---
_id: '4482'
alternative_id:
- '2298'
article_type: original
author:
- first_name: Justin
  full_name: Baudisch, Justin
  id: '247397'
  last_name: Baudisch
  orcid: 0000-0001-5565-0228
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-5565-0228/work/157784482
- first_name: Birte
  full_name: Richter, Birte
  last_name: Richter
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/157784484
citation:
  alphadin: '<span style="font-variant:small-caps;">Baudisch, Justin</span> ; <span
    style="font-variant:small-caps;">Richter, Birte</span> ; <span style="font-variant:small-caps;">Jungeblut,
    Thorsten</span>: A Framework for Learning Event Sequences and Explaining Detected
    Anomalies in a Smart Home Environment. In: <i>KI - Künstliche Intelligenz</i>
    Bd. 36, Springer Science and Business Media LLC (2022), Nr. 3–4, S. 259–266'
  ama: Baudisch J, Richter B, Jungeblut T. A Framework for Learning Event Sequences
    and Explaining Detected Anomalies in a Smart Home Environment. <i>KI - Künstliche
    Intelligenz</i>. 2022;36(3-4):259-266. doi:<a href="https://doi.org/10.1007/s13218-022-00775-5">10.1007/s13218-022-00775-5</a>
  apa: Baudisch, J., Richter, B., &#38; Jungeblut, T. (2022). A Framework for Learning
    Event Sequences and Explaining Detected Anomalies in a Smart Home Environment.
    <i>KI - Künstliche Intelligenz</i>, <i>36</i>(3–4), 259–266. <a href="https://doi.org/10.1007/s13218-022-00775-5">https://doi.org/10.1007/s13218-022-00775-5</a>
  bibtex: '@article{Baudisch_Richter_Jungeblut_2022, title={A Framework for Learning
    Event Sequences and Explaining Detected Anomalies in a Smart Home Environment},
    volume={36}, DOI={<a href="https://doi.org/10.1007/s13218-022-00775-5">10.1007/s13218-022-00775-5</a>},
    number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science
    and Business Media LLC}, author={Baudisch, Justin and Richter, Birte and Jungeblut,
    Thorsten}, year={2022}, pages={259–266} }'
  chicago: 'Baudisch, Justin, Birte Richter, and Thorsten Jungeblut. “A Framework
    for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home
    Environment.” <i>KI - Künstliche Intelligenz</i> 36, no. 3–4 (2022): 259–66. <a
    href="https://doi.org/10.1007/s13218-022-00775-5">https://doi.org/10.1007/s13218-022-00775-5</a>.'
  ieee: J. Baudisch, B. Richter, and T. Jungeblut, “A Framework for Learning Event
    Sequences and Explaining Detected Anomalies in a Smart Home Environment,” <i>KI
    - Künstliche Intelligenz</i>, vol. 36, no. 3–4, pp. 259–266, 2022.
  mla: Baudisch, Justin, et al. “A Framework for Learning Event Sequences and Explaining
    Detected Anomalies in a Smart Home Environment.” <i>KI - Künstliche Intelligenz</i>,
    vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 259–66, doi:<a
    href="https://doi.org/10.1007/s13218-022-00775-5">10.1007/s13218-022-00775-5</a>.
  short: J. Baudisch, B. Richter, T. Jungeblut, KI - Künstliche Intelligenz 36 (2022)
    259–266.
date_created: 2024-04-16T10:32:07Z
date_updated: 2026-03-17T15:29:01Z
department:
- _id: '103'
doi: 10.1007/s13218-022-00775-5
file:
- access_level: open_access
  content_type: application/pdf
  creator: arichert1
  date_created: 2024-04-17T05:58:03Z
  date_updated: 2024-04-17T05:58:03Z
  file_id: '4509'
  file_name: Baudisch_et_al-2022-KI_-_K-nstliche_Intelligenz.pdf
  file_size: 1367814
  relation: main_file
  success: 1
file_date_updated: 2024-04-17T05:58:03Z
has_accepted_license: '1'
intvolume: '        36'
issue: 3-4
keyword:
- Ambient assisted living
- anomaly detection
- Internet of Things
- Explainable AI
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/article/10.1007/s13218-022-00775-5
oa: '1'
page: 259-266
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: KI - Künstliche Intelligenz
publication_identifier:
  eissn:
  - 1610-1987
  issn:
  - 0933-1875
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: A Framework for Learning Event Sequences and Explaining Detected Anomalies
  in a Smart Home Environment
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
urn: urn:nbn:de:hbz:bi10-22981
user_id: '220548'
volume: 36
year: '2022'
...