[{"tmp":{"short":"CC BY-SA (4.0)","legal_code_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","name":"Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0)","image":"/images/cc_by_sa.png"},"oa":"1","has_accepted_license":"1","project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"main_file_link":[{"open_access":"1"}],"corporate_editor":["Gesellschaft für Informatik e.V."],"publication_status":"epub_ahead","issue":"366","urn":"urn:nbn:de:hbz:bi10-62353","keyword":["Machine Learning","Computer Vision","Instance Segmentation","CNNs","YOLACT","Data Augmentation","Waste Classification","Trash Detection","Biowaste Analysis"],"place":"Bonn","author":[{"last_name":"Sangel","full_name":"Sangel, Marius","id":"243822","first_name":"Marius"},{"first_name":"Emilia","full_name":"Bensch, Emilia","last_name":"Bensch"},{"last_name":"Brandt-Pook","orcid":"0009-0002-6668-2684","full_name":"Brandt-Pook, Hans","first_name":"Hans","id":"206531","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-6668-2684/work/194297832"},{"last_name":"Röllke","full_name":"Röllke, Timo","first_name":"Timo"},{"full_name":"Markworth, Cedric","last_name":"Markworth","first_name":"Cedric"}],"citation":{"ama":"Sangel M, Bensch E, Brandt-Pook H, Röllke T, Markworth C. Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES. In: Gesellschaft für Informatik e.V., ed. <i>INFORMATIK 2025</i>. Bonn; 2025:1363-1371. doi:<a href=\"https://doi.org/10.18420/INF2025_121\">10.18420/INF2025_121</a>","mla":"Sangel, Marius, et al. “Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES.” <i>INFORMATIK 2025</i>, edited by Gesellschaft für Informatik e.V., no. 366, 2025, pp. 1363–71, doi:<a href=\"https://doi.org/10.18420/INF2025_121\">10.18420/INF2025_121</a>.","short":"M. Sangel, E. Bensch, H. Brandt-Pook, T. Röllke, C. Markworth, in: Gesellschaft für Informatik e.V. (Ed.), INFORMATIK 2025, Bonn, 2025, pp. 1363–1371.","chicago":"Sangel, Marius, Emilia Bensch, Hans Brandt-Pook, Timo Röllke, and Cedric Markworth. “Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES.” In <i>INFORMATIK 2025</i>, edited by Gesellschaft für Informatik e.V., 1363–71. Bonn, 2025. <a href=\"https://doi.org/10.18420/INF2025_121\">https://doi.org/10.18420/INF2025_121</a>.","apa":"Sangel, M., Bensch, E., Brandt-Pook, H., Röllke, T., &#38; Markworth, C. (2025). Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES. In Gesellschaft für Informatik e.V. (Ed.), <i>INFORMATIK 2025</i> (pp. 1363–1371). Bonn. <a href=\"https://doi.org/10.18420/INF2025_121\">https://doi.org/10.18420/INF2025_121</a>","bibtex":"@inproceedings{Sangel_Bensch_Brandt-Pook_Röllke_Markworth_2025, place={Bonn}, title={Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES}, DOI={<a href=\"https://doi.org/10.18420/INF2025_121\">10.18420/INF2025_121</a>}, number={366}, booktitle={INFORMATIK 2025}, author={Sangel, Marius and Bensch, Emilia and Brandt-Pook, Hans and Röllke, Timo and Markworth, Cedric}, editor={Gesellschaft für Informatik e.V.Editor}, year={2025}, pages={1363–1371} }","alphadin":"<span style=\"font-variant:small-caps;\">Sangel, Marius</span> ; <span style=\"font-variant:small-caps;\">Bensch, Emilia</span> ; <span style=\"font-variant:small-caps;\">Brandt-Pook, Hans</span> ; <span style=\"font-variant:small-caps;\">Röllke, Timo</span> ; <span style=\"font-variant:small-caps;\">Markworth, Cedric</span>: Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES. In: <span style=\"font-variant:small-caps;\">Gesellschaft für Informatik e.V.</span> (Hrsg.): <i>INFORMATIK 2025</i>. Bonn, 2025, S. 1363–1371","ieee":"M. Sangel, E. Bensch, H. Brandt-Pook, T. Röllke, and C. Markworth, “Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES,” in <i>INFORMATIK 2025</i>, Potsdam, 2025, no. 366, pp. 1363–1371."},"date_updated":"2026-03-17T15:29:27Z","_id":"6235","language":[{"iso":"ger"}],"quality_controlled":"1","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"file_date_updated":"2025-10-15T07:02:12Z","title":"Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES","date_created":"2025-10-15T07:05:27Z","publication_identifier":{"unknown":["2944-7682"]},"type":"conference","file":[{"date_updated":"2025-10-15T07:02:12Z","success":1,"date_created":"2025-10-15T07:02:12Z","creator":"msangel1","file_size":14374281,"file_name":"Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen Ansätze und Ergebnisse aus dem Projekt TRACES.pdf","content_type":"application/pdf","relation":"main_file","file_id":"6236","access_level":"open_access"}],"user_id":"243822","publication":"INFORMATIK 2025","conference":{"name":"INFORMATIKFESTIVAL 2025","location":"Potsdam","end_date":"2025-09-19","start_date":"2025-09-16"},"status":"public","doi":"10.18420/INF2025_121","page":"1363-1371","year":"2025"},{"author":[{"id":"218388","first_name":"Marvin","last_name":"Schöne","full_name":"Schöne, Marvin"},{"first_name":"Bjarne","id":"252434","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880864","orcid":"0000-0002-8362-5369","full_name":"Jaster, Bjarne","last_name":"Jaster"},{"last_name":"Bültemeier","full_name":"Bültemeier, Julian","first_name":"Julian"},{"first_name":"Justus","full_name":"Kösters, Justus","last_name":"Kösters"},{"full_name":"Holst, Christoph-Alexander","last_name":"Holst","first_name":"Christoph-Alexander"},{"orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","last_name":"Kohlhase","first_name":"Martin","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880865","id":"226669"}],"citation":{"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.","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","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>","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} }","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.","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>.","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>"},"status":"public","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)"},"doi":"10.57720/6049","date_updated":"2026-03-17T15:29:25Z","page":"1-9","publisher":"IEEE","_id":"6049","year":"2025","language":[{"iso":"eng"}],"quality_controlled":"1","related_material":{"link":[{"description":"This is the original article published by IEEE. Available online: 10.1109/CITREx64975.2025.10974940.","relation":"earlier_version","url":"10.1109/CITREx64975.2025.10974940"}]},"date_created":"2025-07-10T06:20:36Z","title":"Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit","file_date_updated":"2025-07-10T06:30:41Z","has_accepted_license":"1","oa":"1","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"publication_identifier":{"eisbn":["979-8-3315-2015-1"]},"type":"conference","file":[{"access_level":"open_access","relation":"main_file","file_id":"6050","file_name":"Secondary Publication, Schöne et al, 2025, Active_Learning_with_GUIDE.pdf","file_size":2379084,"content_type":"application/pdf","success":1,"date_updated":"2025-07-10T06:30:41Z","date_created":"2025-07-10T06:30:41Z","creator":"kwerth"}],"corporate_editor":["IEEE"],"user_id":"263827","urn":"urn:nbn:de:hbz:bi10-60491","keyword":["Interpretability","Classification","Pool-based Active Learning","Decision Trees"],"publication_status":"published","publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)"},{"language":[{"iso":"eng"}],"year":"2025","_id":"5904","conference":{"name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","location":"Trondheim, Norway","start_date":"2025-03-17","end_date":"2025-03-20"},"status":"public","author":[{"first_name":"Marvin","id":"218388","full_name":"Schöne, Marvin","last_name":"Schöne"},{"orcid":"0000-0002-8362-5369","full_name":"Jaster, Bjarne","last_name":"Jaster","first_name":"Bjarne","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/204125762","id":"252434"},{"first_name":"Julian","full_name":"Bültemeier, Julian","last_name":"Bültemeier"},{"first_name":"Justus","last_name":"Kösters","full_name":"Kösters, Justus"},{"full_name":"Holst, Christoph-Alexander","last_name":"Holst","first_name":"Christoph-Alexander"},{"first_name":"Martin","id":"226669","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/204125763","orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","last_name":"Kohlhase"}],"citation":{"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","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>","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} }","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.","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>."},"page":"1-9","publisher":"IEEE","date_updated":"2026-03-17T15:29:23Z","doi":"10.1109/CITREx64975.2025.10974940","user_id":"237837","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10974940"}],"corporate_editor":["IEEE"],"publication_identifier":{"eisbn":["979-8-3315-2015-1"]},"type":"conference","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"],"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"}]
