[{"status":"public","publication":"JMIR AI","date_updated":"2026-09-16T08:20:11Z","page":"e94589-e94589","date_created":"2026-09-15T22:05:30Z","publication_status":"published","user_id":"220548","publication_identifier":{"eissn":["2817-1705"]},"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","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."}],"main_file_link":[{"open_access":"1"}],"_id":"7159","intvolume":"         5","citation":{"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.” <i>JMIR AI</i> 5 (2026): e94589–e94589. <a href=\"https://doi.org/10.2196/94589\">https://doi.org/10.2196/94589</a>.","apa":"Jagemann, I., Baudisch, J., Jungeblut, T., Maier, G. W., &#38; Hirschfeld, G. (2026). Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis. <i>JMIR AI</i>, <i>5</i>, e94589–e94589. <a href=\"https://doi.org/10.2196/94589\">https://doi.org/10.2196/94589</a>","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. <i>JMIR AI</i>. 2026;5:e94589-e94589. doi:<a href=\"https://doi.org/10.2196/94589\">10.2196/94589</a>","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={<a href=\"https://doi.org/10.2196/94589\">10.2196/94589</a>}, 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.","mla":"Jagemann, Inga, et al. “Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis.” <i>JMIR AI</i>, vol. 5, JMIR Publications Inc., 2026, pp. e94589–e94589, doi:<a href=\"https://doi.org/10.2196/94589\">10.2196/94589</a>.","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,” <i>JMIR AI</i>, vol. 5, pp. e94589–e94589, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Jagemann, Inga</span> ; <span style=\"font-variant:small-caps;\">Baudisch, Justin</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span> ; <span style=\"font-variant:small-caps;\">Maier, Günter W</span> ; <span style=\"font-variant:small-caps;\">Hirschfeld, Gerrit</span>: Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis. In: <i>JMIR AI</i> Bd. 5, JMIR Publications Inc. (2026), S. e94589–e94589"},"author":[{"first_name":"Inga","last_name":"Jagemann","orcid":"0000-0002-3468-3423","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3468-3423/work/226873432","full_name":"Jagemann, Inga","id":"252878"},{"orcid":"0000-0001-5565-0228","last_name":"Baudisch","first_name":"Justin","full_name":"Baudisch, Justin","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-5565-0228/work/226873433","id":"247397"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/226873434","full_name":"Jungeblut, Thorsten","first_name":"Thorsten","last_name":"Jungeblut","orcid":"0000-0001-7425-8766","id":"242294"},{"last_name":"Maier","first_name":"Günter W","full_name":"Maier, Günter W"},{"id":"234690","first_name":"Gerrit","last_name":"Hirschfeld","orcid":"0000-0003-2143-4564","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/226873436","full_name":"Hirschfeld, Gerrit"}],"year":"2026","doi":"10.2196/94589","type":"journal_article","volume":5,"publisher":"JMIR Publications Inc.","oa":"1","title":"Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis"},{"date_updated":"2026-06-17T06:29:22Z","external_id":{"arxiv":["2606.13910"]},"status":"public","date_created":"2026-06-15T09:37:04Z","user_id":"220548","language":[{"iso":"eng"}],"citation":{"ieee":"S. Wermuth, Q. A. Ahmed, K. Neumann, and T. Jungeblut, “PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras,” presented at the 22nd IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS 2026), Lecce, Italien, 2026.","mla":"Wermuth, Stella, et al. <i>PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras</i>. Arxiv, 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2606.13910\">10.48550/arXiv.2606.13910</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Wermuth, Stella</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Neumann, Klaus</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras. In:  : Arxiv, 2026","short":"S. Wermuth, Q.A. Ahmed, K. Neumann, T. Jungeblut, in: Arxiv, 2026.","ama":"Wermuth S, Ahmed QA, Neumann K, Jungeblut T. PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras. In: Arxiv; 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2606.13910\">10.48550/arXiv.2606.13910</a>","bibtex":"@inproceedings{Wermuth_Ahmed_Neumann_Jungeblut_2026, title={PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2606.13910\">10.48550/arXiv.2606.13910</a>}, publisher={Arxiv}, author={Wermuth, Stella and Ahmed, Qazi Arbab and Neumann, Klaus and Jungeblut, Thorsten}, year={2026} }","apa":"Wermuth, S., Ahmed, Q. A., Neumann, K., &#38; Jungeblut, T. (2026). PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras. Presented at the 22nd IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS 2026), Lecce, Italien: Arxiv. <a href=\"https://doi.org/10.48550/arXiv.2606.13910\">https://doi.org/10.48550/arXiv.2606.13910</a>","chicago":"Wermuth, Stella, Qazi Arbab Ahmed, Klaus Neumann, and Thorsten Jungeblut. “PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras.” Arxiv, 2026. <a href=\"https://doi.org/10.48550/arXiv.2606.13910\">https://doi.org/10.48550/arXiv.2606.13910</a>."},"_id":"6987","author":[{"id":"257895","full_name":"Wermuth, Stella","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0001-3498-527X/work/217697843","orcid":"0009-0001-3498-527X","last_name":"Wermuth","first_name":"Stella"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/217697846","full_name":"Ahmed, Qazi Arbab","first_name":"Qazi Arbab","last_name":"Ahmed","orcid":"0000-0002-1837-2254","id":"257333"},{"first_name":"Klaus","last_name":"Neumann","full_name":"Neumann, Klaus"},{"orcid":"0000-0001-7425-8766","last_name":"Jungeblut","first_name":"Thorsten","full_name":"Jungeblut, Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/217697847","id":"242294"}],"year":"2026","type":"conference","doi":"10.48550/arXiv.2606.13910","publisher":"Arxiv","conference":{"start_date":"2026-09-01","name":"22nd IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS 2026)","location":"Lecce, Italien","end_date":"2026-09-03"},"title":"PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras","quality_controlled":"1"},{"page":"1-5","date_created":"2026-06-15T20:51:45Z","publication_status":"published","status":"public","publication":"2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)","date_updated":"2026-06-17T06:25:27Z","corporate_editor":["IEEE"],"publication_identifier":{"eisbn":["979-8-3315-8229-6"]},"language":[{"iso":"eng"}],"user_id":"220548","citation":{"bibtex":"@inproceedings{Sadeghi-Kohan_Awais_Ahmed_Platzner_Hellebrand_Jungeblut_Wunderlich_2026, title={Reliability Assessment in Approximate Accelerator Synthesis}, DOI={<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>}, booktitle={2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Sadeghi-Kohan, Somayeh and Awais, Muhammad and Ahmed, Qazi Arbab and Platzner, Marco and Hellebrand, Sybille and Jungeblut, Thorsten and Wunderlich, Hans-Joachim}, editor={IEEEEditor}, year={2026}, pages={1–5} }","ama":"Sadeghi-Kohan S, Awais M, Ahmed QA, et al. Reliability Assessment in Approximate Accelerator Synthesis. In: IEEE, ed. <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>. IEEE; 2026:1-5. doi:<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>","short":"S. Sadeghi-Kohan, M. Awais, Q.A. Ahmed, M. Platzner, S. Hellebrand, T. Jungeblut, H.-J. Wunderlich, in: IEEE (Ed.), 2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2026, pp. 1–5.","alphadin":"<span style=\"font-variant:small-caps;\">Sadeghi-Kohan, Somayeh</span> ; <span style=\"font-variant:small-caps;\">Awais, Muhammad</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Platzner, Marco</span> ; <span style=\"font-variant:small-caps;\">Hellebrand, Sybille</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span> ; <span style=\"font-variant:small-caps;\">Wunderlich, Hans-Joachim</span>: Reliability Assessment in Approximate Accelerator Synthesis. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i> : IEEE, 2026, S. 1–5","mla":"Sadeghi-Kohan, Somayeh, et al. “Reliability Assessment in Approximate Accelerator Synthesis.” <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, edited by IEEE, IEEE, 2026, pp. 1–5, doi:<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>.","ieee":"S. Sadeghi-Kohan <i>et al.</i>, “Reliability Assessment in Approximate Accelerator Synthesis,” in <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, Bratislava, Slovakia, 2026, pp. 1–5.","chicago":"Sadeghi-Kohan, Somayeh, Muhammad Awais, Qazi Arbab Ahmed, Marco Platzner, Sybille Hellebrand, Thorsten Jungeblut, and Hans-Joachim Wunderlich. “Reliability Assessment in Approximate Accelerator Synthesis.” In <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, edited by IEEE, 1–5. IEEE, 2026. <a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">https://doi.org/10.1109/DDECS69233.2026.11520985</a>.","apa":"Sadeghi-Kohan, S., Awais, M., Ahmed, Q. A., Platzner, M., Hellebrand, S., Jungeblut, T., &#38; Wunderlich, H.-J. (2026). Reliability Assessment in Approximate Accelerator Synthesis. In IEEE (Ed.), <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i> (pp. 1–5). Bratislava, Slovakia: IEEE. <a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">https://doi.org/10.1109/DDECS69233.2026.11520985</a>"},"_id":"6989","author":[{"last_name":"Sadeghi-Kohan","first_name":"Somayeh","full_name":"Sadeghi-Kohan, Somayeh"},{"full_name":"Awais, Muhammad","last_name":"Awais","first_name":"Muhammad"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/217757502","full_name":"Ahmed, Qazi Arbab","first_name":"Qazi Arbab","last_name":"Ahmed","orcid":"0000-0002-1837-2254","id":"257333"},{"full_name":"Platzner, Marco","first_name":"Marco","last_name":"Platzner"},{"first_name":"Sybille","last_name":"Hellebrand","full_name":"Hellebrand, Sybille"},{"last_name":"Jungeblut","orcid":"0000-0001-7425-8766","first_name":"Thorsten","full_name":"Jungeblut, Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/217757504","id":"242294"},{"full_name":"Wunderlich, Hans-Joachim","last_name":"Wunderlich","first_name":"Hans-Joachim"}],"department":[{"_id":"103"}],"year":"2026","publisher":"IEEE","doi":"10.1109/DDECS69233.2026.11520985","type":"conference","conference":{"start_date":"2026-04-27","end_date":"2026-04-29","name":"2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)","location":"Bratislava, Slovakia"},"title":"Reliability Assessment in Approximate Accelerator Synthesis"},{"conference":{"end_date":"2025-06-03","name":"KI2025@HSBI Zukunft im Fokus","location":"Bielefeld","start_date":"2025-06-03"},"related_material":{"link":[{"relation":"confirmation","url":"https://journals.hsbi.de/sidas/issue/view/29"}]},"title":"AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection","quality_controlled":"1","project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"keyword":["Depression Detection","Smart Home","Dementia Detection","Smart Home Sensors"],"year":"2025","series_title":"KI2025@HSBI Zukunft im Fokus","place":"Bielefeld","volume":2,"type":"conference","doi":"10.60802/SIDAS.2025.2","intvolume":"         2","_id":"6355","citation":{"short":"H. Attaullah, C. Peters, A. Peters, T. Jungeblut, 2 (2025) 38–39.","mla":"Attaullah, Hasina, et al. <i>AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection</i>. Edited by Schriftenreihe des Institute for Data Science Solutions, vol. 2, 2025, pp. 38–39, doi:<a href=\"https://doi.org/10.60802/SIDAS.2025.2\">10.60802/SIDAS.2025.2</a>.","ieee":"H. Attaullah, C. Peters, A. Peters, and T. Jungeblut, “AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection,” vol. 2. Bielefeld, pp. 38–39, 2025.","alphadin":"<span style=\"font-variant:small-caps;\">Attaullah, Hasina</span> ; <span style=\"font-variant:small-caps;\">Peters, Christian</span> ; <span style=\"font-variant:small-caps;\">Peters, Annika</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. In: <span style=\"font-variant:small-caps;\">Schriftenreihe des Institute for Data Science Solutions</span> (Hrsg.) , <i>KI2025@HSBI Zukunft im Fokus</i>. Bd. 2. Bielefeld (2025)","ama":"Attaullah H, Peters C, Peters A, Jungeblut T. AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. Schriftenreihe des Institute for Data Science Solutions, ed. 2025;2:38-39. doi:<a href=\"https://doi.org/10.60802/SIDAS.2025.2\">10.60802/SIDAS.2025.2</a>","bibtex":"@article{Attaullah_Peters_Peters_Jungeblut_2025, place={Bielefeld}, series={KI2025@HSBI Zukunft im Fokus}, title={AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection}, volume={2}, DOI={<a href=\"https://doi.org/10.60802/SIDAS.2025.2\">10.60802/SIDAS.2025.2</a>}, author={Attaullah, Hasina and Peters, Christian and Peters, Annika and Jungeblut, Thorsten}, editor={Schriftenreihe des Institute for Data Science SolutionsEditor}, year={2025}, pages={38–39}, collection={KI2025@HSBI Zukunft im Fokus} }","chicago":"Attaullah, Hasina, Christian Peters, Annika Peters, and Thorsten Jungeblut. “AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection.” Edited by Schriftenreihe des Institute for Data Science Solutions. KI2025@HSBI Zukunft Im Fokus. Bielefeld, 2025. <a href=\"https://doi.org/10.60802/SIDAS.2025.2\">https://doi.org/10.60802/SIDAS.2025.2</a>.","apa":"Attaullah, H., Peters, C., Peters, A., &#38; Jungeblut, T. (2025). AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. (Schriftenreihe des Institute for Data Science Solutions, Ed.). Presented at the KI2025@HSBI Zukunft im Fokus, Bielefeld. <a href=\"https://doi.org/10.60802/SIDAS.2025.2\">https://doi.org/10.60802/SIDAS.2025.2</a>"},"author":[{"id":"254998","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6902-6116/work/198405201","full_name":"Attaullah, Hasina","first_name":"Hasina","orcid":"0000-0002-6902-6116","last_name":"Attaullah"},{"first_name":"Christian","orcid":"0009-0002-7329-0320","last_name":"Peters","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-7329-0320/work/198509977","full_name":"Peters, Christian","id":"257329"},{"full_name":"Peters, Annika","last_name":"Peters","first_name":"Annika","id":"257172"},{"first_name":"Thorsten","orcid":"0000-0001-7425-8766","last_name":"Jungeblut","full_name":"Jungeblut, Thorsten","id":"242294"}],"department":[{"_id":"103"}],"page":"38-39","date_created":"2025-12-01T10:33:14Z","date_updated":"2026-03-17T15:29:29Z","status":"public","language":[{"iso":"eng"}],"publication_identifier":{"unknown":["2943-3509"]},"corporate_editor":["Schriftenreihe des Institute for Data Science Solutions"],"user_id":"257172"},{"place":"San Diego, CA, USA.","year":"2025","type":"conference_abstract","conference":{"start_date":"2025-11-29","name":"NeurIPS 2025 in San Diego, CA, USA.","location":"San Diego, CA, USA.","end_date":"2025.12.05"},"project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"title":"Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge","status":"public","date_updated":"2026-03-17T15:29:29Z","publication":"The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025","date_created":"2025-12-04T14:43:07Z","publication_status":"published","user_id":"263827","corporate_editor":["NeurIPS 2025 "],"language":[{"iso":"eng"}],"main_file_link":[{"url":"https://neurips.cc/virtual/2025/loc/san-diego/132986"}],"citation":{"chicago":"Köse, Mohammad Ibrahim, Qazi Arbab Ahmed, and Thorsten Jungeblut. “Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge.” In <i>The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025</i>, edited by NeurIPS 2025 . San Diego, CA, USA., 2025.","apa":"Köse, M. I., Ahmed, Q. A., &#38; Jungeblut, T. (2025). Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge. In NeurIPS 2025  (Ed.), <i>The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025</i>. San Diego, CA, USA.","ama":"Köse MI, Ahmed QA, Jungeblut T. Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge. In: NeurIPS 2025 , ed. <i>The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025</i>. 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