deaths, global warming, increased …