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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...
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 |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
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 |
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