Air quality prediction-based big data analytics using hebbian concordance and attention-based long short-term memory

Abstract With the instantaneous economic development, air quality keeps on dwindling. Some key factors for the emergence and evolution of air pollution are high-intensity pollution emissions and adverse weather circumstances. In air pollutants, Particulate Matter (PM) possessing less than 2.5Mu is c...

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Bibliografische Detailangaben

Hauptverfasser:	Sathishkumar Sekar, Zhang Wei
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Nature Portfolio 2025-08-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Statistical normalization Generalised hebbian Spatio temporal Concordance correlation Attention mechanism Long short-term memory
Online-Zugang:	https://doi.org/10.1038/s41598-025-09508-8
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