---
_id: '6655'
article_number: '114295'
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- 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/207108820
- 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/207108821
- 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/207108822
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Jaster,
    Bjarne</span> ; <span style="font-variant:small-caps;">Schenck, Wolfram</span>
    ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>: Active learning
    evaluation metrics for classification and regression frameworks. In: <i>Engineering
    Applications of Artificial Intelligence</i> Bd. 171, Elsevier BV (2026)'
  ama: Tharwat A, Jaster B, Schenck W, Kohlhase M. Active learning evaluation metrics
    for classification and regression frameworks. <i>Engineering Applications of Artificial
    Intelligence</i>. 2026;171. doi:<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>
  apa: Tharwat, A., Jaster, B., Schenck, W., &#38; Kohlhase, M. (2026). Active learning
    evaluation metrics for classification and regression frameworks. <i>Engineering
    Applications of Artificial Intelligence</i>, <i>171</i>. <a href="https://doi.org/10.1016/j.engappai.2026.114295">https://doi.org/10.1016/j.engappai.2026.114295</a>
  bibtex: '@article{Tharwat_Jaster_Schenck_Kohlhase_2026, title={Active learning evaluation
    metrics for classification and regression frameworks}, volume={171}, DOI={<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>},
    number={114295}, journal={Engineering Applications of Artificial Intelligence},
    publisher={Elsevier BV}, author={Tharwat, Alaa and Jaster, Bjarne and Schenck,
    Wolfram and Kohlhase, Martin}, year={2026} }'
  chicago: Tharwat, Alaa, Bjarne Jaster, Wolfram Schenck, and Martin Kohlhase. “Active
    Learning Evaluation Metrics for Classification and Regression Frameworks.” <i>Engineering
    Applications of Artificial Intelligence</i> 171 (2026). <a href="https://doi.org/10.1016/j.engappai.2026.114295">https://doi.org/10.1016/j.engappai.2026.114295</a>.
  ieee: A. Tharwat, B. Jaster, W. Schenck, and M. Kohlhase, “Active learning evaluation
    metrics for classification and regression frameworks,” <i>Engineering Applications
    of Artificial Intelligence</i>, vol. 171, 2026.
  mla: Tharwat, Alaa, et al. “Active Learning Evaluation Metrics for Classification
    and Regression Frameworks.” <i>Engineering Applications of Artificial Intelligence</i>,
    vol. 171, 114295, Elsevier BV, 2026, doi:<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>.
  short: A. Tharwat, B. Jaster, W. Schenck, M. Kohlhase, Engineering Applications
    of Artificial Intelligence 171 (2026).
date_created: 2026-02-27T10:10:55Z
date_updated: 2026-04-09T09:46:09Z
doi: 10.1016/j.engappai.2026.114295
intvolume: '       171'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.engappai.2026.114295
oa: '1'
publication: Engineering Applications of Artificial Intelligence
publication_identifier:
  issn:
  - '09521976'
publication_status: published
publisher: Elsevier BV
status: public
title: Active learning evaluation metrics for classification and regression frameworks
type: journal_article
user_id: '226669'
volume: 171
year: '2026'
...
---
_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: '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'
related_material:
  record:
  - id: '6045'
    relation: later_version
    status: public
status: public
title: Trust Issues in Active Learning and Their Impact on Real-World Applications
type: conference
user_id: '263827'
year: '2025'
...
---
_id: '6045'
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/203880542
- 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/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
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has_accepted_license: '1'
keyword:
- Active Learning
- Trustworthiness
- Evaluation-methods
language:
- iso: eng
oa: '1'
page: 1-5
project:
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publication: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational
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publication_identifier:
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publisher: IEEE
quality_controlled: '1'
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title: Trust Issues in Active Learning and Their Impact on Real-World Applications
type: conference
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...
---
_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'
  file_name: Secondary Publication, Schöne et al, 2025, Active_Learning_with_GUIDE.pdf
  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:
  - 979-8-3315-2015-1
publication_status: published
publisher: IEEE
quality_controlled: '1'
related_material:
  link:
  - description: 'This is the original article published by IEEE. Available online:
      10.1109/CITREx64975.2025.10974940.'
    relation: earlier_version
    url: 10.1109/CITREx64975.2025.10974940
status: public
title: 'Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure
  to Explore and Exploit'
type: conference
urn: urn:nbn:de:hbz:bi10-60491
user_id: '263827'
year: '2025'
...
---
_id: '5904'
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/204125762
- 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/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: '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: '3713'
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/183576319
- 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/183576321
citation:
  alphadin: '<span style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span
    style="font-variant:small-caps;">Kohlhase, Martin</span>: Active Learning for
    Regression Problems with Ensemble Methods. 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 - 33.
    Workshop Computational Intelligence</i> : Karlsruher Institut für Technologie
    (KIT), 2023, S. 9–29'
  ama: 'Jaster B, Kohlhase M. Active Learning for Regression Problems with Ensemble
    Methods. In: Schulte H, Hoffmann F, Mikut R, eds. <i>Proceedings - 33. Workshop
    Computational Intelligence</i>. Karlsruher Institut für Technologie (KIT); 2023:9-29.
    doi:<a href="https://doi.org/10.5445/KSP/1000162754">10.5445/KSP/1000162754</a>'
  apa: 'Jaster, B., &#38; Kohlhase, M. (2023). Active Learning for Regression Problems
    with Ensemble Methods. In H. Schulte, F. Hoffmann, &#38; R. Mikut (Eds.), <i>Proceedings
    - 33. Workshop Computational Intelligence</i> (pp. 9–29). Berlin: Karlsruher Institut
    für Technologie (KIT). <a href="https://doi.org/10.5445/KSP/1000162754">https://doi.org/10.5445/KSP/1000162754</a>'
  bibtex: '@inproceedings{Jaster_Kohlhase_2023, title={Active Learning for Regression
    Problems with Ensemble Methods}, DOI={<a href="https://doi.org/10.5445/KSP/1000162754">10.5445/KSP/1000162754</a>},
    booktitle={Proceedings - 33. Workshop Computational Intelligence}, publisher={Karlsruher
    Institut für Technologie (KIT)}, author={Jaster, Bjarne and Kohlhase, Martin},
    editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2023},
    pages={9–29} }'
  chicago: Jaster, Bjarne, and Martin Kohlhase. “Active Learning for Regression Problems
    with Ensemble Methods.” In <i>Proceedings - 33. Workshop Computational Intelligence</i>,
    edited by Horst Schulte, Frank Hoffmann, and Ralf Mikut, 9–29. Karlsruher Institut
    für Technologie (KIT), 2023. <a href="https://doi.org/10.5445/KSP/1000162754">https://doi.org/10.5445/KSP/1000162754</a>.
  ieee: B. Jaster and M. Kohlhase, “Active Learning for Regression Problems with Ensemble
    Methods,” in <i>Proceedings - 33. Workshop Computational Intelligence</i>, Berlin,
    2023, pp. 9–29.
  mla: Jaster, Bjarne, and Martin Kohlhase. “Active Learning for Regression Problems
    with Ensemble Methods.” <i>Proceedings - 33. Workshop Computational Intelligence</i>,
    edited by Horst Schulte et al., Karlsruher Institut für Technologie (KIT), 2023,
    pp. 9–29, doi:<a href="https://doi.org/10.5445/KSP/1000162754">10.5445/KSP/1000162754</a>.
  short: 'B. Jaster, M. Kohlhase, in: H. Schulte, F. Hoffmann, R. Mikut (Eds.), Proceedings
    - 33. Workshop Computational Intelligence, Karlsruher Institut für Technologie
    (KIT), 2023, pp. 9–29.'
conference:
  end_date: 2023-11-24
  location: Berlin
  name: 33. Workshop Computational Intelligence
  start_date: 2023-11-23
date_created: 2023-11-13T14:28:00Z
date_updated: 2026-03-17T15:28:49Z
doi: 10.5445/KSP/1000162754
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'
  url: https://publikationen.bibliothek.kit.edu/1000162754
oa: '1'
page: 9 - 29
publication: Proceedings - 33. Workshop Computational Intelligence
publication_identifier:
  isbn:
  - 978-3-7315-1324-7
publication_status: published
publisher: Karlsruher Institut für Technologie (KIT)
status: public
title: Active Learning for Regression Problems with Ensemble Methods
type: conference
user_id: '252434'
year: '2023'
...
---
_id: '6498'
author:
- first_name: William Hebgen
  full_name: Guss, William Hebgen
  last_name: Guss
- first_name: Stephanie
  full_name: Milani, Stephanie
  last_name: Milani
- first_name: Nicholay
  full_name: Topin, Nicholay
  last_name: Topin
- first_name: Brandon
  full_name: Houghton, Brandon
  last_name: Houghton
- first_name: Sharada
  full_name: Mohanty, Sharada
  last_name: Mohanty
- first_name: Andrew
  full_name: Melnik, Andrew
  last_name: Melnik
- first_name: Augustin
  full_name: Harter, Augustin
  last_name: Harter
- first_name: Benoit
  full_name: Buschmaas, Benoit
  last_name: Buschmaas
- 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/204429178
- first_name: Christoph
  full_name: Berganski, Christoph
  last_name: Berganski
- first_name: Dennis
  full_name: Heitkamp, Dennis
  last_name: Heitkamp
- first_name: Marko
  full_name: Henning, Marko
  last_name: Henning
- first_name: Helge
  full_name: Ritter, Helge
  last_name: Ritter
- first_name: Chengjie
  full_name: Wu, Chengjie
  last_name: Wu
- first_name: Xiaotian
  full_name: Hao, Xiaotian
  last_name: Hao
- first_name: Yiming
  full_name: Lu, Yiming
  last_name: Lu
- first_name: Hangyu
  full_name: Mao, Hangyu
  last_name: Mao
- first_name: Yihuan
  full_name: Mao, Yihuan
  last_name: Mao
- first_name: Chao
  full_name: Wang, Chao
  last_name: Wang
- first_name: Michal
  full_name: Opanowicz, Michal
  last_name: Opanowicz
- first_name: Anssi
  full_name: Kanervisto, Anssi
  last_name: Kanervisto
- first_name: Yanick
  full_name: Schraner, Yanick
  last_name: Schraner
- first_name: Christian
  full_name: Scheller, Christian
  last_name: Scheller
- first_name: Xiren
  full_name: Zhou, Xiren
  last_name: Zhou
- first_name: Lu
  full_name: Liu, Lu
  last_name: Liu
- first_name: Daichi
  full_name: Nishio, Daichi
  last_name: Nishio
- first_name: Toi
  full_name: Tsuneda, Toi
  last_name: Tsuneda
- first_name: Karolis
  full_name: Ramanauskas, Karolis
  last_name: Ramanauskas
- first_name: Gabija
  full_name: Juceviciute, Gabija
  last_name: Juceviciute
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Guss,
    William Hebgen</span> ; <span style="font-variant:small-caps;">Milani, Stephanie</span>
    ; <span style="font-variant:small-caps;">Topin, Nicholay</span> ; <span style="font-variant:small-caps;">Houghton,
    Brandon</span> ; <span style="font-variant:small-caps;">Mohanty, Sharada</span>
    ; <span style="font-variant:small-caps;">Melnik, Andrew</span> ; <span style="font-variant:small-caps;">Harter,
    Augustin</span> ; <span style="font-variant:small-caps;">Buschmaas, Benoit</span>
    ; u. a.</span>: Towards robust and domain agnostic reinforcement learning competitions.
    In: <i>arXiv</i>, arXiv (2021)'
  ama: Guss WH, Milani S, Topin N, et al. Towards robust and domain agnostic reinforcement
    learning competitions. <i>arXiv</i>. 2021. doi:<a href="https://doi.org/10.48550/ARXIV.2106.03748">10.48550/ARXIV.2106.03748</a>
  apa: Guss, W. H., Milani, S., Topin, N., Houghton, B., Mohanty, S., Melnik, A.,
    … Juceviciute, G. (2021). Towards robust and domain agnostic reinforcement learning
    competitions. <i>ArXiv</i>. <a href="https://doi.org/10.48550/ARXIV.2106.03748">https://doi.org/10.48550/ARXIV.2106.03748</a>
  bibtex: '@article{Guss_Milani_Topin_Houghton_Mohanty_Melnik_Harter_Buschmaas_Jaster_Berganski_et
    al._2021, title={Towards robust and domain agnostic reinforcement learning competitions},
    DOI={<a href="https://doi.org/10.48550/ARXIV.2106.03748">10.48550/ARXIV.2106.03748</a>},
    journal={arXiv}, publisher={arXiv}, author={Guss, William Hebgen and Milani, Stephanie
    and Topin, Nicholay and Houghton, Brandon and Mohanty, Sharada and Melnik, Andrew
    and Harter, Augustin and Buschmaas, Benoit and Jaster, Bjarne and Berganski, Christoph
    and et al.}, year={2021} }'
  chicago: Guss, William Hebgen, Stephanie Milani, Nicholay Topin, Brandon Houghton,
    Sharada Mohanty, Andrew Melnik, Augustin Harter, et al. “Towards Robust and Domain
    Agnostic Reinforcement Learning Competitions.” <i>ArXiv</i>, 2021. <a href="https://doi.org/10.48550/ARXIV.2106.03748">https://doi.org/10.48550/ARXIV.2106.03748</a>.
  ieee: W. H. Guss <i>et al.</i>, “Towards robust and domain agnostic reinforcement
    learning competitions,” <i>arXiv</i>, 2021.
  mla: Guss, William Hebgen, et al. “Towards Robust and Domain Agnostic Reinforcement
    Learning Competitions.” <i>ArXiv</i>, arXiv, 2021, doi:<a href="https://doi.org/10.48550/ARXIV.2106.03748">10.48550/ARXIV.2106.03748</a>.
  short: W.H. Guss, S. Milani, N. Topin, B. Houghton, S. Mohanty, A. Melnik, A. Harter,
    B. Buschmaas, B. Jaster, C. Berganski, D. Heitkamp, M. Henning, H. Ritter, C.
    Wu, X. Hao, Y. Lu, H. Mao, Y. Mao, C. Wang, M. Opanowicz, A. Kanervisto, Y. Schraner,
    C. Scheller, X. Zhou, L. Liu, D. Nishio, T. Tsuneda, K. Ramanauskas, G. Juceviciute,
    ArXiv (2021).
date_created: 2026-02-02T13:56:47Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.48550/ARXIV.2106.03748
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: arXiv
publication_status: published
publisher: arXiv
status: public
title: Towards robust and domain agnostic reinforcement learning competitions
type: journal_article
user_id: '263827'
year: '2021'
...