---
_id: '5495'
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- 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/177074850
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Schenck,
    Wolfram</span>: Using Methods From Dimensionality Reduction for Active Learning
    With Low Query Budget. In: <i>IEEE Transactions on Knowledge and Data Engineering</i>
    Bd. 36, Institute of Electrical and Electronics Engineers (IEEE) (2024), Nr. 8,
    S. 4317–4330'
  ama: Tharwat A, Schenck W. Using Methods From Dimensionality Reduction for Active
    Learning With Low Query Budget. <i>IEEE Transactions on Knowledge and Data Engineering</i>.
    2024;36(8):4317-4330. doi:<a href="https://doi.org/10.1109/TKDE.2024.3365189">10.1109/TKDE.2024.3365189</a>
  apa: Tharwat, A., &#38; Schenck, W. (2024). Using Methods From Dimensionality Reduction
    for Active Learning With Low Query Budget. <i>IEEE Transactions on Knowledge and
    Data Engineering</i>, <i>36</i>(8), 4317–4330. <a href="https://doi.org/10.1109/TKDE.2024.3365189">https://doi.org/10.1109/TKDE.2024.3365189</a>
  bibtex: '@article{Tharwat_Schenck_2024, title={Using Methods From Dimensionality
    Reduction for Active Learning With Low Query Budget}, volume={36}, DOI={<a href="https://doi.org/10.1109/TKDE.2024.3365189">10.1109/TKDE.2024.3365189</a>},
    number={8}, journal={IEEE Transactions on Knowledge and Data Engineering}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={Tharwat, Alaa and Schenck,
    Wolfram}, year={2024}, pages={4317–4330} }'
  chicago: 'Tharwat, Alaa, and Wolfram Schenck. “Using Methods From Dimensionality
    Reduction for Active Learning With Low Query Budget.” <i>IEEE Transactions on
    Knowledge and Data Engineering</i> 36, no. 8 (2024): 4317–30. <a href="https://doi.org/10.1109/TKDE.2024.3365189">https://doi.org/10.1109/TKDE.2024.3365189</a>.'
  ieee: A. Tharwat and W. Schenck, “Using Methods From Dimensionality Reduction for
    Active Learning With Low Query Budget,” <i>IEEE Transactions on Knowledge and
    Data Engineering</i>, vol. 36, no. 8, pp. 4317–4330, 2024.
  mla: Tharwat, Alaa, and Wolfram Schenck. “Using Methods From Dimensionality Reduction
    for Active Learning With Low Query Budget.” <i>IEEE Transactions on Knowledge
    and Data Engineering</i>, vol. 36, no. 8, Institute of Electrical and Electronics
    Engineers (IEEE), 2024, pp. 4317–30, doi:<a href="https://doi.org/10.1109/TKDE.2024.3365189">10.1109/TKDE.2024.3365189</a>.
  short: A. Tharwat, W. Schenck, IEEE Transactions on Knowledge and Data Engineering
    36 (2024) 4317–4330.
date_created: 2025-01-31T16:53:51Z
date_updated: 2026-03-17T15:29:19Z
doi: 10.1109/TKDE.2024.3365189
intvolume: '        36'
issue: '8'
language:
- iso: eng
page: 4317-4330
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: IEEE Transactions on Knowledge and Data Engineering
publication_identifier:
  eissn:
  - 1558-2191
  - 2326-3865
  issn:
  - 1041-4347
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: Using Methods From Dimensionality Reduction for Active Learning With Low Query
  Budget
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...
---
_id: '5566'
article_type: original
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- first_name: Wolfram
  full_name: Schenck, Wolfram
  id: '224375'
  last_name: Schenck
  orcid: 0000-0003-3300-2048
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Schenck,
    Wolfram</span>: Using Methods From Dimensionality Reduction for Active Learning
    With Low Query Budget. In: <i>IEEE Transactions on Knowledge and Data Engineering</i>
    Bd. 36, Institute of Electrical and Electronics Engineers (IEEE) (2024), Nr. 8,
    S. 4317–4330'
  ama: Tharwat A, Schenck W. Using Methods From Dimensionality Reduction for Active
    Learning With Low Query Budget. <i>IEEE Transactions on Knowledge and Data Engineering</i>.
    2024;36(8):4317-4330. doi:<a href="https://doi.org/10.1109/TKDE.2024.3365189">10.1109/TKDE.2024.3365189</a>
  apa: Tharwat, A., &#38; Schenck, W. (2024). Using Methods From Dimensionality Reduction
    for Active Learning With Low Query Budget. <i>IEEE Transactions on Knowledge and
    Data Engineering</i>, <i>36</i>(8), 4317–4330. <a href="https://doi.org/10.1109/TKDE.2024.3365189">https://doi.org/10.1109/TKDE.2024.3365189</a>
  bibtex: '@article{Tharwat_Schenck_2024, title={Using Methods From Dimensionality
    Reduction for Active Learning With Low Query Budget}, volume={36}, DOI={<a href="https://doi.org/10.1109/TKDE.2024.3365189">10.1109/TKDE.2024.3365189</a>},
    number={8}, journal={IEEE Transactions on Knowledge and Data Engineering}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={Tharwat, Alaa and Schenck,
    Wolfram}, year={2024}, pages={4317–4330} }'
  chicago: 'Tharwat, Alaa, and Wolfram Schenck. “Using Methods From Dimensionality
    Reduction for Active Learning With Low Query Budget.” <i>IEEE Transactions on
    Knowledge and Data Engineering</i> 36, no. 8 (2024): 4317–30. <a href="https://doi.org/10.1109/TKDE.2024.3365189">https://doi.org/10.1109/TKDE.2024.3365189</a>.'
  ieee: A. Tharwat and W. Schenck, “Using Methods From Dimensionality Reduction for
    Active Learning With Low Query Budget,” <i>IEEE Transactions on Knowledge and
    Data Engineering</i>, vol. 36, no. 8, pp. 4317–4330, 2024.
  mla: Tharwat, Alaa, and Wolfram Schenck. “Using Methods From Dimensionality Reduction
    for Active Learning With Low Query Budget.” <i>IEEE Transactions on Knowledge
    and Data Engineering</i>, vol. 36, no. 8, Institute of Electrical and Electronics
    Engineers (IEEE), 2024, pp. 4317–30, doi:<a href="https://doi.org/10.1109/TKDE.2024.3365189">10.1109/TKDE.2024.3365189</a>.
  short: A. Tharwat, W. Schenck, IEEE Transactions on Knowledge and Data Engineering
    36 (2024) 4317–4330.
date_created: 2025-02-10T20:45:11Z
date_updated: 2026-03-17T15:29:19Z
doi: 10.1109/TKDE.2024.3365189
intvolume: '        36'
issue: '8'
language:
- iso: eng
page: 4317-4330
publication: IEEE Transactions on Knowledge and Data Engineering
publication_identifier:
  eissn:
  - 1558-2191
  - 2326-3865
  issn:
  - 1041-4347
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: Using Methods From Dimensionality Reduction for Active Learning With Low Query
  Budget
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  image: /images/cc_by_nc_nd.png
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    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: '220548'
volume: 36
year: '2024'
...