---
_id: '6960'
author:
- first_name: Fabian
  full_name: Lukassen, Fabian
  last_name: Lukassen
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498625
- first_name: Michael
  full_name: Schlee, Michael
  last_name: Schlee
- first_name: Manish
  full_name: Kumar, Manish
  last_name: Kumar
- first_name: Anton
  full_name: Thielmann, Anton
  last_name: Thielmann
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
- first_name: Alexander
  full_name: Silbersdorff, Alexander
  last_name: Silbersdorff
citation:
  alphadin: '<span style="font-variant:small-caps;">Lukassen, Fabian</span> ; <span
    style="font-variant:small-caps;">Weisser, Christoph</span> ; <span style="font-variant:small-caps;">Schlee,
    Michael</span> ; <span style="font-variant:small-caps;">Kumar, Manish</span> ;
    <span style="font-variant:small-caps;">Thielmann, Anton</span> ; <span style="font-variant:small-caps;">Säfken,
    Benjamin</span> ; <span style="font-variant:small-caps;">Kneib, Thomas</span>
    ; <span style="font-variant:small-caps;">Silbersdorff, Alexander</span>: LLM-Augmented
    Change Point Detection: A Methodological Framework for Ensemble Detection and
    Automated Explanation. In: <i>Preprint</i>, Arxiv (2026)'
  ama: 'Lukassen F, Weisser C, Schlee M, et al. LLM-Augmented Change Point Detection:
    A Methodological Framework for Ensemble Detection and Automated Explanation. <i>Preprint</i>.
    2026. doi:<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>'
  apa: 'Lukassen, F., Weisser, C., Schlee, M., Kumar, M., Thielmann, A., Säfken, B.,
    … Silbersdorff, A. (2026). LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation. <i>Preprint</i>. <a
    href="https://doi.org/10.48550/arXiv.2601.02957">https://doi.org/10.48550/arXiv.2601.02957</a>'
  bibtex: '@article{Lukassen_Weisser_Schlee_Kumar_Thielmann_Säfken_Kneib_Silbersdorff_2026,
    title={LLM-Augmented Change Point Detection: A Methodological Framework for Ensemble
    Detection and Automated Explanation}, DOI={<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>},
    journal={Preprint}, publisher={Arxiv}, author={Lukassen, Fabian and Weisser, Christoph
    and Schlee, Michael and Kumar, Manish and Thielmann, Anton and Säfken, Benjamin
    and Kneib, Thomas and Silbersdorff, Alexander}, year={2026} }'
  chicago: 'Lukassen, Fabian, Christoph Weisser, Michael Schlee, Manish Kumar, Anton
    Thielmann, Benjamin Säfken, Thomas Kneib, and Alexander Silbersdorff. “LLM-Augmented
    Change Point Detection: A Methodological Framework for Ensemble Detection and
    Automated Explanation.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2601.02957">https://doi.org/10.48550/arXiv.2601.02957</a>.'
  ieee: 'F. Lukassen <i>et al.</i>, “LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation,” <i>Preprint</i>,
    2026.'
  mla: 'Lukassen, Fabian, et al. “LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation.” <i>Preprint</i>,
    Arxiv, 2026, doi:<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>.'
  short: F. Lukassen, C. Weisser, M. Schlee, M. Kumar, A. Thielmann, B. Säfken, T.
    Kneib, A. Silbersdorff, Preprint (2026).
date_created: 2026-06-01T14:04:53Z
date_updated: 2026-06-02T13:36:39Z
doi: 10.48550/arXiv.2601.02957
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'LLM-Augmented Change Point Detection: A Methodological Framework for Ensemble
  Detection and Automated Explanation'
type: journal_article
user_id: '220548'
year: '2026'
...