---
_id: '6371'
author:
- first_name: Frederick-Mortimer
  full_name: Dockhorn, Frederick-Mortimer
  id: '255506'
  last_name: Dockhorn
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
citation:
  alphadin: '<span style="font-variant:small-caps;">Dockhorn, Frederick-Mortimer</span>
    ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>: Discrepancy
    Modeling for Dynamical Systems. In: <span style="font-variant:small-caps;">Schulte,
    H.</span> ; <span style="font-variant:small-caps;">Hoffmann, F.</span> ; <span
    style="font-variant:small-caps;">Mikut, R.</span> (Hrsg.): <i>Proceedings - 35.
    Workshop Computational Intelligence</i> : Karlsruher Institut für Technologie
    (KIT), 2025'
  ama: 'Dockhorn F-M, Kohlhase M. Discrepancy Modeling for Dynamical Systems. In:
    Schulte H, Hoffmann F, Mikut R, eds. <i>Proceedings - 35. Workshop Computational
    Intelligence</i>. Karlsruher Institut für Technologie (KIT); 2025. doi:<a href="https://doi.org/10.5445/IR/1000186052">10.5445/IR/1000186052</a>'
  apa: Dockhorn, F.-M., &#38; Kohlhase, M. (2025). Discrepancy Modeling for Dynamical
    Systems. In H. Schulte, F. Hoffmann, &#38; R. Mikut (Eds.), <i>Proceedings - 35.
    Workshop Computational Intelligence</i>. Karlsruher Institut für Technologie (KIT).
    <a href="https://doi.org/10.5445/IR/1000186052">https://doi.org/10.5445/IR/1000186052</a>
  bibtex: '@inproceedings{Dockhorn_Kohlhase_2025, title={Discrepancy Modeling for
    Dynamical Systems}, DOI={<a href="https://doi.org/10.5445/IR/1000186052">10.5445/IR/1000186052</a>},
    booktitle={Proceedings - 35. Workshop Computational Intelligence}, publisher={Karlsruher
    Institut für Technologie (KIT)}, author={Dockhorn, Frederick-Mortimer and Kohlhase,
    Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2025}
    }'
  chicago: Dockhorn, Frederick-Mortimer, and Martin Kohlhase. “Discrepancy Modeling
    for Dynamical Systems.” In <i>Proceedings - 35. Workshop Computational Intelligence</i>,
    edited by Horst Schulte, Frank Hoffmann, and Ralf Mikut. Karlsruher Institut für
    Technologie (KIT), 2025. <a href="https://doi.org/10.5445/IR/1000186052">https://doi.org/10.5445/IR/1000186052</a>.
  ieee: F.-M. Dockhorn and M. Kohlhase, “Discrepancy Modeling for Dynamical Systems,”
    in <i>Proceedings - 35. Workshop Computational Intelligence</i>, 2025.
  mla: Dockhorn, Frederick-Mortimer, and Martin Kohlhase. “Discrepancy Modeling for
    Dynamical Systems.” <i>Proceedings - 35. Workshop Computational Intelligence</i>,
    edited by Horst Schulte et al., Karlsruher Institut für Technologie (KIT), 2025,
    doi:<a href="https://doi.org/10.5445/IR/1000186052">10.5445/IR/1000186052</a>.
  short: 'F.-M. Dockhorn, M. Kohlhase, in: H. Schulte, F. Hoffmann, R. Mikut (Eds.),
    Proceedings - 35. Workshop Computational Intelligence, Karlsruher Institut für
    Technologie (KIT), 2025.'
conference:
  end_date: 2025-11-21
  name: 35. Workshop Computational Intelligence
  start_date: 2025-11-20
date_created: 2025-12-06T15:09:13Z
date_updated: 2026-03-17T15:29:29Z
doi: 10.5445/IR/1000186052
editor:
- first_name: Horst
  full_name: Schulte, Horst
  last_name: Schulte
- first_name: Frank
  full_name: Hoffmann, Frank
  last_name: Hoffmann
- first_name: Ralf
  full_name: Mikut, Ralf
  last_name: Mikut
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: Proceedings - 35. Workshop Computational Intelligence
publication_status: published
publisher: Karlsruher Institut für Technologie (KIT)
quality_controlled: '1'
status: public
title: Discrepancy Modeling for Dynamical Systems
type: conference_abstract
user_id: '255506'
year: '2025'
...
---
_id: '6267'
author:
- first_name: Julian
  full_name: Bültemeier, Julian
  last_name: Bültemeier
- first_name: Christoph-Alexander
  full_name: Holst, Christoph-Alexander
  last_name: Holst
- first_name: Volker
  full_name: Lohweg, Volker
  last_name: Lohweg
- first_name: Marvin
  full_name: Schöne, Marvin
  id: '218388'
  last_name: Schöne
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
  last_name: Jaster
  orcid: 0000-0002-8362-5369
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/196000534
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/196000535
citation:
  alphadin: '<span style="font-variant:small-caps;">Bültemeier, Julian</span> ; <span
    style="font-variant:small-caps;">Holst, Christoph-Alexander</span> ; <span style="font-variant:small-caps;">Lohweg,
    Volker</span> ; <span style="font-variant:small-caps;">Schöne, Marvin</span> ;
    <span style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span style="font-variant:small-caps;">Kohlhase,
    Martin</span>: AI Workflow for Scarce Data: A Modular Approach to Optimise Processes.
    In: <i>2025 IEEE 30th International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i> : IEEE, 2025, S. 1–4'
  ama: 'Bültemeier J, Holst C-A, Lohweg V, Schöne M, Jaster B, Kohlhase M. AI Workflow
    for Scarce Data: A Modular Approach to Optimise Processes. In: <i>2025 IEEE 30th
    International Conference on Emerging Technologies and Factory Automation (ETFA)</i>.
    IEEE; 2025:1-4. doi:<a href="https://doi.org/10.1109/ETFA65518.2025.11205664">10.1109/ETFA65518.2025.11205664</a>'
  apa: 'Bültemeier, J., Holst, C.-A., Lohweg, V., Schöne, M., Jaster, B., &#38; Kohlhase,
    M. (2025). AI Workflow for Scarce Data: A Modular Approach to Optimise Processes.
    In <i>2025 IEEE 30th International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i> (pp. 1–4). Porto, Portugal: IEEE. <a href="https://doi.org/10.1109/ETFA65518.2025.11205664">https://doi.org/10.1109/ETFA65518.2025.11205664</a>'
  bibtex: '@inproceedings{Bültemeier_Holst_Lohweg_Schöne_Jaster_Kohlhase_2025, title={AI
    Workflow for Scarce Data: A Modular Approach to Optimise Processes}, DOI={<a href="https://doi.org/10.1109/ETFA65518.2025.11205664">10.1109/ETFA65518.2025.11205664</a>},
    booktitle={2025 IEEE 30th International Conference on Emerging Technologies and
    Factory Automation (ETFA)}, publisher={IEEE}, author={Bültemeier, Julian and Holst,
    Christoph-Alexander and Lohweg, Volker and Schöne, Marvin and Jaster, Bjarne and
    Kohlhase, Martin}, year={2025}, pages={1–4} }'
  chicago: 'Bültemeier, Julian, Christoph-Alexander Holst, Volker Lohweg, Marvin Schöne,
    Bjarne Jaster, and Martin Kohlhase. “AI Workflow for Scarce Data: A Modular Approach
    to Optimise Processes.” In <i>2025 IEEE 30th International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>, 1–4. IEEE, 2025. <a href="https://doi.org/10.1109/ETFA65518.2025.11205664">https://doi.org/10.1109/ETFA65518.2025.11205664</a>.'
  ieee: 'J. Bültemeier, C.-A. Holst, V. Lohweg, M. Schöne, B. Jaster, and M. Kohlhase,
    “AI Workflow for Scarce Data: A Modular Approach to Optimise Processes,” in <i>2025
    IEEE 30th International Conference on Emerging Technologies and Factory Automation
    (ETFA)</i>, Porto, Portugal, 2025, pp. 1–4.'
  mla: 'Bültemeier, Julian, et al. “AI Workflow for Scarce Data: A Modular Approach
    to Optimise Processes.” <i>2025 IEEE 30th International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>, IEEE, 2025, pp. 1–4, doi:<a href="https://doi.org/10.1109/ETFA65518.2025.11205664">10.1109/ETFA65518.2025.11205664</a>.'
  short: 'J. Bültemeier, C.-A. Holst, V. Lohweg, M. Schöne, B. Jaster, M. Kohlhase,
    in: 2025 IEEE 30th International Conference on Emerging Technologies and Factory
    Automation (ETFA), IEEE, 2025, pp. 1–4.'
conference:
  location: Porto, Portugal
  name: 2025 IEEE 30th International Conference on Emerging Technologies and Factory
    Automation (ETFA)
date_created: 2025-11-04T14:01:05Z
date_updated: 2026-03-17T15:29:28Z
doi: 10.1109/ETFA65518.2025.11205664
language:
- iso: eng
page: 1-4
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 2025 IEEE 30th International Conference on Emerging Technologies and
  Factory Automation (ETFA)
publication_identifier:
  eisbn:
  - 979-8-3315-5383-8
publication_status: published
publisher: IEEE
status: public
title: 'AI Workflow for Scarce Data: A Modular Approach to Optimise Processes'
type: conference
user_id: '252434'
year: '2025'
...
---
_id: '6273'
author:
- first_name: Marvin
  full_name: Schöne, Marvin
  id: '218388'
  last_name: Schöne
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
  last_name: Jaster
  orcid: 0000-0002-8362-5369
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/196032569
- first_name: Julian
  full_name: Bültemeier, Julian
  last_name: Bültemeier
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/196032572
citation:
  alphadin: '<span style="font-variant:small-caps;">Schöne, Marvin</span> ; <span
    style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span style="font-variant:small-caps;">Bültemeier,
    Julian</span> ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>:
    Informed Active Learning with Decision Trees to Balance Exploration and Exploitation.
    In: <span style="font-variant:small-caps;">Institute for Data Science Solutions</span>
    (Hrsg.): <i>Kongress KI@HSBI2025 Zukunft im Fokus – Posterbeiträge</i>, <i>Schriftenreihe
    des Institute for Data Science Solutions</i>. Bd. 2. Bielefeld : Hochschule Bielefeld,
    2025, S. 26–27'
  ama: 'Schöne M, Jaster B, Bültemeier J, Kohlhase M. Informed Active Learning with
    Decision Trees to Balance Exploration and Exploitation. In: Institute for Data
    Science Solutions, ed. <i>Kongress KI@HSBI2025 Zukunft Im Fokus – Posterbeiträge</i>.
    Vol 2. Schriftenreihe des Institute for Data Science Solutions. Bielefeld: Hochschule
    Bielefeld; 2025:26-27. doi:<a href="https://doi.org/10.60802/sidas.2025.2">10.60802/sidas.2025.2</a>'
  apa: 'Schöne, M., Jaster, B., Bültemeier, J., &#38; Kohlhase, M. (2025). Informed
    Active Learning with Decision Trees to Balance Exploration and Exploitation. In
    Institute for Data Science Solutions (Ed.), <i>Kongress KI@HSBI2025 Zukunft im
    Fokus – Posterbeiträge</i> (Vol. 2, pp. 26–27). Bielefeld: Hochschule Bielefeld.
    <a href="https://doi.org/10.60802/sidas.2025.2">https://doi.org/10.60802/sidas.2025.2</a>'
  bibtex: '@inbook{Schöne_Jaster_Bültemeier_Kohlhase_2025, place={Bielefeld}, series={Schriftenreihe
    des Institute for Data Science Solutions}, title={Informed Active Learning with
    Decision Trees to Balance Exploration and Exploitation}, volume={2}, DOI={<a href="https://doi.org/10.60802/sidas.2025.2">10.60802/sidas.2025.2</a>},
    booktitle={Kongress KI@HSBI2025 Zukunft im Fokus – Posterbeiträge}, publisher={Hochschule
    Bielefeld}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and
    Kohlhase, Martin}, editor={Institute for Data Science SolutionsEditor}, year={2025},
    pages={26–27}, collection={Schriftenreihe des Institute for Data Science Solutions}
    }'
  chicago: 'Schöne, Marvin, Bjarne Jaster, Julian Bültemeier, and Martin Kohlhase.
    “Informed Active Learning with Decision Trees to Balance Exploration and Exploitation.”
    In <i>Kongress KI@HSBI2025 Zukunft Im Fokus – Posterbeiträge</i>, edited by Institute
    for Data Science Solutions, 2:26–27. Schriftenreihe Des Institute for Data Science
    Solutions. Bielefeld: Hochschule Bielefeld, 2025. <a href="https://doi.org/10.60802/sidas.2025.2">https://doi.org/10.60802/sidas.2025.2</a>.'
  ieee: 'M. Schöne, B. Jaster, J. Bültemeier, and M. Kohlhase, “Informed Active Learning
    with Decision Trees to Balance Exploration and Exploitation,” in <i>Kongress KI@HSBI2025
    Zukunft im Fokus – Posterbeiträge</i>, vol. 2, Institute for Data Science Solutions,
    Ed. Bielefeld: Hochschule Bielefeld, 2025, pp. 26–27.'
  mla: Schöne, Marvin, et al. “Informed Active Learning with Decision Trees to Balance
    Exploration and Exploitation.” <i>Kongress KI@HSBI2025 Zukunft Im Fokus – Posterbeiträge</i>,
    edited by Institute for Data Science Solutions, vol. 2, Hochschule Bielefeld,
    2025, pp. 26–27, doi:<a href="https://doi.org/10.60802/sidas.2025.2">10.60802/sidas.2025.2</a>.
  short: 'M. Schöne, B. Jaster, J. Bültemeier, M. Kohlhase, in: Institute for Data
    Science Solutions (Ed.), Kongress KI@HSBI2025 Zukunft Im Fokus – Posterbeiträge,
    Hochschule Bielefeld, Bielefeld, 2025, pp. 26–27.'
corporate_editor:
- Institute for Data Science Solutions
date_created: 2025-11-04T20:07:01Z
date_updated: 2026-03-17T15:29:28Z
doi: 10.60802/sidas.2025.2
intvolume: '         2'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 26-27
place: Bielefeld
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: Kongress KI@HSBI2025 Zukunft im Fokus – Posterbeiträge
publication_status: published
publisher: Hochschule Bielefeld
series_title: Schriftenreihe des Institute for Data Science Solutions
status: public
title: Informed Active Learning with Decision Trees to Balance Exploration and Exploitation
type: book_chapter
user_id: '252434'
volume: 2
year: '2025'
...
---
_id: '6297'
alternative_id:
- '6602'
alternative_title:
- 'Sensor Integration in Orthoses for the Treatment of Diabetic Foot Syndrome: a Technical
  Consideration'
author:
- first_name: Vincent
  full_name: Katter, Vincent
  id: '239593'
  last_name: Katter
  orcid: 0009-0002-3257-3877
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-3257-3877/work/197742772
- first_name: Carolin
  full_name: Huperz, Carolin
  id: '252602'
  last_name: Huperz
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/197573931
- first_name: J.
  full_name: Bartsch, J.
  last_name: Bartsch
- first_name: I
  full_name: Özlu, I
  last_name: Özlu
- first_name: M
  full_name: Regier, M
  last_name: Regier
- first_name: R.I.
  full_name: Amelung, R.I.
  last_name: Amelung
- first_name: B.
  full_name: Klemme, B.
  last_name: Klemme
citation:
  alphadin: '<span style="font-variant:small-caps;">Katter, Vincent</span> ; <span
    style="font-variant:small-caps;">Huperz, Carolin</span> ; <span style="font-variant:small-caps;">Kohlhase,
    Martin</span> ; <span style="font-variant:small-caps;">Bartsch, J.</span> ; <span
    style="font-variant:small-caps;">Özlu, I</span> ; <span style="font-variant:small-caps;">Regier,
    M</span> ; <span style="font-variant:small-caps;">Amelung, R.I.</span> ; <span
    style="font-variant:small-caps;">Klemme, B.</span>: Sensorintegration in Orthesen
    zur Versorgung des Diabetischen Fußsyndroms: eine technische Betrachtung. In:
    <i>Orthopädie Technik</i>, Verlag Orthopädie-Technik (2025), Nr. 11, S. 68–73'
  ama: 'Katter V, Huperz C, Kohlhase M, et al. Sensorintegration in Orthesen zur Versorgung
    des Diabetischen Fußsyndroms: eine technische Betrachtung. <i>Orthopädie Technik</i>.
    2025;(11):68-73.'
  apa: 'Katter, V., Huperz, C., Kohlhase, M., Bartsch, J., Özlu, I., Regier, M., …
    Klemme, B. (2025). Sensorintegration in Orthesen zur Versorgung des Diabetischen
    Fußsyndroms: eine technische Betrachtung. <i>Orthopädie Technik</i>, (11), 68–73.'
  bibtex: '@article{Katter_Huperz_Kohlhase_Bartsch_Özlu_Regier_Amelung_Klemme_2025,
    title={Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms:
    eine technische Betrachtung}, number={11}, journal={Orthopädie Technik}, publisher={Verlag
    Orthopädie-Technik}, author={Katter, Vincent and Huperz, Carolin and Kohlhase,
    Martin and Bartsch, J. and Özlu, I and Regier, M and Amelung, R.I. and Klemme,
    B.}, year={2025}, pages={68–73} }'
  chicago: 'Katter, Vincent, Carolin Huperz, Martin Kohlhase, J. Bartsch, I Özlu,
    M Regier, R.I. Amelung, and B. Klemme. “Sensorintegration in Orthesen zur Versorgung
    des Diabetischen Fußsyndroms: eine technische Betrachtung.” <i>Orthopädie Technik</i>,
    no. 11 (2025): 68–73.'
  ieee: 'V. Katter <i>et al.</i>, “Sensorintegration in Orthesen zur Versorgung des
    Diabetischen Fußsyndroms: eine technische Betrachtung,” <i>Orthopädie Technik</i>,
    no. 11, pp. 68–73, 2025.'
  mla: 'Katter, Vincent, et al. “Sensorintegration in Orthesen zur Versorgung des
    Diabetischen Fußsyndroms: eine technische Betrachtung.” <i>Orthopädie Technik</i>,
    no. 11, Verlag Orthopädie-Technik, 2025, pp. 68–73.'
  short: V. Katter, C. Huperz, M. Kohlhase, J. Bartsch, I. Özlu, M. Regier, R.I. Amelung,
    B. Klemme, Orthopädie Technik (2025) 68–73.
date_created: 2025-11-17T11:55:55Z
date_updated: 2026-03-17T15:29:28Z
department:
- _id: '103'
extern: '1'
issue: '11'
keyword:
- Diabetisches Fußsyndrom (DFS)
- Smarte Orthese
- Plantardruckmessung
- Anomalieerkennung
- Künstliche Intelligenz
language:
- iso: ger
main_file_link:
- url: https://360-ot.de/sensorintegration-in-orthesen-zur-versorgung-des-diabetischen-fusssyndroms-eine-technische-betrachtung/
page: 68 - 73
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: Orthopädie Technik
publication_identifier:
  issn:
  - 0340-5591
publication_status: published
publisher: Verlag Orthopädie-Technik
quality_controlled: '1'
status: public
title: 'Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms:
  eine technische Betrachtung'
type: journal_article
user_id: '263827'
year: '2025'
...
---
_id: '6182'
author:
- first_name: Frederik
  full_name: Bäumer, Frederik
  id: '241734'
  last_name: Bäumer
  orcid: 0000-0002-0826-0144
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-0826-0144/work/191577432
- first_name: Hans
  full_name: Brandt-Pook, Hans
  id: '206531'
  last_name: Brandt-Pook
  orcid: 0009-0002-6668-2684
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6668-2684/work/191577435
- first_name: Christian
  full_name: Huppert, Christian
  last_name: Huppert
- first_name: Yves
  full_name: Šir, Yves
  last_name: Šir
- first_name: Alexander
  full_name: Stahlkopf, Alexander
  last_name: Stahlkopf
- first_name: Florian
  full_name: Sang, Florian
  last_name: Sang
- first_name: Nadja
  full_name: Ullrich, Nadja
  last_name: Ullrich
citation:
  alphadin: '<span style="font-variant:small-caps;">Bäumer, Frederik</span> ; <span
    style="font-variant:small-caps;">Brandt-Pook, Hans</span> ; <span style="font-variant:small-caps;">Huppert,
    Christian</span> ; <span style="font-variant:small-caps;">Šir, Yves</span> ; <span
    style="font-variant:small-caps;">Stahlkopf, Alexander</span> ; <span style="font-variant:small-caps;">Sang,
    Florian</span> ; <span style="font-variant:small-caps;">Ullrich, Nadja</span>:
    Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten. In:
    , <i>Schriftenreihe des Institute for Data Science Solutions</i>. Bd. 2 (2025),
    Nr. 2025'
  ama: 'Bäumer F, Brandt-Pook H, Huppert C, et al. Für eine inklusive digitale Zukunft:
    Ableismus-sensible Chatbots gestalten. 2025;2(2025). doi:<a href="https://doi.org/10.60802/sidas.2025.2">10.60802/sidas.2025.2</a>'
  apa: 'Bäumer, F., Brandt-Pook, H., Huppert, C., Šir, Y., Stahlkopf, A., Sang, F.,
    &#38; Ullrich, N. (2025). Für eine inklusive digitale Zukunft: Ableismus-sensible
    Chatbots gestalten. Presented at the KI2025@HSBI, Bielefeld. <a href="https://doi.org/10.60802/sidas.2025.2">https://doi.org/10.60802/sidas.2025.2</a>'
  bibtex: '@article{Bäumer_Brandt-Pook_Huppert_Šir_Stahlkopf_Sang_Ullrich_2025, series={Schriftenreihe
    des Institute for Data Science Solutions}, title={Für eine inklusive digitale
    Zukunft: Ableismus-sensible Chatbots gestalten}, volume={2}, DOI={<a href="https://doi.org/10.60802/sidas.2025.2">10.60802/sidas.2025.2</a>},
    number={2025}, author={Bäumer, Frederik and Brandt-Pook, Hans and Huppert, Christian
    and Šir, Yves and Stahlkopf, Alexander and Sang, Florian and Ullrich, Nadja},
    year={2025}, collection={Schriftenreihe des Institute for Data Science Solutions}
    }'
  chicago: 'Bäumer, Frederik, Hans Brandt-Pook, Christian Huppert, Yves Šir, Alexander
    Stahlkopf, Florian Sang, and Nadja Ullrich. “Für eine inklusive digitale Zukunft:
    Ableismus-sensible Chatbots gestalten.” Schriftenreihe des Institute for Data
    Science Solutions, 2025. <a href="https://doi.org/10.60802/sidas.2025.2">https://doi.org/10.60802/sidas.2025.2</a>.'
  ieee: 'F. Bäumer <i>et al.</i>, “Für eine inklusive digitale Zukunft: Ableismus-sensible
    Chatbots gestalten,” vol. 2, no. 2025. 2025.'
  mla: 'Bäumer, Frederik, et al. <i>Für eine inklusive digitale Zukunft: Ableismus-sensible
    Chatbots gestalten</i>. Vol. 2, no. 2025, 2025, doi:<a href="https://doi.org/10.60802/sidas.2025.2">10.60802/sidas.2025.2</a>.'
  short: F. Bäumer, H. Brandt-Pook, C. Huppert, Y. Šir, A. Stahlkopf, F. Sang, N.
    Ullrich, 2 (2025).
conference:
  end_date: 2025-06-03
  location: Bielefeld
  name: KI2025@HSBI
  start_date: 2025-06-03
date_created: 2025-09-10T14:09:00Z
date_updated: 2026-03-17T15:29:27Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.60802/sidas.2025.2
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issue: '2025'
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series_title: Schriftenreihe des Institute for Data Science Solutions
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title: 'Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten'
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...
---
_id: '6209'
author:
- first_name: André
  full_name: Matutat, André
  id: '228871'
  last_name: Matutat
  orcid: 0009-0001-9362-7704
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0001-9362-7704/work/193402749
- first_name: Lena
  full_name: Golin, Lena
  id: '224966'
  last_name: Golin
  orcid: 0009-0002-2963-8430
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-2963-8430/work/193402751
- first_name: Hans
  full_name: Brandt-Pook, Hans
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  orcid: 0009-0002-6668-2684
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6668-2684/work/193402752
citation:
  alphadin: '<span style="font-variant:small-caps;">Matutat, André</span> ; <span
    style="font-variant:small-caps;">Golin, Lena</span> ; <span style="font-variant:small-caps;">Brandt-Pook,
    Hans</span>: LLM gesteuerte Planung zur Reduktion des CO2-Fußabdrucks im Tiefbau.
    In: <span style="font-variant:small-caps;">Gesellschaft für Informatik e.V.</span>
    (Hrsg.): <i>INFORMATIK 2025</i>. Bonn, 2025, S. 1345–1350'
  ama: 'Matutat A, Golin L, Brandt-Pook H. LLM gesteuerte Planung zur Reduktion des
    CO2-Fußabdrucks im Tiefbau. In: Gesellschaft für Informatik e.V., ed. <i>INFORMATIK
    2025</i>. Bonn; 2025:1345-1350. doi:<a href="https://doi.org/10.18420/inf2025_119">10.18420/inf2025_119</a>'
  apa: Matutat, A., Golin, L., &#38; Brandt-Pook, H. (2025). LLM gesteuerte Planung
    zur Reduktion des CO2-Fußabdrucks im Tiefbau. In Gesellschaft für Informatik e.V.
    (Ed.), <i>INFORMATIK 2025</i> (pp. 1345–1350). Bonn. <a href="https://doi.org/10.18420/inf2025_119">https://doi.org/10.18420/inf2025_119</a>
  bibtex: '@inproceedings{Matutat_Golin_Brandt-Pook_2025, place={Bonn}, title={LLM
    gesteuerte Planung zur Reduktion des CO2-Fußabdrucks im Tiefbau}, DOI={<a href="https://doi.org/10.18420/inf2025_119">10.18420/inf2025_119</a>},
    number={366}, booktitle={INFORMATIK 2025}, author={Matutat, André and Golin, Lena
    and Brandt-Pook, Hans}, editor={Gesellschaft für Informatik e.V.Editor}, year={2025},
    pages={1345–1350} }'
  chicago: Matutat, André, Lena Golin, and Hans Brandt-Pook. “LLM gesteuerte Planung
    zur Reduktion des CO2-Fußabdrucks im Tiefbau.” In <i>INFORMATIK 2025</i>, edited
    by Gesellschaft für Informatik e.V., 1345–50. Bonn, 2025. <a href="https://doi.org/10.18420/inf2025_119">https://doi.org/10.18420/inf2025_119</a>.
  ieee: A. Matutat, L. Golin, and H. Brandt-Pook, “LLM gesteuerte Planung zur Reduktion
    des CO2-Fußabdrucks im Tiefbau,” in <i>INFORMATIK 2025</i>, Potsdam , 2025, no.
    366, pp. 1345–1350.
  mla: Matutat, André, et al. “LLM gesteuerte Planung zur Reduktion des CO2-Fußabdrucks
    im Tiefbau.” <i>INFORMATIK 2025</i>, edited by Gesellschaft für Informatik e.V.,
    no. 366, 2025, pp. 1345–50, doi:<a href="https://doi.org/10.18420/inf2025_119">10.18420/inf2025_119</a>.
  short: 'A. Matutat, L. Golin, H. Brandt-Pook, in: Gesellschaft für Informatik e.V.
    (Ed.), INFORMATIK 2025, Bonn, 2025, pp. 1345–1350.'
conference:
  end_date: 2025.09.19
  location: 'Potsdam '
  name: 'INFORMATIK FESTIVAL 2025. '
  start_date: 2025.09.16
corporate_editor:
- Gesellschaft für Informatik e.V.
date_created: 2025-10-02T11:53:15Z
date_updated: 2026-03-17T15:29:27Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.18420/inf2025_119
file:
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file_date_updated: 2025-10-02T11:52:49Z
has_accepted_license: '1'
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keyword:
- Large Language Models
- Retrieval-Augmented Generation
- CO2-Bilanzierung
- Tiefbau
- Nachhaltigkeit
- Assistenzsysteme
- Wissensmanagement
- Tool-Integration
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publication: INFORMATIK 2025
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publication_status: epub_ahead
quality_controlled: '1'
status: public
title: LLM gesteuerte Planung zur Reduktion des CO2-Fußabdrucks im Tiefbau
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...
---
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author:
- first_name: Marius
  full_name: Sangel, Marius
  id: '243822'
  last_name: Sangel
- first_name: Emilia
  full_name: Bensch, Emilia
  last_name: Bensch
- first_name: Hans
  full_name: Brandt-Pook, Hans
  id: '206531'
  last_name: Brandt-Pook
  orcid: 0009-0002-6668-2684
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6668-2684/work/194297832
- first_name: Timo
  full_name: Röllke, Timo
  last_name: Röllke
- first_name: Cedric
  full_name: Markworth, Cedric
  last_name: Markworth
citation:
  alphadin: '<span style="font-variant:small-caps;">Sangel, Marius</span> ; <span
    style="font-variant:small-caps;">Bensch, Emilia</span> ; <span style="font-variant:small-caps;">Brandt-Pook,
    Hans</span> ; <span style="font-variant:small-caps;">Röllke, Timo</span> ; <span
    style="font-variant:small-caps;">Markworth, Cedric</span>: Automatisierte Erkennung
    von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus
    dem Projekt TRACES. In: <span style="font-variant:small-caps;">Gesellschaft für
    Informatik e.V.</span> (Hrsg.): <i>INFORMATIK 2025</i>. Bonn, 2025, S. 1363–1371'
  ama: 'Sangel M, Bensch E, Brandt-Pook H, Röllke T, Markworth C. Automatisierte Erkennung
    von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus
    dem Projekt TRACES. In: Gesellschaft für Informatik e.V., ed. <i>INFORMATIK 2025</i>.
    Bonn; 2025:1363-1371. doi:<a href="https://doi.org/10.18420/INF2025_121">10.18420/INF2025_121</a>'
  apa: 'Sangel, M., Bensch, E., Brandt-Pook, H., Röllke, T., &#38; Markworth, C. (2025).
    Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen:
    Ansätze und Ergebnisse aus dem Projekt TRACES. In Gesellschaft für Informatik
    e.V. (Ed.), <i>INFORMATIK 2025</i> (pp. 1363–1371). Bonn. <a href="https://doi.org/10.18420/INF2025_121">https://doi.org/10.18420/INF2025_121</a>'
  bibtex: '@inproceedings{Sangel_Bensch_Brandt-Pook_Röllke_Markworth_2025, place={Bonn},
    title={Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem
    Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES}, DOI={<a href="https://doi.org/10.18420/INF2025_121">10.18420/INF2025_121</a>},
    number={366}, booktitle={INFORMATIK 2025}, author={Sangel, Marius and Bensch,
    Emilia and Brandt-Pook, Hans and Röllke, Timo and Markworth, Cedric}, editor={Gesellschaft
    für Informatik e.V.Editor}, year={2025}, pages={1363–1371} }'
  chicago: 'Sangel, Marius, Emilia Bensch, Hans Brandt-Pook, Timo Röllke, and Cedric
    Markworth. “Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem
    Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES.” In <i>INFORMATIK 2025</i>,
    edited by Gesellschaft für Informatik e.V., 1363–71. Bonn, 2025. <a href="https://doi.org/10.18420/INF2025_121">https://doi.org/10.18420/INF2025_121</a>.'
  ieee: 'M. Sangel, E. Bensch, H. Brandt-Pook, T. Röllke, and C. Markworth, “Automatisierte
    Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse
    aus dem Projekt TRACES,” in <i>INFORMATIK 2025</i>, Potsdam, 2025, no. 366, pp.
    1363–1371.'
  mla: 'Sangel, Marius, et al. “Automatisierte Erkennung von Störstoffen in Bioabfall
    mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES.” <i>INFORMATIK
    2025</i>, edited by Gesellschaft für Informatik e.V., no. 366, 2025, pp. 1363–71,
    doi:<a href="https://doi.org/10.18420/INF2025_121">10.18420/INF2025_121</a>.'
  short: 'M. Sangel, E. Bensch, H. Brandt-Pook, T. Röllke, C. Markworth, in: Gesellschaft
    für Informatik e.V. (Ed.), INFORMATIK 2025, Bonn, 2025, pp. 1363–1371.'
conference:
  end_date: 2025-09-19
  location: Potsdam
  name: INFORMATIKFESTIVAL 2025
  start_date: 2025-09-16
corporate_editor:
- Gesellschaft für Informatik e.V.
date_created: 2025-10-15T07:05:27Z
date_updated: 2026-03-17T15:29:27Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.18420/INF2025_121
file:
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  date_created: 2025-10-15T07:02:12Z
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  file_name: Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem
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  success: 1
file_date_updated: 2025-10-15T07:02:12Z
has_accepted_license: '1'
issue: '366'
keyword:
- Machine Learning
- Computer Vision
- Instance Segmentation
- CNNs
- YOLACT
- Data Augmentation
- Waste Classification
- Trash Detection
- Biowaste Analysis
language:
- iso: ger
main_file_link:
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oa: '1'
page: 1363-1371
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  name: Institute for Data Science Solutions
publication: INFORMATIK 2025
publication_identifier:
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publication_status: epub_ahead
quality_controlled: '1'
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title: 'Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen:
  Ansätze und Ergebnisse aus dem Projekt TRACES'
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type: conference
urn: urn:nbn:de:hbz:bi10-62353
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...
---
_id: '6241'
author:
- first_name: Lena
  full_name: Golin, Lena
  id: '224966'
  last_name: Golin
  orcid: 0009-0002-2963-8430
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-2963-8430/work/194481598
- first_name: André
  full_name: Matutat, André
  id: '228871'
  last_name: Matutat
  orcid: 0009-0001-9362-7704
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0001-9362-7704/work/194481600
- first_name: Hans
  full_name: Brandt-Pook, Hans
  id: '206531'
  last_name: Brandt-Pook
  orcid: 0009-0002-6668-2684
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6668-2684/work/194481602
citation:
  alphadin: '<span style="font-variant:small-caps;">Golin, Lena</span> ; <span style="font-variant:small-caps;">Matutat,
    André</span> ; <span style="font-variant:small-caps;">Brandt-Pook, Hans</span>:
    Green by Design: Nachhaltiger Tiefbau durch KI. In: , <i>Schriftenreihe des Institute
    for Data Science Solutions</i>. Bd. 2 (2025)'
  ama: 'Golin L, Matutat A, Brandt-Pook H. Green by Design: Nachhaltiger Tiefbau durch
    KI. 2025;2:18-19. doi:<a href="https://doi.org/10.60802/SIDAS.2025.2">10.60802/SIDAS.2025.2</a>'
  apa: 'Golin, L., Matutat, A., &#38; Brandt-Pook, H. (2025). Green by Design: Nachhaltiger
    Tiefbau durch KI. Presented at the KI2025@HSBI, Bielefeld. <a href="https://doi.org/10.60802/SIDAS.2025.2">https://doi.org/10.60802/SIDAS.2025.2</a>'
  bibtex: '@article{Golin_Matutat_Brandt-Pook_2025, series={Schriftenreihe des Institute
    for Data Science Solutions}, title={Green by Design: Nachhaltiger Tiefbau durch
    KI}, volume={2}, DOI={<a href="https://doi.org/10.60802/SIDAS.2025.2">10.60802/SIDAS.2025.2</a>},
    author={Golin, Lena and Matutat, André and Brandt-Pook, Hans}, year={2025}, pages={18–19},
    collection={Schriftenreihe des Institute for Data Science Solutions} }'
  chicago: 'Golin, Lena, André Matutat, and Hans Brandt-Pook. “Green by Design: Nachhaltiger
    Tiefbau durch KI.” Schriftenreihe des Institute for Data Science Solutions, 2025.
    <a href="https://doi.org/10.60802/SIDAS.2025.2">https://doi.org/10.60802/SIDAS.2025.2</a>.'
  ieee: 'L. Golin, A. Matutat, and H. Brandt-Pook, “Green by Design: Nachhaltiger
    Tiefbau durch KI,” vol. 2. pp. 18–19, 2025.'
  mla: 'Golin, Lena, et al. <i>Green by Design: Nachhaltiger Tiefbau durch KI</i>.
    Vol. 2, 2025, pp. 18–19, doi:<a href="https://doi.org/10.60802/SIDAS.2025.2">10.60802/SIDAS.2025.2</a>.'
  short: L. Golin, A. Matutat, H. Brandt-Pook, 2 (2025) 18–19.
conference:
  end_date: 2025-06-03
  location: Bielefeld
  name: KI2025@HSBI
  start_date: 2025-06-03
date_created: 2025-10-17T06:56:43Z
date_updated: 2026-03-17T15:29:27Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.60802/SIDAS.2025.2
intvolume: '         2'
language:
- iso: ger
main_file_link:
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oa: '1'
page: 18-19
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication_identifier:
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  - 2943-3509
publication_status: published
series_title: Schriftenreihe des Institute for Data Science Solutions
status: public
title: 'Green by Design: Nachhaltiger Tiefbau durch KI'
type: conference_abstract
user_id: '220548'
volume: 2
year: '2025'
...
---
_id: '6246'
author:
- first_name: Frank
  full_name: Prekwinkel, Frank
  last_name: Prekwinkel
- first_name: Hans
  full_name: Brandt-Pook, Hans
  id: '206531'
  last_name: Brandt-Pook
  orcid: 0009-0002-6668-2684
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6668-2684/work/194487897
citation:
  alphadin: '<span style="font-variant:small-caps;">Prekwinkel, Frank</span> ; <span
    style="font-variant:small-caps;">Brandt-Pook, Hans</span>: Eine KI-Reise im Mittelstand.
    In: <i>Wirtschaftsinformatik &#38; Management</i>, Springer Fachmedien Wiesbaden
    GmbH (2025)'
  ama: Prekwinkel F, Brandt-Pook H. Eine KI-Reise im Mittelstand. <i>Wirtschaftsinformatik
    &#38; Management</i>. 2025. doi:<a href="https://doi.org/10.1365/s35764-025-00575-0">10.1365/s35764-025-00575-0</a>
  apa: Prekwinkel, F., &#38; Brandt-Pook, H. (2025). Eine KI-Reise im Mittelstand.
    <i>Wirtschaftsinformatik &#38; Management</i>. <a href="https://doi.org/10.1365/s35764-025-00575-0">https://doi.org/10.1365/s35764-025-00575-0</a>
  bibtex: '@article{Prekwinkel_Brandt-Pook_2025, title={Eine KI-Reise im Mittelstand},
    DOI={<a href="https://doi.org/10.1365/s35764-025-00575-0">10.1365/s35764-025-00575-0</a>},
    journal={Wirtschaftsinformatik &#38; Management}, publisher={Springer Fachmedien
    Wiesbaden GmbH}, author={Prekwinkel, Frank and Brandt-Pook, Hans}, year={2025}
    }'
  chicago: Prekwinkel, Frank, and Hans Brandt-Pook. “Eine KI-Reise im Mittelstand.”
    <i>Wirtschaftsinformatik &#38; Management</i>, 2025. <a href="https://doi.org/10.1365/s35764-025-00575-0">https://doi.org/10.1365/s35764-025-00575-0</a>.
  ieee: F. Prekwinkel and H. Brandt-Pook, “Eine KI-Reise im Mittelstand,” <i>Wirtschaftsinformatik
    &#38; Management</i>, 2025.
  mla: Prekwinkel, Frank, and Hans Brandt-Pook. “Eine KI-Reise im Mittelstand.” <i>Wirtschaftsinformatik
    &#38; Management</i>, Springer Fachmedien Wiesbaden GmbH, 2025, doi:<a href="https://doi.org/10.1365/s35764-025-00575-0">10.1365/s35764-025-00575-0</a>.
  short: F. Prekwinkel, H. Brandt-Pook, Wirtschaftsinformatik &#38; Management (2025).
date_created: 2025-10-17T08:36:57Z
date_updated: 2026-03-17T15:29:27Z
doi: 10.1365/s35764-025-00575-0
file:
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publisher: Springer Fachmedien Wiesbaden GmbH
status: public
title: Eine KI-Reise im Mittelstand
type: journal_article
urn: urn:nbn:de:hbz:bi10-62466
user_id: '220548'
year: '2025'
...
---
_id: '6084'
author:
- first_name: Raphael
  full_name: Bourdick, Raphael
  last_name: Bourdick
- first_name: Frederik
  full_name: Bäumer, Frederik
  id: '241734'
  last_name: Bäumer
  orcid: 0000-0002-0826-0144
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-0826-0144/work/188802593
citation:
  alphadin: '<span style="font-variant:small-caps;">Bourdick, Raphael</span> ; <span
    style="font-variant:small-caps;">Bäumer, Frederik</span>: Beyond Q&#38;A: Entwicklung
    eines agentenbasierten Retrieval-Augmented-Generation-Systems bei der imos AG.
    In: <i>Jahrestagung der Gesellschaft für Informatik</i>, 2025'
  ama: 'Bourdick R, Bäumer F. Beyond Q&#38;A: Entwicklung eines agentenbasierten Retrieval-Augmented-Generation-Systems
    bei der imos AG. In: <i>Jahrestagung Der Gesellschaft Für Informatik</i>. ; 2025.'
  apa: 'Bourdick, R., &#38; Bäumer, F. (2025). Beyond Q&#38;A: Entwicklung eines agentenbasierten
    Retrieval-Augmented-Generation-Systems bei der imos AG. In <i>Jahrestagung der
    Gesellschaft für Informatik</i>. Potsdam.'
  bibtex: '@inproceedings{Bourdick_Bäumer_2025, title={Beyond Q&#38;A: Entwicklung
    eines agentenbasierten Retrieval-Augmented-Generation-Systems bei der imos AG},
    booktitle={Jahrestagung der Gesellschaft für Informatik}, author={Bourdick, Raphael
    and Bäumer, Frederik}, year={2025} }'
  chicago: 'Bourdick, Raphael, and Frederik Bäumer. “Beyond Q&#38;A: Entwicklung Eines
    Agentenbasierten Retrieval-Augmented-Generation-Systems Bei Der Imos AG.” In <i>Jahrestagung
    Der Gesellschaft Für Informatik</i>, 2025.'
  ieee: 'R. Bourdick and F. Bäumer, “Beyond Q&#38;A: Entwicklung eines agentenbasierten
    Retrieval-Augmented-Generation-Systems bei der imos AG,” in <i>Jahrestagung der
    Gesellschaft für Informatik</i>, Potsdam, 2025.'
  mla: 'Bourdick, Raphael, and Frederik Bäumer. “Beyond Q&#38;A: Entwicklung Eines
    Agentenbasierten Retrieval-Augmented-Generation-Systems Bei Der Imos AG.” <i>Jahrestagung
    Der Gesellschaft Für Informatik</i>, 2025.'
  short: 'R. Bourdick, F. Bäumer, in: Jahrestagung Der Gesellschaft Für Informatik,
    2025.'
conference:
  end_date: 2025-09-19
  location: Potsdam
  name: Informatik Festival 2025
  start_date: 2025-09-16
date_created: 2025-07-29T07:07:39Z
date_updated: 2026-03-17T15:29:26Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
file:
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  content_type: application/pdf
  creator: fbaeumer1
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  date_updated: 2025-07-29T07:07:03Z
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  file_name: Beyond_Q_A-7.pdf
  file_size: 151748
  relation: main_file
  success: 1
file_date_updated: 2025-07-29T07:07:03Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: Jahrestagung der Gesellschaft für Informatik
status: public
title: 'Beyond Q&A: Entwicklung eines agentenbasierten Retrieval-Augmented-Generation-Systems
  bei der imos AG'
type: conference_abstract
urn: urn:nbn:de:hbz:bi10-60840
user_id: '241734'
year: '2025'
...
---
_id: '5905'
author:
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
  last_name: Jaster
  orcid: 0000-0002-8362-5369
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880018
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880020
citation:
  alphadin: '<span style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span
    style="font-variant:small-caps;">Kohlhase, Martin</span>: Trust Issues in Active
    Learning and Their Impact on Real-World Applications. In: <span style="font-variant:small-caps;">IEEE</span>
    (Hrsg.): <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx Companion)</i> : IEEE, 2025, S. 1–5'
  ama: 'Jaster B, Kohlhase M. Trust Issues in Active Learning and Their Impact on
    Real-World Applications. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx Companion)</i>.
    IEEE; 2025:1-5. doi:<a href="https://doi.org/10.1109/CITRExCompanion65208.2025.10981492">10.1109/CITRExCompanion65208.2025.10981492</a>'
  apa: 'Jaster, B., &#38; Kohlhase, M. (2025). Trust Issues in Active Learning and
    Their Impact on Real-World Applications. In IEEE (Ed.), <i>2025 IEEE Symposium
    on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx
    Companion)</i> (pp. 1–5). Trondheim, Norway: IEEE. <a href="https://doi.org/10.1109/CITRExCompanion65208.2025.10981492">https://doi.org/10.1109/CITRExCompanion65208.2025.10981492</a>'
  bibtex: '@inproceedings{Jaster_Kohlhase_2025, title={Trust Issues in Active Learning
    and Their Impact on Real-World Applications}, DOI={<a href="https://doi.org/10.1109/CITRExCompanion65208.2025.10981492">10.1109/CITRExCompanion65208.2025.10981492</a>},
    booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx Companion)}, publisher={IEEE}, author={Jaster, Bjarne and
    Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–5} }'
  chicago: Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and
    Their Impact on Real-World Applications.” In <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx Companion)</i>,
    edited by IEEE, 1–5. IEEE, 2025. <a href="https://doi.org/10.1109/CITRExCompanion65208.2025.10981492">https://doi.org/10.1109/CITRExCompanion65208.2025.10981492</a>.
  ieee: B. Jaster and M. Kohlhase, “Trust Issues in Active Learning and Their Impact
    on Real-World Applications,” in <i>2025 IEEE Symposium on Trustworthy, Explainable
    and Responsible Computational Intelligence (CITREx Companion)</i>, Trondheim,
    Norway, 2025, pp. 1–5.
  mla: Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their
    Impact on Real-World Applications.” <i>2025 IEEE Symposium on Trustworthy, Explainable
    and Responsible Computational Intelligence (CITREx Companion)</i>, edited by IEEE,
    IEEE, 2025, pp. 1–5, doi:<a href="https://doi.org/10.1109/CITRExCompanion65208.2025.10981492">10.1109/CITRExCompanion65208.2025.10981492</a>.
  short: 'B. Jaster, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx Companion), IEEE,
    2025, pp. 1–5.'
conference:
  end_date: 2025-03-20
  location: Trondheim, Norway
  name: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx Companion)
  start_date: 2025-03-17
corporate_editor:
- IEEE
date_created: 2025-05-05T11:39:04Z
date_updated: 2026-03-17T15:29:25Z
doi: 10.1109/CITRExCompanion65208.2025.10981492
keyword:
- Active Learning
- Trustworthiness
- Evaluation-methods
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10981492
page: 1-5
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
  Intelligence (CITREx Companion)
publication_identifier:
  eisbn:
  - 979-8-3315-1972-8
publication_status: published
publisher: IEEE
quality_controlled: '1'
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title: Trust Issues in Active Learning and Their Impact on Real-World Applications
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---
_id: '6045'
author:
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  full_name: Jaster, Bjarne
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  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880542
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  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880544
citation:
  alphadin: '<span style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span
    style="font-variant:small-caps;">Kohlhase, Martin</span>: Trust Issues in Active
    Learning and Their Impact on Real-World Applications. In: <span style="font-variant:small-caps;">IEEE</span>
    (Hrsg.): <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx Companion)</i> : IEEE, 2025, S. 1–5'
  ama: 'Jaster B, Kohlhase M. Trust Issues in Active Learning and Their Impact on
    Real-World Applications. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx Companion)</i>.
    IEEE; 2025:1-5. doi:<a href="https://doi.org/10.57720/6045">10.57720/6045</a>'
  apa: 'Jaster, B., &#38; Kohlhase, M. (2025). Trust Issues in Active Learning and
    Their Impact on Real-World Applications. In IEEE (Ed.), <i>2025 IEEE Symposium
    on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx
    Companion)</i> (pp. 1–5). Trondheim, Norway: IEEE. <a href="https://doi.org/10.57720/6045">https://doi.org/10.57720/6045</a>'
  bibtex: '@inproceedings{Jaster_Kohlhase_2025, title={Trust Issues in Active Learning
    and Their Impact on Real-World Applications}, DOI={<a href="https://doi.org/10.57720/6045">10.57720/6045</a>},
    booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx Companion)}, publisher={IEEE}, author={Jaster, Bjarne and
    Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–5} }'
  chicago: Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and
    Their Impact on Real-World Applications.” In <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx Companion)</i>,
    edited by IEEE, 1–5. IEEE, 2025. <a href="https://doi.org/10.57720/6045">https://doi.org/10.57720/6045</a>.
  ieee: B. Jaster and M. Kohlhase, “Trust Issues in Active Learning and Their Impact
    on Real-World Applications,” in <i>2025 IEEE Symposium on Trustworthy, Explainable
    and Responsible Computational Intelligence (CITREx Companion)</i>, Trondheim,
    Norway, 2025, pp. 1–5.
  mla: Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their
    Impact on Real-World Applications.” <i>2025 IEEE Symposium on Trustworthy, Explainable
    and Responsible Computational Intelligence (CITREx Companion)</i>, edited by IEEE,
    IEEE, 2025, pp. 1–5, doi:<a href="https://doi.org/10.57720/6045">10.57720/6045</a>.
  short: 'B. Jaster, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx Companion), IEEE,
    2025, pp. 1–5.'
conference:
  end_date: 2025-03-20
  location: Trondheim, Norway
  name: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx Companion)
  start_date: 2025-03-17
corporate_editor:
- IEEE
date_created: 2025-07-10T05:52:35Z
date_updated: 2026-03-17T15:29:25Z
doi: 10.57720/6045
file:
- access_level: open_access
  content_type: application/pdf
  creator: kwerth
  date_created: 2025-07-10T06:16:33Z
  date_updated: 2025-07-10T06:16:33Z
  file_id: '6048'
  file_name: Secondary Publication, Jaster et al, 2025, Active_Learning_in_Practice.pdf
  file_size: 1256254
  relation: main_file
  success: 1
file_date_updated: 2025-07-10T06:16:33Z
has_accepted_license: '1'
keyword:
- Active Learning
- Trustworthiness
- Evaluation-methods
language:
- iso: eng
oa: '1'
page: 1-5
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
  Intelligence (CITREx Companion)
publication_identifier:
  eisbn:
  - 979-8-3315-1972-8
publication_status: published
publisher: IEEE
quality_controlled: '1'
related_material:
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      10.1109/CITRExCompanion65208.2025.10981492'
    relation: confirmation
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title: Trust Issues in Active Learning and Their Impact on Real-World Applications
type: conference
urn: urn:nbn:de:hbz:bi10-60457
user_id: '263827'
year: '2025'
...
---
_id: '6049'
author:
- first_name: Marvin
  full_name: Schöne, Marvin
  id: '218388'
  last_name: Schöne
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
  last_name: Jaster
  orcid: 0000-0002-8362-5369
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880864
- first_name: Julian
  full_name: Bültemeier, Julian
  last_name: Bültemeier
- first_name: Justus
  full_name: Kösters, Justus
  last_name: Kösters
- first_name: Christoph-Alexander
  full_name: Holst, Christoph-Alexander
  last_name: Holst
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880865
citation:
  alphadin: '<span style="font-variant:small-caps;">Schöne, Marvin</span> ; <span
    style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span style="font-variant:small-caps;">Bültemeier,
    Julian</span> ; <span style="font-variant:small-caps;">Kösters, Justus</span>
    ; <span style="font-variant:small-caps;">Holst, Christoph-Alexander</span> ; <span
    style="font-variant:small-caps;">Kohlhase, Martin</span>: Pool-based Active Learning
    with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In:
    <span style="font-variant:small-caps;">IEEE</span> (Hrsg.): <i>2025 IEEE Symposium
    on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> :
    IEEE, 2025, S. 1–9'
  ama: 'Schöne M, Jaster B, Bültemeier J, Kösters J, Holst C-A, Kohlhase M. Pool-based
    Active Learning with Decision Trees: Incorporate the Tree Structure to Explore
    and Exploit. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy, Explainable
    and Responsible Computational Intelligence (CITREx)</i>. IEEE; 2025:1-9. doi:<a
    href="https://doi.org/10.57720/6049">10.57720/6049</a>'
  apa: 'Schöne, M., Jaster, B., Bültemeier, J., Kösters, J., Holst, C.-A., &#38; Kohlhase,
    M. (2025). Pool-based Active Learning with Decision Trees: Incorporate the Tree
    Structure to Explore and Exploit. In IEEE (Ed.), <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx)</i> (pp. 1–9).
    Trondheim, Norway: IEEE. <a href="https://doi.org/10.57720/6049">https://doi.org/10.57720/6049</a>'
  bibtex: '@inproceedings{Schöne_Jaster_Bültemeier_Kösters_Holst_Kohlhase_2025, title={Pool-based
    Active Learning with Decision Trees: Incorporate the Tree Structure to Explore
    and Exploit}, DOI={<a href="https://doi.org/10.57720/6049">10.57720/6049</a>},
    booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx)}, publisher={IEEE}, author={Schöne, Marvin and Jaster, Bjarne
    and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and
    Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–9} }'
  chicago: 'Schöne, Marvin, Bjarne Jaster, Julian Bültemeier, Justus Kösters, Christoph-Alexander
    Holst, and Martin Kohlhase. “Pool-Based Active Learning with Decision Trees: Incorporate
    the Tree Structure to Explore and Exploit.” In <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by
    IEEE, 1–9. IEEE, 2025. <a href="https://doi.org/10.57720/6049">https://doi.org/10.57720/6049</a>.'
  ieee: 'M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, and M. Kohlhase,
    “Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure
    to Explore and Exploit,” in <i>2025 IEEE Symposium on Trustworthy, Explainable
    and Responsible Computational Intelligence (CITREx)</i>, Trondheim, Norway, 2025,
    pp. 1–9.'
  mla: 'Schöne, Marvin, et al. “Pool-Based Active Learning with Decision Trees: Incorporate
    the Tree Structure to Explore and Exploit.” <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by
    IEEE, IEEE, 2025, pp. 1–9, doi:<a href="https://doi.org/10.57720/6049">10.57720/6049</a>.'
  short: 'M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, M. Kohlhase,
    in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible
    Computational Intelligence (CITREx), IEEE, 2025, pp. 1–9.'
conference:
  end_date: 2025-03-20
  location: Trondheim, Norway
  name: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx)
  start_date: 2025-03-17
corporate_editor:
- IEEE
date_created: 2025-07-10T06:20:36Z
date_updated: 2026-03-17T15:29:25Z
doi: 10.57720/6049
file:
- access_level: open_access
  content_type: application/pdf
  creator: kwerth
  date_created: 2025-07-10T06:30:41Z
  date_updated: 2025-07-10T06:30:41Z
  file_id: '6050'
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  file_size: 2379084
  relation: main_file
  success: 1
file_date_updated: 2025-07-10T06:30:41Z
has_accepted_license: '1'
keyword:
- Interpretability
- Classification
- Pool-based Active Learning
- Decision Trees
language:
- iso: eng
oa: '1'
page: 1-9
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
  Intelligence (CITREx)
publication_identifier:
  eisbn:
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publication_status: published
publisher: IEEE
quality_controlled: '1'
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    relation: earlier_version
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status: public
title: 'Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure
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type: conference
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...
---
_id: '5904'
author:
- first_name: Marvin
  full_name: Schöne, Marvin
  id: '218388'
  last_name: Schöne
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
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- first_name: Julian
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  last_name: Bültemeier
- first_name: Justus
  full_name: Kösters, Justus
  last_name: Kösters
- first_name: Christoph-Alexander
  full_name: Holst, Christoph-Alexander
  last_name: Holst
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/204125763
citation:
  alphadin: '<span style="font-variant:small-caps;">Schöne, Marvin</span> ; <span
    style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span style="font-variant:small-caps;">Bültemeier,
    Julian</span> ; <span style="font-variant:small-caps;">Kösters, Justus</span>
    ; <span style="font-variant:small-caps;">Holst, Christoph-Alexander</span> ; <span
    style="font-variant:small-caps;">Kohlhase, Martin</span>: Pool-based Active Learning
    with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In:
    <span style="font-variant:small-caps;">IEEE</span> (Hrsg.): <i>2025 IEEE Symposium
    on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> :
    IEEE, 2025, S. 1–9'
  ama: 'Schöne M, Jaster B, Bültemeier J, Kösters J, Holst C-A, Kohlhase M. Pool-based
    Active Learning with Decision Trees: Incorporate the Tree Structure to Explore
    and Exploit. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy, Explainable
    and Responsible Computational Intelligence (CITREx)</i>. IEEE; 2025:1-9. doi:<a
    href="https://doi.org/10.1109/CITREx64975.2025.10974940">10.1109/CITREx64975.2025.10974940</a>'
  apa: 'Schöne, M., Jaster, B., Bültemeier, J., Kösters, J., Holst, C.-A., &#38; Kohlhase,
    M. (2025). Pool-based Active Learning with Decision Trees: Incorporate the Tree
    Structure to Explore and Exploit. In IEEE (Ed.), <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx)</i> (pp. 1–9).
    Trondheim, Norway: IEEE. <a href="https://doi.org/10.1109/CITREx64975.2025.10974940">https://doi.org/10.1109/CITREx64975.2025.10974940</a>'
  bibtex: '@inproceedings{Schöne_Jaster_Bültemeier_Kösters_Holst_Kohlhase_2025, title={Pool-based
    Active Learning with Decision Trees: Incorporate the Tree Structure to Explore
    and Exploit}, DOI={<a href="https://doi.org/10.1109/CITREx64975.2025.10974940">10.1109/CITREx64975.2025.10974940</a>},
    booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx)}, publisher={IEEE}, author={Schöne, Marvin and Jaster, Bjarne
    and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and
    Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–9} }'
  chicago: 'Schöne, Marvin, Bjarne Jaster, Julian Bültemeier, Justus Kösters, Christoph-Alexander
    Holst, and Martin Kohlhase. “Pool-Based Active Learning with Decision Trees: Incorporate
    the Tree Structure to Explore and Exploit.” In <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by
    IEEE, 1–9. IEEE, 2025. <a href="https://doi.org/10.1109/CITREx64975.2025.10974940">https://doi.org/10.1109/CITREx64975.2025.10974940</a>.'
  ieee: 'M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, and M. Kohlhase,
    “Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure
    to Explore and Exploit,” in <i>2025 IEEE Symposium on Trustworthy, Explainable
    and Responsible Computational Intelligence (CITREx)</i>, Trondheim, Norway, 2025,
    pp. 1–9.'
  mla: 'Schöne, Marvin, et al. “Pool-Based Active Learning with Decision Trees: Incorporate
    the Tree Structure to Explore and Exploit.” <i>2025 IEEE Symposium on Trustworthy,
    Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by
    IEEE, IEEE, 2025, pp. 1–9, doi:<a href="https://doi.org/10.1109/CITREx64975.2025.10974940">10.1109/CITREx64975.2025.10974940</a>.'
  short: 'M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, M. Kohlhase,
    in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible
    Computational Intelligence (CITREx), IEEE, 2025, pp. 1–9.'
conference:
  end_date: 2025-03-20
  location: Trondheim, Norway
  name: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
    Intelligence (CITREx)
  start_date: 2025-03-17
corporate_editor:
- IEEE
date_created: 2025-04-29T13:20:58Z
date_updated: 2026-03-17T15:29:23Z
doi: 10.1109/CITREx64975.2025.10974940
keyword:
- Interpretability
- Classification
- Pool-based Active Learning
- Decision Trees
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10974940
page: 1-9
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
  Intelligence (CITREx)
publication_identifier:
  eisbn:
  - 979-8-3315-2015-1
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure
  to Explore and Exploit'
type: conference
user_id: '237837'
year: '2025'
...
---
_id: '5406'
author:
- first_name: Sergej
  full_name: Schultenkämper, Sergej
  id: '236164'
  last_name: Schultenkämper
  orcid: 0009-0005-6858-9813
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0005-6858-9813/work/180728501
- first_name: Frederik
  full_name: Bäumer, Frederik
  id: '241734'
  last_name: Bäumer
  orcid: 0000-0002-0826-0144
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-0826-0144/work/180728502
citation:
  alphadin: '<span style="font-variant:small-caps;">Schultenkämper, Sergej</span>
    ; <span style="font-variant:small-caps;">Bäumer, Frederik</span>: Multimodal Analysis
    of Modern Phishing Attacks: Towards an Evolving Dataset of Real-World Data. In:
    <i>The 13th IEEE International Workshop on Semantic Computing for Social Networking:
    from user information to social knowledge and ethical AI</i>, 2025'
  ama: 'Schultenkämper S, Bäumer F. Multimodal Analysis of Modern Phishing Attacks:
    Towards an Evolving Dataset of Real-World Data. In: <i>The 13th IEEE International
    Workshop on Semantic Computing for Social Networking: From User Information to
    Social Knowledge and Ethical AI</i>. ; 2025. doi:<a href="https://doi.org/10.1109/ICSC64641.2025.00046">10.1109/ICSC64641.2025.00046</a>'
  apa: 'Schultenkämper, S., &#38; Bäumer, F. (2025). Multimodal Analysis of Modern
    Phishing Attacks: Towards an Evolving Dataset of Real-World Data. In <i>The 13th
    IEEE International Workshop on Semantic Computing for Social Networking: from
    user information to social knowledge and ethical AI</i>. Laguna Hills, CA. <a
    href="https://doi.org/10.1109/ICSC64641.2025.00046">https://doi.org/10.1109/ICSC64641.2025.00046</a>'
  bibtex: '@inproceedings{Schultenkämper_Bäumer_2025, title={Multimodal Analysis of
    Modern Phishing Attacks: Towards an Evolving Dataset of Real-World Data}, DOI={<a
    href="https://doi.org/10.1109/ICSC64641.2025.00046">10.1109/ICSC64641.2025.00046</a>},
    booktitle={The 13th IEEE International Workshop on Semantic Computing for Social
    Networking: from user information to social knowledge and ethical AI}, author={Schultenkämper,
    Sergej and Bäumer, Frederik}, year={2025} }'
  chicago: 'Schultenkämper, Sergej, and Frederik Bäumer. “Multimodal Analysis of Modern
    Phishing Attacks: Towards an Evolving Dataset of Real-World Data.” In <i>The 13th
    IEEE International Workshop on Semantic Computing for Social Networking: From
    User Information to Social Knowledge and Ethical AI</i>, 2025. <a href="https://doi.org/10.1109/ICSC64641.2025.00046">https://doi.org/10.1109/ICSC64641.2025.00046</a>.'
  ieee: 'S. Schultenkämper and F. Bäumer, “Multimodal Analysis of Modern Phishing
    Attacks: Towards an Evolving Dataset of Real-World Data,” in <i>The 13th IEEE
    International Workshop on Semantic Computing for Social Networking: from user
    information to social knowledge and ethical AI</i>, Laguna Hills, CA, 2025.'
  mla: 'Schultenkämper, Sergej, and Frederik Bäumer. “Multimodal Analysis of Modern
    Phishing Attacks: Towards an Evolving Dataset of Real-World Data.” <i>The 13th
    IEEE International Workshop on Semantic Computing for Social Networking: From
    User Information to Social Knowledge and Ethical AI</i>, 2025, doi:<a href="https://doi.org/10.1109/ICSC64641.2025.00046">10.1109/ICSC64641.2025.00046</a>.'
  short: 'S. Schultenkämper, F. Bäumer, in: The 13th IEEE International Workshop on
    Semantic Computing for Social Networking: From User Information to Social Knowledge
    and Ethical AI, 2025.'
conference:
  end_date: 2025-02-05
  location: Laguna Hills, CA
  name: IEEE International Conference on Semantic Computing
  start_date: 2025-02-03
date_created: 2025-01-27T08:54:54Z
date_updated: 2026-03-17T15:29:17Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.1109/ICSC64641.2025.00046
language:
- iso: eng
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 'The 13th IEEE International Workshop on Semantic Computing for Social
  Networking: from user information to social knowledge and ethical AI'
publication_status: published
quality_controlled: '1'
status: public
title: 'Multimodal Analysis of Modern Phishing Attacks: Towards an Evolving Dataset
  of Real-World Data'
type: conference
user_id: '241734'
year: '2025'
...
---
_id: '5407'
author:
- first_name: Sergej
  full_name: Schultenkämper, Sergej
  id: '236164'
  last_name: Schultenkämper
  orcid: 0009-0005-6858-9813
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0005-6858-9813/work/180728496
- first_name: Viktoriia
  full_name: Vovchenko, Viktoriia
  last_name: Vovchenko
- first_name: Frederik
  full_name: Bäumer, Frederik
  id: '241734'
  last_name: Bäumer
  orcid: 0000-0002-0826-0144
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-0826-0144/work/180728497
citation:
  alphadin: '<span style="font-variant:small-caps;">Schultenkämper, Sergej</span>
    ; <span style="font-variant:small-caps;">Vovchenko, Viktoriia</span> ; <span style="font-variant:small-caps;">Bäumer,
    Frederik</span>: Enhancing Social Media Summarization with Instruction Tuned Large
    Language Models and Adaptive Summary Ranking. In: <i>The 13th IEEE International
    Workshop on Semantic Computing for Social Networking: from user information to
    social knowledge and ethical AI</i>, 2025'
  ama: 'Schultenkämper S, Vovchenko V, Bäumer F. Enhancing Social Media Summarization
    with Instruction Tuned Large Language Models and Adaptive Summary Ranking. In:
    <i>The 13th IEEE International Workshop on Semantic Computing for Social Networking:
    From User Information to Social Knowledge and Ethical AI</i>. ; 2025. doi:<a href="https://doi.org/10.1109/ICSC64641.2025.00045">10.1109/ICSC64641.2025.00045</a>'
  apa: 'Schultenkämper, S., Vovchenko, V., &#38; Bäumer, F. (2025). Enhancing Social
    Media Summarization with Instruction Tuned Large Language Models and Adaptive
    Summary Ranking. In <i>The 13th IEEE International Workshop on Semantic Computing
    for Social Networking: from user information to social knowledge and ethical AI</i>.
    Laguna Hills, CA. <a href="https://doi.org/10.1109/ICSC64641.2025.00045">https://doi.org/10.1109/ICSC64641.2025.00045</a>'
  bibtex: '@inproceedings{Schultenkämper_Vovchenko_Bäumer_2025, title={Enhancing Social
    Media Summarization with Instruction Tuned Large Language Models and Adaptive
    Summary Ranking}, DOI={<a href="https://doi.org/10.1109/ICSC64641.2025.00045">10.1109/ICSC64641.2025.00045</a>},
    booktitle={The 13th IEEE International Workshop on Semantic Computing for Social
    Networking: from user information to social knowledge and ethical AI}, author={Schultenkämper,
    Sergej and Vovchenko, Viktoriia and Bäumer, Frederik}, year={2025} }'
  chicago: 'Schultenkämper, Sergej, Viktoriia Vovchenko, and Frederik Bäumer. “Enhancing
    Social Media Summarization with Instruction Tuned Large Language Models and Adaptive
    Summary Ranking.” In <i>The 13th IEEE International Workshop on Semantic Computing
    for Social Networking: From User Information to Social Knowledge and Ethical AI</i>,
    2025. <a href="https://doi.org/10.1109/ICSC64641.2025.00045">https://doi.org/10.1109/ICSC64641.2025.00045</a>.'
  ieee: 'S. Schultenkämper, V. Vovchenko, and F. Bäumer, “Enhancing Social Media Summarization
    with Instruction Tuned Large Language Models and Adaptive Summary Ranking,” in
    <i>The 13th IEEE International Workshop on Semantic Computing for Social Networking:
    from user information to social knowledge and ethical AI</i>, Laguna Hills, CA,
    2025.'
  mla: 'Schultenkämper, Sergej, et al. “Enhancing Social Media Summarization with
    Instruction Tuned Large Language Models and Adaptive Summary Ranking.” <i>The
    13th IEEE International Workshop on Semantic Computing for Social Networking:
    From User Information to Social Knowledge and Ethical AI</i>, 2025, doi:<a href="https://doi.org/10.1109/ICSC64641.2025.00045">10.1109/ICSC64641.2025.00045</a>.'
  short: 'S. Schultenkämper, V. Vovchenko, F. Bäumer, in: The 13th IEEE International
    Workshop on Semantic Computing for Social Networking: From User Information to
    Social Knowledge and Ethical AI, 2025.'
conference:
  end_date: 2025-02-05
  location: Laguna Hills, CA
  name: IEEE International Conference on Semantic Computing
  start_date: 2025-02-03
date_created: 2025-01-27T08:57:14Z
date_updated: 2026-03-17T15:29:17Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.1109/ICSC64641.2025.00045
language:
- iso: eng
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 'The 13th IEEE International Workshop on Semantic Computing for Social
  Networking: from user information to social knowledge and ethical AI'
publication_status: published
quality_controlled: '1'
status: public
title: Enhancing Social Media Summarization with Instruction Tuned Large Language
  Models and Adaptive Summary Ranking
type: conference
user_id: '241734'
year: '2025'
...
---
_id: '6793'
alternative_id:
- '5101'
author:
- first_name: Evin
  full_name: Aslan Oguz, Evin
  id: '257089'
  last_name: Aslan Oguz
- first_name: Jochen
  full_name: Küster, Jochen
  id: '217892'
  last_name: Küster
citation:
  alphadin: '<span style="font-variant:small-caps;">Aslan Oguz, Evin</span> ; <span
    style="font-variant:small-caps;">Küster, Jochen</span>: A Comparative Analysis
    of ChatGPT-Generated and Human-Written Use Case Descriptions. In: <span style="font-variant:small-caps;">Association
    for Computing Machinery</span> (Hrsg.): <i>Proceedings of the ACM/IEEE 27th International
    Conference on Model Driven Engineering Languages and Systems</i>. New York, NY,
    USA : ACM, 2024, S. 533–540'
  ama: 'Aslan Oguz E, Küster J. A Comparative Analysis of ChatGPT-Generated and Human-Written
    Use Case Descriptions. In: Association for Computing Machinery, ed. <i>Proceedings
    of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages
    and Systems</i>. New York, NY, USA: ACM; 2024:533-540. doi:<a href="https://doi.org/10.1145/3652620.3687800">10.1145/3652620.3687800</a>'
  apa: 'Aslan Oguz, E., &#38; Küster, J. (2024). A Comparative Analysis of ChatGPT-Generated
    and Human-Written Use Case Descriptions. In Association for Computing Machinery
    (Ed.), <i>Proceedings of the ACM/IEEE 27th International Conference on Model Driven
    Engineering Languages and Systems</i> (pp. 533–540). New York, NY, USA: ACM. <a
    href="https://doi.org/10.1145/3652620.3687800">https://doi.org/10.1145/3652620.3687800</a>'
  bibtex: '@inproceedings{Aslan Oguz_Küster_2024, place={New York, NY, USA}, title={A
    Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions},
    DOI={<a href="https://doi.org/10.1145/3652620.3687800">10.1145/3652620.3687800</a>},
    booktitle={Proceedings of the ACM/IEEE 27th International Conference on Model
    Driven Engineering Languages and Systems}, publisher={ACM}, author={Aslan Oguz,
    Evin and Küster, Jochen}, editor={Association for Computing MachineryEditor},
    year={2024}, pages={533–540} }'
  chicago: 'Aslan Oguz, Evin, and Jochen Küster. “A Comparative Analysis of ChatGPT-Generated
    and Human-Written Use Case Descriptions.” In <i>Proceedings of the ACM/IEEE 27th
    International Conference on Model Driven Engineering Languages and Systems</i>,
    edited by Association for Computing Machinery, 533–40. New York, NY, USA: ACM,
    2024. <a href="https://doi.org/10.1145/3652620.3687800">https://doi.org/10.1145/3652620.3687800</a>.'
  ieee: E. Aslan Oguz and J. Küster, “A Comparative Analysis of ChatGPT-Generated
    and Human-Written Use Case Descriptions,” in <i>Proceedings of the ACM/IEEE 27th
    International Conference on Model Driven Engineering Languages and Systems</i>,
    Linz Austria, 2024, pp. 533–540.
  mla: Aslan Oguz, Evin, and Jochen Küster. “A Comparative Analysis of ChatGPT-Generated
    and Human-Written Use Case Descriptions.” <i>Proceedings of the ACM/IEEE 27th
    International Conference on Model Driven Engineering Languages and Systems</i>,
    edited by Association for Computing Machinery, ACM, 2024, pp. 533–40, doi:<a href="https://doi.org/10.1145/3652620.3687800">10.1145/3652620.3687800</a>.
  short: 'E. Aslan Oguz, J. Küster, in: Association for Computing Machinery (Ed.),
    Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering
    Languages and Systems, ACM, New York, NY, USA, 2024, pp. 533–540.'
conference:
  end_date: 2024-09-27
  location: Linz Austria
  name: 'MODELS Companion ''24: ACM/IEEE 27th International Conference on Model Driven
    Engineering Languages and Systems'
  start_date: 2024-09-22
corporate_editor:
- Association for Computing Machinery
date_created: 2026-03-09T11:57:10Z
date_updated: 2026-03-17T15:29:34Z
doi: 10.1145/3652620.3687800
file:
- access_level: open_access
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  date_created: 2026-03-09T11:55:51Z
  date_updated: 2026-03-09T11:55:51Z
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keyword:
- Software and its engineering → Object oriented develop- ment
- Requirements analysis
- • Computing methodologies → Natural language processing.
language:
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main_file_link:
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oa: '1'
page: 533-540
place: New York, NY, USA
project:
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  name: Institute for Data Science Solutions
publication: Proceedings of the ACM/IEEE 27th International Conference on Model Driven
  Engineering Languages and Systems
publication_identifier:
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publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions
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...
---
_id: '6299'
article_type: original
author:
- first_name: Vincent
  full_name: Katter, Vincent
  id: '239593'
  last_name: Katter
  orcid: 0009-0002-3257-3877
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-3257-3877/work/203984995
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
  last_name: Jaster
  orcid: 0000-0002-8362-5369
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203984996
- first_name: Marvin
  full_name: Schöne, Marvin
  id: '218388'
  last_name: Schöne
citation:
  alphadin: '<span style="font-variant:small-caps;">Katter, Vincent</span> ; <span
    style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span style="font-variant:small-caps;">Schöne,
    Marvin</span>: Evaluierung der Leistungsfähigkeit von LSTM-Modellen für die Approximation
    physikalischer Systeme . In: <i>Schriftenreihe des Institute for Data Science
    Solutions</i> Bd. 2, Hochschule Bielefeld (2024)'
  ama: Katter V, Jaster B, Schöne M. Evaluierung der Leistungsfähigkeit von LSTM-Modellen
    für die Approximation physikalischer Systeme . <i>Schriftenreihe des Institute
    for Data Science Solutions</i>. 2024;2. doi:<a href="https://doi.org/10.60802/SIDAS.2024.2">10.60802/SIDAS.2024.2</a>
  apa: Katter, V., Jaster, B., &#38; Schöne, M. (2024). Evaluierung der Leistungsfähigkeit
    von LSTM-Modellen für die Approximation physikalischer Systeme . <i>Schriftenreihe
    des Institute for Data Science Solutions</i>, <i>2</i>. <a href="https://doi.org/10.60802/SIDAS.2024.2">https://doi.org/10.60802/SIDAS.2024.2</a>
  bibtex: '@article{Katter_Jaster_Schöne_2024, title={Evaluierung der Leistungsfähigkeit
    von LSTM-Modellen für die Approximation physikalischer Systeme }, volume={2},
    DOI={<a href="https://doi.org/10.60802/SIDAS.2024.2">10.60802/SIDAS.2024.2</a>},
    journal={Schriftenreihe des Institute for Data Science Solutions}, publisher={Hochschule
    Bielefeld}, author={Katter, Vincent and Jaster, Bjarne and Schöne, Marvin}, year={2024}
    }'
  chicago: Katter, Vincent, Bjarne Jaster, and Marvin Schöne. “Evaluierung der Leistungsfähigkeit
    von LSTM-Modellen für die Approximation physikalischer Systeme .” <i>Schriftenreihe
    des Institute for Data Science Solutions</i> 2 (2024). <a href="https://doi.org/10.60802/SIDAS.2024.2">https://doi.org/10.60802/SIDAS.2024.2</a>.
  ieee: V. Katter, B. Jaster, and M. Schöne, “Evaluierung der Leistungsfähigkeit von
    LSTM-Modellen für die Approximation physikalischer Systeme ,” <i>Schriftenreihe
    des Institute for Data Science Solutions</i>, vol. 2, 2024.
  mla: Katter, Vincent, et al. “Evaluierung der Leistungsfähigkeit von LSTM-Modellen
    für die Approximation physikalischer Systeme .” <i>Schriftenreihe des Institute
    for Data Science Solutions</i>, vol. 2, Hochschule Bielefeld, 2024, doi:<a href="https://doi.org/10.60802/SIDAS.2024.2">10.60802/SIDAS.2024.2</a>.
  short: V. Katter, B. Jaster, M. Schöne, Schriftenreihe des Institute for Data Science
    Solutions 2 (2024).
date_created: 2025-11-17T12:29:54Z
date_updated: 2026-03-17T15:29:28Z
department:
- _id: '103'
doi: 10.60802/SIDAS.2024.2
extern: '1'
intvolume: '         2'
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://journals.hsbi.de/sidas/issue/view/25
oa: '1'
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: Schriftenreihe des Institute for Data Science Solutions
publication_status: published
publisher: Hochschule Bielefeld
status: public
title: 'Evaluierung der Leistungsfähigkeit von LSTM-Modellen für die Approximation
  physikalischer Systeme '
type: journal_article
user_id: '263827'
volume: 2
year: '2024'
...
---
_id: '5789'
author:
- first_name: Frederick-Mortimer
  full_name: Dockhorn, Frederick-Mortimer
  id: '255506'
  last_name: Dockhorn
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/179925806
citation:
  alphadin: '<span style="font-variant:small-caps;">Dockhorn, Frederick-Mortimer</span>
    ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>: An Application-oriented
    Review of Standard and Integral Sparse Identification of Nonlinear Dynamics. In:
    <span style="font-variant:small-caps;">Schulte, H.</span> ; <span style="font-variant:small-caps;">Hoffmann,
    F.</span> ; <span style="font-variant:small-caps;">Mikut, R.</span> (Hrsg.): <i>Proceedings
    - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024</i> :
    KIT Scientific Publishing, 2024, S. 53–76'
  ama: 'Dockhorn F-M, Kohlhase M. An Application-oriented Review of Standard and Integral
    Sparse Identification of Nonlinear Dynamics. In: Schulte H, Hoffmann F, Mikut
    R, eds. <i>Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22.
    November 2024</i>. KIT Scientific Publishing; 2024:53-76. doi:<a href="https://doi.org/10.5445/KSP/1000174544">10.5445/KSP/1000174544</a>'
  apa: 'Dockhorn, F.-M., &#38; Kohlhase, M. (2024). An Application-oriented Review
    of Standard and Integral Sparse Identification of Nonlinear Dynamics. In H. Schulte,
    F. Hoffmann, &#38; R. Mikut (Eds.), <i>Proceedings - 34. Workshop Computational
    Intelligence: Berlin, 21.-22. November 2024</i> (pp. 53–76). Berlin: KIT Scientific
    Publishing. <a href="https://doi.org/10.5445/KSP/1000174544">https://doi.org/10.5445/KSP/1000174544</a>'
  bibtex: '@inproceedings{Dockhorn_Kohlhase_2024, title={An Application-oriented Review
    of Standard and Integral Sparse Identification of Nonlinear Dynamics}, DOI={<a
    href="https://doi.org/10.5445/KSP/1000174544">10.5445/KSP/1000174544</a>}, booktitle={Proceedings
    - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024}, publisher={KIT
    Scientific Publishing}, author={Dockhorn, Frederick-Mortimer and Kohlhase, Martin},
    editor={Schulte, Horst and Hoffmann, Frank  and Mikut, Ralf Editors}, year={2024},
    pages={53–76} }'
  chicago: 'Dockhorn, Frederick-Mortimer, and Martin Kohlhase. “An Application-Oriented
    Review of Standard and Integral Sparse Identification of Nonlinear Dynamics.”
    In <i>Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November
    2024</i>, edited by Horst Schulte, Frank  Hoffmann, and Ralf  Mikut, 53–76. KIT
    Scientific Publishing, 2024. <a href="https://doi.org/10.5445/KSP/1000174544">https://doi.org/10.5445/KSP/1000174544</a>.'
  ieee: 'F.-M. Dockhorn and M. Kohlhase, “An Application-oriented Review of Standard
    and Integral Sparse Identification of Nonlinear Dynamics,” in <i>Proceedings -
    34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024</i>, Berlin,
    2024, pp. 53–76.'
  mla: 'Dockhorn, Frederick-Mortimer, and Martin Kohlhase. “An Application-Oriented
    Review of Standard and Integral Sparse Identification of Nonlinear Dynamics.”
    <i>Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November
    2024</i>, edited by Horst Schulte et al., KIT Scientific Publishing, 2024, pp.
    53–76, doi:<a href="https://doi.org/10.5445/KSP/1000174544">10.5445/KSP/1000174544</a>.'
  short: 'F.-M. Dockhorn, M. Kohlhase, in: H. Schulte, F. Hoffmann, R. Mikut (Eds.),
    Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November
    2024, KIT Scientific Publishing, 2024, pp. 53–76.'
conference:
  end_date: 2024-11-22
  location: Berlin
  name: 34. Workshop Compuational Intelligence
  start_date: 2024-11-21
date_created: 2025-03-07T15:28:53Z
date_updated: 2026-03-17T15:29:22Z
doi: 10.5445/KSP/1000174544
editor:
- first_name: Horst
  full_name: Schulte, Horst
  last_name: Schulte
- first_name: 'Frank '
  full_name: 'Hoffmann, Frank '
  last_name: Hoffmann
- first_name: 'Ralf '
  full_name: 'Mikut, Ralf '
  last_name: Mikut
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 53-76
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: 'Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22.
  November 2024'
publication_identifier:
  isbn:
  - ' 978-3-7315-1388-9'
publication_status: published
publisher: KIT Scientific Publishing
quality_controlled: '1'
status: public
title: An Application-oriented Review of Standard and Integral Sparse Identification
  of Nonlinear Dynamics
type: conference
user_id: '255506'
year: '2024'
...
---
_id: '5497'
author:
- first_name: Julian
  full_name: Weller, Julian
  last_name: Weller
- first_name: Nico
  full_name: Migenda, Nico
  id: '218473'
  last_name: Migenda
  orcid: 0000-0002-7223-1735
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-7223-1735/work/177075481
- first_name: Sebastian von
  full_name: Enzberg, Sebastian von
  last_name: Enzberg
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/177075482
- first_name: Wolfram
  full_name: Schenck, Wolfram
  id: '224375'
  last_name: Schenck
  orcid: 0000-0003-3300-2048
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3300-2048/work/177075483
- first_name: Roman
  full_name: Dumitrescu, Roman
  last_name: Dumitrescu
citation:
  alphadin: '<span style="font-variant:small-caps;">Weller, Julian</span> ; <span
    style="font-variant:small-caps;">Migenda, Nico</span> ; <span style="font-variant:small-caps;">Enzberg,
    Sebastian von</span> ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>
    ; <span style="font-variant:small-caps;">Schenck, Wolfram</span> ; <span style="font-variant:small-caps;">Dumitrescu,
    Roman</span>: Design decisions for integrating Prescriptive Analytics Use Cases
    into Smart Factories. In: <i>Procedia CIRP</i> Bd. 128, Elsevier BV (2024), S. 424–429'
  ama: Weller J, Migenda N, Enzberg S von, Kohlhase M, Schenck W, Dumitrescu R. Design
    decisions for integrating Prescriptive Analytics Use Cases into Smart Factories.
    <i>Procedia CIRP</i>. 2024;128:424-429. doi:<a href="https://doi.org/10.1016/j.procir.2024.03.022">10.1016/j.procir.2024.03.022</a>
  apa: Weller, J., Migenda, N., Enzberg, S. von, Kohlhase, M., Schenck, W., &#38;
    Dumitrescu, R. (2024). Design decisions for integrating Prescriptive Analytics
    Use Cases into Smart Factories. <i>Procedia CIRP</i>, <i>128</i>, 424–429. <a
    href="https://doi.org/10.1016/j.procir.2024.03.022">https://doi.org/10.1016/j.procir.2024.03.022</a>
  bibtex: '@article{Weller_Migenda_Enzberg_Kohlhase_Schenck_Dumitrescu_2024, title={Design
    decisions for integrating Prescriptive Analytics Use Cases into Smart Factories},
    volume={128}, DOI={<a href="https://doi.org/10.1016/j.procir.2024.03.022">10.1016/j.procir.2024.03.022</a>},
    journal={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Migenda,
    Nico and Enzberg, Sebastian von and Kohlhase, Martin and Schenck, Wolfram and
    Dumitrescu, Roman}, year={2024}, pages={424–429} }'
  chicago: 'Weller, Julian, Nico Migenda, Sebastian von Enzberg, Martin Kohlhase,
    Wolfram Schenck, and Roman Dumitrescu. “Design Decisions for Integrating Prescriptive
    Analytics Use Cases into Smart Factories.” <i>Procedia CIRP</i> 128 (2024): 424–29.
    <a href="https://doi.org/10.1016/j.procir.2024.03.022">https://doi.org/10.1016/j.procir.2024.03.022</a>.'
  ieee: J. Weller, N. Migenda, S. von Enzberg, M. Kohlhase, W. Schenck, and R. Dumitrescu,
    “Design decisions for integrating Prescriptive Analytics Use Cases into Smart
    Factories,” <i>Procedia CIRP</i>, vol. 128, pp. 424–429, 2024.
  mla: Weller, Julian, et al. “Design Decisions for Integrating Prescriptive Analytics
    Use Cases into Smart Factories.” <i>Procedia CIRP</i>, vol. 128, Elsevier BV,
    2024, pp. 424–29, doi:<a href="https://doi.org/10.1016/j.procir.2024.03.022">10.1016/j.procir.2024.03.022</a>.
  short: J. Weller, N. Migenda, S. von Enzberg, M. Kohlhase, W. Schenck, R. Dumitrescu,
    Procedia CIRP 128 (2024) 424–429.
date_created: 2025-01-31T17:03:32Z
date_updated: 2026-03-17T15:29:19Z
doi: 10.1016/j.procir.2024.03.022
intvolume: '       128'
language:
- iso: eng
page: 424-429
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Design decisions for integrating Prescriptive Analytics Use Cases into Smart
  Factories
type: journal_article
user_id: '220548'
volume: 128
year: '2024'
...