[{"publisher":"Otto von Guericke University Library, Magdeburg, Germany","editor":[{"full_name":"Behrendt, Fabian","first_name":"Fabian","last_name":"Behrendt"},{"full_name":"Zadek, Hartmut","first_name":"Hartmut","last_name":"Zadek"},{"first_name":"Jettarat","last_name":"Janmontree","full_name":"Janmontree, Jettarat"},{"last_name":"Trojahn","first_name":"Sebastian","full_name":"Trojahn, Sebastian"},{"last_name":"Lang","first_name":"Sebastian","full_name":"Lang, Sebastian"}],"title":"Smart data adapter: A hybrid pattern-LLM approach","_id":"7068","year":"2026","doi":"10.25673/123544","user_id":"220548","main_file_link":[{"url":"https://opendata.uni-halle.de/bitstream/1981185920/125478/1/DW16_Smart%20Data%20Adapter%20A%20Hybrid%20Pattern-LLM%20Approach.pdf"}],"department":[{"_id":"103"}],"author":[{"first_name":"Lina","last_name":"Döring","orcid":"0009-0000-3555-4183","full_name":"Döring, Lina","id":"231689","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-3555-4183/work/221016189"},{"first_name":"Sebastian","last_name":"Trojahn","full_name":"Trojahn, Sebastian"},{"id":"223271","first_name":"Pascal","last_name":"Reusch","full_name":"Reusch, Pascal"}],"keyword":["Semantic Data Type Detection","DigitalTwin","Manufacturing SMEs","Zero-shot Learning","Hybrid AI","LLM"],"date_updated":"2026-07-20T08:11:01Z","publication_status":"published","quality_controlled":"1","citation":{"ama":"Döring L, Trojahn S, Reusch P. Smart data adapter: A hybrid pattern-LLM approach. In: Behrendt F, Zadek H, Janmontree J, Trojahn S, Lang S, eds. 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management. Otto von Guericke University Library, Magdeburg, Germany; 2026. doi:10.25673/123544","short":"L. Döring, S. Trojahn, P. Reusch, in: F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, 2026.","ieee":"L. Döring, S. Trojahn, and P. Reusch, “Smart data adapter: A hybrid pattern-LLM approach,” in 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Magdeburg, 2026.","alphadin":"Döring, Lina ; Trojahn, Sebastian ; Reusch, Pascal: Smart data adapter: A hybrid pattern-LLM approach. In: Behrendt, F. ; Zadek, H. ; Janmontree, J. ; Trojahn, S. ; Lang, S. (Hrsg.): 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management : Otto von Guericke University Library, Magdeburg, Germany, 2026","apa":"Döring, L., Trojahn, S., & Reusch, P. (2026). Smart data adapter: A hybrid pattern-LLM approach. In F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, & S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. https://doi.org/10.25673/123544","mla":"Döring, Lina, et al. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, edited by Fabian Behrendt et al., Otto von Guericke University Library, Magdeburg, Germany, 2026, doi:10.25673/123544.","chicago":"Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” In 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, edited by Fabian Behrendt, Hartmut Zadek, Jettarat Janmontree, Sebastian Trojahn, and Sebastian Lang. Otto von Guericke University Library, Magdeburg, Germany, 2026. https://doi.org/10.25673/123544.","bibtex":"@inproceedings{Döring_Trojahn_Reusch_2026, title={Smart data adapter: A hybrid pattern-LLM approach}, DOI={10.25673/123544}, booktitle={19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management}, publisher={Otto von Guericke University Library, Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal}, editor={Behrendt, Fabian and Zadek, Hartmut and Janmontree, Jettarat and Trojahn, Sebastian and Lang, SebastianEditors}, year={2026} }"},"project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"conference":{"name":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","start_date":"2026-06-15","end_date":"2026-06-16","location":"Magdeburg"},"date_created":"2026-07-16T18:51:32Z","status":"public","type":"conference","language":[{"iso":"eng"}],"publication":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","abstract":[{"text":"Adopting digital twin technologies in small andmedium-sized enterprises (SMEs) is often hinderedby heterogeneous, poorly documented productiondata. Current semantic type detection approachesrequire massive labeled datasets making themimpractical for resource-constrained SMEs. Wepropose a zero-shot hybrid framework combiningpattern-based classification with selective largelanguage model (LLM) reasoning formanufacturing-specific data types. The two-stagearchitecture uses rule-based patterns for high-confidence cases, forwarding ambiguous columnsto a multi-step LLM reasoner. Evaluation on fourmanufacturing datasets shows the hybrid approachachieves weighted F1 within 7 24 percentagepoints of pure LLM classification performancewhile reducing LLM invocations by 39% onaverage. Processing time decreased by up to 2.8×.Our framework addresses a critical gap: automated,computationally efficient data type recognition formanufacturing SMEs without requiring trainingdata, contributing to automated simulation anddigital twin construction.","lang":"eng"}]},{"place":"Bonn","citation":{"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={10.18420/INF2025_121}, 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} }","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 INFORMATIK 2025, edited by Gesellschaft für Informatik e.V., 1363–71. Bonn, 2025. https://doi.org/10.18420/INF2025_121.","mla":"Sangel, Marius, et al. “Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES.” INFORMATIK 2025, edited by Gesellschaft für Informatik e.V., no. 366, 2025, pp. 1363–71, doi:10.18420/INF2025_121.","alphadin":"Sangel, Marius ; Bensch, Emilia ; Brandt-Pook, Hans ; Röllke, Timo ; Markworth, Cedric: Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES. In: Gesellschaft für Informatik e.V. (Hrsg.): INFORMATIK 2025. Bonn, 2025, S. 1363–1371","apa":"Sangel, M., Bensch, E., Brandt-Pook, H., Röllke, T., & 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.), INFORMATIK 2025 (pp. 1363–1371). Bonn. https://doi.org/10.18420/INF2025_121","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 INFORMATIK 2025, Potsdam, 2025, no. 366, pp. 1363–1371.","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.","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. INFORMATIK 2025. Bonn; 2025:1363-1371. doi:10.18420/INF2025_121"},"quality_controlled":"1","project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"has_accepted_license":"1","date_created":"2025-10-15T07:05:27Z","oa":"1","language":[{"iso":"ger"}],"publication":"INFORMATIK 2025","type":"conference","publication_identifier":{"unknown":["2944-7682"]},"page":"1363-1371","tmp":{"short":"CC BY-SA (4.0)","image":"/images/cc_by_sa.png","name":"Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0)","legal_code_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode"},"title":"Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES","_id":"6235","file_date_updated":"2025-10-15T07:02:12Z","year":"2025","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"date_updated":"2026-03-17T15:29:27Z","publication_status":"epub_ahead","author":[{"id":"243822","full_name":"Sangel, Marius","first_name":"Marius","last_name":"Sangel"},{"full_name":"Bensch, Emilia","last_name":"Bensch","first_name":"Emilia"},{"id":"206531","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-6668-2684/work/194297832","last_name":"Brandt-Pook","first_name":"Hans","orcid":"0009-0002-6668-2684","full_name":"Brandt-Pook, Hans"},{"full_name":"Röllke, Timo","last_name":"Röllke","first_name":"Timo"},{"first_name":"Cedric","last_name":"Markworth","full_name":"Markworth, Cedric"}],"keyword":["Machine Learning","Computer Vision","Instance Segmentation","CNNs","YOLACT","Data Augmentation","Waste Classification","Trash Detection","Biowaste Analysis"],"file":[{"success":1,"access_level":"open_access","date_updated":"2025-10-15T07:02:12Z","content_type":"application/pdf","creator":"msangel1","file_name":"Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen Ansätze und Ergebnisse aus dem Projekt TRACES.pdf","file_size":14374281,"relation":"main_file","file_id":"6236","date_created":"2025-10-15T07:02:12Z"}],"conference":{"location":"Potsdam","end_date":"2025-09-19","name":"INFORMATIKFESTIVAL 2025","start_date":"2025-09-16"},"status":"public","issue":"366","urn":"urn:nbn:de:hbz:bi10-62353","user_id":"243822","corporate_editor":["Gesellschaft für Informatik e.V."],"doi":"10.18420/INF2025_121","main_file_link":[{"open_access":"1"}]},{"corporate_editor":["IEEE"],"user_id":"263827","year":"2025","doi":"10.1109/CITRExCompanion65208.2025.10981492","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10981492"}],"publication_status":"published","date_updated":"2026-03-17T15:29:25Z","author":[{"id":"252434","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880018","first_name":"Bjarne","last_name":"Jaster","full_name":"Jaster, Bjarne","orcid":"0000-0002-8362-5369"},{"orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","first_name":"Martin","last_name":"Kohlhase","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880020","id":"226669"}],"keyword":["Active Learning","Trustworthiness","Evaluation-methods"],"page":"1-5","publisher":"IEEE","related_material":{"record":[{"id":"6045","relation":"later_version","status":"public"}]},"title":"Trust Issues in Active Learning and Their Impact on Real-World Applications","_id":"5905","status":"public","type":"conference","publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)","language":[{"iso":"eng"}],"publication_identifier":{"eisbn":["979-8-3315-1972-8"]},"citation":{"chicago":"Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their Impact on Real-World Applications.” In 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), edited by IEEE, 1–5. IEEE, 2025. https://doi.org/10.1109/CITRExCompanion65208.2025.10981492.","bibtex":"@inproceedings{Jaster_Kohlhase_2025, title={Trust Issues in Active Learning and Their Impact on Real-World Applications}, DOI={10.1109/CITRExCompanion65208.2025.10981492}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)}, publisher={IEEE}, author={Jaster, Bjarne and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–5} }","mla":"Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their Impact on Real-World Applications.” 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), edited by IEEE, IEEE, 2025, pp. 1–5, doi:10.1109/CITRExCompanion65208.2025.10981492.","apa":"Jaster, B., & Kohlhase, M. (2025). Trust Issues in Active Learning and Their Impact on Real-World Applications. In IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion) (pp. 1–5). Trondheim, Norway: IEEE. https://doi.org/10.1109/CITRExCompanion65208.2025.10981492","alphadin":"Jaster, Bjarne ; Kohlhase, Martin: Trust Issues in Active Learning and Their Impact on Real-World Applications. In: IEEE (Hrsg.): 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion) : IEEE, 2025, S. 1–5","ieee":"B. Jaster and M. Kohlhase, “Trust Issues in Active Learning and Their Impact on Real-World Applications,” in 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), Trondheim, Norway, 2025, pp. 1–5.","short":"B. Jaster, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), IEEE, 2025, pp. 1–5.","ama":"Jaster B, Kohlhase M. Trust Issues in Active Learning and Their Impact on Real-World Applications. In: IEEE, ed. 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion). IEEE; 2025:1-5. doi:10.1109/CITRExCompanion65208.2025.10981492"},"quality_controlled":"1","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"conference":{"end_date":"2025-03-20","name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)","start_date":"2025-03-17","location":"Trondheim, Norway"},"date_created":"2025-05-05T11:39:04Z"},{"page":"1-5","publisher":"IEEE","urn":"urn:nbn:de:hbz:bi10-60457","related_material":{"record":[{"relation":"earlier_version","status":"public","id":"5905"}],"link":[{"url":"10.1109/CITRExCompanion65208.2025.10981492","description":"This is the original article published by IEEE. Available online: 10.1109/CITRExCompanion65208.2025.10981492","relation":"confirmation"}]},"title":"Trust Issues in Active Learning and Their Impact on Real-World Applications","_id":"6045","user_id":"263827","corporate_editor":["IEEE"],"file_date_updated":"2025-07-10T06:16:33Z","doi":"10.57720/6045","year":"2025","date_updated":"2026-03-17T15:29:25Z","publication_status":"published","keyword":["Active Learning","Trustworthiness","Evaluation-methods"],"author":[{"full_name":"Jaster, Bjarne","orcid":"0000-0002-8362-5369","first_name":"Bjarne","last_name":"Jaster","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880542","id":"252434"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880544","id":"226669","full_name":"Kohlhase, Martin","orcid":"0009-0002-9374-0720","first_name":"Martin","last_name":"Kohlhase"}],"citation":{"ieee":"B. Jaster and M. Kohlhase, “Trust Issues in Active Learning and Their Impact on Real-World Applications,” in 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), Trondheim, Norway, 2025, pp. 1–5.","alphadin":"Jaster, Bjarne ; Kohlhase, Martin: Trust Issues in Active Learning and Their Impact on Real-World Applications. In: IEEE (Hrsg.): 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion) : IEEE, 2025, S. 1–5","apa":"Jaster, B., & Kohlhase, M. (2025). Trust Issues in Active Learning and Their Impact on Real-World Applications. In IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion) (pp. 1–5). Trondheim, Norway: IEEE. https://doi.org/10.57720/6045","ama":"Jaster B, Kohlhase M. Trust Issues in Active Learning and Their Impact on Real-World Applications. In: IEEE, ed. 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion). IEEE; 2025:1-5. doi:10.57720/6045","short":"B. Jaster, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), IEEE, 2025, pp. 1–5.","bibtex":"@inproceedings{Jaster_Kohlhase_2025, title={Trust Issues in Active Learning and Their Impact on Real-World Applications}, DOI={10.57720/6045}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)}, publisher={IEEE}, author={Jaster, Bjarne and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–5} }","chicago":"Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their Impact on Real-World Applications.” In 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), edited by IEEE, 1–5. IEEE, 2025. https://doi.org/10.57720/6045.","mla":"Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their Impact on Real-World Applications.” 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), edited by IEEE, IEEE, 2025, pp. 1–5, doi:10.57720/6045."},"quality_controlled":"1","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"has_accepted_license":"1","file":[{"access_level":"open_access","content_type":"application/pdf","date_updated":"2025-07-10T06:16:33Z","success":1,"date_created":"2025-07-10T06:16:33Z","file_id":"6048","file_size":1256254,"file_name":"Secondary Publication, Jaster et al, 2025, Active_Learning_in_Practice.pdf","creator":"kwerth","relation":"main_file"}],"conference":{"location":"Trondheim, Norway","end_date":"2025-03-20","name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)","start_date":"2025-03-17"},"date_created":"2025-07-10T05:52:35Z","oa":"1","status":"public","language":[{"iso":"eng"}],"publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)","type":"conference","publication_identifier":{"eisbn":["979-8-3315-1972-8"]}},{"file_date_updated":"2025-07-10T06:30:41Z","corporate_editor":["IEEE"],"user_id":"263827","doi":"10.57720/6049","year":"2025","publication_status":"published","date_updated":"2026-03-17T15:29:25Z","author":[{"full_name":"Schöne, Marvin","first_name":"Marvin","last_name":"Schöne","id":"218388"},{"last_name":"Jaster","first_name":"Bjarne","full_name":"Jaster, Bjarne","orcid":"0000-0002-8362-5369","id":"252434","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880864"},{"first_name":"Julian","last_name":"Bültemeier","full_name":"Bültemeier, Julian"},{"full_name":"Kösters, Justus","first_name":"Justus","last_name":"Kösters"},{"full_name":"Holst, Christoph-Alexander","last_name":"Holst","first_name":"Christoph-Alexander"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880865","id":"226669","orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","first_name":"Martin","last_name":"Kohlhase"}],"keyword":["Interpretability","Classification","Pool-based Active Learning","Decision Trees"],"related_material":{"link":[{"relation":"earlier_version","url":"10.1109/CITREx64975.2025.10974940","description":"This is the original article published by IEEE. Available online: 10.1109/CITREx64975.2025.10974940."}]},"page":"1-9","urn":"urn:nbn:de:hbz:bi10-60491","publisher":"IEEE","title":"Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit","_id":"6049","oa":"1","status":"public","publication_identifier":{"eisbn":["979-8-3315-2015-1"]},"language":[{"iso":"eng"}],"publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","type":"conference","project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"has_accepted_license":"1","file":[{"access_level":"open_access","content_type":"application/pdf","date_updated":"2025-07-10T06:30:41Z","success":1,"date_created":"2025-07-10T06:30:41Z","file_id":"6050","file_size":2379084,"file_name":"Secondary Publication, Schöne et al, 2025, Active_Learning_with_GUIDE.pdf","creator":"kwerth","relation":"main_file"}],"citation":{"mla":"Schöne, Marvin, et al. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), edited by IEEE, IEEE, 2025, pp. 1–9, doi:10.57720/6049.","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 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), edited by IEEE, 1–9. IEEE, 2025. https://doi.org/10.57720/6049.","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={10.57720/6049}, 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} }","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.","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. 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx). IEEE; 2025:1-9. doi:10.57720/6049","alphadin":"Schöne, Marvin ; Jaster, Bjarne ; Bültemeier, Julian ; Kösters, Justus ; Holst, Christoph-Alexander ; Kohlhase, Martin: Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: IEEE (Hrsg.): 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx) : IEEE, 2025, S. 1–9","apa":"Schöne, M., Jaster, B., Bültemeier, J., Kösters, J., Holst, C.-A., & Kohlhase, M. (2025). Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx) (pp. 1–9). Trondheim, Norway: IEEE. https://doi.org/10.57720/6049","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 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), Trondheim, Norway, 2025, pp. 1–9."},"quality_controlled":"1","conference":{"location":"Trondheim, Norway","start_date":"2025-03-17","name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","end_date":"2025-03-20"},"date_created":"2025-07-10T06:20:36Z"},{"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10974940"}],"keyword":["Interpretability","Classification","Pool-based Active Learning","Decision Trees"],"author":[{"id":"218388","full_name":"Schöne, Marvin","first_name":"Marvin","last_name":"Schöne"},{"full_name":"Jaster, Bjarne","orcid":"0000-0002-8362-5369","first_name":"Bjarne","last_name":"Jaster","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/204125762","id":"252434"},{"full_name":"Bültemeier, Julian","first_name":"Julian","last_name":"Bültemeier"},{"first_name":"Justus","last_name":"Kösters","full_name":"Kösters, Justus"},{"last_name":"Holst","first_name":"Christoph-Alexander","full_name":"Holst, Christoph-Alexander"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/204125763","id":"226669","orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","first_name":"Martin","last_name":"Kohlhase"}],"publication_status":"published","date_updated":"2026-03-17T15:29:23Z","doi":"10.1109/CITREx64975.2025.10974940","year":"2025","user_id":"237837","corporate_editor":["IEEE"],"title":"Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit","_id":"5904","publisher":"IEEE","page":"1-9","publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","language":[{"iso":"eng"}],"type":"conference","publication_identifier":{"eisbn":["979-8-3315-2015-1"]},"status":"public","date_created":"2025-04-29T13:20:58Z","conference":{"location":"Trondheim, Norway","start_date":"2025-03-17","name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","end_date":"2025-03-20"},"quality_controlled":"1","citation":{"apa":"Schöne, M., Jaster, B., Bültemeier, J., Kösters, J., Holst, C.-A., & Kohlhase, M. (2025). Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx) (pp. 1–9). Trondheim, Norway: IEEE. https://doi.org/10.1109/CITREx64975.2025.10974940","alphadin":"Schöne, Marvin ; Jaster, Bjarne ; Bültemeier, Julian ; Kösters, Justus ; Holst, Christoph-Alexander ; Kohlhase, Martin: Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: IEEE (Hrsg.): 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx) : 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 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), Trondheim, Norway, 2025, pp. 1–9.","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.","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. 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx). IEEE; 2025:1-9. doi:10.1109/CITREx64975.2025.10974940","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 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), edited by IEEE, 1–9. IEEE, 2025. https://doi.org/10.1109/CITREx64975.2025.10974940.","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={10.1109/CITREx64975.2025.10974940}, 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} }","mla":"Schöne, Marvin, et al. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), edited by IEEE, IEEE, 2025, pp. 1–9, doi:10.1109/CITREx64975.2025.10974940."},"project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}]},{"tmp":{"name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","short":"CC BY (4.0)"},"_id":"4392","title":"Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]","supervisor":[{"first_name":"Sebastian","last_name":"Trojahn","full_name":"Trojahn, Sebastian"}],"publisher":"Universitäts- und Landesbibliothek Sachsen-Anhalt","urn":"urn:nbn:de:hbz:bi10-43927","main_file_link":[{"open_access":"1","url":"http://dx.doi.org/10.25673/115290"}],"keyword":["Produktionsplanung und -steuerung","Operations Research","Machine Learning","Reinforcement Learning"],"author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/156390666","id":"243801","full_name":"Grumbach, Felix","orcid":"0000-0001-6348-7897","first_name":"Felix","last_name":"Grumbach"}],"date_updated":"2026-07-06T12:23:58Z","publication_status":"published","year":"2024","doi":"10.25673/115290","user_id":"33976","file_date_updated":"2024-03-14T11:32:13Z","date_created":"2024-03-14T11:32:15Z","place":"Bernburg","citation":{"mla":"Grumbach, Felix. Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024, doi:10.25673/115290.","bibtex":"@book{Grumbach_2024, place={Bernburg}, title={Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]}, DOI={10.25673/115290}, publisher={Universitäts- und Landesbibliothek Sachsen-Anhalt}, author={Grumbach, Felix}, year={2024} }","chicago":"Grumbach, Felix. Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024. https://doi.org/10.25673/115290.","ama":"Grumbach F. Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt; 2024. doi:10.25673/115290","short":"F. Grumbach, Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation], Universitäts- und Landesbibliothek Sachsen-Anhalt, Bernburg, 2024.","ieee":"F. Grumbach, Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024.","apa":"Grumbach, F. (2024). Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt. https://doi.org/10.25673/115290","alphadin":"Grumbach, Felix: Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg : Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024"},"file":[{"file_name":"Diss_FGrumbach_2024_Final.pdf","file_size":7859995,"creator":"fgrumbach1","relation":"main_file","date_created":"2024-03-14T11:32:13Z","file_id":"4393","success":1,"access_level":"open_access","content_type":"application/pdf","date_updated":"2024-03-14T11:32:13Z"}],"has_accepted_license":"1","language":[{"iso":"ger"}],"type":"dissertation","publication_identifier":{"eisbn":["978-3-96057-174-2"]},"status":"public","alternative_id":["5468"],"oa":"1"},{"citation":{"ieee":"F. Wiegraebe, M. Schönbeck, P. Wunderlich, A. Nauerth, and H. Dörksen, “KI-basiertes Unterstützungstool für pflegende Erwerbstätige,” Pflege und Gesellschaft, vol. 3, pp. 271–285, 2024.","alphadin":"Wiegraebe, Frauke ; Schönbeck, Marleen ; Wunderlich, Paul ; Nauerth, Annette ; Dörksen, Helene: KI-basiertes Unterstützungstool für pflegende Erwerbstätige. In: Pflege und Gesellschaft Bd. 3, BeltzJuventa (2024), S. 271–285","apa":"Wiegraebe, F., Schönbeck, M., Wunderlich, P., Nauerth, A., & Dörksen, H. (2024). KI-basiertes Unterstützungstool für pflegende Erwerbstätige. Pflege und Gesellschaft, 3, 271–285. https://doi.org/10.3262/P&G2403271","ama":"Wiegraebe F, Schönbeck M, Wunderlich P, Nauerth A, Dörksen H. KI-basiertes Unterstützungstool für pflegende Erwerbstätige. Pflege und Gesellschaft. 2024;3:271-285. doi:10.3262/P&G2403271","short":"F. Wiegraebe, M. Schönbeck, P. Wunderlich, A. Nauerth, H. Dörksen, Pflege und Gesellschaft 3 (2024) 271–285.","bibtex":"@article{Wiegraebe_Schönbeck_Wunderlich_Nauerth_Dörksen_2024, title={KI-basiertes Unterstützungstool für pflegende Erwerbstätige}, volume={3}, DOI={10.3262/P&G2403271}, journal={Pflege und Gesellschaft}, publisher={BeltzJuventa}, author={Wiegraebe, Frauke and Schönbeck, Marleen and Wunderlich, Paul and Nauerth, Annette and Dörksen, Helene}, year={2024}, pages={271–285} }","chicago":"Wiegraebe, Frauke, Marleen Schönbeck, Paul Wunderlich, Annette Nauerth, and Helene Dörksen. “KI-basiertes Unterstützungstool für pflegende Erwerbstätige.” Pflege und Gesellschaft 3 (2024): 271–85. https://doi.org/10.3262/P&G2403271.","mla":"Wiegraebe, Frauke, et al. “KI-basiertes Unterstützungstool für pflegende Erwerbstätige.” Pflege und Gesellschaft, vol. 3, BeltzJuventa, 2024, pp. 271–85, doi:10.3262/P&G2403271."},"article_type":"original","quality_controlled":"1","date_created":"2024-08-20T16:06:49Z","volume":3,"status":"public","publication":"Pflege und Gesellschaft","language":[{"iso":"ger"}],"type":"journal_article","intvolume":" 3","publication_identifier":{"issn":["1430-9653"]},"page":"271-285","publisher":"BeltzJuventa","research_group":[{"_id":"f025f82c-c221-11ec-90a2-d82e18d06cb8","name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie"}],"title":"KI-basiertes Unterstützungstool für pflegende Erwerbstätige","_id":"4881","user_id":"220548","year":"2024","doi":"10.3262/P&G2403271","department":[{"_id":"4b342258-bee3-11eb-b75f-c9bf9d645214"}],"date_updated":"2026-03-17T15:29:08Z","publication_status":"published","keyword":["Digital care support tool","caring workforce","interdisciplinarity","AI application","machine learning","user orientation"],"author":[{"last_name":"Wiegraebe","first_name":"Frauke","full_name":"Wiegraebe, Frauke"},{"last_name":"Schönbeck","first_name":"Marleen","full_name":"Schönbeck, Marleen"},{"full_name":"Wunderlich, Paul","last_name":"Wunderlich","first_name":"Paul"},{"first_name":"Annette","last_name":"Nauerth","full_name":"Nauerth, Annette","orcid":"0009-0006-8407-3136","id":"33965","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0006-8407-3136/work/165894265"},{"first_name":"Helene","last_name":"Dörksen","full_name":"Dörksen, Helene"}]},{"citation":{"bibtex":"@book{Kösters_Schöne_Kohlhase, title={Benchmarking of Machine Learning Models for Tabular Scarce Data}, author={Kösters, Justus and Schöne, Marvin and Kohlhase, Martin} }","chicago":"Kösters, Justus, Marvin Schöne, and Martin Kohlhase. Benchmarking of Machine Learning Models for Tabular Scarce Data, n.d.","mla":"Kösters, Justus, et al. Benchmarking of Machine Learning Models for Tabular Scarce Data.","alphadin":"Kösters, Justus ; Schöne, Marvin ; Kohlhase, Martin: Benchmarking of Machine Learning Models for Tabular Scarce Data","apa":"Kösters, J., Schöne, M., & Kohlhase, M. (n.d.). Benchmarking of Machine Learning Models for Tabular Scarce Data.","ieee":"J. Kösters, M. Schöne, and M. Kohlhase, Benchmarking of Machine Learning Models for Tabular Scarce Data. .","short":"J. Kösters, M. Schöne, M. Kohlhase, Benchmarking of Machine Learning Models for Tabular Scarce Data, n.d.","ama":"Kösters J, Schöne M, Kohlhase M. Benchmarking of Machine Learning Models for Tabular Scarce Data."},"file":[{"file_id":"3730","date_created":"2023-11-16T13:42:34Z","creator":"mschoene","file_size":329931,"file_name":"BenchmarkingMlModelsScarceData_Koesters.pdf","relation":"main_file","access_level":"open_access","date_updated":"2023-11-16T13:42:34Z","content_type":"application/pdf","success":1}],"has_accepted_license":"1","date_created":"2023-11-16T13:43:06Z","oa":"1","status":"public","type":"working_paper","language":[{"iso":"eng"}],"urn":"urn:nbn:de:hbz:bi10-37292","_id":"3729","title":"Benchmarking of Machine Learning Models for Tabular Scarce Data","user_id":"231260","file_date_updated":"2023-11-16T13:42:34Z","year":"2023","department":[{"_id":"103"}],"main_file_link":[{"open_access":"1"}],"publication_status":"submitted","date_updated":"2026-07-16T08:17:46Z","author":[{"last_name":"Kösters","first_name":"Justus","full_name":"Kösters, Justus"},{"full_name":"Schöne, Marvin","first_name":"Marvin","last_name":"Schöne","id":"218388"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/220852306","id":"226669","orcid":"0009-0002-9374-0720","full_name":"Kohlhase, Martin","first_name":"Martin","last_name":"Kohlhase"}],"keyword":["tabular scarce data","industrial design","supervised machine learning models"]},{"date_created":"2023-12-19T09:31:42Z","quality_controlled":"1","citation":{"chicago":"Armutat, Sascha, Nina Mauritz, Malte Wattenberg, and Frank Bormann. “Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG.” bwp@ Berufs- und Wirtschaftspädagogik – online, no. 45 (2023): 1–22.","bibtex":"@article{Armutat_Mauritz_Wattenberg_Bormann_2023, title={Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG}, number={45}, journal={bwp@ Berufs- und Wirtschaftspädagogik – online}, author={Armutat, Sascha and Mauritz, Nina and Wattenberg, Malte and Bormann, Frank}, year={2023}, pages={1–22} }","mla":"Armutat, Sascha, et al. “Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG.” bwp@ Berufs- und Wirtschaftspädagogik – online, no. 45, 2023, pp. 1–22.","ieee":"S. Armutat, N. Mauritz, M. Wattenberg, and F. Bormann, “Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG,” bwp@ Berufs- und Wirtschaftspädagogik – online, no. 45, pp. 1–22, 2023.","apa":"Armutat, S., Mauritz, N., Wattenberg, M., & Bormann, F. (2023). Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG. bwp@ Berufs- und Wirtschaftspädagogik – online, (45), 1–22.","alphadin":"Armutat, Sascha ; Mauritz, Nina ; Wattenberg, Malte ; Bormann, Frank: Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG. In: bwp@ Berufs- und Wirtschaftspädagogik – online (2023), Nr. 45, S. 1–22","ama":"Armutat S, Mauritz N, Wattenberg M, Bormann F. Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG. bwp@ Berufs- und Wirtschaftspädagogik – online. 2023;(45):1-22.","short":"S. Armutat, N. Mauritz, M. Wattenberg, F. Bormann, bwp@ Berufs- und Wirtschaftspädagogik – online (2023) 1–22."},"publication":"bwp@ Berufs- und Wirtschaftspädagogik – online","language":[{"iso":"ger"}],"type":"journal_article","publication_identifier":{"issn":["1618-8543"]},"status":"public","oa":"1","_id":"4073","title":"Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG","page":"1-22","issue":"45","main_file_link":[{"open_access":"1","url":"https://www.bwpat.de/ausgabe45/armutat_etal_bwpat45.pdf"}],"author":[{"id":"227314","last_name":"Armutat","first_name":"Sascha","full_name":"Armutat, Sascha"},{"last_name":"Mauritz","first_name":"Nina","orcid":"0009-0001-1286-4370","full_name":"Mauritz, Nina","id":"211186","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0001-1286-4370/work/217833377"},{"full_name":"Wattenberg, Malte","orcid":"0000-0001-5628-2877","first_name":"Malte","last_name":"Wattenberg","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-5628-2877/work/177301673","id":"207361"},{"last_name":"Bormann","first_name":"Frank","full_name":"Bormann, Frank"}],"keyword":["Learning-Management-System","Web-Based-Training","Teilnehmerorientierung","Technologieakzeptanz"],"date_updated":"2026-06-16T13:49:01Z","year":"2023","user_id":"216459"},{"urn":"urn:nbn:de:hbz:bi10-26921","page":"228","tmp":{"short":"CC BY-SA (4.0)","image":"/images/cc_by_sa.png","name":"Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0)","legal_code_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode"},"_id":"2692","title":"Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen","doi":"10.57720/2692","year":"2023","file_date_updated":"2023-03-29T13:09:50Z","user_id":"216459","main_file_link":[{"open_access":"1"}],"author":[{"first_name":"Mia Jasmin","last_name":"Strecker","full_name":"Strecker, Mia Jasmin","id":"228997"},{"last_name":"Freese","first_name":"Christiane","full_name":"Freese, Christiane"},{"id":"227660","first_name":"Lisa","last_name":"Nagel","full_name":"Nagel, Lisa"},{"last_name":"Stirner","first_name":"Alexander","orcid":"0000-0003-2525-7657","full_name":"Stirner, Alexander","id":"241218","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2525-7657/work/181737405"},{"full_name":"Freese, Isa","first_name":"Isa","last_name":"Freese"},{"full_name":"Oldak, Anna","first_name":"Anna","last_name":"Oldak"},{"full_name":"Hejna, Urszula","last_name":"Hejna","first_name":"Urszula"},{"full_name":"Pieper, Melanie","last_name":"Pieper","first_name":"Melanie"},{"first_name":"Carolin","last_name":"Hainke","full_name":"Hainke, Carolin"},{"full_name":"Lätzsch, Rebecca","first_name":"Rebecca","last_name":"Lätzsch"},{"full_name":"Wattenberg, Ivonne","first_name":"Ivonne","last_name":"Wattenberg"},{"last_name":"Falk-Dulisch","first_name":"Miriam","full_name":"Falk-Dulisch, Miriam"},{"full_name":"Liebau, Laura","last_name":"Liebau","first_name":"Laura"},{"full_name":"Eickelmann, Anne-Kathrin","first_name":"Anne-Kathrin","last_name":"Eickelmann"},{"first_name":"Claudia","last_name":"Hornberg","full_name":"Hornberg, Claudia"},{"last_name":"Pfeiffer","first_name":"Thies","full_name":"Pfeiffer, Thies"},{"last_name":"Seeling","first_name":"Stefanie","full_name":"Seeling, Stefanie"},{"first_name":"Anna-Maria","last_name":"Kamin","full_name":"Kamin, Anna-Maria"},{"first_name":"Katja","last_name":"Makowsky","full_name":"Makowsky, Katja","id":"208630"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0006-8407-3136/work/181738058","id":"33965","full_name":"Nauerth, Annette","orcid":"0009-0006-8407-3136","first_name":"Annette","last_name":"Nauerth"}],"keyword":["Blended Learning","Pflege","Medizin","Fachdidaktik","Digitale Lehre","fallbasiertes Lernen"],"date_updated":"2026-06-15T13:27:49Z","publication_status":"published","citation":{"alphadin":"Strecker, Mia Jasmin ; Freese, Christiane ; Nagel, Lisa ; Stirner, Alexander ; Freese, Isa ; Oldak, Anna ; Hejna, Urszula ; Pieper, Melanie ; u. a.: Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen, 2023","apa":"Strecker, M. J., Freese, C., Nagel, L., Stirner, A., Freese, I., Oldak, A., … Nauerth, A. (2023). Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen. https://doi.org/10.57720/2692","ieee":"M. J. Strecker et al., Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen. 2023.","short":"M.J. Strecker, C. Freese, L. Nagel, A. Stirner, I. Freese, A. Oldak, U. Hejna, M. Pieper, C. Hainke, R. Lätzsch, I. Wattenberg, M. Falk-Dulisch, L. Liebau, A.-K. Eickelmann, C. Hornberg, T. Pfeiffer, S. Seeling, A.-M. Kamin, K. Makowsky, A. Nauerth, Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen, 2023.","ama":"Strecker MJ, Freese C, Nagel L, et al. Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen.; 2023. doi:10.57720/2692","bibtex":"@book{Strecker_Freese_Nagel_Stirner_Freese_Oldak_Hejna_Pieper_Hainke_Lätzsch_et al._2023, title={Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen}, DOI={10.57720/2692}, author={Strecker, Mia Jasmin and Freese, Christiane and Nagel, Lisa and Stirner, Alexander and Freese, Isa and Oldak, Anna and Hejna, Urszula and Pieper, Melanie and Hainke, Carolin and Lätzsch, Rebecca and et al.}, year={2023} }","chicago":"Strecker, Mia Jasmin, Christiane Freese, Lisa Nagel, Alexander Stirner, Isa Freese, Anna Oldak, Urszula Hejna, et al. Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen, 2023. https://doi.org/10.57720/2692.","mla":"Strecker, Mia Jasmin, et al. Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen. 2023, doi:10.57720/2692."},"file":[{"relation":"erratum","file_size":3003202,"file_name":"DiViFaG_didaktisches Fachkonzept.pdf","creator":"astirner","date_created":"2023-03-28T06:44:08Z","file_id":"2693","content_type":"application/pdf","date_updated":"2023-03-29T13:09:50Z","access_level":"open_access"},{"relation":"main_file","creator":"astirner","file_size":3137155,"file_name":"DiViFaG_Didaktisches Fachkonzept.pdf","file_id":"2694","date_created":"2023-03-29T13:08:36Z","success":1,"date_updated":"2023-03-29T13:08:36Z","content_type":"application/pdf","access_level":"open_access"}],"has_accepted_license":"1","date_created":"2023-03-28T06:36:12Z","status":"public","oa":"1","language":[{"iso":"ger"}],"type":"working_paper"},{"status":"public","oa":"1","type":"conference_abstract","language":[{"iso":"eng"}],"citation":{"apa":"Sanaullah, S., Amanullah, A., Roy, K., Lee, J.-A., Chul-Jun, S., & Jungeblut, T. (2023). A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting. Presented at the International Conference on Computer Vision (ICCV) 2023, Paris France. https://doi.org/10.5281/zenodo.10458019","alphadin":"Sanaullah, Sanaullah ; Amanullah, Amanullah ; Roy, Kaushik ; Lee, Jeong-A ; Chul-Jun, Son ; Jungeblut, Thorsten: A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting. In: , 2023","ieee":"S. Sanaullah, A. Amanullah, K. Roy, J.-A. Lee, S. Chul-Jun, and T. Jungeblut, “A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting,” presented at the International Conference on Computer Vision (ICCV) 2023, Paris France, 2023.","short":"S. Sanaullah, A. Amanullah, K. Roy, J.-A. Lee, S. Chul-Jun, T. Jungeblut, in: 2023.","ama":"Sanaullah S, Amanullah A, Roy K, Lee J-A, Chul-Jun S, Jungeblut T. A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting. In: ; 2023. doi:10.5281/zenodo.10458019","chicago":"Sanaullah, Sanaullah, Amanullah Amanullah, Kaushik Roy, Jeong-A Lee, Son Chul-Jun, and Thorsten Jungeblut. “A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting,” 2023. https://doi.org/10.5281/zenodo.10458019.","bibtex":"@inproceedings{Sanaullah_Amanullah_Roy_Lee_Chul-Jun_Jungeblut_2023, title={A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting}, DOI={10.5281/zenodo.10458019}, author={Sanaullah, Sanaullah and Amanullah, Amanullah and Roy, Kaushik and Lee, Jeong-A and Chul-Jun, Son and Jungeblut, Thorsten}, year={2023} }","mla":"Sanaullah, Sanaullah, et al. A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting. 2023, doi:10.5281/zenodo.10458019."},"project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"date_created":"2024-01-04T13:04:42Z","conference":{"start_date":"2023-10-2","name":"International Conference on Computer Vision (ICCV) 2023","end_date":"2023-10-6","location":"Paris France"},"year":"2023","doi":"10.5281/zenodo.10458019","user_id":"231260","main_file_link":[{"open_access":"1","url":"10.5281/zenodo.10458019"}],"author":[{"id":"248865","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-4112-802X/work/157718021","last_name":"Sanaullah","first_name":"Sanaullah","full_name":"Sanaullah, Sanaullah","orcid":"0000-0003-4112-802X"},{"full_name":"Amanullah, Amanullah","last_name":"Amanullah","first_name":"Amanullah"},{"full_name":"Roy, Kaushik ","last_name":"Roy","first_name":"Kaushik "},{"full_name":"Lee, Jeong-A ","last_name":"Lee","first_name":"Jeong-A "},{"first_name":"Son ","last_name":"Chul-Jun","full_name":"Chul-Jun, Son "},{"orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten","last_name":"Jungeblut","first_name":"Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/217498789","id":"242294"}],"keyword":["hybrid SC-NN","SNN","CNN","Machine Learning"],"date_updated":"2026-06-12T10:49:37Z","publication_status":"published","external_id":{"zenodo":["10.5281/zenodo.10458018"]},"title":"A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting","_id":"4206"},{"citation":{"mla":"Fries, Sophia, et al. Entwicklung Und Erprobung Digital Gestützter Lernaufgaben Mit VR-Szenarien. Das Fortbildungskonzept Des Projekts ViRDiPA. Universität Bielefeld, 2023, doi:10.4119/UNIBI/2978152.","chicago":"Fries, Sophia, Lydia Sophie Pfeifer, Katharina Schlautmann, Christiane Freese, Annette Nauerth, and Patrizia Raschper. Entwicklung Und Erprobung Digital Gestützter Lernaufgaben Mit VR-Szenarien. Das Fortbildungskonzept Des Projekts ViRDiPA. Universität Bielefeld, 2023. https://doi.org/10.4119/UNIBI/2978152.","bibtex":"@book{Fries_Pfeifer_Schlautmann_Freese_Nauerth_Raschper_2023, title={Entwicklung und Erprobung digital gestützter Lernaufgaben mit VR-Szenarien. Das Fortbildungskonzept des Projekts ViRDiPA}, DOI={10.4119/UNIBI/2978152}, publisher={Universität Bielefeld}, author={Fries, Sophia and Pfeifer, Lydia Sophie and Schlautmann, Katharina and Freese, Christiane and Nauerth, Annette and Raschper, Patrizia}, year={2023} }","ama":"Fries S, Pfeifer LS, Schlautmann K, Freese C, Nauerth A, Raschper P. Entwicklung Und Erprobung Digital Gestützter Lernaufgaben Mit VR-Szenarien. Das Fortbildungskonzept Des Projekts ViRDiPA. Universität Bielefeld; 2023. doi:10.4119/UNIBI/2978152","short":"S. Fries, L.S. Pfeifer, K. Schlautmann, C. Freese, A. Nauerth, P. Raschper, Entwicklung Und Erprobung Digital Gestützter Lernaufgaben Mit VR-Szenarien. Das Fortbildungskonzept Des Projekts ViRDiPA, Universität Bielefeld, 2023.","ieee":"S. Fries, L. S. Pfeifer, K. Schlautmann, C. Freese, A. Nauerth, and P. Raschper, Entwicklung und Erprobung digital gestützter Lernaufgaben mit VR-Szenarien. Das Fortbildungskonzept des Projekts ViRDiPA. Universität Bielefeld, 2023.","alphadin":"Fries, Sophia ; Pfeifer, Lydia Sophie ; Schlautmann, Katharina ; Freese, Christiane ; Nauerth, Annette ; Raschper, Patrizia: Entwicklung und Erprobung digital gestützter Lernaufgaben mit VR-Szenarien. Das Fortbildungskonzept des Projekts ViRDiPA : Universität Bielefeld, 2023","apa":"Fries, S., Pfeifer, L. S., Schlautmann, K., Freese, C., Nauerth, A., & Raschper, P. (2023). Entwicklung und Erprobung digital gestützter Lernaufgaben mit VR-Szenarien. Das Fortbildungskonzept des Projekts ViRDiPA. Universität Bielefeld. https://doi.org/10.4119/UNIBI/2978152"},"has_accepted_license":"1","file":[{"access_level":"open_access","date_updated":"2023-05-08T12:04:20Z","content_type":"application/pdf","success":1,"file_id":"2847","date_created":"2023-05-08T12:04:20Z","creator":"lpfeifer","file_size":1204531,"file_name":"WP7_Entwicklung und Erprobung digital gestützter Lernaufgaben mit VR-Szenarien_final.pdf","relation":"main_file"}],"date_created":"2023-04-18T06:23:48Z","oa":"1","status":"public","type":"working_paper","language":[{"iso":"eng"}],"publisher":"Universität Bielefeld","urn":"urn:nbn:de:hbz:bi10-27631","tmp":{"name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","short":"CC BY (4.0)"},"title":"Entwicklung und Erprobung digital gestützter Lernaufgaben mit VR-Szenarien. Das Fortbildungskonzept des Projekts ViRDiPA","_id":"2763","user_id":"33976","file_date_updated":"2023-05-08T12:04:20Z","doi":"10.4119/UNIBI/2978152","year":"2023","main_file_link":[{"open_access":"1"}],"date_updated":"2026-06-12T07:49:01Z","author":[{"id":"234947","first_name":"Sophia","last_name":"Fries","full_name":"Fries, Sophia"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-9872-0142/work/217484798","id":"233430","full_name":"Pfeifer, Lydia Sophie","orcid":"0000-0001-9872-0142","last_name":"Pfeifer","first_name":"Lydia Sophie"},{"id":"226437","first_name":"Katharina","last_name":"Schlautmann","full_name":"Schlautmann, Katharina"},{"full_name":"Freese, Christiane","last_name":"Freese","first_name":"Christiane"},{"id":"33965","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0006-8407-3136/work/217484799","last_name":"Nauerth","first_name":"Annette","full_name":"Nauerth, Annette","orcid":"0009-0006-8407-3136"},{"first_name":"Patrizia","last_name":"Raschper","full_name":"Raschper, Patrizia","id":"227291"}],"keyword":["Pflegeausbildung","SCRUM","Lernortkooperation","Lernaufgaben","Virtuelle Realität","Fortbildung","Nursing education","SCRUM","learning site cooperation","learning tasks","virtual reality","advanced training","divifag","virdipaworkingpaper"]},{"main_file_link":[{"url":"https://opendata.uni-halle.de//handle/1981185920/105445"}],"date_updated":"2026-06-08T10:36:57Z","author":[{"full_name":"Müller, Anna","first_name":"Anna","last_name":"Müller"},{"orcid":"0000-0001-6348-7897","full_name":"Grumbach, Felix","first_name":"Felix","last_name":"Grumbach","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/217047868","id":"243801"}],"keyword":["Machine Learning","Production scheduling","time prediction"],"user_id":"245729","doi":"10.25673/103491","year":"2023","title":"Predicting processing times in high mix low volume job shops","_id":"4394","publisher":"Otto von Guericke University Library, Magdeburg, Germany","editor":[{"full_name":"Glistau, Elke","first_name":"Elke","last_name":"Glistau"},{"last_name":"Trojahn","first_name":"Sebastian","full_name":"Trojahn, Sebastian"}],"language":[{"iso":"eng"}],"publication":"16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","type":"conference","status":"public","date_created":"2024-03-14T11:37:12Z","conference":{"end_date":"20.06.2023","start_date":"20.06.2023","name":"16th International Doctoral Students Workshops on Logistics, Supply Chain and Production Management","location":"Magdeburg"},"citation":{"bibtex":"@inproceedings{Müller_Grumbach_2023, title={Predicting processing times in high mix low volume job shops}, DOI={10.25673/103491}, booktitle={16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management}, publisher={Otto von Guericke University Library, Magdeburg, Germany}, author={Müller, Anna and Grumbach, Felix}, editor={Glistau, Elke and Trojahn, SebastianEditors}, year={2023} }","chicago":"Müller, Anna, and Felix Grumbach. “Predicting Processing Times in High Mix Low Volume Job Shops.” In 16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, edited by Elke Glistau and Sebastian Trojahn. Otto von Guericke University Library, Magdeburg, Germany, 2023. https://doi.org/10.25673/103491.","mla":"Müller, Anna, and Felix Grumbach. “Predicting Processing Times in High Mix Low Volume Job Shops.” 16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, edited by Elke Glistau and Sebastian Trojahn, Otto von Guericke University Library, Magdeburg, Germany, 2023, doi:10.25673/103491.","ieee":"A. Müller and F. Grumbach, “Predicting processing times in high mix low volume job shops,” in 16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Magdeburg, 2023.","apa":"Müller, A., & Grumbach, F. (2023). Predicting processing times in high mix low volume job shops. In E. Glistau & S. Trojahn (Eds.), 16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. https://doi.org/10.25673/103491","alphadin":"Müller, Anna ; Grumbach, Felix: Predicting processing times in high mix low volume job shops. In: Glistau, E. ; Trojahn, S. (Hrsg.): 16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management : Otto von Guericke University Library, Magdeburg, Germany, 2023","ama":"Müller A, Grumbach F. Predicting processing times in high mix low volume job shops. In: Glistau E, Trojahn S, eds. 16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management. Otto von Guericke University Library, Magdeburg, Germany; 2023. doi:10.25673/103491","short":"A. Müller, F. Grumbach, in: E. Glistau, S. Trojahn (Eds.), 16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, 2023."},"quality_controlled":"1"},{"conference":{"start_date":"2023-07-13","name":"19th International Conference on Machine Learning and Data Mining MLDM","end_date":"2023-07-14","location":"New York USA"},"date_created":"2024-01-04T13:06:32Z","citation":{"bibtex":"@inproceedings{Sanaullah_Jungeblut_2023, place={New York USA}, title={Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis}, DOI={10.5281/zenodo.10457930}, author={Sanaullah, Sanaullah and Jungeblut, Thorsten}, year={2023} }","chicago":"Sanaullah, Sanaullah, and Thorsten Jungeblut. “Analysis of MR Images for Early and Accurate Detection of Brain Tumor Using Resource Efficient Simulator Brain Analysis.” New York USA, 2023. https://doi.org/10.5281/zenodo.10457930.","mla":"Sanaullah, Sanaullah, and Thorsten Jungeblut. Analysis of MR Images for Early and Accurate Detection of Brain Tumor Using Resource Efficient Simulator Brain Analysis. 2023, doi:10.5281/zenodo.10457930.","alphadin":"Sanaullah, Sanaullah ; Jungeblut, Thorsten: Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis. In: . New York USA, 2023","apa":"Sanaullah, S., & Jungeblut, T. (2023). Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis. Presented at the 19th International Conference on Machine Learning and Data Mining MLDM, New York USA. https://doi.org/10.5281/zenodo.10457930","ieee":"S. Sanaullah and T. Jungeblut, “Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis,” presented at the 19th International Conference on Machine Learning and Data Mining MLDM, New York USA, 2023.","short":"S. Sanaullah, T. Jungeblut, in: New York USA, 2023.","ama":"Sanaullah S, Jungeblut T. Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis. In: New York USA; 2023. doi:10.5281/zenodo.10457930"},"place":"New York USA","project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"language":[{"iso":"eng"}],"type":"conference","status":"public","oa":"1","_id":"4207","title":"Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis","external_id":{"zenodo":["10.5281/zenodo.10457929"]},"main_file_link":[{"url":"https://www.researchgate.net/publication/377117079_Analysis_of_MR_Images_for_Early_and_Accurate_Detection_of_Brain_Tumor_using_Resource_Efficient_Simulator_Brain_Analysis","open_access":"1"}],"author":[{"id":"248865","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-4112-802X/work/157718026","first_name":"Sanaullah","last_name":"Sanaullah","full_name":"Sanaullah, Sanaullah","orcid":"0000-0003-4112-802X"},{"id":"242294","first_name":"Thorsten","last_name":"Jungeblut","orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten"}],"keyword":["Brain Analysis","Machine Learning","Simulator","Runtime Simulator"],"date_updated":"2026-03-17T15:28:57Z","publication_status":"published","doi":"10.5281/zenodo.10457930","year":"2023","user_id":"242294"},{"title":"Active Learning mit dem GUIDE-Entscheidungsbaum","_id":"3731","urn":"urn:nbn:de:hbz:bi10-37318","author":[{"full_name":"Kösters, Justus","first_name":"Justus","last_name":"Kösters"},{"id":"218388","full_name":"Schöne, Marvin","first_name":"Marvin","last_name":"Schöne"}],"keyword":["Scarce Data","Active Learning","GUIDEAlgorithmus","Modellunsicherheiten"],"date_updated":"2026-03-17T15:28:49Z","publication_status":"unpublished","main_file_link":[{"open_access":"1"}],"department":[{"_id":"103"}],"year":"2023","file_date_updated":"2023-12-05T15:58:32Z","user_id":"218388","date_created":"2023-11-16T13:59:40Z","has_accepted_license":"1","file":[{"success":1,"content_type":"application/pdf","date_updated":"2023-12-05T15:58:32Z","access_level":"open_access","relation":"main_file","file_name":"Hausarbeit2_JKösters.pdf","file_size":1499967,"creator":"mschoene","date_created":"2023-12-05T15:58:32Z","file_id":"3779"}],"citation":{"mla":"Kösters, Justus, and Marvin Schöne. Active Learning mit dem GUIDE-Entscheidungsbaum.","bibtex":"@book{Kösters_Schöne, title={Active Learning mit dem GUIDE-Entscheidungsbaum}, author={Kösters, Justus and Schöne, Marvin} }","chicago":"Kösters, Justus, and Marvin Schöne. Active Learning mit dem GUIDE-Entscheidungsbaum, n.d.","short":"J. Kösters, M. Schöne, Active Learning mit dem GUIDE-Entscheidungsbaum, n.d.","ama":"Kösters J, Schöne M. Active Learning mit dem GUIDE-Entscheidungsbaum.","apa":"Kösters, J., & Schöne, M. (n.d.). Active Learning mit dem GUIDE-Entscheidungsbaum.","alphadin":"Kösters, Justus ; Schöne, Marvin: Active Learning mit dem GUIDE-Entscheidungsbaum","ieee":"J. Kösters and M. Schöne, Active Learning mit dem GUIDE-Entscheidungsbaum. ."},"language":[{"iso":"ger"}],"type":"working_paper","status":"public","oa":"1"},{"publication_identifier":{"eissn":["2079-9292"]},"publication":"Electronics","type":"journal_article","language":[{"iso":"eng"}],"intvolume":" 12","oa":"1","status":"public","volume":12,"date_created":"2023-04-18T08:49:13Z","has_accepted_license":"1","file":[{"date_created":"2023-04-18T08:48:37Z","file_id":"2768","file_size":4120222,"file_name":"_2023_Richter_Electronics12_1521.pdf","creator":"aehrmann","relation":"main_file","access_level":"open_access","content_type":"application/pdf","date_updated":"2023-04-18T08:48:37Z","success":1}],"citation":{"bibtex":"@article{Richter_Tuvshinbayar_Ehrmann_Ehrmann_2023, title={Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development}, volume={12}, DOI={10.3390/electronics12071521}, number={71521}, journal={Electronics}, publisher={MDPI AG}, author={Richter, Niclas and Tuvshinbayar, Khorolsuren and Ehrmann, Guido and Ehrmann, Andrea}, year={2023} }","chicago":"Richter, Niclas, Khorolsuren Tuvshinbayar, Guido Ehrmann, and Andrea Ehrmann. “Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development.” Electronics 12, no. 7 (2023). https://doi.org/10.3390/electronics12071521.","mla":"Richter, Niclas, et al. “Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development.” Electronics, vol. 12, no. 7, 1521, MDPI AG, 2023, doi:10.3390/electronics12071521.","apa":"Richter, N., Tuvshinbayar, K., Ehrmann, G., & Ehrmann, A. (2023). Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development. Electronics, 12(7). https://doi.org/10.3390/electronics12071521","alphadin":"Richter, Niclas ; Tuvshinbayar, Khorolsuren ; Ehrmann, Guido ; Ehrmann, Andrea: Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development. In: Electronics Bd. 12, MDPI AG (2023), Nr. 7","ieee":"N. Richter, K. Tuvshinbayar, G. Ehrmann, and A. Ehrmann, “Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development,” Electronics, vol. 12, no. 7, 2023.","short":"N. Richter, K. Tuvshinbayar, G. Ehrmann, A. Ehrmann, Electronics 12 (2023).","ama":"Richter N, Tuvshinbayar K, Ehrmann G, Ehrmann A. Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development. Electronics. 2023;12(7). doi:10.3390/electronics12071521"},"quality_controlled":"1","article_type":"original","date_updated":"2026-03-17T15:28:37Z","publication_status":"published","author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8980-0957/work/181737357","id":"224900","orcid":"0000-0002-8980-0957","full_name":"Richter, Niclas","last_name":"Richter","first_name":"Niclas"},{"orcid":"0009-0001-7114-1842","full_name":"Tuvshinbayar, Khorolsuren","last_name":"Tuvshinbayar","first_name":"Khorolsuren","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0001-7114-1842/work/181737661","id":"222971"},{"full_name":"Ehrmann, Guido","first_name":"Guido","last_name":"Ehrmann"},{"orcid":"0000-0003-0695-3905","full_name":"Ehrmann, Andrea","last_name":"Ehrmann","first_name":"Andrea","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0695-3905/work/181737359","id":"223776"}],"keyword":["smart textiles","smart clothes","e-textiles","biosignal","vital signal","pulse sensor","microcontroller","washability","display"],"file_date_updated":"2023-04-18T08:48:37Z","user_id":"220548","doi":"10.3390/electronics12071521","year":"2023","_id":"2767","title":"Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development","tmp":{"name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","short":"CC BY (4.0)"},"article_number":"1521","issue":"7","urn":"urn:nbn:de:hbz:bi10-27676","publisher":"MDPI AG"},{"citation":{"mla":"Grumbach, Felix, et al. “Robust-Stable Scheduling in Dynamic Flow Shops Based on Deep Reinforcement Learning.” Journal of Intelligent Manufacturing, Springer Science and Business Media LLC, 2022, doi:10.1007/s10845-022-02069-x.","chicago":"Grumbach, Felix, Anna Müller, Pascal Reusch, and Sebastian Trojahn. “Robust-Stable Scheduling in Dynamic Flow Shops Based on Deep Reinforcement Learning.” Journal of Intelligent Manufacturing, 2022. https://doi.org/10.1007/s10845-022-02069-x.","bibtex":"@article{Grumbach_Müller_Reusch_Trojahn_2022, title={Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning}, DOI={10.1007/s10845-022-02069-x}, journal={Journal of Intelligent Manufacturing}, publisher={Springer Science and Business Media LLC}, author={Grumbach, Felix and Müller, Anna and Reusch, Pascal and Trojahn, Sebastian}, year={2022} }","short":"F. Grumbach, A. Müller, P. Reusch, S. Trojahn, Journal of Intelligent Manufacturing (2022).","ama":"Grumbach F, Müller A, Reusch P, Trojahn S. Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. Journal of Intelligent Manufacturing. 2022. doi:10.1007/s10845-022-02069-x","alphadin":"Grumbach, Felix ; Müller, Anna ; Reusch, Pascal ; Trojahn, Sebastian: Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. In: Journal of Intelligent Manufacturing, Springer Science and Business Media LLC (2022)","apa":"Grumbach, F., Müller, A., Reusch, P., & Trojahn, S. (2022). Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. Journal of Intelligent Manufacturing. https://doi.org/10.1007/s10845-022-02069-x","ieee":"F. Grumbach, A. Müller, P. Reusch, and S. Trojahn, “Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning,” Journal of Intelligent Manufacturing, 2022."},"quality_controlled":"1","article_type":"original","date_created":"2023-01-10T13:08:37Z","oa":"1","status":"public","publication":"Journal of Intelligent Manufacturing","jel":["C6"],"language":[{"iso":"eng"}],"type":"journal_article","publication_identifier":{"issn":["0956-5515"],"eissn":["1572-8145"]},"publisher":"Springer Science and Business Media LLC","tmp":{"name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","short":"CC BY (4.0)"},"_id":"2295","title":"Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning","user_id":"245729","doi":"10.1007/s10845-022-02069-x","year":"2022","main_file_link":[{"open_access":"1","url":"https://link.springer.com/article/10.1007/s10845-022-02069-x"}],"publication_status":"published","date_updated":"2026-06-25T11:42:46Z","author":[{"id":"243801","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/218753400","first_name":"Felix","last_name":"Grumbach","full_name":"Grumbach, Felix","orcid":"0000-0001-6348-7897"},{"last_name":"Müller","first_name":"Anna","full_name":"Müller, Anna"},{"full_name":"Reusch, Pascal","last_name":"Reusch","first_name":"Pascal"},{"last_name":"Trojahn","first_name":"Sebastian","full_name":"Trojahn, Sebastian"}],"keyword":["Dynamic flow shop","Predictive scheduling","Proactive scheduling","Robust scheduling","Reinforcement learning","Simheuristics"]},{"status":"public","oa":"1","type":"conference","language":[{"iso":"eng"}],"publication":"Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022","publication_identifier":{"isbn":["978-3-8440-8625-6"]},"quality_controlled":"1","place":"Düren","citation":{"mla":"Rüdiger, Klaus, et al. “Diffusion and (Mis)Perception of Internet Trust Marks in Germany and Italy – a Comparative Empirical Analysis.” Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022, edited by Margarethe Überwimmer et al., Shaker Verlag, 2022, pp. 154–64.","bibtex":"@inproceedings{Rüdiger_Cabiddu_Lorenz_Hartman_2022, place={Düren}, title={Diffusion and (mis)perception of internet trust marks in Germany and Italy – a comparative empirical analysis}, booktitle={Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022}, publisher={Shaker Verlag}, author={Rüdiger, Klaus and Cabiddu, Francesca and Lorenz, Sissy and Hartman, Holger}, editor={Überwimmer , Margarethe and Füreder, Robert and Kwiatek, PiotrEditors}, year={2022}, pages={154–164} }","chicago":"Rüdiger, Klaus, Francesca Cabiddu, Sissy Lorenz, and Holger Hartman. “Diffusion and (Mis)Perception of Internet Trust Marks in Germany and Italy – a Comparative Empirical Analysis.” In Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022, edited by Margarethe Überwimmer , Robert Füreder, and Piotr Kwiatek, 154–64. Düren: Shaker Verlag, 2022.","short":"K. Rüdiger, F. Cabiddu, S. Lorenz, H. Hartman, in: M. Überwimmer , R. Füreder, P. Kwiatek (Eds.), Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022, Shaker Verlag, Düren, 2022, pp. 154–164.","ama":"Rüdiger K, Cabiddu F, Lorenz S, Hartman H. Diffusion and (mis)perception of internet trust marks in Germany and Italy – a comparative empirical analysis. In: Überwimmer M, Füreder R, Kwiatek P, eds. Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022. Düren: Shaker Verlag; 2022:154-164.","alphadin":"Rüdiger, Klaus ; Cabiddu, Francesca ; Lorenz, Sissy ; Hartman, Holger: Diffusion and (mis)perception of internet trust marks in Germany and Italy – a comparative empirical analysis. In: Überwimmer , M. ; Füreder, R. ; Kwiatek, P. (Hrsg.): Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022. Düren : Shaker Verlag, 2022, S. 154–164","apa":"Rüdiger, K., Cabiddu, F., Lorenz, S., & Hartman, H. (2022). Diffusion and (mis)perception of internet trust marks in Germany and Italy – a comparative empirical analysis. In M. Überwimmer , R. Füreder, & P. Kwiatek (Eds.), Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022 (pp. 154–164). Düren: Shaker Verlag.","ieee":"K. Rüdiger, F. Cabiddu, S. Lorenz, and H. Hartman, “Diffusion and (mis)perception of internet trust marks in Germany and Italy – a comparative empirical analysis,” in Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022, Steyr, 2022, pp. 154–164."},"file":[{"success":1,"access_level":"open_access","content_type":"application/pdf","date_updated":"2023-05-30T15:48:32Z","file_name":"Ruediger_etal_Trust_marks_GER_IT.pdf","file_size":175258,"creator":"kruediger","relation":"main_file","date_created":"2023-05-30T15:48:32Z","file_id":"3065"}],"has_accepted_license":"1","date_created":"2023-05-09T06:58:49Z","conference":{"location":"Steyr","end_date":"2022-05-13","name":"Cross-Cultural Business Conference 2022","start_date":"2022-05-12"},"year":"2022","file_date_updated":"2023-05-30T15:48:32Z","user_id":"216459","keyword":["B2C e-commerce","online shopping","trust mark","Germany","Italy"],"author":[{"id":"220250","last_name":"Rüdiger","first_name":"Klaus","full_name":"Rüdiger, Klaus"},{"full_name":"Cabiddu, Francesca","last_name":"Cabiddu","first_name":"Francesca"},{"last_name":"Lorenz","first_name":"Sissy","full_name":"Lorenz, Sissy"},{"first_name":"Holger","last_name":"Hartman","full_name":"Hartman, Holger"}],"publication_status":"published","date_updated":"2026-06-16T12:57:18Z","urn":"urn:nbn:de:hbz:bi10-28596","publisher":"Shaker Verlag","page":"154-164","editor":[{"first_name":"Margarethe","last_name":"Überwimmer ","full_name":"Überwimmer , Margarethe"},{"full_name":"Füreder, Robert","first_name":"Robert","last_name":"Füreder"},{"full_name":"Kwiatek, Piotr","last_name":"Kwiatek","first_name":"Piotr"}],"_id":"2859","title":"Diffusion and (mis)perception of internet trust marks in Germany and Italy – a comparative empirical analysis"},{"external_id":{"unknown":["http://dl.gi.de/handle/20.500.12116/39404"]},"editor":[{"full_name":"Wohlgemuth, Volker ","last_name":"Wohlgemuth","first_name":"Volker "},{"full_name":"Naumann, Stefan ","last_name":"Naumann","first_name":"Stefan "},{"full_name":"Arnd, Hans-Knud","last_name":"Arnd","first_name":"Hans-Knud"},{"full_name":"Behrens, Grit ","last_name":"Behrens","first_name":"Grit "},{"full_name":"Höb, Maximilian","first_name":"Maximilian","last_name":"Höb"}],"title":"Detection of snow-coverage on PV-modules with images based on CNN-techniques","_id":"2953","series_title":"Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328","year":"2022","user_id":"216459","corporate_editor":["Gesellschaft für Informatik e.V."],"main_file_link":[{"url":"http://dl.gi.de/handle/20.500.12116/39404"}],"department":[{"_id":"102"}],"keyword":["convolutional neural network","photovoltaic modules","snow detection","machine learning"],"author":[{"id":"207629","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0009-0247-8204/work/217365982","last_name":"Behrens","first_name":"Grit","orcid":"0009-0009-0247-8204","full_name":"Behrens, Grit"},{"last_name":"Hepp","first_name":"Dennis","full_name":"Hepp, Dennis"},{"full_name":"Hempelmann, Sebastian","first_name":"Sebastian","last_name":"Hempelmann"},{"full_name":"Friedrich, Werner ","last_name":"Friedrich","first_name":"Werner "}],"publication_status":"published","date_updated":"2026-06-11T07:42:40Z","quality_controlled":"1","place":"Bonn","citation":{"short":"G. Behrens, D. Hepp, S. Hempelmann, W. Friedrich, in: V. Wohlgemuth, S. Naumann, H.-K. Arnd, G. Behrens, M. Höb, Gesellschaft für Informatik e.V. (Eds.), ENVIROINFO 2022, Bonn, 2022.","ama":"Behrens G, Hepp D, Hempelmann S, Friedrich W. Detection of snow-coverage on PV-modules with images based on CNN-techniques. In: Wohlgemuth V, Naumann S, Arnd H-K, Behrens G, Höb M, Gesellschaft für Informatik e.V., eds. ENVIROINFO 2022. Vol P328. Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328. Bonn; 2022.","alphadin":"Behrens, Grit ; Hepp, Dennis ; Hempelmann, Sebastian ; Friedrich, Werner : Detection of snow-coverage on PV-modules with images based on CNN-techniques. In: Wohlgemuth, V. ; Naumann, S. ; Arnd, H.-K. ; Behrens, G. ; Höb, M. ; Gesellschaft für Informatik e.V. (Hrsg.): ENVIROINFO 2022, Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328. Bd. P328. Bonn, 2022","apa":"Behrens, G., Hepp, D., Hempelmann, S., & Friedrich, W. (2022). Detection of snow-coverage on PV-modules with images based on CNN-techniques. In V. Wohlgemuth, S. Naumann, H.-K. Arnd, G. Behrens, M. Höb, & Gesellschaft für Informatik e.V. (Eds.), ENVIROINFO 2022 (Vol. P328). Bonn.","ieee":"G. Behrens, D. Hepp, S. Hempelmann, and W. Friedrich, “Detection of snow-coverage on PV-modules with images based on CNN-techniques,” in ENVIROINFO 2022, Hamburg, 2022, vol. P328.","mla":"Behrens, Grit, et al. “Detection of Snow-Coverage on PV-Modules with Images Based on CNN-Techniques.” ENVIROINFO 2022, edited by Volker Wohlgemuth et al., vol. P328, 2022.","chicago":"Behrens, Grit, Dennis Hepp, Sebastian Hempelmann, and Werner Friedrich. “Detection of Snow-Coverage on PV-Modules with Images Based on CNN-Techniques.” In ENVIROINFO 2022, edited by Volker Wohlgemuth, Stefan Naumann, Hans-Knud Arnd, Grit Behrens, Maximilian Höb, and Gesellschaft für Informatik e.V., Vol. P328. Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328. Bonn, 2022.","bibtex":"@inproceedings{Behrens_Hepp_Hempelmann_Friedrich_2022, place={Bonn}, series={Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328}, title={Detection of snow-coverage on PV-modules with images based on CNN-techniques}, volume={P328}, booktitle={ENVIROINFO 2022}, author={Behrens, Grit and Hepp, Dennis and Hempelmann, Sebastian and Friedrich, Werner }, editor={Wohlgemuth, Volker and Naumann, Stefan and Arnd, Hans-Knud and Behrens, Grit and Höb, Maximilian and Gesellschaft für Informatik e.V.Editors}, year={2022}, collection={Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328} }"},"project":[{"name":"Adaptive Ertragsprognose mit data-Mining im PV-Feld auf Grundlage iener digitalen Signatur der PV-Module und der Systemkomponenten (PV digital 4.0)","_id":"A82B586E-C7DA-11E9-B0AE-1F4CB252D58D"}],"conference":{"location":"Hamburg","name":"EnviroInfo 2022","start_date":"2022-09-26","end_date":"2022-09-30"},"date_created":"2023-05-23T16:08:36Z","volume":"P328","status":"public","publication":"ENVIROINFO 2022","language":[{"iso":"eng"}],"type":"conference","jel":["D83"],"publication_identifier":{"isbn":["\t978-3-88579-722-7"],"issn":["\t1617-5468"]}}]