Design, development, and evaluation of ML-IoT enabled environment quality monitoring system

With the worsening environment quality credited to rapid urbanization and industrialization, ensuring optimal indoor air quality is a critical challenge with far-reaching implications for public health, environmental sustainability, and overall wellbeing. Despite its importance, real-time air qualit...

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Autores principales:	Tanzila, Sundus Ali, Muhammad Imran Aslam, Irfan Ahmed, Muhammad Shoaib Ayub, Syeda Kashaf Kulsoom, Maria Hussain, Mahnoor Asif, Insoo Koo
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Frontiers Media S.A. 2026-07-01
Colección:	Frontiers in Environmental Science
Materias:	air quality Bi-LSTM environment quality internet of things machine learning random forest
Acceso en línea:	https://www.frontiersin.org/articles/10.3389/fenvs.2026.1822757/full
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