[{"publication_status":"published","publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","keyword":["Interpretability","Classification","Pool-based Active Learning","Decision Trees"],"urn":"urn:nbn:de:hbz:bi10-60491","file":[{"content_type":"application/pdf","file_size":2379084,"file_name":"Secondary Publication, Schöne et al, 2025, Active_Learning_with_GUIDE.pdf","creator":"kwerth","date_created":"2025-07-10T06:30:41Z","success":1,"date_updated":"2025-07-10T06:30:41Z","access_level":"open_access","file_id":"6050","relation":"main_file"}],"publication_identifier":{"eisbn":["979-8-3315-2015-1"]},"type":"conference","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"oa":"1","has_accepted_license":"1","user_id":"263827","corporate_editor":["IEEE"],"title":"Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit","file_date_updated":"2025-07-10T06:30:41Z","date_created":"2025-07-10T06:20:36Z","related_material":{"link":[{"url":"10.1109/CITREx64975.2025.10974940","relation":"earlier_version","description":"This is the original article published by IEEE. Available online: 10.1109/CITREx64975.2025.10974940."}]},"quality_controlled":"1","year":"2025","_id":"6049","language":[{"iso":"eng"}],"doi":"10.57720/6049","page":"1-9","publisher":"IEEE","date_updated":"2026-03-17T15:29:25Z","author":[{"first_name":"Marvin","id":"218388","full_name":"Schöne, Marvin","last_name":"Schöne"},{"first_name":"Bjarne","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880864","id":"252434","orcid":"0000-0002-8362-5369","full_name":"Jaster, Bjarne","last_name":"Jaster"},{"full_name":"Bültemeier, Julian","last_name":"Bültemeier","first_name":"Julian"},{"last_name":"Kösters","full_name":"Kösters, Justus","first_name":"Justus"},{"first_name":"Christoph-Alexander","full_name":"Holst, Christoph-Alexander","last_name":"Holst"},{"full_name":"Kohlhase, Martin","orcid":"0009-0002-9374-0720","last_name":"Kohlhase","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880865","id":"226669","first_name":"Martin"}],"citation":{"ama":"Schöne M, Jaster B, Bültemeier J, Kösters J, Holst C-A, Kohlhase M. Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>. IEEE; 2025:1-9. doi:<a href=\"https://doi.org/10.57720/6049\">10.57720/6049</a>","mla":"Schöne, Marvin, et al. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by IEEE, IEEE, 2025, pp. 1–9, doi:<a href=\"https://doi.org/10.57720/6049\">10.57720/6049</a>.","chicago":"Schöne, Marvin, Bjarne Jaster, Julian Bültemeier, Justus Kösters, Christoph-Alexander Holst, and Martin Kohlhase. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” In <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by IEEE, 1–9. IEEE, 2025. <a href=\"https://doi.org/10.57720/6049\">https://doi.org/10.57720/6049</a>.","short":"M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), IEEE, 2025, pp. 1–9.","bibtex":"@inproceedings{Schöne_Jaster_Bültemeier_Kösters_Holst_Kohlhase_2025, title={Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit}, DOI={<a href=\"https://doi.org/10.57720/6049\">10.57720/6049</a>}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)}, publisher={IEEE}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–9} }","apa":"Schöne, M., Jaster, B., Bültemeier, J., Kösters, J., Holst, C.-A., &#38; Kohlhase, M. (2025). Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In IEEE (Ed.), <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> (pp. 1–9). Trondheim, Norway: IEEE. <a href=\"https://doi.org/10.57720/6049\">https://doi.org/10.57720/6049</a>","alphadin":"<span style=\"font-variant:small-caps;\">Schöne, Marvin</span> ; <span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Bültemeier, Julian</span> ; <span style=\"font-variant:small-caps;\">Kösters, Justus</span> ; <span style=\"font-variant:small-caps;\">Holst, Christoph-Alexander</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> : IEEE, 2025, S. 1–9","ieee":"M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, and M. Kohlhase, “Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit,” in <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, Trondheim, Norway, 2025, pp. 1–9."},"conference":{"end_date":"2025-03-20","start_date":"2025-03-17","location":"Trondheim, Norway","name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)"},"status":"public"},{"conference":{"name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","location":"Trondheim, Norway","end_date":"2025-03-20","start_date":"2025-03-17"},"status":"public","author":[{"last_name":"Schöne","full_name":"Schöne, Marvin","id":"218388","first_name":"Marvin"},{"id":"252434","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/204125762","first_name":"Bjarne","full_name":"Jaster, Bjarne","orcid":"0000-0002-8362-5369","last_name":"Jaster"},{"full_name":"Bültemeier, Julian","last_name":"Bültemeier","first_name":"Julian"},{"first_name":"Justus","last_name":"Kösters","full_name":"Kösters, Justus"},{"first_name":"Christoph-Alexander","full_name":"Holst, Christoph-Alexander","last_name":"Holst"},{"first_name":"Martin","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/204125763","id":"226669","last_name":"Kohlhase","orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin"}],"citation":{"mla":"Schöne, Marvin, et al. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by IEEE, IEEE, 2025, pp. 1–9, doi:<a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">10.1109/CITREx64975.2025.10974940</a>.","ama":"Schöne M, Jaster B, Bültemeier J, Kösters J, Holst C-A, Kohlhase M. Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>. IEEE; 2025:1-9. doi:<a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">10.1109/CITREx64975.2025.10974940</a>","short":"M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), IEEE, 2025, pp. 1–9.","chicago":"Schöne, Marvin, Bjarne Jaster, Julian Bültemeier, Justus Kösters, Christoph-Alexander Holst, and Martin Kohlhase. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” In <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by IEEE, 1–9. IEEE, 2025. <a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">https://doi.org/10.1109/CITREx64975.2025.10974940</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schöne, Marvin</span> ; <span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Bültemeier, Julian</span> ; <span style=\"font-variant:small-caps;\">Kösters, Justus</span> ; <span style=\"font-variant:small-caps;\">Holst, Christoph-Alexander</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> : IEEE, 2025, S. 1–9","bibtex":"@inproceedings{Schöne_Jaster_Bültemeier_Kösters_Holst_Kohlhase_2025, title={Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit}, DOI={<a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">10.1109/CITREx64975.2025.10974940</a>}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)}, publisher={IEEE}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–9} }","apa":"Schöne, M., Jaster, B., Bültemeier, J., Kösters, J., Holst, C.-A., &#38; Kohlhase, M. (2025). Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In IEEE (Ed.), <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> (pp. 1–9). Trondheim, Norway: IEEE. <a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">https://doi.org/10.1109/CITREx64975.2025.10974940</a>","ieee":"M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, and M. Kohlhase, “Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit,” in <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, Trondheim, Norway, 2025, pp. 1–9."},"page":"1-9","publisher":"IEEE","date_updated":"2026-03-17T15:29:23Z","doi":"10.1109/CITREx64975.2025.10974940","language":[{"iso":"eng"}],"year":"2025","_id":"5904","quality_controlled":"1","title":"Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit","date_created":"2025-04-29T13:20:58Z","user_id":"237837","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10974940"}],"corporate_editor":["IEEE"],"type":"conference","publication_identifier":{"eisbn":["979-8-3315-2015-1"]},"project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","publication_status":"published","keyword":["Interpretability","Classification","Pool-based Active Learning","Decision Trees"]}]