Monitoring air quality index with EWMA and individual charts using XGBoost and SVR residuals

PM2.5 air pollution poses significant health risks, particularly in urban areas such as Jakarta, where concentrations frequently surpass acceptable levels due to rapid urbanization. This study addresses autocorrelation in air quality data and evaluates the monitoring performance of XGBoost and Suppo...

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Bibliographic Details

Published in:	MethodsX
Main Authors:	Zulfani Alfasanah, M. Zaim Husnun Niam, Sri Wardiani, Muhammad Ahsan, Muhammad Hisyam Lee
Format:	Article
Language:	English
Published:	Elsevier 2025-06-01
Subjects:	EWMA, Individuals Chart, XGBoost, SVR
Online Access:	http://www.sciencedirect.com/science/article/pii/S2215016124005582