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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982708/
https://www.ncbi.nlm.nih.gov/pubmed/31905686
http://dx.doi.org/10.3390/s20010182

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982708/
https://www.ncbi.nlm.nih.gov/pubmed/31905686
http://dx.doi.org/10.3390/s20010182

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