[{"file":[{"access_level":"open_access","date_created":"2026-09-03T06:56:57Z","date_updated":"2026-09-03T06:56:57Z","creator":"ldiel","success":1,"file_size":6641189,"file_id":"7136","content_type":"application/pdf","relation":"main_file","file_name":"2026_09_02_Roadmap.pdf"}],"year":"2026","type":"working_paper","has_accepted_license":"1","tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"publisher":"Hochschule Bielefeld","oa":"1","file_date_updated":"2026-09-03T06:56:57Z","keyword":["Circular Economy","Qualifizierung","Weiterbildung","Roadmap","Orientierung"],"urn":"urn:nbn:de:hbz:bi10-71353","title":"Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy","status":"public","date_updated":"2026-09-29T09:33:30Z","date_created":"2026-09-03T06:58:58Z","user_id":"263827","language":[{"iso":"eng"}],"abstract":[{"text":"Die Transformation hin zu einer Circular Economy erfordert nicht nur neue Technologien und Geschäftsmodelle, sondern vor allem neues Wissen und praxisnahes Know-how. Unternehmen, Organisationen und Einzelpersonen stehen vor der Herausforderung, eigene Kompetenzen systematisch aufzubauen und diese an ihre individuellen Bedarfe anzupassen, vom ersten Einstieg bis hin zur strategischen Umsetzung. \r\nDie Qualifizierungsroadmap ist nicht nur ein reiner Lernpfad, sondern fungiert als praxisorientierter Leitfaden für Unternehmen, Organisationen und Einzelpersonen, die sich aktiv mit konkreten Themen, Handlungsfeldern und Umsetzungsmöglichkeiten im Bereich Circular Economy auseinandersetzen möchten.\r\nDarüber hinaus gibt die Roadmap Auskunft über vorhandene Qualifizierungsangebote und bietet Orientierung für einen sinnvollen und individuellen Aufbau sowie die flexible Kombination von Lerninhalten – abgestimmt auf die eigene Zielsetzung, das verfügbare Zeitbudget und den gewünschten Praxisbezug.","lang":"eng"}],"_id":"7135","citation":{"ama":"Diel L, Remberg J, Schwenzfeier-Hellkamp E, et al. Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy. Hochschule Bielefeld; 2026.","bibtex":"@book{Diel_Remberg_Schwenzfeier-Hellkamp_Kolkmann_Schmidt_Penner_Kleinhans_David_Meyer_2026, title={Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy}, publisher={Hochschule Bielefeld}, author={Diel, Leon and Remberg, Joy and Schwenzfeier-Hellkamp, Eva and Kolkmann, Beate and Schmidt, Kerstin and Penner, Anna and Kleinhans, Sarah and David, Friederike and Meyer, Rolf Olaf}, year={2026} }","short":"L. Diel, J. Remberg, E. Schwenzfeier-Hellkamp, B. Kolkmann, K. Schmidt, A. Penner, S. Kleinhans, F. David, R.O. Meyer, Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy, Hochschule Bielefeld, 2026.","mla":"Diel, Leon, et al. Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy. Hochschule Bielefeld, 2026.","ieee":"L. Diel et al., Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy. Hochschule Bielefeld, 2026.","alphadin":"Diel, Leon ; Remberg, Joy ; Schwenzfeier-Hellkamp, Eva ; Kolkmann, Beate ; Schmidt, Kerstin ; Penner, Anna ; Kleinhans, Sarah ; David, Friederike ; u. a.: Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy : Hochschule Bielefeld, 2026","chicago":"Diel, Leon, Joy Remberg, Eva Schwenzfeier-Hellkamp, Beate Kolkmann, Kerstin Schmidt, Anna Penner, Sarah Kleinhans, Friederike David, and Rolf Olaf Meyer. Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy. Hochschule Bielefeld, 2026.","apa":"Diel, L., Remberg, J., Schwenzfeier-Hellkamp, E., Kolkmann, B., Schmidt, K., Penner, A., … Meyer, R. O. (2026). Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy. Hochschule Bielefeld."},"department":[{"_id":"103"}],"author":[{"first_name":"Leon","last_name":"Diel","orcid":"0009-0003-1457-6377","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-1457-6377/work/225633070","full_name":"Diel, Leon","id":"235442"},{"last_name":"Remberg","first_name":"Joy","full_name":"Remberg, Joy","id":"250953"},{"last_name":"Schwenzfeier-Hellkamp","orcid":"0000-0002-3020-1343","first_name":"Eva","full_name":"Schwenzfeier-Hellkamp, Eva","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/225633071","id":"72528"},{"full_name":"Kolkmann, Beate","first_name":"Beate","last_name":"Kolkmann"},{"id":"249566","full_name":"Schmidt, Kerstin","last_name":"Schmidt","first_name":"Kerstin"},{"last_name":"Penner","first_name":"Anna","full_name":"Penner, Anna"},{"full_name":"Kleinhans, Sarah","last_name":"Kleinhans","first_name":"Sarah"},{"full_name":"David, Friederike","last_name":"David","first_name":"Friederike"},{"first_name":"Rolf Olaf","last_name":"Meyer","full_name":"Meyer, Rolf Olaf"}]},{"year":"2026","article_number":"9574","volume":18,"issue":"18","doi":"10.3390/su18189574","type":"journal_article","publisher":"MDPI AG","oa":"1","title":"Explore Sustainable Development in Multiple Dimensions for Human Well-Being","date_updated":"2026-09-24T13:37:30Z","publication":"Sustainability","status":"public","publication_status":"published","date_created":"2026-09-22T18:35:30Z","user_id":"220548","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"This volume brings together fifteen contributions originally published in the Special Issue Explore Sustainable Development in Multiple Dimensions for Human Well-Being [...]\r\n "}],"publication_identifier":{"eissn":["2071-1050"]},"main_file_link":[{"open_access":"1"}],"intvolume":" 18","_id":"7177","citation":{"ama":"Shulla K, Voigt B-F. Explore Sustainable Development in Multiple Dimensions for Human Well-Being. Sustainability. 2026;18(18). doi:10.3390/su18189574","bibtex":"@article{Shulla_Voigt_2026, title={Explore Sustainable Development in Multiple Dimensions for Human Well-Being}, volume={18}, DOI={10.3390/su18189574}, number={189574}, journal={Sustainability}, publisher={MDPI AG}, author={Shulla, Kalterina and Voigt, Bernd-Friedrich}, year={2026} }","ieee":"K. Shulla and B.-F. Voigt, “Explore Sustainable Development in Multiple Dimensions for Human Well-Being,” Sustainability, vol. 18, no. 18, 2026.","mla":"Shulla, Kalterina, and Bernd-Friedrich Voigt. “Explore Sustainable Development in Multiple Dimensions for Human Well-Being.” Sustainability, vol. 18, no. 18, 9574, MDPI AG, 2026, doi:10.3390/su18189574.","alphadin":"Shulla, Kalterina ; Voigt, Bernd-Friedrich: Explore Sustainable Development in Multiple Dimensions for Human Well-Being. In: Sustainability Bd. 18, MDPI AG (2026), Nr. 18","short":"K. Shulla, B.-F. Voigt, Sustainability 18 (2026).","chicago":"Shulla, Kalterina, and Bernd-Friedrich Voigt. “Explore Sustainable Development in Multiple Dimensions for Human Well-Being.” Sustainability 18, no. 18 (2026). https://doi.org/10.3390/su18189574.","apa":"Shulla, K., & Voigt, B.-F. (2026). Explore Sustainable Development in Multiple Dimensions for Human Well-Being. Sustainability, 18(18). https://doi.org/10.3390/su18189574"},"author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1455-1140/work/227701165","full_name":"Shulla, Kalterina","first_name":"Kalterina","orcid":"0000-0002-1455-1140","last_name":"Shulla","id":"256375"},{"first_name":"Bernd-Friedrich","last_name":"Voigt","full_name":"Voigt, Bernd-Friedrich"}]},{"_id":"7178","citation":{"ama":"Haas C, Kampe T. Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search. In: Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09. ; 2026.","bibtex":"@inproceedings{Haas_Kampe_2026, title={Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search}, booktitle={Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09.}, author={Haas, Christian and Kampe, Tim}, year={2026} }","mla":"Haas, Christian, and Tim Kampe. “Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search.” Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09., 2026.","ieee":"C. Haas and T. Kampe, “Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search,” in Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09., International University (IU), online, 2026.","alphadin":"Haas, Christian ; Kampe, Tim: Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search. In: Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09., 2026","short":"C. Haas, T. Kampe, in: Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09., 2026.","chicago":"Haas, Christian, and Tim Kampe. “Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search.” In Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09., 2026.","apa":"Haas, C., & Kampe, T. (2026). Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search. In Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09. International University (IU), online."},"author":[{"full_name":"Haas, Christian","last_name":"Haas","first_name":"Christian"},{"last_name":"Kampe","orcid":"0000-0003-1217-1360","first_name":"Tim","full_name":"Kampe, Tim","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-1217-1360/work/227570235","id":"222105"}],"date_created":"2026-09-23T12:35:05Z","publication_status":"published","status":"public","publication":"Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09.","date_updated":"2026-09-24T13:36:30Z","abstract":[{"text":"Mit dem Aufkommen von KI-Agenten wandelt sich die Rolle Künstlicher Intelligenz im Recruiting vom unterstützenden Werkzeug zum eigenständig handelnden Akteur. Der Vortrag untersucht am Beispiel der Personalberatung bzw. des Executive Search, wie sich dadurch der klassische sechsstufige Suchprozess sowie das Geschäftsmodell der Branche verändern – basierend auf Literaturauswertung und Experteninterviews mit Personalverantwortlichen und Executive-Search-Partnern. Mithilfe des Business Model Canvas werden Verschiebungen bei Ressourcen, Partnerschaften und Erlösmodellen aufgezeigt; drei Zukunftsszenarien (Verstärkung, Plattform, Disintermediation) sowie Governance-Implikationen runden den Vortrag ab. Der Beitrag knüpft an die vorangegangene Analyse „AI or die?!\" an, die PSF-Geschäftsmodelle branchenübergreifend verglich.","lang":"eng"}],"language":[{"iso":"ger"}],"user_id":"220548","conference":{"location":"International University (IU), online","name":"Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen","end_date":"2026-09-23","start_date":"2026-09-23"},"keyword":["Digitalisierung","KI-Agenten","Geschäftsmodelle","Personalberatung","Professional Service Firms"],"project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"title":"Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search","year":"2026","type":"conference"},{"has_accepted_license":"1","type":"conference","year":"2026","file":[{"success":1,"creator":"kseidlerrolf","date_updated":"2026-09-24T08:42:34Z","date_created":"2026-09-24T08:42:34Z","access_level":"open_access","file_id":"7181","file_size":187190,"file_name":"GREAT_extended_abstract_K.Seidler-Rolf.pdf","content_type":"application/pdf","relation":"main_file"}],"file_date_updated":"2026-09-24T08:42:34Z","oa":"1","title":"German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study","urn":"urn:nbn:de:hbz:bi10-71805","conference":{"end_date":"2026-09-23","name":"5th International Conference of the German Research Center for Comparative Vocational Education and Training (G.R.E.A.T.): Sustainability in Vocational Education and Training (VET)","location":"Cologne","start_date":"2026-09-21"},"user_id":"220548","language":[{"iso":"eng"}],"date_updated":"2026-09-24T13:35:58Z","status":"public","date_created":"2026-09-24T08:42:55Z","author":[{"last_name":"Seidler-Rolf","orcid":"0009-0002-6622-5459","first_name":"Kristina","full_name":"Seidler-Rolf, Kristina","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-6622-5459/work/227672827","id":"250348"},{"first_name":"Christa","last_name":"Büker","full_name":"Büker, Christa","id":"225931"},{"full_name":"Latteck, Änne-Dörte","last_name":"Latteck","first_name":"Änne-Dörte","id":"206662"}],"citation":{"alphadin":"Seidler-Rolf, Kristina ; Büker, Christa ; Latteck, Änne-Dörte: German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study. In: , 2026","ieee":"K. Seidler-Rolf, C. Büker, and Ä.-D. Latteck, “German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study,” presented at the 5th International Conference of the German Research Center for Comparative Vocational Education and Training (G.R.E.A.T.): Sustainability in Vocational Education and Training (VET), Cologne, 2026.","mla":"Seidler-Rolf, Kristina, et al. German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study. 2026.","short":"K. Seidler-Rolf, C. Büker, Ä.-D. Latteck, in: 2026.","bibtex":"@inproceedings{Seidler-Rolf_Büker_Latteck_2026, title={German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study}, author={Seidler-Rolf, Kristina and Büker, Christa and Latteck, Änne-Dörte}, year={2026} }","ama":"Seidler-Rolf K, Büker C, Latteck Ä-D. German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study. In: ; 2026.","apa":"Seidler-Rolf, K., Büker, C., & Latteck, Ä.-D. (2026). German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study. Presented at the 5th International Conference of the German Research Center for Comparative Vocational Education and Training (G.R.E.A.T.): Sustainability in Vocational Education and Training (VET), Cologne.","chicago":"Seidler-Rolf, Kristina, Christa Büker, and Änne-Dörte Latteck. “German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study,” 2026."},"_id":"7180"},{"user_id":"257333","language":[{"iso":"eng"}],"date_updated":"2026-09-24T12:32:15Z","status":"public","publication_status":"published","date_created":"2026-09-24T12:31:20Z","department":[{"_id":"103"}],"author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/227695870","full_name":"Ahmed, Qazi Arbab","first_name":"Qazi Arbab","last_name":"Ahmed","orcid":"0000-0002-1837-2254","id":"257333"},{"full_name":"Karki, Suraj","last_name":"Karki","first_name":"Suraj"},{"id":"242294","full_name":"Jungeblut, Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/227695871","last_name":"Jungeblut","orcid":"0000-0001-7425-8766","first_name":"Thorsten"}],"_id":"7184","citation":{"chicago":"Ahmed, Qazi Arbab, Suraj Karki, and Thorsten Jungeblut. “FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators.” arXiv, 2026. https://doi.org/10.48550/ARXIV.2609.26824.","apa":"Ahmed, Q. A., Karki, S., & Jungeblut, T. (2026). FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. arXiv. https://doi.org/10.48550/ARXIV.2609.26824","alphadin":"Ahmed, Qazi Arbab ; Karki, Suraj ; Jungeblut, Thorsten: FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. In: : arXiv, 2026","ieee":"Q. A. Ahmed, S. Karki, and T. Jungeblut, “FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators,” 2026.","mla":"Ahmed, Qazi Arbab, et al. FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. arXiv, 2026, doi:10.48550/ARXIV.2609.26824.","short":"Q.A. Ahmed, S. Karki, T. Jungeblut, in: arXiv, 2026.","bibtex":"@inproceedings{Ahmed_Karki_Jungeblut_2026, title={FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators}, DOI={10.48550/ARXIV.2609.26824}, publisher={arXiv}, author={Ahmed, Qazi Arbab and Karki, Suraj and Jungeblut, Thorsten}, year={2026} }","ama":"Ahmed QA, Karki S, Jungeblut T. FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. In: arXiv; 2026. doi:10.48550/ARXIV.2609.26824"},"type":"conference","doi":"10.48550/ARXIV.2609.26824","publisher":"arXiv","year":"2026","research_group":[{"_id":"f025f82c-c221-11ec-90a2-d82e18d06cb8","name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie"}],"quality_controlled":"1","project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"title":"FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators"},{"oa":"1","project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"title":"No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA","year":"2026","type":"working_paper","doi":"10.48550/arXiv.2607.13106","main_file_link":[{"open_access":"1"}],"_id":"7171","citation":{"apa":"Karki, S., Ahmed, Q. A., & Jungeblut, T. (2026). No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA. https://doi.org/10.48550/arXiv.2607.13106","chicago":"Karki, Suraj, Qazi Arbab Ahmed, and Thorsten Jungeblut. No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA, 2026. https://doi.org/10.48550/arXiv.2607.13106.","ama":"Karki S, Ahmed QA, Jungeblut T. No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA.; 2026. doi:10.48550/arXiv.2607.13106","bibtex":"@book{Karki_Ahmed_Jungeblut_2026, title={No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA}, DOI={10.48550/arXiv.2607.13106}, author={Karki, Suraj and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, year={2026} }","short":"S. Karki, Q.A. Ahmed, T. Jungeblut, No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA, 2026.","mla":"Karki, Suraj, et al. No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA. 2026, doi:10.48550/arXiv.2607.13106.","ieee":"S. Karki, Q. A. Ahmed, and T. Jungeblut, No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA. 2026.","alphadin":"Karki, Suraj ; Ahmed, Qazi Arbab ; Jungeblut, Thorsten: No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA, 2026"},"department":[{"_id":"103"}],"author":[{"first_name":"Suraj","last_name":"Karki","full_name":"Karki, Suraj"},{"id":"257333","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/227259862","full_name":"Ahmed, Qazi Arbab","first_name":"Qazi Arbab","last_name":"Ahmed","orcid":"0000-0002-1837-2254"},{"id":"242294","first_name":"Thorsten","last_name":"Jungeblut","orcid":"0000-0001-7425-8766","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/227259884","full_name":"Jungeblut, Thorsten"}],"date_updated":"2026-09-24T12:29:24Z","status":"public","date_created":"2026-09-20T15:30:48Z","user_id":"220548","language":[{"iso":"eng"}],"abstract":[{"text":"Edge-based Artificial Intelligence (AI) acceleration has recently improved progress in real-time object detection. Object detection on edge devices requires a balance between accuracy, speed, and power efficiency. This paper proposes a customized Deep Learning Processor Unit (DPU)-aware architecture for attention-based YOLO variants deployed on AMD FPGAs. Specifically, we evaluate and benchmark YOLOv26 and YOLOv11, two modern attention-based YOLO variants, on the Xilinx ZCU104 across both standard and oriented object detection tasks. We replace unsupported activation functions, substitute split operations with 1x1 convolutions, and approximate the spatial attention mechanism in a DPU-compatible way. All models are then trained and evaluated across six benchmark datasets such as COCO, Pascal VOC, KITTI, DOTA, DIOR-R, and an in-house human presence dataset, and benchmarked across all eight DPU configurations (B512 to B4096) in terms of mAP, FPS, latency, power, and resource utilization. Notably, YOLOv26n and YOLOv26n-OBB deliver the highest end-to-end throughput at 34.05 and 29.55 FPS for standard and oriented detection, respectively, with an average of 5% absolute reduction in accuracy due to quantization while achieving up to approximately 3x lower power consumption compared with the state of the art.","lang":"eng"}]},{"publication":"Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit","date_updated":"2026-09-24T12:24:24Z","status":"public","publication_status":"published","date_created":"2026-09-20T19:09:37Z","user_id":"220548","language":[{"iso":"ger"}],"main_file_link":[{"url":"https://repo.uni-hannover.de/bitstreams/2f734850-3360-4ddf-92a5-fe946aa79284/download","open_access":"1"}],"_id":"7172","citation":{"apa":"Battermann, S., & Halbe, M. (2026). In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter. In H. Garbe (Ed.), Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit. Aachen: Apprimus. https://doi.org/10.15488/21110","chicago":"Battermann, Sven, and Mirko Halbe. “In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter.” In Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit, edited by Heyno Garbe. Aachen: Apprimus, 2026. https://doi.org/10.15488/21110.","short":"S. Battermann, M. Halbe, in: H. Garbe (Ed.), Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit, Apprimus, Aachen, 2026.","alphadin":"Battermann, Sven ; Halbe, Mirko: In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter. In: Garbe, H. (Hrsg.): Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit. Aachen : Apprimus, 2026","mla":"Battermann, Sven, and Mirko Halbe. “In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter.” Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit, edited by Heyno Garbe, Apprimus, 2026, doi:10.15488/21110.","ieee":"S. Battermann and M. Halbe, “In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter,” in Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit, Köln, 2026.","bibtex":"@inproceedings{Battermann_Halbe_2026, place={Aachen}, title={In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter}, DOI={10.15488/21110}, booktitle={Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit}, publisher={Apprimus}, author={Battermann, Sven and Halbe, Mirko}, editor={Garbe, HeynoEditor}, year={2026} }","ama":"Battermann S, Halbe M. In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter. In: Garbe H, ed. Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit. Aachen: Apprimus; 2026. doi:10.15488/21110"},"department":[{"_id":"102"}],"editor":[{"full_name":"Garbe, Heyno","last_name":"Garbe","first_name":"Heyno"}],"author":[{"id":"219522","full_name":"Battermann, Sven","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7203-7396/work/227695155","last_name":"Battermann","orcid":"0000-0001-7203-7396","first_name":"Sven"},{"first_name":"Mirko","last_name":"Halbe","orcid":"0009-0000-5976-1507","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-5976-1507/work/227695157","full_name":"Halbe, Mirko","id":"231713"}],"year":"2026","place":"Aachen","doi":"10.15488/21110","type":"conference","publisher":"Apprimus","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/3.0/legalcode","name":"Creative Commons Attribution 3.0 Unported (CC BY 3.0)","short":"CC BY (3.0)","image":"/images/cc_by.png"},"conference":{"name":"EMV 2006","location":"Köln","end_date":"2026-03-26","start_date":"2026-03-24"},"oa":"1","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"title":"In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter","quality_controlled":"1"},{"status":"public","date_updated":"2026-09-24T12:22:54Z","date_created":"2026-09-21T14:31:38Z","publication_status":"accepted","user_id":"220548","abstract":[{"lang":"eng","text":"Reinforcement learning has achieved state-of-the-art performance in MAV control, waypoint flight, and obstacle avoidance. However, existing RL approaches often assume fixed objectives and constraints, with flight behavior largely limited by vehicle dynamics and orientation considered only when required for locomotion. Classical planning and model predictive control handle such constraints explicitly, but require optimization or replanning. This motivates methods that combine learned local control with explicit constraint handling. We combine reinforcement learning with control barrier functions to improve constraint-aware execution. We propose parameterized waypoints that encode orientation, velocity, and corridor constraints. Simulation and real-world experiments show that a single policy can execute different constraint-parameterized navigation scenarios, revealing scenario-dependent trade-offs between traversal time, tracking accuracy, and constraint satisfaction."}],"language":[{"iso":"eng"}],"citation":{"ama":"Kirsch A, Rexilius J. Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints.","bibtex":"@inproceedings{Kirsch_Rexilius, title={Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints}, author={Kirsch, André and Rexilius, Jan} }","mla":"Kirsch, André, and Jan Rexilius. Reinforcement Learning-Based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints.","ieee":"A. Kirsch and J. Rexilius, “Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints,” presented at the 9th Iberian Robotics Conference (ROBOT), Barcelona.","alphadin":"Kirsch, André ; Rexilius, Jan: Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints. In:","short":"A. Kirsch, J. Rexilius, in: n.d.","chicago":"Kirsch, André, and Jan Rexilius. “Reinforcement Learning-Based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints,” n.d.","apa":"Kirsch, A., & Rexilius, J. (n.d.). Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints. Presented at the 9th Iberian Robotics Conference (ROBOT), Barcelona."},"_id":"7173","author":[{"id":"229807","last_name":"Kirsch","first_name":"André","full_name":"Kirsch, André"},{"first_name":"Jan","orcid":"0000-0002-4579-214X","last_name":"Rexilius","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4579-214X/work/227345663","full_name":"Rexilius, Jan","id":"245736"}],"year":"2026","type":"conference","conference":{"location":"Barcelona","name":"9th Iberian Robotics Conference (ROBOT)","end_date":"2026-11-20","start_date":"2026-11-18"},"keyword":["MAV navigation","Reinforcement learning","Constrained navigation","Control barrier functions"],"title":"Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints","quality_controlled":"1","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}]},{"type":"conference","year":"2026","keyword":["Reinforcement Learning","Hybrid Control","Sim-to-Real","Robotic Manipulation","Inverse Kinematics."],"project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"quality_controlled":"1","title":"A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer","conference":{"start_date":"2026-10-27","location":"Sapporo","name":"26th International Conference on Control, Automation and Systems (ICCAS)","end_date":"2026-10-30"},"user_id":"220548","abstract":[{"text":"This paper presents a hybrid control architecture for dynamic robotic picking tasks. The framework combines a Deep Reinforcement Learning policy for high-level interception with a dedicated Inverse Kinematics controller for precise terminal grasping, while mitigating precision limitations of monolithic learning-based approaches. The framework utilizes a Proximal Policy Optimization agent to approach moving targets, seamlessly transitioning to an Inverse Kinematics solver that reduces terminal orientational and positional errors while minimizing cumulative control effort. To facilitate deployment on physical hardware, a robust sim-to-real pipeline incorporating system identification, domain randomization, and latency injection is employed. Experimental results on a physical Franka Emika Panda manipulator validate this hybrid architecture. The system achieves an 80% success rate in pick-and-place tasks, compared to 60.8% for unadapted baselines, with no safety-critical violations such as joint limit breaches or collisions observed during testing.","lang":"eng"}],"language":[{"iso":"eng"}],"status":"public","date_updated":"2026-09-24T12:22:21Z","date_created":"2026-09-21T16:30:06Z","publication_status":"accepted","department":[{"_id":"102"}],"author":[{"id":"244831","full_name":"Mayer, Patrick Thomas","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0009-6800-1273/work/227375528","last_name":"Mayer","orcid":"0009-0009-6800-1273","first_name":"Patrick Thomas"},{"first_name":"Jan","last_name":"Rexilius","orcid":"0000-0002-4579-214X","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4579-214X/work/227375529","full_name":"Rexilius, Jan","id":"245736"}],"_id":"7174","citation":{"apa":"Mayer, P. T., & Rexilius, J. (n.d.). A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer. Presented at the 26th International Conference on Control, Automation and Systems (ICCAS), Sapporo.","chicago":"Mayer, Patrick Thomas, and Jan Rexilius. “A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer,” n.d.","short":"P.T. Mayer, J. Rexilius, in: n.d.","alphadin":"Mayer, Patrick Thomas ; Rexilius, Jan: A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer. In:","ieee":"P. T. Mayer and J. Rexilius, “A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer,” presented at the 26th International Conference on Control, Automation and Systems (ICCAS), Sapporo.","mla":"Mayer, Patrick Thomas, and Jan Rexilius. A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer.","bibtex":"@inproceedings{Mayer_Rexilius, title={A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer}, author={Mayer, Patrick Thomas and Rexilius, Jan} }","ama":"Mayer PT, Rexilius J. A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer."}},{"year":"2026","type":"conference","conference":{"end_date":"2026-11-20","name":"9th Iberian Robotics Conference (ROBOT) ","location":"Barcelona","start_date":"2026-11-18"},"quality_controlled":"1","title":"Adapting to Variable Kinematic Configurations: A Causal-Kinematic Attention Approach for Robotic Control","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"keyword":["Reinforcement Learning","Robotic Manipulation","Morphology Generalization","Sim-to-Real Transfer"],"date_updated":"2026-09-24T12:21:26Z","status":"public","publication_status":"accepted","date_created":"2026-09-21T16:34:09Z","user_id":"220548","language":[{"iso":"eng"}],"abstract":[{"text":"Deep reinforcement learning (RL) policies for robotic control typically overfit to a single hardware configuration. Any change to the kinematic chain breaks the learned mapping and requires complete retraining. This paper investigates whether combining self-attention mechanisms with explicit spatial observations can improve a policy’s adaptability to varying kinematic topologies. We train a single RL agent to control a robotic manipulator across different degrees of freedom (DOF), ranging from a restricted 4-DOF mode to a fully redundant 7-DOF configuration. Instead of fixed-length state vectors, the method processes the active joints as a variable-length sequence in an attention buffer, enriching each joint’s representation with its relative spatial routing and geometric Jacobian influence. This structure allows the agent to dynamically evaluate the physical utility of its available actuators. The proposed Architecture reaches a success rate of 82.1% across trained topologies and 66.6% on unseen configurations, outperforming MLP and generic attention baselines while remaining nearly collisionfree. Finally, we demonstrate successful sim-to-real transfer by deploying the simulation-trained agent on a physical Franka Emika Panda manipulator.","lang":"eng"}],"citation":{"chicago":"Mayer, Patrick Thomas, and Jan Rexilius. “Adapting to Variable Kinematic Configurations: A Causal-Kinematic Attention Approach for Robotic Control,” n.d.","apa":"Mayer, P. T., & Rexilius, J. (n.d.). Adapting to Variable Kinematic Configurations: A Causal-Kinematic Attention Approach for Robotic Control. Presented at the 9th Iberian Robotics Conference (ROBOT) , Barcelona.","alphadin":"Mayer, Patrick Thomas ; Rexilius, Jan: Adapting to Variable Kinematic Configurations: A Causal-Kinematic Attention Approach for Robotic Control. In:","mla":"Mayer, Patrick Thomas, and Jan Rexilius. Adapting to Variable Kinematic Configurations: A Causal-Kinematic Attention Approach for Robotic Control.","ieee":"P. T. Mayer and J. Rexilius, “Adapting to Variable Kinematic Configurations: A Causal-Kinematic Attention Approach for Robotic Control,” presented at the 9th Iberian Robotics Conference (ROBOT) , Barcelona.","short":"P.T. Mayer, J. Rexilius, in: n.d.","bibtex":"@inproceedings{Mayer_Rexilius, title={Adapting to Variable Kinematic Configurations: A Causal-Kinematic Attention Approach for Robotic Control}, author={Mayer, Patrick Thomas and Rexilius, Jan} }","ama":"Mayer PT, Rexilius J. Adapting to Variable Kinematic Configurations: A Causal-Kinematic Attention Approach for Robotic Control."},"_id":"7175","department":[{"_id":"102"}],"author":[{"id":"244831","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0009-6800-1273/work/227375532","full_name":"Mayer, Patrick Thomas","first_name":"Patrick Thomas","orcid":"0009-0009-6800-1273","last_name":"Mayer"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4579-214X/work/227375533","full_name":"Rexilius, Jan","first_name":"Jan","last_name":"Rexilius","orcid":"0000-0002-4579-214X","id":"245736"}]},{"citation":{"apa":"Uphaus, A., & Kampe, T. (2026). Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen. In CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09. Luzern.","chicago":"Uphaus, Andreas, and Tim Kampe. “Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen.” In CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09., 2026.","bibtex":"@inproceedings{Uphaus_Kampe_2026, title={Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen}, booktitle={CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09.}, author={Uphaus, Andreas and Kampe, Tim}, year={2026} }","ama":"Uphaus A, Kampe T. Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen. In: CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09. ; 2026.","short":"A. Uphaus, T. Kampe, in: CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09., 2026.","alphadin":"Uphaus, Andreas ; Kampe, Tim: Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen. In: CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09., 2026","mla":"Uphaus, Andreas, and Tim Kampe. “Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen.” CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09., 2026.","ieee":"A. Uphaus and T. Kampe, “Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen,” in CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09., Luzern, 2026."},"_id":"7155","author":[{"last_name":"Uphaus","first_name":"Andreas","full_name":"Uphaus, Andreas","id":"213333"},{"id":"222105","first_name":"Tim","orcid":"0000-0003-1217-1360","last_name":"Kampe","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-1217-1360/work/226428802","full_name":"Kampe, Tim"}],"date_updated":"2026-09-23T12:37:33Z","publication":"CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09.","status":"public","publication_status":"published","date_created":"2026-09-11T13:23:33Z","user_id":"222105","language":[{"iso":"ger"}],"abstract":[{"lang":"ger","text":"Dieser Beitrag untersucht die Potenziale von Agentic AI und Vibe Coding im Finanz- und Rechnungswesen mittelständischer Unternehmen. Angesichts von Fachkräftemangel und Prozessineffizienzen rücken autonome KI-Systeme und neue Programmierparadigmen zunehmend in den Fokus. Da diese Technologien noch eine geringe Marktdurchdringung aufweisen, nutzt die Studie sieben Large Language Models (LLMs) als exploratives Forschungsinstrument zur systematischen Identifikation und Bewertung von Anwendungsfeldern, Chancen und Risiken. Die Ergebnisse zeigen, dass Agentic AI als Schlüsseltechnologie für die autonome Prozessautomatisierung fungiert, während Vibe Coding die agile Entwicklung individueller Lösungen demokratisiert. Im Vergleich zur Vorstudie 2024/2025 zeigt sich eine signifikante technologische Konkretisierung bei gleichzeitig gestiegenen Anforderungen an Governance und Qualitätssicherung. Die Untersuchung unterstreicht den Wandel hin zu agentischen Architekturen und betont die Notwendigkeit von Hybridwissen, um Effizienzgewinne mit Sicherheitsanforderungen in Einklang zu bringen."}],"conference":{"start_date":"2026-09-10","name":"CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. ","location":"Luzern","end_date":"2026-09-11"},"project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"quality_controlled":"1","title":"Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen","keyword":["Digitalisierung","Künstliche Intelligenz","Automatisierung","Rechnungswesen","Finanzwesen"],"year":"2026","type":"conference"},{"conference":{"start_date":"2026-06-05","location":"Porto, Portugal","name":"2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context","end_date":"2026-06-11"},"oa":"1","title":"ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images","keyword":["Deepfakes","Image forensics","Diffusion models","Computer vision"],"year":"2026","type":"conference","main_file_link":[{"open_access":"1","url":"https://www.dtrsociety.org/library/contribution/cybersec2026_20057/"}],"citation":{"apa":"Vovchenko, V., Barberi, V., Schultenkämper, S., & Bäumer, F. (n.d.). ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images. In 2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context. Porto, Portugal.","chicago":"Vovchenko, Viktoriia, Vincenzo Barberi, Sergej Schultenkämper, and Frederik Bäumer. “ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images.” In 2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context, n.d.","short":"V. Vovchenko, V. Barberi, S. Schultenkämper, F. Bäumer, in: 2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context, n.d.","alphadin":"Vovchenko, Viktoriia ; Barberi, Vincenzo ; Schultenkämper, Sergej ; Bäumer, Frederik: ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images. In: 2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context","mla":"Vovchenko, Viktoriia, et al. “ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images.” 2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context.","ieee":"V. Vovchenko, V. Barberi, S. Schultenkämper, and F. Bäumer, “ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images,” in 2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context, Porto, Portugal.","bibtex":"@inproceedings{Vovchenko_Barberi_Schultenkämper_Bäumer, title={ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images}, booktitle={2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context}, author={Vovchenko, Viktoriia and Barberi, Vincenzo and Schultenkämper, Sergej and Bäumer, Frederik} }","ama":"Vovchenko V, Barberi V, Schultenkämper S, Bäumer F. ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images. In: 2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context."},"_id":"6998","author":[{"id":"252442","orcid":"0009-0004-9798-1112","last_name":"Vovchenko","first_name":"Viktoriia","full_name":"Vovchenko, Viktoriia","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0004-9798-1112/work/218229244"},{"orcid":"0009-0007-8171-1208","last_name":"Barberi","first_name":"Vincenzo","full_name":"Barberi, Vincenzo","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0007-8171-1208/work/224815720","id":"248039"},{"id":"236164","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0005-6858-9813/work/218229246","full_name":"Schultenkämper, Sergej","first_name":"Sergej","last_name":"Schultenkämper","orcid":"0009-0005-6858-9813"},{"orcid":"0000-0002-0826-0144","last_name":"Bäumer","first_name":"Frederik","full_name":"Bäumer, Frederik","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-0826-0144/work/218229247","id":"241734"}],"publication":"2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context","date_updated":"2026-09-21T14:56:26Z","status":"public","publication_status":"accepted","date_created":"2026-06-19T16:23:04Z","user_id":"252442","language":[{"iso":"eng"}],"publication_identifier":{"isbn":["978-1-68558-449-8"]}},{"main_file_link":[{"open_access":"1","url":"https://www.thinkmind.org/library/AIMEDIA/AIMEDIA_2026/aimedia_2026_2_110_40085.html"}],"citation":{"chicago":"Vovchenko, Viktoriia, Sergej Schultenkämper, and Frederik Bäumer. “A Web-Based Platform for Interactive Comparison of Neural Network Image Segmentation Models.” In 2026 The Second International Conference on AI-Based Media Innovation, edited by Stephan Böhm, Petra Ahrweiler, Johannes Gutenberg, and Clement Leung. IARIA, n.d.","apa":"Vovchenko, V., Schultenkämper, S., & Bäumer, F. (n.d.). A Web-Based Platform for Interactive Comparison of Neural Network Image Segmentation Models. In S. Böhm, P. Ahrweiler, J. Gutenberg, & C. Leung (Eds.), 2026 The Second International Conference on AI-based Media Innovation. Nizza, Frankreich: IARIA.","short":"V. Vovchenko, S. Schultenkämper, F. Bäumer, in: S. Böhm, P. Ahrweiler, J. Gutenberg, C. Leung (Eds.), 2026 The Second International Conference on AI-Based Media Innovation, IARIA, n.d.","ieee":"V. Vovchenko, S. Schultenkämper, and F. 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IARIA.","bibtex":"@inproceedings{Vovchenko_Schultenkämper_Bäumer, title={A Web-Based Platform for Interactive Comparison of Neural Network Image Segmentation Models}, booktitle={2026 The Second International Conference on AI-based Media Innovation}, publisher={IARIA}, author={Vovchenko, Viktoriia and Schultenkämper, Sergej and Bäumer, Frederik}, editor={Böhm, Stephan and Ahrweiler, Petra and Gutenberg, Johannes and Leung, Clement Editors} }"},"_id":"7002","editor":[{"last_name":"Böhm","first_name":"Stephan","full_name":"Böhm, Stephan"},{"full_name":"Ahrweiler, Petra","first_name":"Petra","last_name":"Ahrweiler"},{"full_name":"Gutenberg, Johannes","last_name":"Gutenberg","first_name":"Johannes"},{"last_name":"Leung","first_name":"Clement ","full_name":"Leung, Clement "}],"author":[{"id":"252442","orcid":"0009-0004-9798-1112","last_name":"Vovchenko","first_name":"Viktoriia","full_name":"Vovchenko, Viktoriia","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0004-9798-1112/work/218229773"},{"id":"236164","last_name":"Schultenkämper","orcid":"0009-0005-6858-9813","first_name":"Sergej","full_name":"Schultenkämper, Sergej","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0005-6858-9813/work/218229775"},{"id":"241734","orcid":"0000-0002-0826-0144","last_name":"Bäumer","first_name":"Frederik","full_name":"Bäumer, Frederik","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-0826-0144/work/218229776"}],"date_updated":"2026-09-21T14:54:44Z","publication":"2026 The Second International Conference on AI-based Media Innovation","status":"public","publication_status":"accepted","date_created":"2026-06-19T16:31:47Z","user_id":"252442","abstract":[{"lang":"eng","text":"Selecting an appropriate semantic segmentation model for a given application domain remains a challenging and time-consuming task for practitioners and researchers. This paper presents an interactive, web-based platform that enables side-by-side visual comparison of multiple neural network segmentation models applied to identical images. The system integrates three transformer-based segmentation models: a face-parsing network producing 19 semantic classes, a SegFormer-B3 clothing segmentation model with 18 classes, and a Mask2Former model for general-purpose scene segmentation spanning 150 ADE20K categories. Key contributions include side-by-side evaluation of model outputs across multiple architectures and image categories, with real-time segment highlighting and a scalable inference caching system that enables model comparisons without requiring repeated graphics processing unit (GPU) computation. The platform organizes a curated dataset of images under a hierarchical category taxonomy, supporting structured evaluation across demographic and contextual variables. As a practical use case, the system is applied within the ADRIAN project to assist in verifying identity consistency across images through segmentation-based analysis. The platform thus contributes a specialized artificial intelligence (AI) tool for systematic segmentation and object detection model evaluation within media analysis pipelines, where selecting appropriate models is a recurring challenge across tasks from identity verification to content moderation. It is available under https://github.com/vika-v-v/neural-networks-for-image-segmentation and designed to lower the barrier for comparative model evaluation in applied computer vision workflows."}],"language":[{"iso":"eng"}],"publication_identifier":{"isbn":["978-1-68558-403-0"]},"conference":{"start_date":"2026-07-05","name":"2026 The Second International Conference on AI-based Media Innovation","location":"Nizza, Frankreich","end_date":"2026-07-09"},"oa":"1","title":"A Web-Based Platform for Interactive Comparison of Neural Network Image Segmentation Models","keyword":["segmentation","model comparison","face parsing"],"year":"2026","type":"conference","publisher":"IARIA"},{"publisher":"IEEE","type":"conference","has_accepted_license":"1","year":"2026","file":[{"date_updated":"2026-09-10T18:22:28Z","creator":"pwette","success":1,"access_level":"open_access","date_created":"2026-09-10T18:22:28Z","file_size":683589,"file_id":"7154","file_name":"Online_Reconfiguration_of_Smart_Material_Recovery_Facilities_using_Mixed_Integer_Linear_Programming-2.pdf","relation":"main_file","content_type":"application/pdf"}],"urn":"urn:nbn:de:hbz:bi10-71539","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"title":"Online Reconfiguration of Smart Material Recovery Facilities using Mixed-Integer Linear Programming","file_date_updated":"2026-09-10T18:22:28Z","oa":"1","conference":{"start_date":"2026-09-08","location":"Västerås, Sweden","name":"31st IEEE International Conference on Emerging Technologies and Factory Automation","end_date":"2026-09-11"},"language":[{"iso":"eng"}],"user_id":"246560","date_created":"2026-09-10T18:23:11Z","date_updated":"2026-09-21T14:39:18Z","publication":"Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation","status":"public","author":[{"id":"235565","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-7284-6531/work/226345774","full_name":"Schulze, Jan-Philipp","first_name":"Jan-Philipp","last_name":"Schulze","orcid":"0009-0003-7284-6531"},{"first_name":"Philip","last_name":"Wette","full_name":"Wette, Philip","id":"246560"}],"department":[{"_id":"102"}],"_id":"7153","citation":{"bibtex":"@inproceedings{Schulze_Wette_2026, title={Online Reconfiguration of Smart Material Recovery Facilities using Mixed-Integer Linear Programming}, booktitle={Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation}, publisher={IEEE}, author={Schulze, Jan-Philipp and Wette, Philip}, year={2026} }","ama":"Schulze J-P, Wette P. Online Reconfiguration of Smart Material Recovery Facilities using Mixed-Integer Linear Programming. In: Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation. IEEE; 2026.","alphadin":"Schulze, Jan-Philipp ; Wette, Philip: Online Reconfiguration of Smart Material Recovery Facilities using Mixed-Integer Linear Programming. In: Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation : IEEE, 2026","mla":"Schulze, Jan-Philipp, and Philip Wette. “Online Reconfiguration of Smart Material Recovery Facilities Using Mixed-Integer Linear Programming.” Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation, IEEE, 2026.","ieee":"J.-P. Schulze and P. Wette, “Online Reconfiguration of Smart Material Recovery Facilities using Mixed-Integer Linear Programming,” in Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation, Västerås, Sweden, 2026.","short":"J.-P. Schulze, P. Wette, in: Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation, IEEE, 2026.","apa":"Schulze, J.-P., & Wette, P. (2026). Online Reconfiguration of Smart Material Recovery Facilities using Mixed-Integer Linear Programming. In Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation. Västerås, Sweden: IEEE.","chicago":"Schulze, Jan-Philipp, and Philip Wette. “Online Reconfiguration of Smart Material Recovery Facilities Using Mixed-Integer Linear Programming.” In Proceedings of the 31st IEEE International Conference on Emerging Technologies and Factory Automation. 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Presented at the Lernwelten - Stand up and teach, Dresden.","chicago":"Seidler-Rolf, Kristina, Flavian Knoblauch, and Karina Ilskens. “Integration von Planetary Health in die Ausbildung: Lehrende durch ein Train-the-Trainer-Konzept unterstützen,” 2026."},"tmp":{"image":"/images/cc_by_sa.png","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)","short":"CC BY-SA (4.0)"},"type":"conference_abstract","has_accepted_license":"1","year":"2026","file":[{"relation":"main_file","content_type":"application/pdf","file_name":"Naht2-0_Lernwelten2026_Projekt_Projektverlauf_09-09-26.pdf","file_size":3143793,"file_id":"7167","access_level":"open_access","date_created":"2026-09-16T09:56:05Z","creator":"kseidlerrolf","date_updated":"2026-09-16T09:56:05Z","success":1},{"file_id":"7168","file_size":2645035,"file_name":"Naht2-0_Lernwelten2026_Poster_Materialien_09-09-26.pdf","relation":"main_file","content_type":"application/pdf","success":1,"creator":"kseidlerrolf","date_updated":"2026-09-16T09:56:25Z","date_created":"2026-09-16T09:56:25Z","access_level":"open_access"},{"file_id":"7170","file_size":173208,"file_name":"Abstract_Lernwelten_2026_Workshop_Projekt_Naht2.0.pdf","content_type":"application/pdf","relation":"main_file","success":1,"creator":"kseidlerrolf","date_updated":"2026-09-16T17:41:54Z","date_created":"2026-09-16T17:41:54Z","access_level":"open_access"}],"title":"Integration von Planetary Health in die Ausbildung: Lehrende durch ein Train-the-Trainer-Konzept unterstützen","urn":"urn:nbn:de:hbz:bi10-71667","project":[{"name":"Institut für Bildungs- und Versorgungsforschung im Gesundheitsbereich","_id":"8bf9fb05-cd75-11ed-89f4-a553b3701b2e"}],"file_date_updated":"2026-09-16T17:41:54Z","oa":"1","conference":{"start_date":"2026-09-14","location":"Dresden","name":"Lernwelten - Stand up and teach","end_date":"2026-09-15"}},{"file":[{"success":1,"date_updated":"2026-09-16T08:24:45Z","creator":"alalidismateo","date_created":"2026-09-16T08:24:45Z","access_level":"open_access","file_id":"7163","file_size":5255806,"file_name":"3780045.3780061.pdf","relation":"main_file","content_type":"application/pdf"}],"doi":"10.1145/3780045.3780061","type":"conference","tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"related_material":{"record":[{"id":"7164","status":"public","relation":"other"}]},"conference":{"start_date":"2026-03-01","location":"Ascona Switzerland","name":"AlpCHI 2026: 1st International Conference on Human-Computer Interaction in the Alps","end_date":"2026-03-05"},"urn":"urn:nbn:de:hbz:bi10-71625","date_updated":"2026-09-16T09:58:10Z","page":"79-86","corporate_editor":["Association for Computing Machinery (ACM)"],"publication_identifier":{"isbn":["9798400719486"]},"author":[{"first_name":"George","last_name":"Fejer","full_name":"Fejer, George"},{"last_name":"Holzapfel","first_name":"Till","full_name":"Holzapfel, Till"},{"first_name":"Taru","last_name":"Hirvonen","full_name":"Hirvonen, Taru"},{"id":"236796","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9545-9043/work/226875376","full_name":"Lalidis Mateo, Anestis-Pere","first_name":"Anestis-Pere","last_name":"Lalidis Mateo","orcid":"0009-0002-9545-9043"},{"first_name":"Johannes","last_name":"Blum","full_name":"Blum, Johannes"},{"first_name":"Michael","last_name":"Gaebler","full_name":"Gaebler, Michael"},{"full_name":"Lenggenhager, Bigna","last_name":"Lenggenhager","first_name":"Bigna"}],"year":"2026","place":"New York, NY, USA","has_accepted_license":"1","publisher":"ACM","file_date_updated":"2026-09-16T08:24:45Z","oa":"1","quality_controlled":"1","title":"Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"keyword":["heart rate variability","biofeedback","virtual reality","affective state modulation","affective visualization","coherence breathing"],"publication":"Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps","status":"public","publication_status":"published","date_created":"2026-09-16T08:44:02Z","user_id":"220548","abstract":[{"text":"Heart rate variability biofeedback has emerged as a validated intervention for stress management and emotional regulation through coherence breathing techniques. Existing biofeedback systems typically present cardiac and respiratory signals as separate feedback channels or rely on discrete interface elements that fragment attention and disrupt immersion. We present a design framework that extends Viscereality, a bioresponsive VR framework originally developed for breath mapping, to integrate multi-channel biofeedback including heart rate within immersive VR, centered on a particle-based environment that functions as a spatial body-mapping interface. By leveraging bioresponsive breath interactions for embodiment and weak representational aesthetics for cardiac coherence, the framework aims to encode both streams within a shared visual substrate, reducing the attentional task-switching and experiential fragmentation that multi-channel displays otherwise risk. The system translates lung volume into spatial expansion and contraction of the environment itself, maps cardiac coherence onto affective visual dimensions (angularity, brightness, saturation, symmetry), and embeds breathing guidance within the same geometric substrate. We present the design rationale and implementation of this framework, with empirical validation of its effectiveness to be conducted in future studies.","lang":"eng"}],"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"_id":"7162","citation":{"chicago":"Fejer, George, Till Holzapfel, Taru Hirvonen, Anestis-Pere Lalidis Mateo, Johannes Blum, Michael Gaebler, and Bigna Lenggenhager. “Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality.” In Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps, edited by Association for Computing Machinery (ACM), 79–86. New York, NY, USA: ACM, 2026. https://doi.org/10.1145/3780045.3780061.","apa":"Fejer, G., Holzapfel, T., Hirvonen, T., Lalidis Mateo, A.-P., Blum, J., Gaebler, M., & Lenggenhager, B. (2026). Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality. In Association for Computing Machinery (ACM) (Ed.), Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps (pp. 79–86). New York, NY, USA: ACM. https://doi.org/10.1145/3780045.3780061","ama":"Fejer G, Holzapfel T, Hirvonen T, et al. Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality. In: Association for Computing Machinery (ACM), ed. Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps. New York, NY, USA: ACM; 2026:79-86. doi:10.1145/3780045.3780061","bibtex":"@inproceedings{Fejer_Holzapfel_Hirvonen_Lalidis Mateo_Blum_Gaebler_Lenggenhager_2026, place={New York, NY, USA}, title={Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality}, DOI={10.1145/3780045.3780061}, booktitle={Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps}, publisher={ACM}, author={Fejer, George and Holzapfel, Till and Hirvonen, Taru and Lalidis Mateo, Anestis-Pere and Blum, Johannes and Gaebler, Michael and Lenggenhager, Bigna}, editor={Association for Computing Machinery (ACM)Editor}, year={2026}, pages={79–86} }","short":"G. Fejer, T. Holzapfel, T. Hirvonen, A.-P. Lalidis Mateo, J. Blum, M. Gaebler, B. Lenggenhager, in: Association for Computing Machinery (ACM) (Ed.), Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps, ACM, New York, NY, USA, 2026, pp. 79–86.","mla":"Fejer, George, et al. “Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality.” Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps, edited by Association for Computing Machinery (ACM), ACM, 2026, pp. 79–86, doi:10.1145/3780045.3780061.","ieee":"G. Fejer et al., “Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality,” in Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps, Ascona Switzerland, 2026, pp. 79–86.","alphadin":"Fejer, George ; Holzapfel, Till ; Hirvonen, Taru ; Lalidis Mateo, Anestis-Pere ; Blum, Johannes ; Gaebler, Michael ; Lenggenhager, Bigna: Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality. In: Association for Computing Machinery (ACM) (Hrsg.): Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps. New York, NY, USA : ACM, 2026, S. 79–86"},"department":[{"_id":"102"}]},{"related_material":{"record":[{"id":"6574","relation":"earlier_version","status":"public"}]},"project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"title":"Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience","year":"2026","publisher":"OSF","type":"research_data","doi":"10.17605/OSF.IO/64MWK","citation":{"ama":"Fejer G, Holzapfel T, Hirvonen T, et al. Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience. 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Fejer, T. Holzapfel, T. Hirvonen, A.-P. Lalidis Mateo, J. Blum, M. Gaebler, B. Lenggenhager, Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience, OSF, 2026.","chicago":"Fejer, George, Till Holzapfel, Taru Hirvonen, Anestis-Pere Lalidis Mateo, Johannes Blum, Michael Gaebler, and Bigna Lenggenhager. Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience. OSF, 2026. https://doi.org/10.17605/OSF.IO/64MWK.","apa":"Fejer, G., Holzapfel, T., Hirvonen, T., Lalidis Mateo, A.-P., Blum, J., Gaebler, M., & Lenggenhager, B. (2026). Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience. 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(2026). How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey . Presented at the 32nd Recent Advances in Retailing and Consumer Science Conference , Berlin, Germany.","mla":"Schröder, Nadine, et al. How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey . 2026.","ieee":"N. Schröder, C. Schamp, and T. Reutterer, “How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey ,” presented at the 32nd Recent Advances in Retailing and Consumer Science Conference , Berlin, Germany, 2026.","alphadin":"Schröder, Nadine ; Schamp, Christina ; Reutterer, Thomas: How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey . In: , 2026","short":"N. Schröder, C. Schamp, T. Reutterer, in: 2026.","ama":"Schröder N, Schamp C, Reutterer T. How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey . In: ; 2026.","bibtex":"@inproceedings{Schröder_Schamp_Reutterer_2026, title={How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey }, author={Schröder, Nadine and Schamp, Christina and Reutterer, Thomas}, year={2026} }"},"conference":{"start_date":"2026-07-13","name":"32nd Recent Advances in Retailing and Consumer Science Conference ","location":"Berlin, Germany","end_date":"2026-07-16"},"title":"How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey ","author":[{"id":"260490","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-7190-7510/work/226435008","full_name":"Schröder, Nadine","first_name":"Nadine","last_name":"Schröder","orcid":"0000-0002-7190-7510"},{"full_name":"Schamp, Christina","last_name":"Schamp","first_name":"Christina"},{"full_name":"Reutterer, Thomas","first_name":"Thomas","last_name":"Reutterer"}],"department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"year":"2026","date_created":"2026-09-11T14:54:52Z","date_updated":"2026-09-16T08:41:22Z","status":"public","language":[{"iso":"eng"}],"user_id":"220548","type":"conference"},{"date_updated":"2026-09-16T08:39:10Z","status":"public","year":"2026","date_created":"2026-09-11T14:51:21Z","user_id":"220548","type":"conference","language":[{"iso":"eng"}],"conference":{"location":"Carcavelos, Portugal","name":"48th ISMS Marketing Science Conference","end_date":"2026-06-13","start_date":"2026-06-11"},"_id":"7156","citation":{"chicago":"Schröder, Nadine, Christina Schamp, and Thomas Reutterer. “How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey,” 2026.","apa":"Schröder, N., Schamp, C., & Reutterer, T. (2026). How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey. Presented at the 48th ISMS Marketing Science Conference, Carcavelos, Portugal.","short":"N. Schröder, C. Schamp, T. Reutterer, in: 2026.","mla":"Schröder, Nadine, et al. How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey. 2026.","ieee":"N. Schröder, C. Schamp, and T. Reutterer, “How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey,” presented at the 48th ISMS Marketing Science Conference, Carcavelos, Portugal, 2026.","alphadin":"Schröder, Nadine ; Schamp, Christina ; Reutterer, Thomas: How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey. In: , 2026","ama":"Schröder N, Schamp C, Reutterer T. How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey. In: ; 2026.","bibtex":"@inproceedings{Schröder_Schamp_Reutterer_2026, title={How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey}, author={Schröder, Nadine and Schamp, Christina and Reutterer, Thomas}, year={2026} }"},"department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"title":"How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey","author":[{"full_name":"Schröder, Nadine","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-7190-7510/work/226435022","orcid":"0000-0002-7190-7510","last_name":"Schröder","first_name":"Nadine","id":"260490"},{"first_name":"Christina","last_name":"Schamp","full_name":"Schamp, Christina"},{"full_name":"Reutterer, Thomas","first_name":"Thomas","last_name":"Reutterer"}]},{"oa":"1","title":"Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis","volume":5,"type":"journal_article","doi":"10.2196/94589","publisher":"JMIR Publications Inc.","year":"2026","author":[{"last_name":"Jagemann","orcid":"0000-0002-3468-3423","first_name":"Inga","full_name":"Jagemann, Inga","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3468-3423/work/226873432","id":"252878"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-5565-0228/work/226873433","full_name":"Baudisch, Justin","first_name":"Justin","last_name":"Baudisch","orcid":"0000-0001-5565-0228","id":"247397"},{"full_name":"Jungeblut, Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/226873434","last_name":"Jungeblut","orcid":"0000-0001-7425-8766","first_name":"Thorsten","id":"242294"},{"full_name":"Maier, Günter W","last_name":"Maier","first_name":"Günter W"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/226873436","full_name":"Hirschfeld, Gerrit","first_name":"Gerrit","last_name":"Hirschfeld","orcid":"0000-0003-2143-4564","id":"234690"}],"main_file_link":[{"open_access":"1"}],"_id":"7159","intvolume":" 5","citation":{"ama":"Jagemann I, Baudisch J, Jungeblut T, Maier GW, Hirschfeld G. Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis. JMIR AI. 2026;5:e94589-e94589. doi:10.2196/94589","bibtex":"@article{Jagemann_Baudisch_Jungeblut_Maier_Hirschfeld_2026, title={Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis}, volume={5}, DOI={10.2196/94589}, journal={JMIR AI}, publisher={JMIR Publications Inc.}, author={Jagemann, Inga and Baudisch, Justin and Jungeblut, Thorsten and Maier, Günter W and Hirschfeld, Gerrit}, year={2026}, pages={e94589–e94589} }","short":"I. Jagemann, J. Baudisch, T. Jungeblut, G.W. Maier, G. Hirschfeld, JMIR AI 5 (2026) e94589–e94589.","ieee":"I. Jagemann, J. Baudisch, T. Jungeblut, G. W. Maier, and G. Hirschfeld, “Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis,” JMIR AI, vol. 5, pp. e94589–e94589, 2026.","mla":"Jagemann, Inga, et al. “Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis.” JMIR AI, vol. 5, JMIR Publications Inc., 2026, pp. e94589–e94589, doi:10.2196/94589.","alphadin":"Jagemann, Inga ; Baudisch, Justin ; Jungeblut, Thorsten ; Maier, Günter W ; Hirschfeld, Gerrit: Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis. In: JMIR AI Bd. 5, JMIR Publications Inc. (2026), S. e94589–e94589","apa":"Jagemann, I., Baudisch, J., Jungeblut, T., Maier, G. W., & Hirschfeld, G. (2026). Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis. JMIR AI, 5, e94589–e94589. https://doi.org/10.2196/94589","chicago":"Jagemann, Inga, Justin Baudisch, Thorsten Jungeblut, Günter W Maier, and Gerrit Hirschfeld. “Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis.” JMIR AI 5 (2026): e94589–e94589. https://doi.org/10.2196/94589."},"user_id":"220548","language":[{"iso":"eng"}],"abstract":[{"text":"Background: Smart home technology powered by AI can detect anomalies and make emergency calls, enabling residents to live safely and independently. However, the adoption of such technologies for medical emergency detection remains limited.\r\n\r\nObjective: This study aimed to explore consumer preferences for AI-based smart home technology for medical emergency detection and identify predictors such as sociodemographic variables, AI literacy, and technology affinity.\r\n\r\nMethod: A sample of 300 participants (172/300, 57.33% female; 128/300, 42.67% male, aged 18‐69 years) completed a choice-based conjoint analysis (CBCA). Participants evaluated 15 choice sets describing smart home variants based on cost, location, emergency detection rate, type of sensor, and data processing.\r\n\r\nResults: Cost was the most important attribute (relative importance [RI]=41%), followed by emergency detection rate (RI=19%), data processing (RI=14%), and location (RI=14%). The type of sensor was the least important attribute (RI=9%). The preferred configuration combined an annual subscription of €70 (US $82), a 95% detection rate, wearable sensors, personalized AI, and installation in both intimate and shared rooms. Notably, 68.3% (205/300) of participants showed a positive none utility, indicating that even the optimal configuration did not overcome general reluctance to adopt such systems. While most expected correlations between sociodemographic variables and attribute importances were not observed, a significant correlation between self-reported health status and emergency detection rate was found (r=.16, P=.007). Interestingly, 61% (167/270) of participants preferred AI over human involvement in data processing, but logistic regression revealed that a significant correlation between self-reported health status and emergency detection rate was found (OR=0.58, P=.04).\r\n\r\nConclusions: These findings highlight the need to align smart home development with user preferences, emphasizing cost-effectiveness. Additionally, AI literacy plays an important role in technology adoption in the context of AI-based smart home technology. Further research is needed to understand and address the reluctance to adopt AI for medical emergency detection.","lang":"eng"}],"publication_identifier":{"eissn":["2817-1705"]},"date_updated":"2026-09-16T08:20:11Z","publication":"JMIR AI","status":"public","publication_status":"published","page":"e94589-e94589","date_created":"2026-09-15T22:05:30Z"}]