[{"author":[{"full_name":"Vovchenko, Viktoriia","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0004-9798-1112/work/218229244","last_name":"Vovchenko","orcid":"0009-0004-9798-1112","first_name":"Viktoriia","id":"252442"},{"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"},{"orcid":"0009-0005-6858-9813","last_name":"Schultenkämper","first_name":"Sergej","full_name":"Schultenkämper, Sergej","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0005-6858-9813/work/218229246","id":"236164"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-0826-0144/work/218229247","full_name":"Bäumer, Frederik","first_name":"Frederik","orcid":"0000-0002-0826-0144","last_name":"Bäumer","id":"241734"}],"citation":{"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.","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.","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.","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."},"_id":"6998","main_file_link":[{"url":"https://www.dtrsociety.org/library/contribution/cybersec2026_20057/","open_access":"1"}],"publication_identifier":{"isbn":["978-1-68558-449-8"]},"language":[{"iso":"eng"}],"user_id":"252442","date_created":"2026-06-19T16:23:04Z","publication_status":"accepted","status":"public","publication":"2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context","date_updated":"2026-10-05T07:54:25Z","keyword":["Deepfakes","Image forensics","Diffusion models","Computer vision"],"title":"ADRIAN InstructFace-Edit - Towards Robust Detection of AI-Manipulated Face Images","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"oa":"1","conference":{"name":"2026 The First International Conference on Security and Cybersecurity in the AI and Digital Context","location":"Porto, Portugal","end_date":"2026-06-11","start_date":"2026-06-05"},"type":"conference","year":"2026"},{"page":"187-193","date_created":"2026-09-29T13:30:21Z","publication_status":"published","status":"public","publication":"Zeitschrift für Europäisches Daten- und Informationsrecht","date_updated":"2026-10-05T07:53:02Z","language":[{"iso":"ger"}],"user_id":"261203","_id":"7187","citation":{"chicago":"Schulte, Laura, and Kristin Maoro. “Data Governance im europäischen Datenrecht - Begriff und Regulierungsansätze.” Zeitschrift für Europäisches Daten- und Informationsrecht, no. 4 (2026): 187–93.","apa":"Schulte, L., & Maoro, K. (2026). Data Governance im europäischen Datenrecht - Begriff und Regulierungsansätze. Zeitschrift für Europäisches Daten- und Informationsrecht, (4), 187–193.","bibtex":"@article{Schulte_Maoro_2026, title={Data Governance im europäischen Datenrecht - Begriff und Regulierungsansätze}, number={4}, journal={Zeitschrift für Europäisches Daten- und Informationsrecht}, author={Schulte, Laura and Maoro, Kristin}, year={2026}, pages={187–193} }","ama":"Schulte L, Maoro K. Data Governance im europäischen Datenrecht - Begriff und Regulierungsansätze. Zeitschrift für Europäisches Daten- und Informationsrecht. 2026;(4):187-193.","alphadin":"Schulte, Laura ; Maoro, Kristin: Data Governance im europäischen Datenrecht - Begriff und Regulierungsansätze. In: Zeitschrift für Europäisches Daten- und Informationsrecht (2026), Nr. 4, S. 187–193","mla":"Schulte, Laura, and Kristin Maoro. “Data Governance im europäischen Datenrecht - Begriff und Regulierungsansätze.” Zeitschrift für Europäisches Daten- und Informationsrecht, no. 4, 2026, pp. 187–93.","ieee":"L. Schulte and K. Maoro, “Data Governance im europäischen Datenrecht - Begriff und Regulierungsansätze,” Zeitschrift für Europäisches Daten- und Informationsrecht, no. 4, pp. 187–193, 2026.","short":"L. Schulte, K. Maoro, Zeitschrift für Europäisches Daten- und Informationsrecht (2026) 187–193."},"author":[{"id":"254694","full_name":"Schulte, Laura","first_name":"Laura","last_name":"Schulte"},{"full_name":"Maoro, Kristin","last_name":"Maoro","first_name":"Kristin","id":"236900"}],"year":"2026","issue":"4","type":"journal_article","title":"Data Governance im europäischen Datenrecht - Begriff und Regulierungsansätze"},{"author":[{"full_name":"Funke, Christopher","last_name":"Funke","first_name":"Christopher"},{"first_name":"Gianfranco","last_name":"Walsh","full_name":"Walsh, Gianfranco"},{"id":"253685","first_name":"Tobias","last_name":"Schäfers","orcid":"0000-0002-2533-335X","full_name":"Schäfers, Tobias"}],"department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"citation":{"chicago":"Funke, Christopher, Gianfranco Walsh, and Tobias Schäfers. “The Moment of Delivery in Online Retailing: How Courier Types and Inoculation Messages Affect Reactions to the Last-Mile Experience.” Journal of Service Research, 2026. https://doi.org/10.1177/10946705261464334.","apa":"Funke, C., Walsh, G., & Schäfers, T. (2026). The Moment of Delivery in Online Retailing: How Courier Types and Inoculation Messages Affect Reactions to the Last-Mile Experience. Journal of Service Research. https://doi.org/10.1177/10946705261464334","short":"C. Funke, G. Walsh, T. Schäfers, Journal of Service Research (2026).","ieee":"C. Funke, G. Walsh, and T. Schäfers, “The Moment of Delivery in Online Retailing: How Courier Types and Inoculation Messages Affect Reactions to the Last-Mile Experience,” Journal of Service Research, 2026.","mla":"Funke, Christopher, et al. “The Moment of Delivery in Online Retailing: How Courier Types and Inoculation Messages Affect Reactions to the Last-Mile Experience.” Journal of Service Research, SAGE Publications, 2026, doi:10.1177/10946705261464334.","alphadin":"Funke, Christopher ; Walsh, Gianfranco ; Schäfers, Tobias: The Moment of Delivery in Online Retailing: How Courier Types and Inoculation Messages Affect Reactions to the Last-Mile Experience. In: Journal of Service Research, SAGE Publications (2026)","ama":"Funke C, Walsh G, Schäfers T. The Moment of Delivery in Online Retailing: How Courier Types and Inoculation Messages Affect Reactions to the Last-Mile Experience. Journal of Service Research. 2026. doi:10.1177/10946705261464334","bibtex":"@article{Funke_Walsh_Schäfers_2026, title={The Moment of Delivery in Online Retailing: How Courier Types and Inoculation Messages Affect Reactions to the Last-Mile Experience}, DOI={10.1177/10946705261464334}, journal={Journal of Service Research}, publisher={SAGE Publications}, author={Funke, Christopher and Walsh, Gianfranco and Schäfers, Tobias}, year={2026} }"},"_id":"7190","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1177/10946705261464334"}],"publication_identifier":{"eissn":["1552-7379"],"issn":["1094-6705"]},"abstract":[{"text":" Online customers’ journeys span several touchpoints, which typically do not involve any interpersonal interactions with online retailers—except at the moment of delivery (MoD). When retailers use third-party courier services to fulfill orders, they relinquish control over this critical, last-mile touchpoint, possibly to their detriment. An analysis of over 35,000 reviews shows that a negative MoD experience can trigger ripple effects through detrimental word of mouth (WOM). To regain control, retailers might adopt vertical integration or inoculation. Across four experimental studies, the current research examines how courier type (proprietary vs. third-party) affects consumers’ WOM in response to positive and negative MoD experiences and how inoculation messages can reduce customers’ susceptibility to adverse effects of negative MoD experiences. A single-paper meta-analysis affirms that third-party couriers buffer the detrimental effects of negative MoD experiences, but positive MoD experiences benefit only established retailers handling last-mile delivery themselves. Inoculation messages can also increase customer resilience to last-mile failures by mitigating the adverse effects of negative MoD experiences on WOM. This research highlights couriers’ crucial role as key actors in the MoD and clarifies the effects of MoD experiences for online retailers, emphasizing the need to consider both couriers and preemptive measures.\r\n ","lang":"eng"}],"language":[{"iso":"eng"}],"user_id":"261203","date_created":"2026-10-02T14:16:33Z","publication_status":"published","status":"public","date_updated":"2026-10-05T07:31:01Z","publication":"Journal of Service Research","title":"The Moment of Delivery in Online Retailing: How Courier Types and Inoculation Messages Affect Reactions to the Last-Mile Experience","quality_controlled":"1","urn":"urn:nbn:de:hbz:bi10-71903","oa":"1","file_date_updated":"2026-10-02T14:15:25Z","tmp":{"name":"Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)","short":"CC BY-NC (4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nc/4.0/legalcode","image":"/images/cc_by_nc.png"},"publisher":"SAGE Publications","doi":"10.1177/10946705261464334","has_accepted_license":"1","type":"journal_article","file":[{"file_size":739473,"file_id":"7191","file_name":"Funke et al - The moment of delivery.pdf","relation":"main_file","content_type":"application/pdf","creator":"tschaefers","date_updated":"2026-10-02T14:15:17Z","success":1,"date_created":"2026-10-02T14:15:17Z","access_level":"open_access"},{"file_name":"JSR1464334 - Moment of Delivery - WEB APPENDIX.pdf","relation":"main_file","content_type":"application/pdf","file_id":"7192","file_size":584385,"success":1,"creator":"tschaefers","date_updated":"2026-10-02T14:15:25Z","access_level":"open_access","date_created":"2026-10-02T14:15:25Z"}],"article_type":"original","year":"2026"},{"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","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."}],"user_id":"263827","date_created":"2026-09-03T06:58:58Z","date_updated":"2026-09-29T09:33:30Z","status":"public","author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-1457-6377/work/225633070","full_name":"Diel, Leon","first_name":"Leon","orcid":"0009-0003-1457-6377","last_name":"Diel","id":"235442"},{"full_name":"Remberg, Joy","last_name":"Remberg","first_name":"Joy","id":"250953"},{"full_name":"Schwenzfeier-Hellkamp, Eva","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/225633071","orcid":"0000-0002-3020-1343","last_name":"Schwenzfeier-Hellkamp","first_name":"Eva","id":"72528"},{"full_name":"Kolkmann, Beate","first_name":"Beate","last_name":"Kolkmann"},{"first_name":"Kerstin","last_name":"Schmidt","full_name":"Schmidt, Kerstin","id":"249566"},{"last_name":"Penner","first_name":"Anna","full_name":"Penner, Anna"},{"first_name":"Sarah","last_name":"Kleinhans","full_name":"Kleinhans, Sarah"},{"full_name":"David, Friederike","last_name":"David","first_name":"Friederike"},{"full_name":"Meyer, Rolf Olaf","last_name":"Meyer","first_name":"Rolf Olaf"}],"department":[{"_id":"103"}],"_id":"7135","citation":{"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.","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","ieee":"L. Diel et al., 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.","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} }","ama":"Diel L, Remberg J, Schwenzfeier-Hellkamp E, et al. 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.","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."},"publisher":"Hochschule Bielefeld","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"},"has_accepted_license":"1","type":"working_paper","year":"2026","file":[{"success":1,"creator":"ldiel","date_updated":"2026-09-03T06:56:57Z","date_created":"2026-09-03T06:56:57Z","access_level":"open_access","file_id":"7136","file_size":6641189,"file_name":"2026_09_02_Roadmap.pdf","relation":"main_file","content_type":"application/pdf"}],"title":"Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy","urn":"urn:nbn:de:hbz:bi10-71353","keyword":["Circular Economy","Qualifizierung","Weiterbildung","Roadmap","Orientierung"],"file_date_updated":"2026-09-03T06:56:57Z","oa":"1"},{"title":"Explore Sustainable Development in Multiple Dimensions for Human Well-Being","oa":"1","publisher":"MDPI AG","volume":18,"doi":"10.3390/su18189574","issue":"18","type":"journal_article","year":"2026","article_number":"9574","author":[{"id":"256375","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"},{"full_name":"Voigt, Bernd-Friedrich","first_name":"Bernd-Friedrich","last_name":"Voigt"}],"_id":"7177","intvolume":" 18","citation":{"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).","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} }","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","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."},"main_file_link":[{"open_access":"1"}],"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 "}],"language":[{"iso":"eng"}],"publication_identifier":{"eissn":["2071-1050"]},"user_id":"220548","publication_status":"published","date_created":"2026-09-22T18:35:30Z","date_updated":"2026-09-24T13:37:30Z","publication":"Sustainability","status":"public"},{"user_id":"220548","language":[{"iso":"ger"}],"abstract":[{"lang":"eng","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."}],"date_updated":"2026-09-24T13:36:30Z","publication":"Wiss. Workshop: Gemeinsam die Technologieorganisation der Zukunft gestalten: Vom Werk zum Netzwerk - Netzwerktreffen Autor:innen, International University (IU), online, 23.09.","status":"public","publication_status":"published","date_created":"2026-09-23T12:35:05Z","author":[{"last_name":"Haas","first_name":"Christian","full_name":"Haas, Christian"},{"full_name":"Kampe, Tim","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-1217-1360/work/227570235","last_name":"Kampe","orcid":"0000-0003-1217-1360","first_name":"Tim","id":"222105"}],"_id":"7178","citation":{"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","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.","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.","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} }","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.","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."},"type":"conference","year":"2026","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"title":"Call my Agent! Die Auswirkung von KI-Agenten auf das Geschäftsmodell von Professional Service Firms am Beispiel des Executive Search","keyword":["Digitalisierung","KI-Agenten","Geschäftsmodelle","Personalberatung","Professional Service Firms"],"conference":{"start_date":"2026-09-23","name":"Wiss. 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German Clinical Nurse Educators – Attitudes to Sustainability in a Multicentred Intervention Study. 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} }","short":"K. Seidler-Rolf, C. Büker, Ä.-D. Latteck, 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.","alphadin":"Seidler-Rolf, Kristina ; Büker, Christa ; Latteck, Änne-Dörte: 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","language":[{"iso":"eng"}],"user_id":"220548","date_created":"2026-09-24T08:42:55Z","date_updated":"2026-09-24T13:35:58Z","status":"public"},{"research_group":[{"name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie","_id":"f025f82c-c221-11ec-90a2-d82e18d06cb8"}],"project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"quality_controlled":"1","title":"FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators","doi":"10.48550/ARXIV.2609.26824","type":"conference","publisher":"arXiv","year":"2026","department":[{"_id":"103"}],"author":[{"first_name":"Qazi Arbab","orcid":"0000-0002-1837-2254","last_name":"Ahmed","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/227695870","full_name":"Ahmed, Qazi Arbab","id":"257333"},{"last_name":"Karki","first_name":"Suraj","full_name":"Karki, Suraj"},{"id":"242294","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/227695871","full_name":"Jungeblut, Thorsten","first_name":"Thorsten","last_name":"Jungeblut","orcid":"0000-0001-7425-8766"}],"citation":{"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","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.","mla":"Ahmed, Qazi Arbab, et al. FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. arXiv, 2026, doi:10.48550/ARXIV.2609.26824.","ieee":"Q. A. Ahmed, S. Karki, and T. Jungeblut, “FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators,” 2026.","alphadin":"Ahmed, Qazi Arbab ; Karki, Suraj ; Jungeblut, Thorsten: FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. In: : arXiv, 2026","short":"Q.A. Ahmed, S. Karki, T. Jungeblut, in: arXiv, 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","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} }"},"_id":"7184","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"},{"date_created":"2026-09-20T15:30:48Z","status":"public","date_updated":"2026-09-24T12:29:24Z","abstract":[{"lang":"eng","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."}],"language":[{"iso":"eng"}],"user_id":"220548","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} }","ieee":"S. Karki, Q. A. Ahmed, and 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.","alphadin":"Karki, Suraj ; Ahmed, Qazi Arbab ; Jungeblut, Thorsten: No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA, 2026","short":"S. Karki, Q.A. Ahmed, T. Jungeblut, No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA, 2026."},"_id":"7171","main_file_link":[{"open_access":"1"}],"author":[{"full_name":"Karki, Suraj","last_name":"Karki","first_name":"Suraj"},{"id":"257333","first_name":"Qazi Arbab","orcid":"0000-0002-1837-2254","last_name":"Ahmed","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/227259862","full_name":"Ahmed, Qazi Arbab"},{"first_name":"Thorsten","orcid":"0000-0001-7425-8766","last_name":"Jungeblut","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/227259884","full_name":"Jungeblut, Thorsten","id":"242294"}],"department":[{"_id":"103"}],"year":"2026","type":"working_paper","doi":"10.48550/arXiv.2607.13106","title":"No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA","project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"oa":"1"},{"editor":[{"full_name":"Garbe, Heyno","first_name":"Heyno","last_name":"Garbe"}],"author":[{"id":"219522","full_name":"Battermann, Sven","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7203-7396/work/227695155","orcid":"0000-0001-7203-7396","last_name":"Battermann","first_name":"Sven"},{"id":"231713","orcid":"0009-0000-5976-1507","last_name":"Halbe","first_name":"Mirko","full_name":"Halbe, Mirko","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-5976-1507/work/227695157"}],"department":[{"_id":"102"}],"citation":{"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.","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","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","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."},"_id":"7172","main_file_link":[{"url":"https://repo.uni-hannover.de/bitstreams/2f734850-3360-4ddf-92a5-fe946aa79284/download","open_access":"1"}],"language":[{"iso":"ger"}],"user_id":"220548","publication_status":"published","date_created":"2026-09-20T19:09:37Z","publication":"Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit","date_updated":"2026-09-24T12:24:24Z","status":"public","quality_controlled":"1","project":[{"name":"Institute for Building Intelligence","_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D"}],"title":"In-situ EMV Messung und Analyse eines Photovoltaik Balkonkraftwerks mit Mikrowechselrichter","oa":"1","conference":{"start_date":"2026-03-24","location":"Köln","name":"EMV 2006","end_date":"2026-03-26"},"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"},"type":"conference","doi":"10.15488/21110","year":"2026","place":"Aachen"},{"year":"2026","type":"conference","conference":{"start_date":"2026-11-18","location":"Barcelona","name":"9th Iberian Robotics Conference (ROBOT)","end_date":"2026-11-20"},"title":"Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"quality_controlled":"1","keyword":["MAV navigation","Reinforcement learning","Constrained navigation","Control barrier functions"],"date_updated":"2026-09-24T12:22:54Z","status":"public","publication_status":"accepted","date_created":"2026-09-21T14:31:38Z","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":{"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.","chicago":"Kirsch, André, and Jan Rexilius. “Reinforcement Learning-Based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints,” n.d.","short":"A. Kirsch, J. Rexilius, in: n.d.","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.","mla":"Kirsch, André, and Jan Rexilius. Reinforcement Learning-Based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints.","alphadin":"Kirsch, André ; Rexilius, Jan: Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints. In:","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} }"},"_id":"7173","author":[{"id":"229807","full_name":"Kirsch, André","first_name":"André","last_name":"Kirsch"},{"id":"245736","full_name":"Rexilius, Jan","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4579-214X/work/227345663","orcid":"0000-0002-4579-214X","last_name":"Rexilius","first_name":"Jan"}]},{"citation":{"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.","short":"A. Uphaus, T. Kampe, 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.","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.","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."},"_id":"7155","author":[{"id":"213333","first_name":"Andreas","last_name":"Uphaus","full_name":"Uphaus, Andreas"},{"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/226428802","id":"222105"}],"publication_status":"published","date_created":"2026-09-11T13:23:33Z","publication":"CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. Luzern, 10.-11.09.","date_updated":"2026-09-23T12:37:33Z","status":"public","language":[{"iso":"ger"}],"abstract":[{"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.","lang":"ger"}],"user_id":"222105","conference":{"location":"Luzern","name":"CARF Luzern 2026 - Controlling. Accounting. Risiko. Finanzen. ","end_date":"2026-09-11","start_date":"2026-09-10"},"project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"title":"Agentic AI und Vibe Coding im Finanz- und Rechnungswesen: Anwendungsfälle, Chancen und Risiken für KMU und Familienunternehmen","quality_controlled":"1","keyword":["Digitalisierung","Künstliche Intelligenz","Automatisierung","Rechnungswesen","Finanzwesen"],"year":"2026","type":"conference"},{"status":"public","date_updated":"2026-09-21T14:54:44Z","publication":"2026 The Second International Conference on AI-based Media Innovation","date_created":"2026-06-19T16:31:47Z","publication_status":"accepted","user_id":"252442","publication_identifier":{"isbn":["978-1-68558-403-0"]},"language":[{"iso":"eng"}],"abstract":[{"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.","lang":"eng"}],"main_file_link":[{"url":"https://www.thinkmind.org/library/AIMEDIA/AIMEDIA_2026/aimedia_2026_2_110_40085.html","open_access":"1"}],"_id":"7002","citation":{"ama":"Vovchenko V, Schultenkämper S, Bäumer F. A Web-Based Platform for Interactive Comparison of Neural Network Image Segmentation Models. 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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, Nizza, Frankreich.","mla":"Vovchenko, Viktoriia, et al. “A Web-Based Platform for Interactive Comparison of Neural Network Image Segmentation Models.” 2026 The Second International Conference on AI-Based Media Innovation, edited by Stephan Böhm et al., IARIA.","alphadin":"Vovchenko, Viktoriia ; Schultenkämper, Sergej ; Bäumer, Frederik: A Web-Based Platform for Interactive Comparison of Neural Network Image Segmentation Models. In: Böhm, S. ; Ahrweiler, P. ; Gutenberg, J. ; Leung, C. (Hrsg.): 2026 The Second International Conference on AI-based Media Innovation : IARIA","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.","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."},"author":[{"id":"252442","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0004-9798-1112/work/218229773","full_name":"Vovchenko, Viktoriia","first_name":"Viktoriia","orcid":"0009-0004-9798-1112","last_name":"Vovchenko"},{"id":"236164","full_name":"Schultenkämper, Sergej","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0005-6858-9813/work/218229775","orcid":"0009-0005-6858-9813","last_name":"Schultenkämper","first_name":"Sergej"},{"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","id":"241734"}],"editor":[{"full_name":"Böhm, Stephan","first_name":"Stephan","last_name":"Böhm"},{"full_name":"Ahrweiler, Petra","first_name":"Petra","last_name":"Ahrweiler"},{"full_name":"Gutenberg, Johannes","first_name":"Johannes","last_name":"Gutenberg"},{"first_name":"Clement ","last_name":"Leung","full_name":"Leung, Clement "}],"year":"2026","type":"conference","publisher":"IARIA","conference":{"name":"2026 The Second International Conference on AI-based Media Innovation","location":"Nizza, Frankreich","end_date":"2026-07-09","start_date":"2026-07-05"},"oa":"1","keyword":["segmentation","model comparison","face parsing"],"title":"A Web-Based Platform for Interactive Comparison of Neural Network Image Segmentation Models"},{"date_created":"2026-09-16T09:57:27Z","date_updated":"2026-09-18T15:40:16Z","status":"public","language":[{"iso":"ger"}],"user_id":"220548","_id":"7166","citation":{"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.","apa":"Seidler-Rolf, K., Knoblauch, F., & Ilskens, K. 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In: ; 2026."},"author":[{"id":"250348","first_name":"Kristina","orcid":"0009-0002-6622-5459","last_name":"Seidler-Rolf","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-6622-5459/work/226930359","full_name":"Seidler-Rolf, Kristina"},{"last_name":"Knoblauch","first_name":"Flavian","full_name":"Knoblauch, Flavian"},{"id":"245406","first_name":"Karina","last_name":"Ilskens","orcid":"0000-0003-1071-5889","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-1071-5889/work/226930360","full_name":"Ilskens, Karina"}],"department":[{"_id":"4b342258-bee3-11eb-b75f-c9bf9d645214"}],"year":"2026","file":[{"file_size":3143793,"file_id":"7167","relation":"main_file","content_type":"application/pdf","file_name":"Naht2-0_Lernwelten2026_Projekt_Projektverlauf_09-09-26.pdf","date_created":"2026-09-16T09:56:05Z","access_level":"open_access","creator":"kseidlerrolf","date_updated":"2026-09-16T09:56:05Z","success":1},{"date_created":"2026-09-16T09:56:25Z","access_level":"open_access","creator":"kseidlerrolf","date_updated":"2026-09-16T09:56:25Z","success":1,"relation":"main_file","content_type":"application/pdf","file_name":"Naht2-0_Lernwelten2026_Poster_Materialien_09-09-26.pdf","file_size":2645035,"file_id":"7168"},{"file_size":173208,"file_id":"7170","file_name":"Abstract_Lernwelten_2026_Workshop_Projekt_Naht2.0.pdf","relation":"main_file","content_type":"application/pdf","creator":"kseidlerrolf","date_updated":"2026-09-16T17:41:54Z","success":1,"access_level":"open_access","date_created":"2026-09-16T17:41:54Z"}],"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","conference":{"end_date":"2026-09-15","location":"Dresden","name":"Lernwelten - Stand up and teach","start_date":"2026-09-14"},"project":[{"name":"Institut für Bildungs- und Versorgungsforschung im Gesundheitsbereich","_id":"8bf9fb05-cd75-11ed-89f4-a553b3701b2e"}],"title":"Integration von Planetary Health in die Ausbildung: Lehrende durch ein Train-the-Trainer-Konzept unterstützen","urn":"urn:nbn:de:hbz:bi10-71667","file_date_updated":"2026-09-16T17:41:54Z","oa":"1"},{"_id":"7162","citation":{"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.","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.","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.","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. 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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} }","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","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."},"main_file_link":[{"open_access":"1"}],"department":[{"_id":"102"}],"date_created":"2026-09-16T08:44:02Z","publication_status":"published","status":"public","publication":"Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps","abstract":[{"lang":"eng","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."}],"language":[{"iso":"eng"}],"user_id":"220548","keyword":["heart rate variability","biofeedback","virtual reality","affective state modulation","affective visualization","coherence breathing"],"title":"Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality","quality_controlled":"1","project":[{"name":"Institute for Building Intelligence","_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D"}],"oa":"1","file_date_updated":"2026-09-16T08:24:45Z","place":"New York, NY, USA","year":"2026","publisher":"ACM","has_accepted_license":"1","author":[{"last_name":"Fejer","first_name":"George","full_name":"Fejer, George"},{"full_name":"Holzapfel, Till","first_name":"Till","last_name":"Holzapfel"},{"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","orcid":"0009-0002-9545-9043","last_name":"Lalidis Mateo"},{"last_name":"Blum","first_name":"Johannes","full_name":"Blum, Johannes"},{"first_name":"Michael","last_name":"Gaebler","full_name":"Gaebler, Michael"},{"full_name":"Lenggenhager, Bigna","first_name":"Bigna","last_name":"Lenggenhager"}],"page":"79-86","date_updated":"2026-09-16T09:58:10Z","corporate_editor":["Association for Computing Machinery (ACM)"],"publication_identifier":{"isbn":["9798400719486"]},"conference":{"end_date":"2026-03-05","location":"Ascona Switzerland","name":"AlpCHI 2026: 1st International Conference on Human-Computer Interaction in the Alps","start_date":"2026-03-01"},"related_material":{"record":[{"relation":"other","status":"public","id":"7164"}]},"urn":"urn:nbn:de:hbz:bi10-71625","file":[{"file_id":"7163","file_size":5255806,"relation":"main_file","content_type":"application/pdf","file_name":"3780045.3780061.pdf","date_created":"2026-09-16T08:24:45Z","access_level":"open_access","success":1,"creator":"alalidismateo","date_updated":"2026-09-16T08:24:45Z"}],"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"},"type":"conference","doi":"10.1145/3780045.3780061"},{"title":"Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"related_material":{"record":[{"status":"public","relation":"earlier_version","id":"6574"}]},"doi":"10.17605/OSF.IO/64MWK","type":"research_data","publisher":"OSF","year":"2026","department":[{"_id":"102"}],"author":[{"last_name":"Fejer","first_name":"George","full_name":"Fejer, George"},{"full_name":"Holzapfel, Till","last_name":"Holzapfel","first_name":"Till"},{"full_name":"Hirvonen, Taru","last_name":"Hirvonen","first_name":"Taru"},{"id":"236796","orcid":"0009-0002-9545-9043","last_name":"Lalidis Mateo","first_name":"Anestis-Pere","full_name":"Lalidis Mateo, Anestis-Pere","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9545-9043/work/226881558"},{"full_name":"Blum, Johannes","last_name":"Blum","first_name":"Johannes"},{"last_name":"Gaebler","first_name":"Michael","full_name":"Gaebler, Michael"},{"first_name":"Bigna","last_name":"Lenggenhager","full_name":"Lenggenhager, Bigna"}],"_id":"7165","citation":{"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. OSF. https://doi.org/10.17605/OSF.IO/64MWK","mla":"Fejer, George, et al. Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience. OSF, 2026, doi:10.17605/OSF.IO/64MWK.","ieee":"G. Fejer et al., Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience. OSF, 2026.","alphadin":"Fejer, George ; Holzapfel, Till ; Hirvonen, Taru ; Lalidis Mateo, Anestis-Pere ; Blum, Johannes ; Gaebler, Michael ; Lenggenhager, Bigna: Viscereality: Bioresponsive Virtual Reality for Box Breathing and Altered-State Experience : OSF, 2026","short":"G. Fejer, T. Holzapfel, T. Hirvonen, A.-P. 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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"}],"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"},{"last_name":"Schamp","first_name":"Christina","full_name":"Schamp, Christina"},{"first_name":"Thomas","last_name":"Reutterer","full_name":"Reutterer, Thomas"}],"title":"How Shopping Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey"},{"project":[{"_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7","name":"Institut für Technische Energie-Systeme"}],"quality_controlled":"1","urn":"urn:nbn:de:hbz:bi10-71466","title":"Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs","oa":"1","file_date_updated":"2026-09-08T12:56:34Z","article_number":"e70985","article_type":"original","file":[{"creator":"aehrmann","date_updated":"2026-09-08T12:56:34Z","success":1,"access_level":"open_access","date_created":"2026-09-08T12:56:34Z","file_size":1139958,"file_id":"7147","file_name":"_2026_Wehlage_MedComm7_e70985.pdf","relation":"main_file","content_type":"application/pdf"}],"year":"2026","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":"Wiley","has_accepted_license":"1","type":"journal_article","issue":"9","doi":"10.1002/mco2.70985","volume":7,"intvolume":" 7","_id":"7146","citation":{"ama":"Wehlage D, Göcht M, Ehrmann A, Andrée B. Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs. MedComm. 2026;7(9). doi:10.1002/mco2.70985","bibtex":"@article{Wehlage_Göcht_Ehrmann_Andrée_2026, title={Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs}, volume={7}, DOI={10.1002/mco2.70985}, number={9e70985}, journal={MedComm}, publisher={Wiley}, author={Wehlage, Daria and Göcht, Mia and Ehrmann, Andrea and Andrée, Birgit}, year={2026} }","short":"D. Wehlage, M. Göcht, A. Ehrmann, B. Andrée, MedComm 7 (2026).","mla":"Wehlage, Daria, et al. “Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs.” MedComm, vol. 7, no. 9, e70985, Wiley, 2026, doi:10.1002/mco2.70985.","ieee":"D. Wehlage, M. Göcht, A. Ehrmann, and B. Andrée, “Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs,” MedComm, vol. 7, no. 9, 2026.","alphadin":"Wehlage, Daria ; Göcht, Mia ; Ehrmann, Andrea ; Andrée, Birgit: Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs. In: MedComm Bd. 7, Wiley (2026), Nr. 9","chicago":"Wehlage, Daria, Mia Göcht, Andrea Ehrmann, and Birgit Andrée. “Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs.” MedComm 7, no. 9 (2026). https://doi.org/10.1002/mco2.70985.","apa":"Wehlage, D., Göcht, M., Ehrmann, A., & Andrée, B. (2026). Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs. MedComm, 7(9). https://doi.org/10.1002/mco2.70985"},"author":[{"full_name":"Wehlage, Daria","last_name":"Wehlage","first_name":"Daria"},{"last_name":"Göcht","first_name":"Mia","full_name":"Göcht, Mia"},{"full_name":"Ehrmann, Andrea","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0695-3905/work/226097852","last_name":"Ehrmann","orcid":"0000-0003-0695-3905","first_name":"Andrea","id":"223776"},{"full_name":"Andrée, Birgit","first_name":"Birgit","last_name":"Andrée"}],"date_created":"2026-09-08T12:57:10Z","publication_status":"published","status":"public","date_updated":"2026-09-11T08:38:46Z","publication":"MedComm","publication_identifier":{"issn":["2688-2663"],"eissn":["2688-2663"]},"language":[{"iso":"eng"}],"user_id":"220548"},{"oa":"1","title":"TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction","doi":"10.26434/chemrxiv.15008270/v2","type":"working_paper","year":"2026","author":[{"last_name":"Schiller","first_name":"Robert P.","full_name":"Schiller, Robert P."},{"id":"264138","last_name":"Weisser","orcid":"0000-0003-0616-1027","first_name":"Christoph","full_name":"Weisser, Christoph","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/226396719"},{"full_name":"Müller, Klaus-Robert","last_name":"Müller","first_name":"Klaus-Robert"},{"first_name":"Christian","last_name":"Ochsenfeld","full_name":"Ochsenfeld, Christian"},{"first_name":"Parastoo","last_name":"Semnani","full_name":"Semnani, Parastoo"}],"main_file_link":[{"open_access":"1"}],"_id":"7152","citation":{"apa":"Schiller, R. P., Weisser, C., Müller, K.-R., Ochsenfeld, C., & Semnani, P. (2026). TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction. https://doi.org/10.26434/chemrxiv.15008270/v2","chicago":"Schiller, Robert P., Christoph Weisser, Klaus-Robert Müller, Christian Ochsenfeld, and Parastoo Semnani. TAME: Element-Wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction, 2026. https://doi.org/10.26434/chemrxiv.15008270/v2.","ama":"Schiller RP, Weisser C, Müller K-R, Ochsenfeld C, Semnani P. TAME: Element-Wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction.; 2026. doi:10.26434/chemrxiv.15008270/v2","bibtex":"@book{Schiller_Weisser_Müller_Ochsenfeld_Semnani_2026, title={TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction}, DOI={10.26434/chemrxiv.15008270/v2}, author={Schiller, Robert P. and Weisser, Christoph and Müller, Klaus-Robert and Ochsenfeld, Christian and Semnani, Parastoo}, year={2026} }","mla":"Schiller, Robert P., et al. TAME: Element-Wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction. 2026, doi:10.26434/chemrxiv.15008270/v2.","ieee":"R. P. Schiller, C. Weisser, K.-R. Müller, C. Ochsenfeld, and P. Semnani, TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction. 2026.","alphadin":"Schiller, Robert P. ; Weisser, Christoph ; Müller, Klaus-Robert ; Ochsenfeld, Christian ; Semnani, Parastoo: TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction, 2026","short":"R.P. Schiller, C. Weisser, K.-R. Müller, C. Ochsenfeld, P. Semnani, TAME: Element-Wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction, 2026."},"user_id":"220548","abstract":[{"text":"Property prediction for molecules and materials is bottlenecked by label scarcity, and in this regime the operative failure mode is not a low mean but an unpredictable tail: individual training runs collapse. The three dominant molecular representations fail in complementary ways?physicochemical descriptors are exact but fixed, graph neural networks learn topology but degenerate under sparse supervision, and language models supply semantic context but cannot compute exact quantities? yet combining them is itself the learning problem, because modality-level scalar gating commits the whole model to one trust weight per source. We introduce TAME, a tri-modal encoder whose element-wise Mixture-of-Experts router assigns an independent modality mixture to every hidden coordinate, stabilized by a balance?entropy regularizer, a closed-form gate initialization (? = log Ï ) that is intended to remove router burn-in, and two-stage self-supervised graph pretraining. On scaffold-split BACE (â 1.5k molecules, 100 seeds) we evaluate two fusion topologies, each against its own graph-only control. In both, adding the text and descriptor experts contracts the seed-to-seed distribution of the threshold-free metrics?ROC-AUC Ï falls five-fold in the flat topology and 1.6-fold in the hierarchical one, whose control was already the tighter of the two?and the collapse tail reaching ROC-AUC â 0.45 that the weaker single-modality configurations carry is absent from the fused models while accuracy is retained. Each comparison is matched on everything but the fusion stage, isolating its effect. The router allocates a distinct mixture to each coordinate, which no scalar gate can represent, and the entropy weight moves that allocation continuously between graded mixing and a near-binary regime in which each coordinate is claimed outright by one modality. Fused-representation alignment tracks encoder quality without supervision, shifting from text to topology once pretraining lifts the graph embedding out of rank-1 collapse. The same three experts map onto crystal graphs, composition?structure descriptors and literature-mined text. These three modalities recur unchanged across molecular and inorganic chemistry, so TAME is a single interpretable recipe for turning volatile low-data predictors into reliable, self-explaining ones, wherever data are scarce and every failed prediction costs a real experiment.","lang":"eng"}],"language":[{"iso":"eng"}],"date_updated":"2026-09-11T08:11:21Z","status":"public","publication_status":"published","date_created":"2026-09-10T07:31:07Z"}]