[HTML][HTML] IoT based smart framework to predict air quality in congested traffic areas using SV-CNN ensemble and KNN imputation model

K Alnowaiser, AA Alarfaj, EA Alabdulqader… - Computers and …, 2024 - Elsevier
Addressing air pollution presents a significant environmental challenge in the context of
smart city environments. Real-time monitoring of pollution data empowers local authorities to …

Applications of machine learning and IoT for Outdoor Air Pollution Monitoring and Prediction: A Systematic Literature Review

I Gryech, C Assad, M Ghogho, A Kobbane - arXiv preprint arXiv …, 2024 - arxiv.org
According to the World Health Organization (WHO), air pollution kills seven million people
every year. Outdoor air pollution is a major environmental health problem affecting low …

An application of iot and machine learning to air pollution monitoring in smart cities

I ul Samee, MT Jilani… - 2019 4th International …, 2019 - ieeexplore.ieee.org
Exhale and breathe with polluted air causes serious health implications. The effect of air
pollution can be minimized by continuous monitoring and track a record of it. Also, timely …

Deep learning based multimodal urban air quality prediction and traffic analytics

S Hameed, A Islam, K Ahmad, SB Belhaouari… - Scientific Reports, 2023 - nature.com
Urban activities, particularly vehicle traffic, are contributing significantly to environmental
pollution with detrimental effects on public health. The ability to anticipate air quality in …

Comparative Analysis of Time Series and Machine Learning Models for Air Quality Prediction Utilizing IoT Data

G Vonitsanos, T Panagiotakopoulos… - … Conference on Artificial …, 2024 - Springer
Air pollution has been shown to have serious negative effects on people's health, the
environment, and the economy. It is becoming more and more crucial to model, predict, and …

Internet of things (Iot) based indoor air quality sensing and predictive analytic—A COVID-19 perspective

R Mumtaz, SMH Zaidi, MZ Shakir, U Shafi, MM Malik… - Electronics, 2021 - mdpi.com
Indoor air quality typically encompasses the ambient conditions inside buildings and public
facilities that may affect both the mental and respiratory health of an individual. Until the …

Internet of things enabled ml for air quality assessment: Systematic review

SV Manikandan, Y Abilash, SH Prasanth… - … and Control Systems …, 2023 - ieeexplore.ieee.org
A severe and pervasive environmental problem that affects the entire planet is Air Pollution
(AP). Numerous researchers have focused on these issues while keeping human health in …

Air quality monitoring with IoT and prediction model using data analytics

J Srishtishree, S Mohana Kumar, C Shetty - Innovations in Computer …, 2020 - Springer
In India, with the advancing urbanization and rapid developments in the transportation has
led to a serious concern called Air Pollution. It is becoming an Invisible Killer. Air pollution …

Air quality prediction and monitoring using machine learning algorithm based iot sensor-a researcher's perspective

G Kalaivani, P Mayilvahanan - 2021 6th International …, 2021 - ieeexplore.ieee.org
Air Pollution (AP) is one of the serious and major environmental problem worldwide. Many
researchers have drawn attention and have focused about these problems keeping in mind …

A novel IoT-integrated ensemble learning approach for indoor air quality enhancement

S Kareem Abed Alzabali, M Bastam, E Ataie - The Journal of …, 2024 - Springer
In indoor environments, air quality significantly impacts human health and well-being, with
carbon monoxide (CO) posing a particular hazard due to its colorless and odorless nature …