{"type":"journal_article","user_id":"220548","publication":"Preprint","publication_status":"published","title":"LLM-Augmented Change Point Detection: A Methodological Framework for Ensemble Detection and Automated Explanation","date_created":"2026-06-01T14:04:53Z","year":"2026","_id":"6960","language":[{"iso":"eng"}],"citation":{"short":"F. Lukassen, C. Weisser, M. Schlee, M. Kumar, A. Thielmann, B. Säfken, T. Kneib, A. Silbersdorff, Preprint (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>.","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>","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>.","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.","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} }","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>","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)"},"author":[{"first_name":"Fabian","last_name":"Lukassen","full_name":"Lukassen, Fabian"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498625","id":"264138","first_name":"Christoph","last_name":"Weisser","full_name":"Weisser, Christoph","orcid":"0000-0003-0616-1027"},{"full_name":"Schlee, Michael","last_name":"Schlee","first_name":"Michael"},{"full_name":"Kumar, Manish","last_name":"Kumar","first_name":"Manish"},{"first_name":"Anton","last_name":"Thielmann","full_name":"Thielmann, Anton"},{"first_name":"Benjamin","last_name":"Säfken","full_name":"Säfken, Benjamin"},{"full_name":"Kneib, Thomas","last_name":"Kneib","first_name":"Thomas"},{"first_name":"Alexander","last_name":"Silbersdorff","full_name":"Silbersdorff, Alexander"}],"status":"public","doi":"10.48550/arXiv.2601.02957","publisher":"Arxiv","date_updated":"2026-06-02T13:36:39Z"}