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Future Access Enablers for Ubiquitous and Intelligent Infrastructures. 4th EAI International Conference, FABULOUS 2019, Sofia, Bulgaria, March 28-29, 2019, Proceedings

Research Article

Data Analytics for Home Air Quality Monitoring

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  • @INPROCEEDINGS{10.1007/978-3-030-23976-3_8,
        author={Petya Mihaylova and Agata Manolova and Petia Georgieva},
        title={Data Analytics for Home Air Quality Monitoring},
        proceedings={Future Access Enablers for Ubiquitous and Intelligent Infrastructures. 4th EAI International Conference, FABULOUS 2019, Sofia, Bulgaria, March 28-29, 2019, Proceedings},
        proceedings_a={FABULOUS},
        year={2019},
        month={9},
        keywords={Indoor air quality Data analytics Neural network Deep Autoencoder Neural Network},
        doi={10.1007/978-3-030-23976-3_8}
    }
    
  • Petya Mihaylova
    Agata Manolova
    Petia Georgieva
    Year: 2019
    Data Analytics for Home Air Quality Monitoring
    FABULOUS
    Springer
    DOI: 10.1007/978-3-030-23976-3_8
Petya Mihaylova1, Agata Manolova1,*, Petia Georgieva2
  • 1: Technical University of Sofia
  • 2: University of Aveiro
*Contact email: amanolova@tu-sofia.bg

Abstract

Modern air quality monitoring systems are characterised by high complexity and costs. The expensive embedded units such as sensor arrays, processors, power blocks, displays and communication units make them less appropriate for small indoor spaces.

Keywords
Indoor air quality Data analytics Neural network Deep Autoencoder Neural Network
Published
2019-09-17
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-030-23976-3_8
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