---
_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'
...