---
_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: 2026-03-17T15:29:33Z
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: '252434'
volume: 171
year: '2026'
...
---
_id: '5853'
article_number: '119'
article_type: original
author:
- first_name: Mahmoud M.
  full_name: Eid, Mahmoud M.
  last_name: Eid
- first_name: Kamal
  full_name: ElDahshan, Kamal
  last_name: ElDahshan
- first_name: Abdelatif H.
  full_name: Abouali, Abdelatif H.
  last_name: Abouali
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
citation:
  alphadin: '<span style="font-variant:small-caps;">Eid, Mahmoud M.</span> ; <span
    style="font-variant:small-caps;">ElDahshan, Kamal</span> ; <span style="font-variant:small-caps;">Abouali,
    Abdelatif H.</span> ; <span style="font-variant:small-caps;">Tharwat, Alaa</span>:
    Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study
    of Tabular Data Derived from Video Surveillance. In: <i>Algorithms</i> Bd. 18,
    MDPI AG (2025), Nr. 3'
  ama: 'Eid MM, ElDahshan K, Abouali AH, Tharwat A. Using Optimization Algorithms
    for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from
    Video Surveillance. <i>Algorithms</i>. 2025;18(3). doi:<a href="https://doi.org/10.3390/a18030119">10.3390/a18030119</a>'
  apa: 'Eid, M. M., ElDahshan, K., Abouali, A. H., &#38; Tharwat, A. (2025). Using
    Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of
    Tabular Data Derived from Video Surveillance. <i>Algorithms</i>, <i>18</i>(3).
    <a href="https://doi.org/10.3390/a18030119">https://doi.org/10.3390/a18030119</a>'
  bibtex: '@article{Eid_ElDahshan_Abouali_Tharwat_2025, title={Using Optimization
    Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data
    Derived from Video Surveillance}, volume={18}, DOI={<a href="https://doi.org/10.3390/a18030119">10.3390/a18030119</a>},
    number={3119}, journal={Algorithms}, publisher={MDPI AG}, author={Eid, Mahmoud
    M. and ElDahshan, Kamal and Abouali, Abdelatif H. and Tharwat, Alaa}, year={2025}
    }'
  chicago: 'Eid, Mahmoud M., Kamal ElDahshan, Abdelatif H. Abouali, and Alaa Tharwat.
    “Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study
    of Tabular Data Derived from Video Surveillance.” <i>Algorithms</i> 18, no. 3
    (2025). <a href="https://doi.org/10.3390/a18030119">https://doi.org/10.3390/a18030119</a>.'
  ieee: 'M. M. Eid, K. ElDahshan, A. H. Abouali, and A. Tharwat, “Using Optimization
    Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data
    Derived from Video Surveillance,” <i>Algorithms</i>, vol. 18, no. 3, 2025.'
  mla: 'Eid, Mahmoud M., et al. “Using Optimization Algorithms for Effective Missing-Data
    Imputation: A Case Study of Tabular Data Derived from Video Surveillance.” <i>Algorithms</i>,
    vol. 18, no. 3, 119, MDPI AG, 2025, doi:<a href="https://doi.org/10.3390/a18030119">10.3390/a18030119</a>.'
  short: M.M. Eid, K. ElDahshan, A.H. Abouali, A. Tharwat, Algorithms 18 (2025).
date_created: 2025-03-25T11:28:17Z
date_updated: 2026-03-17T15:29:23Z
doi: 10.3390/a18030119
intvolume: '        18'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Algorithms
publication_identifier:
  eissn:
  - 1999-4893
publication_status: published
publisher: MDPI AG
status: public
title: 'Using Optimization Algorithms for Effective Missing-Data Imputation: A Case
  Study of Tabular Data Derived from Video Surveillance'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: '220548'
volume: 18
year: '2025'
...
---
_id: '5854'
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span>: <i>Python
    Adventures for Young Coders. Explore the World of Programming</i>. Berkeley, CA :
    Apress, 2025'
  ama: 'Tharwat A. <i>Python Adventures for Young Coders. Explore the World of Programming</i>.
    Berkeley, CA: Apress; 2025. doi:<a href="https://doi.org/10.1007/979-8-8688-1067-1">10.1007/979-8-8688-1067-1</a>'
  apa: 'Tharwat, A. (2025). <i>Python Adventures for Young Coders. Explore the World
    of Programming</i>. Berkeley, CA: Apress. <a href="https://doi.org/10.1007/979-8-8688-1067-1">https://doi.org/10.1007/979-8-8688-1067-1</a>'
  bibtex: '@book{Tharwat_2025, place={Berkeley, CA}, title={Python Adventures for
    Young Coders. Explore the World of Programming}, DOI={<a href="https://doi.org/10.1007/979-8-8688-1067-1">10.1007/979-8-8688-1067-1</a>},
    publisher={Apress}, author={Tharwat, Alaa}, year={2025} }'
  chicago: 'Tharwat, Alaa. <i>Python Adventures for Young Coders. Explore the World
    of Programming</i>. Berkeley, CA: Apress, 2025. <a href="https://doi.org/10.1007/979-8-8688-1067-1">https://doi.org/10.1007/979-8-8688-1067-1</a>.'
  ieee: 'A. Tharwat, <i>Python Adventures for Young Coders. Explore the World of Programming</i>.
    Berkeley, CA: Apress, 2025.'
  mla: Tharwat, Alaa. <i>Python Adventures for Young Coders. Explore the World of
    Programming</i>. Apress, 2025, doi:<a href="https://doi.org/10.1007/979-8-8688-1067-1">10.1007/979-8-8688-1067-1</a>.
  short: A. Tharwat, Python Adventures for Young Coders. Explore the World of Programming,
    Apress, Berkeley, CA, 2025.
date_created: 2025-03-25T11:36:01Z
date_updated: 2026-03-17T15:29:23Z
doi: 10.1007/979-8-8688-1067-1
language:
- iso: eng
place: Berkeley, CA
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication_identifier:
  eisbn:
  - 979-8-8688-1067-1
  isbn:
  - 979-8-8688-1066-4
publication_status: published
publisher: Apress
status: public
title: Python Adventures for Young Coders. Explore the World of Programming
type: book
user_id: '220548'
year: '2025'
...
---
_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
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: '249224'
volume: 36
year: '2024'
...
---
_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
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: '220548'
volume: 36
year: '2024'
...
---
_id: '5568'
alternative_id:
- '5496'
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>: Active Learning for Handling Missing Data. In: <i>IEEE Transactions
    on Neural Networks and Learning Systems</i> Bd. 36, Institute of Electrical and
    Electronics Engineers (IEEE) (2024), Nr. 2, S. 3273–3287'
  ama: Tharwat A, Schenck W. Active Learning for Handling Missing Data. <i>IEEE Transactions
    on Neural Networks and Learning Systems</i>. 2024;36(2):3273-3287. doi:<a href="https://doi.org/10.1109/TNNLS.2024.3352279">10.1109/TNNLS.2024.3352279</a>
  apa: Tharwat, A., &#38; Schenck, W. (2024). Active Learning for Handling Missing
    Data. <i>IEEE Transactions on Neural Networks and Learning Systems</i>, <i>36</i>(2),
    3273–3287. <a href="https://doi.org/10.1109/TNNLS.2024.3352279">https://doi.org/10.1109/TNNLS.2024.3352279</a>
  bibtex: '@article{Tharwat_Schenck_2024, title={Active Learning for Handling Missing
    Data}, volume={36}, DOI={<a href="https://doi.org/10.1109/TNNLS.2024.3352279">10.1109/TNNLS.2024.3352279</a>},
    number={2}, journal={IEEE Transactions on Neural Networks and Learning Systems},
    publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Tharwat,
    Alaa and Schenck, Wolfram}, year={2024}, pages={3273–3287} }'
  chicago: 'Tharwat, Alaa, and Wolfram Schenck. “Active Learning for Handling Missing
    Data.” <i>IEEE Transactions on Neural Networks and Learning Systems</i> 36, no.
    2 (2024): 3273–87. <a href="https://doi.org/10.1109/TNNLS.2024.3352279">https://doi.org/10.1109/TNNLS.2024.3352279</a>.'
  ieee: A. Tharwat and W. Schenck, “Active Learning for Handling Missing Data,” <i>IEEE
    Transactions on Neural Networks and Learning Systems</i>, vol. 36, no. 2, pp.
    3273–3287, 2024.
  mla: Tharwat, Alaa, and Wolfram Schenck. “Active Learning for Handling Missing Data.”
    <i>IEEE Transactions on Neural Networks and Learning Systems</i>, vol. 36, no.
    2, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 3273–87,
    doi:<a href="https://doi.org/10.1109/TNNLS.2024.3352279">10.1109/TNNLS.2024.3352279</a>.
  short: A. Tharwat, W. Schenck, IEEE Transactions on Neural Networks and Learning
    Systems 36 (2024) 3273–3287.
date_created: 2025-02-10T21:31:51Z
date_updated: 2026-03-17T15:29:19Z
doi: 10.1109/TNNLS.2024.3352279
intvolume: '        36'
issue: '2'
language:
- iso: eng
page: 3273-3287
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: IEEE Transactions on Neural Networks and Learning Systems
publication_identifier:
  eissn:
  - 2162-2388
  issn:
  - 2162-237X
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Active Learning for Handling Missing Data
type: journal_article
user_id: '220548'
volume: 36
year: '2024'
...
---
_id: '5570'
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- first_name: 'Marek '
  full_name: 'Herde, Marek '
  last_name: Herde
- first_name: Minh Tuan
  full_name: Pham, Minh Tuan
  last_name: Pham
- first_name: 'Bernhard '
  full_name: 'Sick, Bernhard '
  last_name: Sick
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Herde,
    Marek </span> ; <span style="font-variant:small-caps;">Pham, Minh Tuan</span>
    ; <span style="font-variant:small-caps;">Sick, Bernhard </span>: Tutorial: Interactive
    Adaptive Learning. In: , 2024'
  ama: 'Tharwat A, Herde M, Pham MT, Sick B. Tutorial: Interactive Adaptive Learning.
    In: ; 2024.'
  apa: 'Tharwat, A., Herde, M., Pham, M. T., &#38; Sick, B. (2024). Tutorial: Interactive
    Adaptive Learning. Presented at the 8th Intl. Worksh. &#38; Tutorial on Interactive
    Adaptive Learning, Sep. 9th, 2024, Vilnius, Lithuania, Vilnius, Lithuania.'
  bibtex: '@inproceedings{Tharwat_Herde_Pham_Sick_2024, title={Tutorial: Interactive
    Adaptive Learning}, author={Tharwat, Alaa and Herde, Marek  and Pham, Minh Tuan
    and Sick, Bernhard }, year={2024} }'
  chicago: 'Tharwat, Alaa, Marek  Herde, Minh Tuan Pham, and Bernhard  Sick. “Tutorial:
    Interactive Adaptive Learning,” 2024.'
  ieee: 'A. Tharwat, M. Herde, M. T. Pham, and B. Sick, “Tutorial: Interactive Adaptive
    Learning,” presented at the 8th Intl. Worksh. &#38; Tutorial on Interactive Adaptive
    Learning, Sep. 9th, 2024, Vilnius, Lithuania, Vilnius, Lithuania, 2024.'
  mla: 'Tharwat, Alaa, et al. <i>Tutorial: Interactive Adaptive Learning</i>. 2024.'
  short: 'A. Tharwat, M. Herde, M.T. Pham, B. Sick, in: 2024.'
conference:
  end_date: 2024-09-13
  location: Vilnius, Lithuania
  name: 8th Intl. Worksh. & Tutorial on Interactive Adaptive Learning, Sep. 9th, 2024,
    Vilnius, Lithuania
  start_date: 2024-09-09
date_created: 2025-02-11T11:56:48Z
date_updated: 2026-03-17T15:29:19Z
language:
- iso: eng
main_file_link:
- url: https://ceur-ws.org/Vol-3770/paper1.pdf
status: public
title: 'Tutorial: Interactive Adaptive Learning'
type: conference_abstract
user_id: '220548'
year: '2024'
...
---
_id: '5569'
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- first_name: 'Mirko '
  full_name: 'Bunse, Mirko '
  last_name: Bunse
- first_name: 'Barbara '
  full_name: 'Hammer, Barbara '
  last_name: Hammer
- first_name: 'Georg '
  full_name: 'Krempl, Georg '
  last_name: Krempl
- first_name: 'Vincent '
  full_name: 'Lemaire, Vincent '
  last_name: Lemaire
- first_name: ' Saadallah'
  full_name: Amal,  Saadallah
  last_name: Amal
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Bunse,
    Mirko </span> ; <span style="font-variant:small-caps;">Hammer, Barbara </span>
    ; <span style="font-variant:small-caps;">Krempl, Georg </span> ; <span style="font-variant:small-caps;">Lemaire,
    Vincent </span> ; <span style="font-variant:small-caps;">Amal,  Saadallah</span>:
    Tutorial: Interactive Adaptive Learning. In: , 2023'
  ama: 'Tharwat A, Bunse M, Hammer B, Krempl G, Lemaire V, Amal  Saadallah. Tutorial:
    Interactive Adaptive Learning. In: ; 2023.'
  apa: 'Tharwat, A., Bunse, M., Hammer, B., Krempl, G., Lemaire, V., &#38; Amal,  Saadallah.
    (2023). Tutorial: Interactive Adaptive Learning. Presented at the 7th Intl. Worksh.
    &#38; Tutorial on Interactive Adaptive Learning, Torino, Italy.'
  bibtex: '@inproceedings{Tharwat_Bunse_Hammer_Krempl_Lemaire_Amal_2023, title={Tutorial:
    Interactive Adaptive Learning.}, author={Tharwat, Alaa and Bunse, Mirko  and Hammer,
    Barbara  and Krempl, Georg  and Lemaire, Vincent  and Amal,  Saadallah}, year={2023}
    }'
  chicago: 'Tharwat, Alaa, Mirko  Bunse, Barbara  Hammer, Georg  Krempl, Vincent  Lemaire,
    and  Saadallah Amal. “Tutorial: Interactive Adaptive Learning.,” 2023.'
  ieee: 'A. Tharwat, M. Bunse, B. Hammer, G. Krempl, V. Lemaire, and  Saadallah Amal,
    “Tutorial: Interactive Adaptive Learning.,” presented at the 7th Intl. Worksh.
    &#38; Tutorial on Interactive Adaptive Learning, Torino, Italy, 2023.'
  mla: 'Tharwat, Alaa, et al. <i>Tutorial: Interactive Adaptive Learning.</i> 2023.'
  short: 'A. Tharwat, M. Bunse, B. Hammer, G. Krempl, V. Lemaire,  Saadallah Amal,
    in: 2023.'
conference:
  end_date: 2023-09-26
  location: Torino, Italy
  name: 7th Intl. Worksh. & Tutorial on Interactive Adaptive Learning
  start_date: 2023-09-22
date_created: 2025-02-11T11:52:27Z
date_updated: 2026-03-17T15:29:19Z
language:
- iso: eng
main_file_link:
- url: https://ceur-ws.org/Vol-3470/preface.pdf
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
status: public
title: 'Tutorial: Interactive Adaptive Learning.'
type: conference_abstract
user_id: '220548'
year: '2023'
...
---
_id: '2774'
article_number: '820'
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/177802462
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Schenck,
    Wolfram</span>: A Survey on Active Learning: State-of-the-Art, Practical Challenges
    and Research Directions. In: <i>Mathematics</i> Bd. 11, MDPI AG (2023), Nr. 4'
  ama: 'Tharwat A, Schenck W. A Survey on Active Learning: State-of-the-Art, Practical
    Challenges and Research Directions. <i>Mathematics</i>. 2023;11(4). doi:<a href="https://doi.org/10.3390/math11040820">10.3390/math11040820</a>'
  apa: 'Tharwat, A., &#38; Schenck, W. (2023). A Survey on Active Learning: State-of-the-Art,
    Practical Challenges and Research Directions. <i>Mathematics</i>, <i>11</i>(4).
    <a href="https://doi.org/10.3390/math11040820">https://doi.org/10.3390/math11040820</a>'
  bibtex: '@article{Tharwat_Schenck_2023, title={A Survey on Active Learning: State-of-the-Art,
    Practical Challenges and Research Directions}, volume={11}, DOI={<a href="https://doi.org/10.3390/math11040820">10.3390/math11040820</a>},
    number={4820}, journal={Mathematics}, publisher={MDPI AG}, author={Tharwat, Alaa
    and Schenck, Wolfram}, year={2023} }'
  chicago: 'Tharwat, Alaa, and Wolfram Schenck. “A Survey on Active Learning: State-of-the-Art,
    Practical Challenges and Research Directions.” <i>Mathematics</i> 11, no. 4 (2023).
    <a href="https://doi.org/10.3390/math11040820">https://doi.org/10.3390/math11040820</a>.'
  ieee: 'A. Tharwat and W. Schenck, “A Survey on Active Learning: State-of-the-Art,
    Practical Challenges and Research Directions,” <i>Mathematics</i>, vol. 11, no.
    4, 2023.'
  mla: 'Tharwat, Alaa, and Wolfram Schenck. “A Survey on Active Learning: State-of-the-Art,
    Practical Challenges and Research Directions.” <i>Mathematics</i>, vol. 11, no.
    4, 820, MDPI AG, 2023, doi:<a href="https://doi.org/10.3390/math11040820">10.3390/math11040820</a>.'
  short: A. Tharwat, W. Schenck, Mathematics 11 (2023).
date_created: 2023-04-18T21:54:19Z
date_updated: 2026-03-17T15:28:37Z
department:
- _id: '103'
doi: 10.3390/math11040820
intvolume: '        11'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2227-7390/11/4/820
oa: '1'
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Mathematics
publication_identifier:
  eissn:
  - 2227-7390
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: 'A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research
  Directions'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: '249224'
volume: 11
year: '2023'
...
---
_id: '2775'
article_number: '1068'
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/177802451
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Schenck,
    Wolfram</span>: A Novel Low-Query-Budget Active Learner with Pseudo-Labels for
    Imbalanced Data. In: <i>Mathematics</i> Bd. 10, MDPI AG (2022), Nr. 7'
  ama: Tharwat A, Schenck W. A Novel Low-Query-Budget Active Learner with Pseudo-Labels
    for Imbalanced Data. <i>Mathematics</i>. 2022;10(7). doi:<a href="https://doi.org/10.3390/math10071068">10.3390/math10071068</a>
  apa: Tharwat, A., &#38; Schenck, W. (2022). A Novel Low-Query-Budget Active Learner
    with Pseudo-Labels for Imbalanced Data. <i>Mathematics</i>, <i>10</i>(7). <a href="https://doi.org/10.3390/math10071068">https://doi.org/10.3390/math10071068</a>
  bibtex: '@article{Tharwat_Schenck_2022, title={A Novel Low-Query-Budget Active Learner
    with Pseudo-Labels for Imbalanced Data}, volume={10}, DOI={<a href="https://doi.org/10.3390/math10071068">10.3390/math10071068</a>},
    number={71068}, journal={Mathematics}, publisher={MDPI AG}, author={Tharwat, Alaa
    and Schenck, Wolfram}, year={2022} }'
  chicago: Tharwat, Alaa, and Wolfram Schenck. “A Novel Low-Query-Budget Active Learner
    with Pseudo-Labels for Imbalanced Data.” <i>Mathematics</i> 10, no. 7 (2022).
    <a href="https://doi.org/10.3390/math10071068">https://doi.org/10.3390/math10071068</a>.
  ieee: A. Tharwat and W. Schenck, “A Novel Low-Query-Budget Active Learner with Pseudo-Labels
    for Imbalanced Data,” <i>Mathematics</i>, vol. 10, no. 7, 2022.
  mla: Tharwat, Alaa, and Wolfram Schenck. “A Novel Low-Query-Budget Active Learner
    with Pseudo-Labels for Imbalanced Data.” <i>Mathematics</i>, vol. 10, no. 7, 1068,
    MDPI AG, 2022, doi:<a href="https://doi.org/10.3390/math10071068">10.3390/math10071068</a>.
  short: A. Tharwat, W. Schenck, Mathematics 10 (2022).
date_created: 2023-04-18T21:54:20Z
date_updated: 2026-03-17T15:28:37Z
doi: 10.3390/math10071068
intvolume: '        10'
issue: '7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2227-7390/10/7/1068
oa: '1'
publication: Mathematics
publication_identifier:
  eissn:
  - 2227-7390
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: '249224'
volume: 10
year: '2022'
...
---
_id: '2777'
article_number: '100952'
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/177802413
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Schenck,
    Wolfram</span>: Population initialization techniques for evolutionary algorithms
    for single-objective constrained optimization problems: Deterministic vs. stochastic
    techniques. In: <i>Swarm and Evolutionary Computation</i> Bd. 67, Elsevier BV
    (2021)'
  ama: 'Tharwat A, Schenck W. Population initialization techniques for evolutionary
    algorithms for single-objective constrained optimization problems: Deterministic
    vs. stochastic techniques. <i>Swarm and Evolutionary Computation</i>. 2021;67.
    doi:<a href="https://doi.org/10.1016/j.swevo.2021.100952">10.1016/j.swevo.2021.100952</a>'
  apa: 'Tharwat, A., &#38; Schenck, W. (2021). Population initialization techniques
    for evolutionary algorithms for single-objective constrained optimization problems:
    Deterministic vs. stochastic techniques. <i>Swarm and Evolutionary Computation</i>,
    <i>67</i>. <a href="https://doi.org/10.1016/j.swevo.2021.100952">https://doi.org/10.1016/j.swevo.2021.100952</a>'
  bibtex: '@article{Tharwat_Schenck_2021, title={Population initialization techniques
    for evolutionary algorithms for single-objective constrained optimization problems:
    Deterministic vs. stochastic techniques}, volume={67}, DOI={<a href="https://doi.org/10.1016/j.swevo.2021.100952">10.1016/j.swevo.2021.100952</a>},
    number={100952}, journal={Swarm and Evolutionary Computation}, publisher={Elsevier
    BV}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2021} }'
  chicago: 'Tharwat, Alaa, and Wolfram Schenck. “Population Initialization Techniques
    for Evolutionary Algorithms for Single-Objective Constrained Optimization Problems:
    Deterministic vs. Stochastic Techniques.” <i>Swarm and Evolutionary Computation</i>
    67 (2021). <a href="https://doi.org/10.1016/j.swevo.2021.100952">https://doi.org/10.1016/j.swevo.2021.100952</a>.'
  ieee: 'A. Tharwat and W. Schenck, “Population initialization techniques for evolutionary
    algorithms for single-objective constrained optimization problems: Deterministic
    vs. stochastic techniques,” <i>Swarm and Evolutionary Computation</i>, vol. 67,
    2021.'
  mla: 'Tharwat, Alaa, and Wolfram Schenck. “Population Initialization Techniques
    for Evolutionary Algorithms for Single-Objective Constrained Optimization Problems:
    Deterministic vs. Stochastic Techniques.” <i>Swarm and Evolutionary Computation</i>,
    vol. 67, 100952, Elsevier BV, 2021, doi:<a href="https://doi.org/10.1016/j.swevo.2021.100952">10.1016/j.swevo.2021.100952</a>.'
  short: A. Tharwat, W. Schenck, Swarm and Evolutionary Computation 67 (2021).
date_created: 2023-04-18T21:54:23Z
date_updated: 2026-03-17T15:28:37Z
doi: 10.1016/j.swevo.2021.100952
intvolume: '        67'
language:
- iso: eng
publication: Swarm and Evolutionary Computation
publication_identifier:
  issn:
  - '22106502'
publication_status: published
publisher: Elsevier BV
status: public
title: 'Population initialization techniques for evolutionary algorithms for single-objective
  constrained optimization problems: Deterministic vs. stochastic techniques'
type: journal_article
user_id: '249224'
volume: 67
year: '2021'
...
---
_id: '1202'
article_number: '114430'
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/94914470
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Schenck,
    Wolfram</span>: A conceptual and practical comparison of PSO-style optimization
    algorithms. In: <i>Expert Systems with Applications</i> Bd. 167, Elsevier BV (2021)'
  ama: Tharwat A, Schenck W. A conceptual and practical comparison of PSO-style optimization
    algorithms. <i>Expert Systems with Applications</i>. 2021;167. doi:<a href="https://doi.org/10.1016/j.eswa.2020.114430">10.1016/j.eswa.2020.114430</a>
  apa: Tharwat, A., &#38; Schenck, W. (2021). A conceptual and practical comparison
    of PSO-style optimization algorithms. <i>Expert Systems with Applications</i>,
    <i>167</i>. <a href="https://doi.org/10.1016/j.eswa.2020.114430">https://doi.org/10.1016/j.eswa.2020.114430</a>
  bibtex: '@article{Tharwat_Schenck_2021, title={A conceptual and practical comparison
    of PSO-style optimization algorithms}, volume={167}, DOI={<a href="https://doi.org/10.1016/j.eswa.2020.114430">10.1016/j.eswa.2020.114430</a>},
    number={114430}, journal={Expert Systems with Applications}, publisher={Elsevier
    BV}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2021} }'
  chicago: Tharwat, Alaa, and Wolfram Schenck. “A Conceptual and Practical Comparison
    of PSO-Style Optimization Algorithms.” <i>Expert Systems with Applications</i>
    167 (2021). <a href="https://doi.org/10.1016/j.eswa.2020.114430">https://doi.org/10.1016/j.eswa.2020.114430</a>.
  ieee: A. Tharwat and W. Schenck, “A conceptual and practical comparison of PSO-style
    optimization algorithms,” <i>Expert Systems with Applications</i>, vol. 167, 2021.
  mla: Tharwat, Alaa, and Wolfram Schenck. “A Conceptual and Practical Comparison
    of PSO-Style Optimization Algorithms.” <i>Expert Systems with Applications</i>,
    vol. 167, 114430, Elsevier BV, 2021, doi:<a href="https://doi.org/10.1016/j.eswa.2020.114430">10.1016/j.eswa.2020.114430</a>.
  short: A. Tharwat, W. Schenck, Expert Systems with Applications 167 (2021).
date_created: 2021-06-03T19:35:47Z
date_updated: 2026-03-17T15:28:17Z
doi: 10.1016/j.eswa.2020.114430
intvolume: '       167'
language:
- iso: eng
publication: Expert Systems with Applications
publication_identifier:
  issn:
  - 0957-4174
publication_status: published
publisher: Elsevier BV
status: public
title: A conceptual and practical comparison of PSO-style optimization algorithms
type: journal_article
user_id: '249224'
volume: 167
year: '2021'
...
---
_id: '1204'
article_number: '106500'
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/94914460
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Schenck,
    Wolfram</span>: Balancing Exploration and Exploitation: A novel active learner
    for imbalanced data. In: <i>Knowledge-Based Systems</i> Bd. 210, Elsevier BV (2020)'
  ama: 'Tharwat A, Schenck W. Balancing Exploration and Exploitation: A novel active
    learner for imbalanced data. <i>Knowledge-Based Systems</i>. 2020;210. doi:<a
    href="https://doi.org/10.1016/j.knosys.2020.106500">10.1016/j.knosys.2020.106500</a>'
  apa: 'Tharwat, A., &#38; Schenck, W. (2020). Balancing Exploration and Exploitation:
    A novel active learner for imbalanced data. <i>Knowledge-Based Systems</i>, <i>210</i>.
    <a href="https://doi.org/10.1016/j.knosys.2020.106500">https://doi.org/10.1016/j.knosys.2020.106500</a>'
  bibtex: '@article{Tharwat_Schenck_2020, title={Balancing Exploration and Exploitation:
    A novel active learner for imbalanced data}, volume={210}, DOI={<a href="https://doi.org/10.1016/j.knosys.2020.106500">10.1016/j.knosys.2020.106500</a>},
    number={106500}, journal={Knowledge-Based Systems}, publisher={Elsevier BV}, author={Tharwat,
    Alaa and Schenck, Wolfram}, year={2020} }'
  chicago: 'Tharwat, Alaa, and Wolfram Schenck. “Balancing Exploration and Exploitation:
    A Novel Active Learner for Imbalanced Data.” <i>Knowledge-Based Systems</i> 210
    (2020). <a href="https://doi.org/10.1016/j.knosys.2020.106500">https://doi.org/10.1016/j.knosys.2020.106500</a>.'
  ieee: 'A. Tharwat and W. Schenck, “Balancing Exploration and Exploitation: A novel
    active learner for imbalanced data,” <i>Knowledge-Based Systems</i>, vol. 210,
    2020.'
  mla: 'Tharwat, Alaa, and Wolfram Schenck. “Balancing Exploration and Exploitation:
    A Novel Active Learner for Imbalanced Data.” <i>Knowledge-Based Systems</i>, vol.
    210, 106500, Elsevier BV, 2020, doi:<a href="https://doi.org/10.1016/j.knosys.2020.106500">10.1016/j.knosys.2020.106500</a>.'
  short: A. Tharwat, W. Schenck, Knowledge-Based Systems 210 (2020).
date_created: 2021-06-03T19:35:50Z
date_updated: 2026-03-17T15:28:17Z
doi: 10.1016/j.knosys.2020.106500
intvolume: '       210'
language:
- iso: eng
publication: Knowledge-Based Systems
publication_identifier:
  issn:
  - 0950-7051
publication_status: published
publisher: Elsevier BV
status: public
title: 'Balancing Exploration and Exploitation: A novel active learner for imbalanced
  data'
type: journal_article
user_id: '249224'
volume: 210
year: '2020'
...
---
_id: '1206'
author:
- first_name: David
  full_name: Pelkmann, David
  id: '217023'
  last_name: Pelkmann
- 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/94914458
citation:
  alphadin: '<span style="font-variant:small-caps;">Pelkmann, David</span> ; <span
    style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Schenck,
    Wolfram</span>: How to Label? Combining Experts’ Knowledge for German Text Classification.
    In: <i>2020 7th Swiss Conference on Data Science (SDS)</i> : IEEE, 2020, S. 61–62'
  ama: 'Pelkmann D, Tharwat A, Schenck W. How to Label? Combining Experts’ Knowledge
    for German Text Classification. In: <i>2020 7th Swiss Conference on Data Science
    (SDS)</i>. IEEE; 2020:61-62. doi:<a href="https://doi.org/10.1109/SDS49233.2020.00023">10.1109/SDS49233.2020.00023</a>'
  apa: 'Pelkmann, D., Tharwat, A., &#38; Schenck, W. (2020). How to Label? Combining
    Experts’ Knowledge for German Text Classification. In <i>2020 7th Swiss Conference
    on Data Science (SDS)</i> (pp. 61–62). Luzern, Switzerland: IEEE. <a href="https://doi.org/10.1109/SDS49233.2020.00023">https://doi.org/10.1109/SDS49233.2020.00023</a>'
  bibtex: '@inproceedings{Pelkmann_Tharwat_Schenck_2020, title={How to Label? Combining
    Experts’ Knowledge for German Text Classification}, DOI={<a href="https://doi.org/10.1109/SDS49233.2020.00023">10.1109/SDS49233.2020.00023</a>},
    booktitle={2020 7th Swiss Conference on Data Science (SDS)}, publisher={IEEE},
    author={Pelkmann, David and Tharwat, Alaa and Schenck, Wolfram}, year={2020},
    pages={61–62} }'
  chicago: Pelkmann, David, Alaa Tharwat, and Wolfram Schenck. “How to Label? Combining
    Experts’ Knowledge for German Text Classification.” In <i>2020 7th Swiss Conference
    on Data Science (SDS)</i>, 61–62. IEEE, 2020. <a href="https://doi.org/10.1109/SDS49233.2020.00023">https://doi.org/10.1109/SDS49233.2020.00023</a>.
  ieee: D. Pelkmann, A. Tharwat, and W. Schenck, “How to Label? Combining Experts’
    Knowledge for German Text Classification,” in <i>2020 7th Swiss Conference on
    Data Science (SDS)</i>, Luzern, Switzerland, 2020, pp. 61–62.
  mla: Pelkmann, David, et al. “How to Label? Combining Experts’ Knowledge for German
    Text Classification.” <i>2020 7th Swiss Conference on Data Science (SDS)</i>,
    IEEE, 2020, pp. 61–62, doi:<a href="https://doi.org/10.1109/SDS49233.2020.00023">10.1109/SDS49233.2020.00023</a>.
  short: 'D. Pelkmann, A. Tharwat, W. Schenck, in: 2020 7th Swiss Conference on Data
    Science (SDS), IEEE, 2020, pp. 61–62.'
conference:
  end_date: 2020-06-26
  location: Luzern, Switzerland
  name: 2020 7th Swiss Conference on Data Science (SDS)
  start_date: 2020-06-26
date_created: 2021-06-03T19:35:53Z
date_updated: 2026-03-17T15:28:17Z
doi: 10.1109/SDS49233.2020.00023
language:
- iso: eng
page: 61-62
publication: 2020 7th Swiss Conference on Data Science (SDS)
publication_identifier:
  eisbn:
  - 978-1-7281-7177-7
publication_status: published
publisher: IEEE
status: public
title: How to Label? Combining Experts’ Knowledge for German Text Classification
type: conference
user_id: '249224'
year: '2020'
...