---
_id: '4397'
author:
- first_name: Cezary
  full_name: Orlowski, Cezary
  last_name: Orlowski
- first_name: Grit
  full_name: Behrens, Grit
  id: '207629'
  last_name: Behrens
  orcid: 0009-0009-0247-8204
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0009-0247-8204/work/156454416
- first_name: Kostas
  full_name: Karatzas, Kostas
  last_name: Karatzas
citation:
  alphadin: '<span style="font-variant:small-caps;">Orlowski, Cezary</span> ; <span
    style="font-variant:small-caps;">Behrens, Grit</span> ; <span style="font-variant:small-caps;">Karatzas,
    Kostas</span>: Commonalities and Differences in ML-Pipelines for Air Quality Systems.
    In: <span style="font-variant:small-caps;">Wohlgemuth, V.</span> ; <span style="font-variant:small-caps;">Kranzlmüller,
    D.</span> ; <span style="font-variant:small-caps;">Höb, M.</span> (Hrsg.): <i>Advances
    and New Trends in Environmental Informatics 2023. Sustainable Digital Society</i>,
    <i>Progress in IS</i>. Cham : Springer Nature Switzerland, 2024, S. 21–37'
  ama: 'Orlowski C, Behrens G, Karatzas K. Commonalities and Differences in ML-Pipelines
    for Air Quality Systems. In: Wohlgemuth V, Kranzlmüller D, Höb M, eds. <i>Advances
    and New Trends in Environmental Informatics 2023. Sustainable Digital Society</i>.
    Progress in IS. Cham: Springer Nature Switzerland; 2024:21-37. doi:<a href="https://doi.org/10.1007/978-3-031-46902-2_2">10.1007/978-3-031-46902-2_2</a>'
  apa: 'Orlowski, C., Behrens, G., &#38; Karatzas, K. (2024). Commonalities and Differences
    in ML-Pipelines for Air Quality Systems. In V. Wohlgemuth, D. Kranzlmüller, &#38;
    M. Höb (Eds.), <i>Advances and New Trends in Environmental Informatics 2023. Sustainable
    Digital Society</i> (pp. 21–37). Cham: Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-46902-2_2">https://doi.org/10.1007/978-3-031-46902-2_2</a>'
  bibtex: '@inbook{Orlowski_Behrens_Karatzas_2024, place={Cham}, series={Progress
    in IS}, title={Commonalities and Differences in ML-Pipelines for Air Quality Systems},
    DOI={<a href="https://doi.org/10.1007/978-3-031-46902-2_2">10.1007/978-3-031-46902-2_2</a>},
    booktitle={Advances and New Trends in Environmental Informatics 2023. Sustainable
    Digital Society}, publisher={Springer Nature Switzerland}, author={Orlowski, Cezary
    and Behrens, Grit and Karatzas, Kostas}, editor={Wohlgemuth, Volker and Kranzlmüller,
    Dieter and Höb, MaximilianEditors}, year={2024}, pages={21–37}, collection={Progress
    in IS} }'
  chicago: 'Orlowski, Cezary, Grit Behrens, and Kostas Karatzas. “Commonalities and
    Differences in ML-Pipelines for Air Quality Systems.” In <i>Advances and New Trends
    in Environmental Informatics 2023. Sustainable Digital Society</i>, edited by
    Volker Wohlgemuth, Dieter Kranzlmüller, and Maximilian Höb, 21–37. Progress in
    IS. Cham: Springer Nature Switzerland, 2024. <a href="https://doi.org/10.1007/978-3-031-46902-2_2">https://doi.org/10.1007/978-3-031-46902-2_2</a>.'
  ieee: 'C. Orlowski, G. Behrens, and K. Karatzas, “Commonalities and Differences
    in ML-Pipelines for Air Quality Systems,” in <i>Advances and New Trends in Environmental
    Informatics 2023. Sustainable Digital Society</i>, V. Wohlgemuth, D. Kranzlmüller,
    and M. Höb, Eds. Cham: Springer Nature Switzerland, 2024, pp. 21–37.'
  mla: Orlowski, Cezary, et al. “Commonalities and Differences in ML-Pipelines for
    Air Quality Systems.” <i>Advances and New Trends in Environmental Informatics
    2023. Sustainable Digital Society</i>, edited by Volker Wohlgemuth et al., Springer
    Nature Switzerland, 2024, pp. 21–37, doi:<a href="https://doi.org/10.1007/978-3-031-46902-2_2">10.1007/978-3-031-46902-2_2</a>.
  short: 'C. Orlowski, G. Behrens, K. Karatzas, in: V. Wohlgemuth, D. Kranzlmüller,
    M. Höb (Eds.), Advances and New Trends in Environmental Informatics 2023. Sustainable
    Digital Society, Springer Nature Switzerland, Cham, 2024, pp. 21–37.'
date_created: 2024-03-18T17:55:57Z
date_updated: 2026-03-17T15:29:00Z
doi: 10.1007/978-3-031-46902-2_2
editor:
- first_name: Volker
  full_name: Wohlgemuth, Volker
  last_name: Wohlgemuth
- first_name: Dieter
  full_name: Kranzlmüller, Dieter
  last_name: Kranzlmüller
- first_name: Maximilian
  full_name: Höb, Maximilian
  last_name: Höb
language:
- iso: eng
page: 21-37
place: Cham
publication: Advances and New Trends in Environmental Informatics 2023. Sustainable
  Digital Society
publication_identifier:
  eisbn:
  - 978-3-031-46902-2
  eissn:
  - 2196-8713
  isbn:
  - 978-3-031-46901-5
  issn:
  - 2196-8705
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
series_title: Progress in IS
status: public
title: Commonalities and Differences in ML-Pipelines for Air Quality Systems
type: book_chapter
user_id: '237837'
year: '2024'
...
---
_id: '3562'
alternative_id:
- '3670'
author:
- first_name: Grit
  full_name: Behrens, Grit
  id: '207629'
  last_name: Behrens
  orcid: 0009-0009-0247-8204
- first_name: Johannes
  full_name: Weicht, Johannes
  last_name: Weicht
- first_name: Klaus
  full_name: Schlender, Klaus
  last_name: Schlender
- first_name: Florian
  full_name: Fehring, Florian
  last_name: Fehring
- first_name: Rouven
  full_name: Dreimann, Rouven
  last_name: Dreimann
- first_name: Michael
  full_name: Meese, Michael
  last_name: Meese
- first_name: Frank
  full_name: Hamelmann, Frank
  id: '208487'
  last_name: Hamelmann
  orcid: 0000-0001-6141-9874
- first_name: Christoph
  full_name: Thiel, Christoph
  last_name: Thiel
- first_name: Thorsten
  full_name: Försterling, Thorsten
  last_name: Försterling
- first_name: Marc
  full_name: Wübbenhorst, Marc
  last_name: Wübbenhorst
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Behrens,
    Grit</span> ; <span style="font-variant:small-caps;">Weicht, Johannes</span> ;
    <span style="font-variant:small-caps;">Schlender, Klaus</span> ; <span style="font-variant:small-caps;">Fehring,
    Florian</span> ; <span style="font-variant:small-caps;">Dreimann, Rouven</span>
    ; <span style="font-variant:small-caps;">Meese, Michael</span> ; <span style="font-variant:small-caps;">Hamelmann,
    Frank</span> ; <span style="font-variant:small-caps;">Thiel, Christoph</span>
    ; u. a.</span>: Smart Monitoring System of Air Quality and Wall Humidity Accompanying
    an Energy Efficient Renovation Process of Apartment Buildings. In: <span style="font-variant:small-caps;">Otjacques,
    B.</span> ; <span style="font-variant:small-caps;">Hitzelberger, P.</span> ; <span
    style="font-variant:small-caps;">Naumann, S.</span> ; <span style="font-variant:small-caps;">Wohlgemuth,
    V.</span> (Hrsg.): <i>From Science to Society</i>, <i>Progress in IS</i>. Cham :
    Springer International Publishing, 2018, S. 181–189'
  ama: 'Behrens G, Weicht J, Schlender K, et al. Smart Monitoring System of Air Quality
    and Wall Humidity Accompanying an Energy Efficient Renovation Process of Apartment
    Buildings. In: Otjacques B, Hitzelberger P, Naumann S, Wohlgemuth V, eds. <i>From
    Science to Society</i>. Progress in IS. Cham: Springer International Publishing;
    2018:181-189. doi:<a href="https://doi.org/10.1007/978-3-319-65687-8_16">10.1007/978-3-319-65687-8_16</a>'
  apa: 'Behrens, G., Weicht, J., Schlender, K., Fehring, F., Dreimann, R., Meese,
    M., … Wübbenhorst, M. (2018). Smart Monitoring System of Air Quality and Wall
    Humidity Accompanying an Energy Efficient Renovation Process of Apartment Buildings.
    In B. Otjacques, P. Hitzelberger, S. Naumann, &#38; V. Wohlgemuth (Eds.), <i>From
    Science to Society</i> (pp. 181–189). Cham: Springer International Publishing.
    <a href="https://doi.org/10.1007/978-3-319-65687-8_16">https://doi.org/10.1007/978-3-319-65687-8_16</a>'
  bibtex: '@inbook{Behrens_Weicht_Schlender_Fehring_Dreimann_Meese_Hamelmann_Thiel_Försterling_Wübbenhorst_2018,
    place={Cham}, series={Progress in IS}, title={Smart Monitoring System of Air Quality
    and Wall Humidity Accompanying an Energy Efficient Renovation Process of Apartment
    Buildings}, DOI={<a href="https://doi.org/10.1007/978-3-319-65687-8_16">10.1007/978-3-319-65687-8_16</a>},
    booktitle={From Science to Society}, publisher={Springer International Publishing},
    author={Behrens, Grit and Weicht, Johannes and Schlender, Klaus and Fehring, Florian
    and Dreimann, Rouven and Meese, Michael and Hamelmann, Frank and Thiel, Christoph
    and Försterling, Thorsten and Wübbenhorst, Marc}, editor={Otjacques, Benoît and
    Hitzelberger, Patrik and Naumann, Stefan and Wohlgemuth, VolkerEditors}, year={2018},
    pages={181–189}, collection={Progress in IS} }'
  chicago: 'Behrens, Grit, Johannes Weicht, Klaus Schlender, Florian Fehring, Rouven
    Dreimann, Michael Meese, Frank Hamelmann, Christoph Thiel, Thorsten Försterling,
    and Marc Wübbenhorst. “Smart Monitoring System of Air Quality and Wall Humidity
    Accompanying an Energy Efficient Renovation Process of Apartment Buildings.” In
    <i>From Science to Society</i>, edited by Benoît Otjacques, Patrik Hitzelberger,
    Stefan Naumann, and Volker Wohlgemuth, 181–89. Progress in IS. Cham: Springer
    International Publishing, 2018. <a href="https://doi.org/10.1007/978-3-319-65687-8_16">https://doi.org/10.1007/978-3-319-65687-8_16</a>.'
  ieee: 'G. Behrens <i>et al.</i>, “Smart Monitoring System of Air Quality and Wall
    Humidity Accompanying an Energy Efficient Renovation Process of Apartment Buildings,”
    in <i>From Science to Society</i>, B. Otjacques, P. Hitzelberger, S. Naumann,
    and V. Wohlgemuth, Eds. Cham: Springer International Publishing, 2018, pp. 181–189.'
  mla: Behrens, Grit, et al. “Smart Monitoring System of Air Quality and Wall Humidity
    Accompanying an Energy Efficient Renovation Process of Apartment Buildings.” <i>From
    Science to Society</i>, edited by Benoît Otjacques et al., Springer International
    Publishing, 2018, pp. 181–89, doi:<a href="https://doi.org/10.1007/978-3-319-65687-8_16">10.1007/978-3-319-65687-8_16</a>.
  short: 'G. Behrens, J. Weicht, K. Schlender, F. Fehring, R. Dreimann, M. Meese,
    F. Hamelmann, C. Thiel, T. Försterling, M. Wübbenhorst, in: B. Otjacques, P. Hitzelberger,
    S. Naumann, V. Wohlgemuth (Eds.), From Science to Society, Springer International
    Publishing, Cham, 2018, pp. 181–189.'
date_created: 2023-09-01T12:09:55Z
date_updated: 2026-03-17T15:28:46Z
doi: 10.1007/978-3-319-65687-8_16
editor:
- first_name: Benoît
  full_name: Otjacques, Benoît
  last_name: Otjacques
- first_name: Patrik
  full_name: Hitzelberger, Patrik
  last_name: Hitzelberger
- first_name: Stefan
  full_name: Naumann, Stefan
  last_name: Naumann
- first_name: Volker
  full_name: Wohlgemuth, Volker
  last_name: Wohlgemuth
language:
- iso: eng
page: 181-189
place: Cham
publication: From Science to Society
publication_identifier:
  eisbn:
  - 978-3-319-65687-8
  eissn:
  - 2196-8713
  isbn:
  - 978-3-319-65686-1
  issn:
  - 2196-8705
publication_status: published
publisher: Springer International Publishing
series_title: Progress in IS
status: public
title: Smart Monitoring System of Air Quality and Wall Humidity Accompanying an Energy
  Efficient Renovation Process of Apartment Buildings
type: book_chapter
user_id: '231260'
year: '2018'
...