---
_id: '29046'
author:
- first_name: Robert
  full_name: Feldhans, Robert
  last_name: Feldhans
- first_name: Adrian
  full_name: Wilke, Adrian
  last_name: Wilke
- first_name: Stefan
  full_name: Heindorf, Stefan
  last_name: Heindorf
- first_name: Mohammad Hossein
  full_name: Shaker, Mohammad Hossein
  last_name: Shaker
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  last_name: Ngonga Ngomo
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
citation:
  ama: 'Feldhans R, Wilke A, Heindorf S, et al. Drift Detection in Text Data with
    Document Embeddings. In: <i>Intelligent Data Engineering and Automated Learning
    – IDEAL 2021</i>. ; 2021. doi:<a href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>'
  apa: Feldhans, R., Wilke, A., Heindorf, S., Shaker, M. H., Hammer, B., Ngonga Ngomo,
    A.-C., &#38; Hüllermeier, E. (2021). Drift Detection in Text Data with Document
    Embeddings. In <i>Intelligent Data Engineering and Automated Learning – IDEAL
    2021</i>. <a href="https://doi.org/10.1007/978-3-030-91608-4_11">https://doi.org/10.1007/978-3-030-91608-4_11</a>
  bibtex: '@inbook{Feldhans_Wilke_Heindorf_Shaker_Hammer_Ngonga Ngomo_Hüllermeier_2021,
    place={Cham}, title={Drift Detection in Text Data with Document Embeddings}, DOI={<a
    href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>},
    booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2021},
    author={Feldhans, Robert and Wilke, Adrian and Heindorf, Stefan and Shaker, Mohammad
    Hossein and Hammer, Barbara and Ngonga Ngomo, Axel-Cyrille and Hüllermeier, Eyke},
    year={2021} }'
  chicago: Feldhans, Robert, Adrian Wilke, Stefan Heindorf, Mohammad Hossein Shaker,
    Barbara Hammer, Axel-Cyrille Ngonga Ngomo, and Eyke Hüllermeier. “Drift Detection
    in Text Data with Document Embeddings.” In <i>Intelligent Data Engineering and
    Automated Learning – IDEAL 2021</i>. Cham, 2021. <a href="https://doi.org/10.1007/978-3-030-91608-4_11">https://doi.org/10.1007/978-3-030-91608-4_11</a>.
  ieee: R. Feldhans <i>et al.</i>, “Drift Detection in Text Data with Document Embeddings,”
    in <i>Intelligent Data Engineering and Automated Learning – IDEAL 2021</i>, Cham,
    2021.
  mla: Feldhans, Robert, et al. “Drift Detection in Text Data with Document Embeddings.”
    <i>Intelligent Data Engineering and Automated Learning – IDEAL 2021</i>, 2021,
    doi:<a href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>.
  short: 'R. Feldhans, A. Wilke, S. Heindorf, M.H. Shaker, B. Hammer, A.-C. Ngonga
    Ngomo, E. Hüllermeier, in: Intelligent Data Engineering and Automated Learning
    – IDEAL 2021, Cham, 2021.'
date_created: 2021-12-17T10:33:12Z
date_updated: 2022-01-06T06:58:44Z
department:
- _id: '574'
doi: 10.1007/978-3-030-91608-4_11
language:
- iso: eng
place: Cham
publication: Intelligent Data Engineering and Automated Learning – IDEAL 2021
publication_identifier:
  isbn:
  - '9783030916077'
  - '9783030916084'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Drift Detection in Text Data with Document Embeddings
type: book_chapter
user_id: '9101'
year: '2021'
...
---
_id: '29292'
author:
- first_name: Robert
  full_name: Feldhans, Robert
  last_name: Feldhans
- first_name: Adrian
  full_name: Wilke, Adrian
  id: '9101'
  last_name: Wilke
  orcid: 0000-0002-6575-807X
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: Mohammad Hossein
  full_name: Shaker, Mohammad Hossein
  last_name: Shaker
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Feldhans R, Wilke A, Heindorf S, et al. Drift Detection in Text Data with
    Document Embeddings. In: <i>Intelligent Data Engineering and Automated Learning
    – IDEAL 2021</i>. Springer International Publishing; 2021. doi:<a href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>'
  apa: Feldhans, R., Wilke, A., Heindorf, S., Shaker, M. H., Hammer, B., Ngonga Ngomo,
    A.-C., &#38; Hüllermeier, E. (2021). Drift Detection in Text Data with Document
    Embeddings. In <i>Intelligent Data Engineering and Automated Learning – IDEAL
    2021</i>. Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-91608-4_11">https://doi.org/10.1007/978-3-030-91608-4_11</a>
  bibtex: '@inbook{Feldhans_Wilke_Heindorf_Shaker_Hammer_Ngonga Ngomo_Hüllermeier_2021,
    place={Cham}, title={Drift Detection in Text Data with Document Embeddings}, DOI={<a
    href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>},
    booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2021},
    publisher={Springer International Publishing}, author={Feldhans, Robert and Wilke,
    Adrian and Heindorf, Stefan and Shaker, Mohammad Hossein and Hammer, Barbara and
    Ngonga Ngomo, Axel-Cyrille and Hüllermeier, Eyke}, year={2021} }'
  chicago: 'Feldhans, Robert, Adrian Wilke, Stefan Heindorf, Mohammad Hossein Shaker,
    Barbara Hammer, Axel-Cyrille Ngonga Ngomo, and Eyke Hüllermeier. “Drift Detection
    in Text Data with Document Embeddings.” In <i>Intelligent Data Engineering and
    Automated Learning – IDEAL 2021</i>. Cham: Springer International Publishing,
    2021. <a href="https://doi.org/10.1007/978-3-030-91608-4_11">https://doi.org/10.1007/978-3-030-91608-4_11</a>.'
  ieee: 'R. Feldhans <i>et al.</i>, “Drift Detection in Text Data with Document Embeddings,”
    in <i>Intelligent Data Engineering and Automated Learning – IDEAL 2021</i>, Cham:
    Springer International Publishing, 2021.'
  mla: Feldhans, Robert, et al. “Drift Detection in Text Data with Document Embeddings.”
    <i>Intelligent Data Engineering and Automated Learning – IDEAL 2021</i>, Springer
    International Publishing, 2021, doi:<a href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>.
  short: 'R. Feldhans, A. Wilke, S. Heindorf, M.H. Shaker, B. Hammer, A.-C. Ngonga
    Ngomo, E. Hüllermeier, in: Intelligent Data Engineering and Automated Learning
    – IDEAL 2021, Springer International Publishing, Cham, 2021.'
date_created: 2022-01-12T10:27:23Z
date_updated: 2022-10-15T19:54:20Z
department:
- _id: '574'
doi: 10.1007/978-3-030-91608-4_11
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://papers.dice-research.org/2021/IDEAL2021_DriftDetectionEmbeddings/Drift-Detection-in-Text-Data-with-Document-Embeddings-public.pdf
oa: '1'
place: Cham
publication: Intelligent Data Engineering and Automated Learning – IDEAL 2021
publication_identifier:
  isbn:
  - '9783030916077'
  - '9783030916084'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
related_material:
  link:
  - relation: confirmation
    url: https://link.springer.com/chapter/10.1007/978-3-030-91608-4_11
status: public
title: Drift Detection in Text Data with Document Embeddings
type: book_chapter
user_id: '11871'
year: '2021'
...