Urban Air Quality Classification Using Machine Learning Approach to Enhance Environmental Monitoring

GM Idroes, TR Noviandy, A Maulana… - Leuser Journal of …, 2023 - heca-analitika.com
Urban areas worldwide grapple with environmental challenges, notably air pollution. DKI
Jakarta, Indonesia's capital city, is emblematic of this struggle, where rapid urbanization …

Explainable based approach for the air quality classification on the granular computing rule extraction technique

I Jairi, S Ben-Othman, L Canivet… - Engineering Applications of …, 2024 - Elsevier
Air pollution corresponds to one of the considerable challenges and disastrous sides of the
environment that causes severe damage to all its biodiversity, including humans. As a result …

[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 …

Development of Buffer Zone into Living Lab-Garuda Smart City Framework: Systematic Review

G Emmanuel, SH Supangkat, FL Gaol… - … Conference on ICT for …, 2023 - ieeexplore.ieee.org
The phenomenon of urbanization in Indonesia is inevitable. The new residential and
economic centers in suburban areas is also a problem in city development. The gradual …

A Reliable Jumping-based Classification Methodology For Environment Sector

S Etemadi, M Khashei, AZ Hamadani, A Kerdegari - Heliyon, 2024 - cell.com
Decision-makers have consistently developed a range of classification models, each
possessing unique features within the domain of intelligent models. These endeavors are all …

Enhancing air quality classification using a novel discrete learning-based multilayer perceptron model (DMLP)

M Ahmadi, M Khashei, N Bakhtiarvand - International Journal of …, 2024 - Springer
Effective utilization of data analysis techniques is paramount in addressing the complex
challenges presented by environmental issues. These methodologies empower researchers …

[PDF][PDF] Comparative analysis of machine learning for predicting air quality in smart cities

K Maaloul, L Brahim - WSEAS Trandaction on Computers, 2022 - researchgate.net
Ambient air pollution is the most harmful environmental risk to health. As urban air quality
improves, health costs from air pollution-related diseases diminish. This is why air pollution …

MODELOWANIE PREDYKCYJNE OPÓŹNIEŃ LOTÓW Z WYKORZYSTANIEM DRZEW DECYZYJNYCH

J Manerowski, K Cur, P Gołda… - Aviation and Security …, 2023 - journal.law.mil.pl
Nowadays, although technology has developed on an unimaginable scale, there are still
factors that can disrupt the safe and smooth functioning of many areas of daily life. One such …

[PDF][PDF] Predictive modeling of flight delays using decission tree

J Manerowski, K Cur, P Gołda… - Aviation and Security …, 2023 - bibliotekanauki.pl
Nowadays, although technology has developed on an unimaginable scale, there are still
factors that can disrupt the safe and smooth functioning of many areas of daily life. One such …