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Input-Adaptive Proxy for Black Carbon as a Virtual Sensor

Missing data has been a challenge in air quality measurement. In this study, we develop an input-adaptive proxy, which selects input variables of other air quality variables based on their correlation coefficients with the output variable. The proxy uses ordinary least squares regression model with...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Fung, Pak Lun, Zaidan, Martha A., Sillanpää, Salla, Kousa, Anu, Niemi, Jarkko V., Timonen, Hilkka, Kuula, Joel, Saukko, Erkka, Luoma, Krista, Petäjä, Tuukka, Tarkoma, Sasu, Kulmala, Markku, Hussein, Tareq
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6982708/
https://ncbi.nlm.nih.gov/pubmed/31905686
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20010182
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