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Schulze Darup, “Encrypted dynamic control with unlimited operating time via FIR filters,” 2022, doi: <a href=\"https://doi.org/10.23919/ecc54610.2021.9655161\">10.23919/ecc54610.2021.9655161</a>.","chicago":"Schluter, Nils, Matthias Neuhaus, and Moritz Schulze Darup. “Encrypted Dynamic Control with Unlimited Operating Time via FIR Filters.” In <i>2021 European Control Conference (ECC)</i>. IEEE, 2022. <a href=\"https://doi.org/10.23919/ecc54610.2021.9655161\">https://doi.org/10.23919/ecc54610.2021.9655161</a>."}},{"doi":"10.1109/cdc45484.2021.9683528","title":"Tailored neural networks for learning optimal value functions in MPC","date_created":"2023-01-09T16:27:24Z","author":[{"first_name":"Dieter","last_name":"Teichrib","full_name":"Teichrib, Dieter"},{"last_name":"Schulze Darup","full_name":"Schulze Darup, Moritz","first_name":"Moritz"}],"publisher":"IEEE","date_updated":"2023-01-09T16:42:54Z","citation":{"mla":"Teichrib, Dieter, and Moritz Schulze Darup. “Tailored Neural Networks for Learning Optimal Value Functions in MPC.” <i>2021 60th IEEE Conference on Decision and Control (CDC)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/cdc45484.2021.9683528\">10.1109/cdc45484.2021.9683528</a>.","bibtex":"@inproceedings{Teichrib_Schulze Darup_2022, title={Tailored neural networks for learning optimal value functions in MPC}, DOI={<a href=\"https://doi.org/10.1109/cdc45484.2021.9683528\">10.1109/cdc45484.2021.9683528</a>}, booktitle={2021 60th IEEE Conference on Decision and Control (CDC)}, publisher={IEEE}, author={Teichrib, Dieter and Schulze Darup, Moritz}, year={2022} }","short":"D. Teichrib, M. Schulze Darup, in: 2021 60th IEEE Conference on Decision and Control (CDC), IEEE, 2022.","apa":"Teichrib, D., &#38; Schulze Darup, M. (2022). Tailored neural networks for learning optimal value functions in MPC. <i>2021 60th IEEE Conference on Decision and Control (CDC)</i>. <a href=\"https://doi.org/10.1109/cdc45484.2021.9683528\">https://doi.org/10.1109/cdc45484.2021.9683528</a>","ieee":"D. Teichrib and M. Schulze Darup, “Tailored neural networks for learning optimal value functions in MPC,” 2022, doi: <a href=\"https://doi.org/10.1109/cdc45484.2021.9683528\">10.1109/cdc45484.2021.9683528</a>.","chicago":"Teichrib, Dieter, and Moritz Schulze Darup. “Tailored Neural Networks for Learning Optimal Value Functions in MPC.” In <i>2021 60th IEEE Conference on Decision and Control (CDC)</i>. IEEE, 2022. <a href=\"https://doi.org/10.1109/cdc45484.2021.9683528\">https://doi.org/10.1109/cdc45484.2021.9683528</a>.","ama":"Teichrib D, Schulze Darup M. Tailored neural networks for learning optimal value functions in MPC. In: <i>2021 60th IEEE Conference on Decision and Control (CDC)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/cdc45484.2021.9683528\">10.1109/cdc45484.2021.9683528</a>"},"year":"2022","publication_status":"published","language":[{"iso":"eng"}],"extern":"1","user_id":"158","department":[{"_id":"622"}],"_id":"35569","status":"public","type":"conference","publication":"2021 60th IEEE Conference on Decision and Control (CDC)"},{"status":"public","publication":"IEEE Control Systems","type":"journal_article","keyword":["Electrical and Electronic Engineering","Modeling and Simulation","Control and Systems Engineering","Electrical and Electronic Engineering","Modeling and Simulation","Control and Systems Engineering"],"language":[{"iso":"eng"}],"_id":"35586","department":[{"_id":"57"}],"user_id":"158","year":"2022","page":"57-76","intvolume":"        40","citation":{"apa":"Protte, M., Fahr, R., &#38; Quevedo, D. E. (2022). Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy. <i>IEEE Control Systems</i>, <i>40</i>(6), 57–76. <a href=\"https://doi.org/10.1109/mcs.2020.3019723\">https://doi.org/10.1109/mcs.2020.3019723</a>","short":"M. Protte, R. Fahr, D.E. Quevedo, IEEE Control Systems 40 (2022) 57–76.","mla":"Protte, Marius, et al. “Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy.” <i>IEEE Control Systems</i>, vol. 40, no. 6, Institute of Electrical and Electronics Engineers (IEEE), 2022, pp. 57–76, doi:<a href=\"https://doi.org/10.1109/mcs.2020.3019723\">10.1109/mcs.2020.3019723</a>.","bibtex":"@article{Protte_Fahr_Quevedo_2022, title={Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy}, volume={40}, DOI={<a href=\"https://doi.org/10.1109/mcs.2020.3019723\">10.1109/mcs.2020.3019723</a>}, number={6}, journal={IEEE Control Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Protte, Marius and Fahr, Rene and Quevedo, Daniel E.}, year={2022}, pages={57–76} }","ama":"Protte M, Fahr R, Quevedo DE. Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy. <i>IEEE Control Systems</i>. 2022;40(6):57-76. doi:<a href=\"https://doi.org/10.1109/mcs.2020.3019723\">10.1109/mcs.2020.3019723</a>","chicago":"Protte, Marius, Rene Fahr, and Daniel E. Quevedo. “Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy.” <i>IEEE Control Systems</i> 40, no. 6 (2022): 57–76. <a href=\"https://doi.org/10.1109/mcs.2020.3019723\">https://doi.org/10.1109/mcs.2020.3019723</a>.","ieee":"M. Protte, R. Fahr, and D. E. Quevedo, “Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy,” <i>IEEE Control Systems</i>, vol. 40, no. 6, pp. 57–76, 2022, doi: <a href=\"https://doi.org/10.1109/mcs.2020.3019723\">10.1109/mcs.2020.3019723</a>."},"publication_identifier":{"issn":["1066-033X","1941-000X"]},"publication_status":"published","issue":"6","title":"Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy","doi":"10.1109/mcs.2020.3019723","date_updated":"2023-01-09T16:47:00Z","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","volume":40,"author":[{"last_name":"Protte","full_name":"Protte, Marius","first_name":"Marius"},{"first_name":"Rene","full_name":"Fahr, Rene","last_name":"Fahr"},{"last_name":"Quevedo","full_name":"Quevedo, Daniel E.","first_name":"Daniel E."}],"date_created":"2023-01-09T16:46:46Z"},{"status":"public","abstract":[{"lang":"ger","text":"Der Förderung von Reflexionskompetenz wird für die Professionalisierung angehender Lehrkräfte eine hohe Bedeutung für die Relationierung zwischen Theorie und Praxis zugeschrieben. In dieser Arbeit wird den übergeordneten Fragestellungen nachgegangen, inwiefern es Lehramtsstudierenden durch Reflexionsgelegenheiten im Studium gelingt, ihr theoretisches Wissen mit praktischen Erfahrungen in Beziehung zu setzen und in welchem Zusammenhang die Reflexionskompetenz zu bestimmten Fördermaßnahmen (Portfolioarbeit) und Settings (Microteaching) sowie zu anderen Facetten professioneller Handlungskompetenz (Professionswissen, Einstellungen, Motivation) steht. Auf Basis einer kompetenztheoretischen Modellierung von Reflexion wurde hierzu die Reflexionsperformanz von Lehramtsstudierenden erfasst, um Rückschlüsse auf reflexionsbezogene Denkprozesse ziehen zu können. Die Auswertungen erfolgten qualitativ inhaltsanalytisch und wurden an teilweise quantifiziert, um statistische Analysen durchführen zu können. Insgesamt zeigen die Befunde der drei Teilstudien, dass die Reflexionsperformanz insbesondere dann von höherer Qualität ist, wenn theoretische Inhalte explizit mit praktischen Erfahrungen relationiert werden. Positive Einstellungen gegenüber Reflexion unterstützen die Reflexionsperformanz. Das bildungswissenschaftliche Professionswissen der Studierenden kann darüber hinaus Unterschiede in der Reflexionsperformanz erklären."},{"lang":"eng","text":"The promotion of reflective competence is attributed a high significance for the professionalisation of prospective teachers for the relation between theory and practice. In this study, the overarching questions are investigated to what extent student teachers succeed in relating their theoretical knowledge to practical experiences through reflection opportunities in their studies and how reflection competence is related to certain support measures (portfolio work) and settings (microteaching) as well as to other facets of professional action competence (professional knowledge, attitudes, motivation). Based on a competence-theoretical modelling of reflection, the reflective performance of student teachers was recorded in order to be able to draw conclusions about reflection-related thought processes. The evaluations were carried out qualitatively in terms of content analysis and were partially quantified in order to be able to carry out statistical analyses. Overall, the findings of the three sub-studies show that the reflective performance is of higher quality especially when theoretical contents are explicitly related to practical experiences. Positive attitudes towards reflection support reflection performance. The students' professional knowledge in educational science can also explain differences in reflective performance."}],"type":"dissertation","language":[{"iso":"ger"}],"department":[{"_id":"33"},{"_id":"586"}],"user_id":"28542","_id":"31851","citation":{"apa":"Meier, J. (2022). <i>„LauRa - In der Lehramtsausbildung Reflexionskompetenz analysieren“. Untersuchungen zum Verhältnis von Theorie, Praxis und Reflexion im Rahmen der Professionalisierung angehender Lehrpersonen.</i> Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-1274\">https://doi.org/10.17619/UNIPB/1-1274</a>","mla":"Meier, Jana. <i>„LauRa - In der Lehramtsausbildung Reflexionskompetenz analysieren“. Untersuchungen zum Verhältnis von Theorie, Praxis und Reflexion im Rahmen der Professionalisierung angehender Lehrpersonen.</i> Universität Paderborn, 2022, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1274\">10.17619/UNIPB/1-1274</a>.","short":"J. Meier, „LauRa - In der Lehramtsausbildung Reflexionskompetenz analysieren“. Untersuchungen zum Verhältnis von Theorie, Praxis und Reflexion im Rahmen der Professionalisierung angehender Lehrpersonen., Universität Paderborn, 2022.","bibtex":"@book{Meier_2022, title={„LauRa - In der Lehramtsausbildung Reflexionskompetenz analysieren“. Untersuchungen zum Verhältnis von Theorie, Praxis und Reflexion im Rahmen der Professionalisierung angehender Lehrpersonen.}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1274\">10.17619/UNIPB/1-1274</a>}, publisher={Universität Paderborn}, author={Meier, Jana}, year={2022} }","ama":"Meier J. <i>„LauRa - In der Lehramtsausbildung Reflexionskompetenz analysieren“. Untersuchungen zum Verhältnis von Theorie, Praxis und Reflexion im Rahmen der Professionalisierung angehender Lehrpersonen.</i> Universität Paderborn; 2022. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1274\">10.17619/UNIPB/1-1274</a>","chicago":"Meier, Jana. <i>„LauRa - In der Lehramtsausbildung Reflexionskompetenz analysieren“. Untersuchungen zum Verhältnis von Theorie, Praxis und Reflexion im Rahmen der Professionalisierung angehender Lehrpersonen.</i> Universität Paderborn, 2022. <a href=\"https://doi.org/10.17619/UNIPB/1-1274\">https://doi.org/10.17619/UNIPB/1-1274</a>.","ieee":"J. Meier, <i>„LauRa - In der Lehramtsausbildung Reflexionskompetenz analysieren“. Untersuchungen zum Verhältnis von Theorie, Praxis und Reflexion im Rahmen der Professionalisierung angehender Lehrpersonen.</i> Universität Paderborn, 2022."},"year":"2022","doi":"10.17619/UNIPB/1-1274","title":"„LauRa - In der Lehramtsausbildung Reflexionskompetenz analysieren“. Untersuchungen zum Verhältnis von Theorie, Praxis und Reflexion im Rahmen der Professionalisierung angehender Lehrpersonen.","supervisor":[{"full_name":"Schaper, Niclas","last_name":"Schaper","first_name":"Niclas"},{"full_name":"Herzig, Bardo","id":"217","last_name":"Herzig","first_name":"Bardo"}],"author":[{"full_name":"Meier, Jana","last_name":"Meier","first_name":"Jana"}],"date_created":"2022-06-13T08:12:43Z","publisher":"Universität Paderborn","date_updated":"2023-01-09T17:17:32Z"},{"date_updated":"2023-01-09T17:18:19Z","volume":15,"date_created":"2023-01-09T16:45:53Z","author":[{"first_name":"Jana","full_name":"Meier, Jana","id":"28542","last_name":"Meier","orcid":"https://orcid.org/0000-0002-6756-9440"},{"id":"4245","full_name":"Vogelsang, Christoph","last_name":"Vogelsang","first_name":"Christoph"},{"last_name":"Watson","full_name":"Watson, Christina","first_name":"Christina"},{"first_name":"Niclas","last_name":"Schaper","full_name":"Schaper, Niclas"}],"title":"„Reflexion ist erzwungenes Nachdenken“ – Zusammenhänge zwischen dem Reflexionsverständnis Lehramtsstudierender & Facetten ihrer Reflexionskompetenz. ","quality_controlled":"1","publication_status":"published","issue":"1","year":"2022","intvolume":"        15","page":"39-58","citation":{"short":"J. Meier, C. Vogelsang, C. Watson, N. Schaper, Lehrerbildung auf dem Prüfstand 15 (2022) 39–58.","bibtex":"@article{Meier_Vogelsang_Watson_Schaper_2022, title={„Reflexion ist erzwungenes Nachdenken“ – Zusammenhänge zwischen dem Reflexionsverständnis Lehramtsstudierender &#38; Facetten ihrer Reflexionskompetenz. }, volume={15}, number={1}, journal={Lehrerbildung auf dem Prüfstand}, author={Meier, Jana and Vogelsang, Christoph and Watson, Christina and Schaper, Niclas}, year={2022}, pages={39–58} }","mla":"Meier, Jana, et al. “„Reflexion ist erzwungenes Nachdenken“ – Zusammenhänge zwischen dem Reflexionsverständnis Lehramtsstudierender &#38; Facetten ihrer Reflexionskompetenz. .” <i>Lehrerbildung auf dem Prüfstand</i>, vol. 15, no. 1, 2022, pp. 39–58.","apa":"Meier, J., Vogelsang, C., Watson, C., &#38; Schaper, N. (2022). „Reflexion ist erzwungenes Nachdenken“ – Zusammenhänge zwischen dem Reflexionsverständnis Lehramtsstudierender &#38; Facetten ihrer Reflexionskompetenz. . <i>Lehrerbildung auf dem Prüfstand</i>, <i>15</i>(1), 39–58.","ama":"Meier J, Vogelsang C, Watson C, Schaper N. „Reflexion ist erzwungenes Nachdenken“ – Zusammenhänge zwischen dem Reflexionsverständnis Lehramtsstudierender &#38; Facetten ihrer Reflexionskompetenz. . <i>Lehrerbildung auf dem Prüfstand</i>. 2022;15(1):39-58.","ieee":"J. Meier, C. Vogelsang, C. Watson, and N. Schaper, “„Reflexion ist erzwungenes Nachdenken“ – Zusammenhänge zwischen dem Reflexionsverständnis Lehramtsstudierender &#38; Facetten ihrer Reflexionskompetenz. ,” <i>Lehrerbildung auf dem Prüfstand</i>, vol. 15, no. 1, pp. 39–58, 2022.","chicago":"Meier, Jana, Christoph Vogelsang, Christina Watson, and Niclas Schaper. “„Reflexion ist erzwungenes Nachdenken“ – Zusammenhänge zwischen dem Reflexionsverständnis Lehramtsstudierender &#38; Facetten ihrer Reflexionskompetenz. .” <i>Lehrerbildung auf dem Prüfstand</i> 15, no. 1 (2022): 39–58."},"_id":"35581","department":[{"_id":"33"},{"_id":"586"}],"user_id":"28542","language":[{"iso":"ger"}],"publication":"Lehrerbildung auf dem Prüfstand","type":"journal_article","status":"public"},{"date_updated":"2023-01-09T17:20:34Z","author":[{"first_name":"Jana","orcid":"https://orcid.org/0000-0002-6756-9440","last_name":"Meier","id":"28542","full_name":"Meier, Jana"},{"last_name":"Küth","full_name":"Küth, Simon","first_name":"Simon"},{"full_name":"Scholl, Daniel","last_name":"Scholl","first_name":"Daniel"},{"first_name":"Christoph","full_name":"Vogelsang, Christoph","id":"4245","last_name":"Vogelsang"},{"first_name":"Christina","last_name":"Watson","full_name":"Watson, Christina"}],"date_created":"2023-01-09T16:53:29Z","title":"Der Zyklus von Planung und Reflexion – Zusammenhänge zwischen der generischen Unterrichtsplanungsfähigkeit und der Reflexionskompetenz angehender Lehrkräfte.","conference":{"location":"Freie Universität Berlin & Universität Potsdam","name":"Onlinetagung \"Reflexion in der Lehrkräftebildung - Empirisch - Phasenübergreifend - Interdisziplinär\""},"year":"2022","citation":{"ama":"Meier J, Küth S, Scholl D, Vogelsang C, Watson C. Der Zyklus von Planung und Reflexion – Zusammenhänge zwischen der generischen Unterrichtsplanungsfähigkeit und der Reflexionskompetenz angehender Lehrkräfte. In: ; 2022.","ieee":"J. Meier, S. Küth, D. Scholl, C. Vogelsang, and C. Watson, “Der Zyklus von Planung und Reflexion – Zusammenhänge zwischen der generischen Unterrichtsplanungsfähigkeit und der Reflexionskompetenz angehender Lehrkräfte.,” presented at the Onlinetagung “Reflexion in der Lehrkräftebildung - Empirisch - Phasenübergreifend - Interdisziplinär,” Freie Universität Berlin &#38; Universität Potsdam, 2022.","chicago":"Meier, Jana, Simon Küth, Daniel Scholl, Christoph Vogelsang, and Christina Watson. “Der Zyklus von Planung und Reflexion – Zusammenhänge zwischen der generischen Unterrichtsplanungsfähigkeit und der Reflexionskompetenz angehender Lehrkräfte.,” 2022.","mla":"Meier, Jana, et al. <i>Der Zyklus von Planung und Reflexion – Zusammenhänge zwischen der generischen Unterrichtsplanungsfähigkeit und der Reflexionskompetenz angehender Lehrkräfte.</i> 2022.","short":"J. Meier, S. Küth, D. Scholl, C. Vogelsang, C. Watson, in: 2022.","bibtex":"@inproceedings{Meier_Küth_Scholl_Vogelsang_Watson_2022, title={Der Zyklus von Planung und Reflexion – Zusammenhänge zwischen der generischen Unterrichtsplanungsfähigkeit und der Reflexionskompetenz angehender Lehrkräfte.}, author={Meier, Jana and Küth, Simon and Scholl, Daniel and Vogelsang, Christoph and Watson, Christina}, year={2022} }","apa":"Meier, J., Küth, S., Scholl, D., Vogelsang, C., &#38; Watson, C. (2022). <i>Der Zyklus von Planung und Reflexion – Zusammenhänge zwischen der generischen Unterrichtsplanungsfähigkeit und der Reflexionskompetenz angehender Lehrkräfte.</i> Onlinetagung “Reflexion in der Lehrkräftebildung - Empirisch - Phasenübergreifend - Interdisziplinär,” Freie Universität Berlin &#38; Universität Potsdam."},"_id":"35591","user_id":"28542","department":[{"_id":"33"},{"_id":"586"}],"language":[{"iso":"ger"}],"type":"conference","status":"public"},{"year":"2022","citation":{"ieee":"J. Meier and C. Vogelsang, “Erfassung der Reflexionskompetenz angehender Lehrpersonen mittels (offener) Situationsvignetten. ,” presented at the 52. DGPs-Kongress “View on/of Science,” Hildesheim, 2022.","chicago":"Meier, Jana, and Christoph Vogelsang. “Erfassung der Reflexionskompetenz angehender Lehrpersonen mittels (offener) Situationsvignetten. ,” 2022.","ama":"Meier J, Vogelsang C. Erfassung der Reflexionskompetenz angehender Lehrpersonen mittels (offener) Situationsvignetten. . In: ; 2022.","apa":"Meier, J., &#38; Vogelsang, C. (2022). <i>Erfassung der Reflexionskompetenz angehender Lehrpersonen mittels (offener) Situationsvignetten. </i>. 52. DGPs-Kongress “View on/of Science,” Hildesheim.","bibtex":"@inproceedings{Meier_Vogelsang_2022, title={Erfassung der Reflexionskompetenz angehender Lehrpersonen mittels (offener) Situationsvignetten. }, author={Meier, Jana and Vogelsang, Christoph}, year={2022} }","short":"J. Meier, C. Vogelsang, in: 2022.","mla":"Meier, Jana, and Christoph Vogelsang. <i>Erfassung der Reflexionskompetenz angehender Lehrpersonen mittels (offener) Situationsvignetten. </i>. 2022."},"title":"Erfassung der Reflexionskompetenz angehender Lehrpersonen mittels (offener) Situationsvignetten. ","conference":{"location":"Hildesheim","name":"52. DGPs-Kongress \"View on/of Science\""},"date_updated":"2023-01-09T17:19:23Z","date_created":"2023-01-09T16:59:37Z","author":[{"full_name":"Meier, Jana","id":"28542","last_name":"Meier","orcid":"https://orcid.org/0000-0002-6756-9440","first_name":"Jana"},{"first_name":"Christoph","last_name":"Vogelsang","id":"4245","full_name":"Vogelsang, Christoph"}],"status":"public","type":"conference","language":[{"iso":"ger"}],"alternative_title":["Symposiumsbeitrag"],"_id":"35594","department":[{"_id":"33"},{"_id":"586"}],"user_id":"28542"},{"year":"2022","citation":{"apa":"Watson, C., Meier, J., Küth, S., Scholl, D., Seifert, A., &#38; Vogelsang, C. (2022). <i>Validierung von Testinstrumenten durch Testmotivationsindikatoren.</i> 52. DGPs-Kongress “View on/of Science,” Hildesheim.","mla":"Watson, Christina, et al. <i>Validierung von Testinstrumenten durch Testmotivationsindikatoren.</i> 2022.","bibtex":"@inproceedings{Watson_Meier_Küth_Scholl_Seifert_Vogelsang_2022, title={Validierung von Testinstrumenten durch Testmotivationsindikatoren.}, author={Watson, Christina and Meier, Jana and Küth, Simon and Scholl, Daniel and Seifert, Andreas and Vogelsang, Christoph}, year={2022} }","short":"C. Watson, J. Meier, S. Küth, D. Scholl, A. Seifert, C. Vogelsang, in: 2022.","ieee":"C. Watson, J. Meier, S. Küth, D. Scholl, A. Seifert, and C. Vogelsang, “Validierung von Testinstrumenten durch Testmotivationsindikatoren.,” presented at the 52. DGPs-Kongress “View on/of Science,” Hildesheim, 2022.","chicago":"Watson, Christina, Jana Meier, Simon Küth, Daniel Scholl, Andreas Seifert, and Christoph Vogelsang. “Validierung von Testinstrumenten durch Testmotivationsindikatoren.,” 2022.","ama":"Watson C, Meier J, Küth S, Scholl D, Seifert A, Vogelsang C. Validierung von Testinstrumenten durch Testmotivationsindikatoren. In: ; 2022."},"date_updated":"2023-01-09T17:19:11Z","date_created":"2023-01-09T17:01:54Z","author":[{"first_name":"Christina","full_name":"Watson, Christina","last_name":"Watson"},{"last_name":"Meier","orcid":"https://orcid.org/0000-0002-6756-9440","full_name":"Meier, Jana","id":"28542","first_name":"Jana"},{"first_name":"Simon","last_name":"Küth","full_name":"Küth, Simon"},{"full_name":"Scholl, Daniel","last_name":"Scholl","first_name":"Daniel"},{"full_name":"Seifert, Andreas","last_name":"Seifert","first_name":"Andreas"},{"full_name":"Vogelsang, Christoph","id":"4245","last_name":"Vogelsang","first_name":"Christoph"}],"title":"Validierung von Testinstrumenten durch Testmotivationsindikatoren.","conference":{"name":"52. DGPs-Kongress \"View on/of Science\"","location":"Hildesheim"},"type":"conference","status":"public","_id":"35596","department":[{"_id":"33"},{"_id":"586"}],"user_id":"28542","language":[{"iso":"ger"}]},{"issue":"9S","year":"2022","publisher":"Ovid Technologies (Wolters Kluwer Health)","date_created":"2023-01-09T15:47:50Z","title":"Surface Instability Modulates Cortical Information Processing In Multi-Joint Compound Movements","publication":"Medicine &Science in Sports& Exercise","keyword":["Physical Therapy","Sports Therapy and Rehabilitation","Orthopedics and Sports Medicine"],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["1530-0315","0195-9131"]},"publication_status":"published","intvolume":"        54","page":"565-565","citation":{"ama":"Lehmann T, Visser A, Havers T, Büchel D, Baumeister J. Surface Instability Modulates Cortical Information Processing In Multi-Joint Compound Movements. <i>Medicine &#38;Science in Sports&#38; Exercise</i>. 2022;54(9S):565-565. doi:<a href=\"https://doi.org/10.1249/01.mss.0000882152.12078.64\">10.1249/01.mss.0000882152.12078.64</a>","chicago":"Lehmann, Tim, Anton Visser, Tim Havers, Daniel Büchel, and Jochen Baumeister. “Surface Instability Modulates Cortical Information Processing In Multi-Joint Compound Movements.” <i>Medicine &#38;Science in Sports&#38; Exercise</i> 54, no. 9S (2022): 565–565. <a href=\"https://doi.org/10.1249/01.mss.0000882152.12078.64\">https://doi.org/10.1249/01.mss.0000882152.12078.64</a>.","ieee":"T. Lehmann, A. Visser, T. Havers, D. Büchel, and J. Baumeister, “Surface Instability Modulates Cortical Information Processing In Multi-Joint Compound Movements,” <i>Medicine &#38;Science in Sports&#38; Exercise</i>, vol. 54, no. 9S, pp. 565–565, 2022, doi: <a href=\"https://doi.org/10.1249/01.mss.0000882152.12078.64\">10.1249/01.mss.0000882152.12078.64</a>.","bibtex":"@article{Lehmann_Visser_Havers_Büchel_Baumeister_2022, title={Surface Instability Modulates Cortical Information Processing In Multi-Joint Compound Movements}, volume={54}, DOI={<a href=\"https://doi.org/10.1249/01.mss.0000882152.12078.64\">10.1249/01.mss.0000882152.12078.64</a>}, number={9S}, journal={Medicine &#38;Science in Sports&#38; Exercise}, publisher={Ovid Technologies (Wolters Kluwer Health)}, author={Lehmann, Tim and Visser, Anton and Havers, Tim and Büchel, Daniel and Baumeister, Jochen}, year={2022}, pages={565–565} }","short":"T. Lehmann, A. Visser, T. Havers, D. Büchel, J. Baumeister, Medicine &#38;Science in Sports&#38; Exercise 54 (2022) 565–565.","mla":"Lehmann, Tim, et al. “Surface Instability Modulates Cortical Information Processing In Multi-Joint Compound Movements.” <i>Medicine &#38;Science in Sports&#38; Exercise</i>, vol. 54, no. 9S, Ovid Technologies (Wolters Kluwer Health), 2022, pp. 565–565, doi:<a href=\"https://doi.org/10.1249/01.mss.0000882152.12078.64\">10.1249/01.mss.0000882152.12078.64</a>.","apa":"Lehmann, T., Visser, A., Havers, T., Büchel, D., &#38; Baumeister, J. (2022). Surface Instability Modulates Cortical Information Processing In Multi-Joint Compound Movements. <i>Medicine &#38;Science in Sports&#38; Exercise</i>, <i>54</i>(9S), 565–565. <a href=\"https://doi.org/10.1249/01.mss.0000882152.12078.64\">https://doi.org/10.1249/01.mss.0000882152.12078.64</a>"},"date_updated":"2023-01-09T17:41:58Z","volume":54,"author":[{"first_name":"Tim","last_name":"Lehmann","full_name":"Lehmann, Tim","id":"41584"},{"first_name":"Anton","last_name":"Visser","full_name":"Visser, Anton"},{"first_name":"Tim","full_name":"Havers, Tim","last_name":"Havers"},{"id":"41088","full_name":"Büchel, Daniel","last_name":"Büchel","first_name":"Daniel"},{"first_name":"Jochen","orcid":"0000-0003-2683-5826","last_name":"Baumeister","full_name":"Baumeister, Jochen","id":"46"}],"doi":"10.1249/01.mss.0000882152.12078.64","type":"journal_article","status":"public","_id":"35539","department":[{"_id":"172"}],"user_id":"41088","alternative_title":["1898"]},{"title":"Regularity of Lie groups","date_created":"2022-12-22T09:19:43Z","publisher":"International Press of Boston","year":"2022","issue":"1","language":[{"iso":"eng"}],"keyword":["regularity of Lie groups"],"publication":"Communications in Analysis and Geometry","doi":"10.4310/cag.2022.v30.n1.a2","volume":30,"author":[{"first_name":"Maximilian","last_name":"Hanusch","id":"30905","full_name":"Hanusch, Maximilian"}],"date_updated":"2023-01-09T18:07:30Z","intvolume":"        30","page":"53-152","citation":{"ama":"Hanusch M. Regularity of Lie groups. <i>Communications in Analysis and Geometry</i>. 2022;30(1):53-152. doi:<a href=\"https://doi.org/10.4310/cag.2022.v30.n1.a2\">10.4310/cag.2022.v30.n1.a2</a>","ieee":"M. Hanusch, “Regularity of Lie groups,” <i>Communications in Analysis and Geometry</i>, vol. 30, no. 1, pp. 53–152, 2022, doi: <a href=\"https://doi.org/10.4310/cag.2022.v30.n1.a2\">10.4310/cag.2022.v30.n1.a2</a>.","chicago":"Hanusch, Maximilian. “Regularity of Lie Groups.” <i>Communications in Analysis and Geometry</i> 30, no. 1 (2022): 53–152. <a href=\"https://doi.org/10.4310/cag.2022.v30.n1.a2\">https://doi.org/10.4310/cag.2022.v30.n1.a2</a>.","apa":"Hanusch, M. (2022). Regularity of Lie groups. <i>Communications in Analysis and Geometry</i>, <i>30</i>(1), 53–152. <a href=\"https://doi.org/10.4310/cag.2022.v30.n1.a2\">https://doi.org/10.4310/cag.2022.v30.n1.a2</a>","short":"M. Hanusch, Communications in Analysis and Geometry 30 (2022) 53–152.","bibtex":"@article{Hanusch_2022, title={Regularity of Lie groups}, volume={30}, DOI={<a href=\"https://doi.org/10.4310/cag.2022.v30.n1.a2\">10.4310/cag.2022.v30.n1.a2</a>}, number={1}, journal={Communications in Analysis and Geometry}, publisher={International Press of Boston}, author={Hanusch, Maximilian}, year={2022}, pages={53–152} }","mla":"Hanusch, Maximilian. “Regularity of Lie Groups.” <i>Communications in Analysis and Geometry</i>, vol. 30, no. 1, International Press of Boston, 2022, pp. 53–152, doi:<a href=\"https://doi.org/10.4310/cag.2022.v30.n1.a2\">10.4310/cag.2022.v30.n1.a2</a>."},"publication_identifier":{"issn":["1019-8385","1944-9992"]},"publication_status":"published","extern":"1","article_type":"original","department":[{"_id":"93"}],"user_id":"30905","_id":"34817","status":"public","type":"journal_article"},{"language":[{"iso":"ger"}],"user_id":"30905","department":[{"_id":"93"}],"_id":"34856","status":"public","type":"working_paper","title":"Analysis 1 und 2 Skript/Buch","author":[{"last_name":"Hanusch","id":"30905","full_name":"Hanusch, Maximilian","first_name":"Maximilian"}],"date_created":"2022-12-22T17:06:02Z","date_updated":"2023-01-09T18:07:00Z","publisher":"https://maximilianhanusch.wixsite.com/my-site/lehre-teaching","citation":{"short":"M. Hanusch, Analysis 1 und 2 Skript/Buch, https://maximilianhanusch.wixsite.com/my-site/lehre-teaching, n.d.","mla":"Hanusch, Maximilian. <i>Analysis 1 und 2 Skript/Buch</i>. https://maximilianhanusch.wixsite.com/my-site/lehre-teaching.","bibtex":"@book{Hanusch, title={Analysis 1 und 2 Skript/Buch}, publisher={https://maximilianhanusch.wixsite.com/my-site/lehre-teaching}, author={Hanusch, Maximilian} }","apa":"Hanusch, M. (n.d.). <i>Analysis 1 und 2 Skript/Buch</i>. https://maximilianhanusch.wixsite.com/my-site/lehre-teaching.","chicago":"Hanusch, Maximilian. <i>Analysis 1 und 2 Skript/Buch</i>. https://maximilianhanusch.wixsite.com/my-site/lehre-teaching, n.d.","ieee":"M. Hanusch, <i>Analysis 1 und 2 Skript/Buch</i>. https://maximilianhanusch.wixsite.com/my-site/lehre-teaching.","ama":"Hanusch M. <i>Analysis 1 und 2 Skript/Buch</i>. https://maximilianhanusch.wixsite.com/my-site/lehre-teaching"},"page":"385","year":"2022","publication_status":"draft"},{"department":[{"_id":"195"},{"_id":"196"}],"user_id":"77066","_id":"35620","language":[{"iso":"eng"}],"keyword":["Interpretability","Convolutional Neural Network","Accuracy-Interpretability Trade-Of","Real Estate Appraisal","Hedonic Pricing","Grad-Ram"],"article_type":"original","publication":"ACM Transactions on Management Information Systems","type":"journal_article","status":"public","abstract":[{"text":"Deep learning models fuel many modern decision support systems, because they typically provide high predictive performance. Among other domains, deep learning is used in real-estate appraisal, where it allows to extend the analysis from hard facts only (e.g., size, age) to also consider more implicit information about the location or appearance of houses in the form of image data. However, one downside of deep learning models is their intransparent mechanic of decision making, which leads to a trade-off between accuracy and interpretability. This limits their applicability for tasks where a justification of the decision is necessary. Therefore, in this paper, we first combine different perspectives on interpretability into a multi-dimensional framework for a socio-technical perspective on explainable artificial intelligence. Second, we measure the performance gains of using multi-view deep learning which leverages additional image data (satellite images) for real estate appraisal. Third, we propose and test a novel post-hoc explainability method called Grad-Ram. This modified version of Grad-Cam mitigates the intransparency of convolutional neural networks (CNNs) for predicting continuous outcome variables. With this, we try to reduce the accuracy-interpretability trade-off of multi-view deep learning models. Our proposed network architecture outperforms traditional hedonic regression models by 34% in terms of MAE. Furthermore, we find that the used satellite images are the second most important predictor after square feet in our model and that the network learns interpretable patterns about the neighborhood structure and density.","lang":"eng"}],"author":[{"first_name":"Jan-Peter","last_name":"Kucklick","id":"77066","full_name":"Kucklick, Jan-Peter"},{"first_name":"Oliver","id":"72849","full_name":"Müller, Oliver","last_name":"Müller"}],"date_created":"2023-01-10T05:16:02Z","date_updated":"2023-01-10T05:20:18Z","publisher":"Association for Computing Machinery (ACM)","doi":"10.1145/3567430","main_file_link":[{"url":"https://dl.acm.org/doi/pdf/10.1145/3567430"}],"title":"Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal","publication_identifier":{"issn":["2158-656X","2158-6578"]},"publication_status":"published","citation":{"ama":"Kucklick J-P, Müller O. Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. <i>ACM Transactions on Management Information Systems</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1145/3567430\">10.1145/3567430</a>","ieee":"J.-P. Kucklick and O. Müller, “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal,” <i>ACM Transactions on Management Information Systems</i>, 2022, doi: <a href=\"https://doi.org/10.1145/3567430\">10.1145/3567430</a>.","chicago":"Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate Appraisal.” <i>ACM Transactions on Management Information Systems</i>, 2022. <a href=\"https://doi.org/10.1145/3567430\">https://doi.org/10.1145/3567430</a>.","mla":"Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate Appraisal.” <i>ACM Transactions on Management Information Systems</i>, Association for Computing Machinery (ACM), 2022, doi:<a href=\"https://doi.org/10.1145/3567430\">10.1145/3567430</a>.","bibtex":"@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal}, DOI={<a href=\"https://doi.org/10.1145/3567430\">10.1145/3567430</a>}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }","short":"J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).","apa":"Kucklick, J.-P., &#38; Müller, O. (2022). Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. <i>ACM Transactions on Management Information Systems</i>. <a href=\"https://doi.org/10.1145/3567430\">https://doi.org/10.1145/3567430</a>"},"year":"2022"},{"article_number":"111","keyword":["Orthopedics and Sports Medicine"],"language":[{"iso":"eng"}],"_id":"35623","user_id":"41584","status":"public","type":"journal_article","publication":"Journal of Experimental Orthopaedics","title":"Correction: Return to sports after ACL injury 5 years from now: 10 things we must do","doi":"10.1186/s40634-022-00548-x","date_updated":"2023-01-10T06:38:14Z","publisher":"Springer Science and Business Media LLC","date_created":"2023-01-10T06:37:10Z","author":[{"first_name":"Alli","full_name":"Gokeler, Alli","last_name":"Gokeler"},{"first_name":"Alberto","full_name":"Grassi, Alberto","last_name":"Grassi"},{"first_name":"Roy","last_name":"Hoogeslag","full_name":"Hoogeslag, Roy"},{"full_name":"van Houten, Albert","last_name":"van Houten","first_name":"Albert"},{"first_name":"Tim","full_name":"Lehmann, Tim","id":"41584","last_name":"Lehmann"},{"full_name":"Bolling, Caroline","last_name":"Bolling","first_name":"Caroline"},{"last_name":"Buckthorpe","full_name":"Buckthorpe, Matthew","first_name":"Matthew"},{"first_name":"Grant","last_name":"Norte","full_name":"Norte, Grant"},{"last_name":"Benjaminse","full_name":"Benjaminse, Anne","first_name":"Anne"},{"full_name":"Heuvelmans, Pieter","last_name":"Heuvelmans","first_name":"Pieter"},{"first_name":"Stefano","full_name":"Di Paolo, Stefano","last_name":"Di Paolo"},{"first_name":"Igor","last_name":"Tak","full_name":"Tak, Igor"},{"full_name":"Villa, Francesco Della","last_name":"Villa","first_name":"Francesco Della"}],"volume":9,"year":"2022","citation":{"apa":"Gokeler, A., Grassi, A., Hoogeslag, R., van Houten, A., Lehmann, T., Bolling, C., Buckthorpe, M., Norte, G., Benjaminse, A., Heuvelmans, P., Di Paolo, S., Tak, I., &#38; Villa, F. D. (2022). Correction: Return to sports after ACL injury 5 years from now: 10 things we must do. <i>Journal of Experimental Orthopaedics</i>, <i>9</i>(1), Article 111. <a href=\"https://doi.org/10.1186/s40634-022-00548-x\">https://doi.org/10.1186/s40634-022-00548-x</a>","bibtex":"@article{Gokeler_Grassi_Hoogeslag_van Houten_Lehmann_Bolling_Buckthorpe_Norte_Benjaminse_Heuvelmans_et al._2022, title={Correction: Return to sports after ACL injury 5 years from now: 10 things we must do}, volume={9}, DOI={<a href=\"https://doi.org/10.1186/s40634-022-00548-x\">10.1186/s40634-022-00548-x</a>}, number={1111}, journal={Journal of Experimental Orthopaedics}, publisher={Springer Science and Business Media LLC}, author={Gokeler, Alli and Grassi, Alberto and Hoogeslag, Roy and van Houten, Albert and Lehmann, Tim and Bolling, Caroline and Buckthorpe, Matthew and Norte, Grant and Benjaminse, Anne and Heuvelmans, Pieter and et al.}, year={2022} }","short":"A. Gokeler, A. Grassi, R. Hoogeslag, A. van Houten, T. Lehmann, C. Bolling, M. Buckthorpe, G. Norte, A. Benjaminse, P. Heuvelmans, S. Di Paolo, I. Tak, F.D. Villa, Journal of Experimental Orthopaedics 9 (2022).","mla":"Gokeler, Alli, et al. “Correction: Return to Sports after ACL Injury 5 Years from Now: 10 Things We Must Do.” <i>Journal of Experimental Orthopaedics</i>, vol. 9, no. 1, 111, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1186/s40634-022-00548-x\">10.1186/s40634-022-00548-x</a>.","ama":"Gokeler A, Grassi A, Hoogeslag R, et al. Correction: Return to sports after ACL injury 5 years from now: 10 things we must do. <i>Journal of Experimental Orthopaedics</i>. 2022;9(1). doi:<a href=\"https://doi.org/10.1186/s40634-022-00548-x\">10.1186/s40634-022-00548-x</a>","chicago":"Gokeler, Alli, Alberto Grassi, Roy Hoogeslag, Albert van Houten, Tim Lehmann, Caroline Bolling, Matthew Buckthorpe, et al. “Correction: Return to Sports after ACL Injury 5 Years from Now: 10 Things We Must Do.” <i>Journal of Experimental Orthopaedics</i> 9, no. 1 (2022). <a href=\"https://doi.org/10.1186/s40634-022-00548-x\">https://doi.org/10.1186/s40634-022-00548-x</a>.","ieee":"A. Gokeler <i>et al.</i>, “Correction: Return to sports after ACL injury 5 years from now: 10 things we must do,” <i>Journal of Experimental Orthopaedics</i>, vol. 9, no. 1, Art. no. 111, 2022, doi: <a href=\"https://doi.org/10.1186/s40634-022-00548-x\">10.1186/s40634-022-00548-x</a>."},"intvolume":"         9","publication_status":"published","publication_identifier":{"issn":["2197-1153"]},"issue":"1"},{"type":"journal_article","publication":"Psychology of Sport and Exercise","status":"public","_id":"35622","user_id":"41584","article_number":"102250","keyword":["Applied Psychology"],"language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"issn":["1469-0292"]},"year":"2022","citation":{"mla":"Scharfen, Hans-Erik, et al. “Cortical Responses to Sport-Specific Stimuli in a Standing Stop Signal Task.” <i>Psychology of Sport and Exercise</i>, vol. 63, 102250, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.psychsport.2022.102250\">10.1016/j.psychsport.2022.102250</a>.","bibtex":"@article{Scharfen_Lehmann_Büchel_Baumeister_2022, title={Cortical responses to sport-specific stimuli in a standing stop signal task}, volume={63}, DOI={<a href=\"https://doi.org/10.1016/j.psychsport.2022.102250\">10.1016/j.psychsport.2022.102250</a>}, number={102250}, journal={Psychology of Sport and Exercise}, publisher={Elsevier BV}, author={Scharfen, Hans-Erik and Lehmann, Tim and Büchel, Daniel and Baumeister, Jochen}, year={2022} }","short":"H.-E. Scharfen, T. Lehmann, D. Büchel, J. Baumeister, Psychology of Sport and Exercise 63 (2022).","apa":"Scharfen, H.-E., Lehmann, T., Büchel, D., &#38; Baumeister, J. (2022). Cortical responses to sport-specific stimuli in a standing stop signal task. <i>Psychology of Sport and Exercise</i>, <i>63</i>, Article 102250. <a href=\"https://doi.org/10.1016/j.psychsport.2022.102250\">https://doi.org/10.1016/j.psychsport.2022.102250</a>","ama":"Scharfen H-E, Lehmann T, Büchel D, Baumeister J. Cortical responses to sport-specific stimuli in a standing stop signal task. <i>Psychology of Sport and Exercise</i>. 2022;63. doi:<a href=\"https://doi.org/10.1016/j.psychsport.2022.102250\">10.1016/j.psychsport.2022.102250</a>","chicago":"Scharfen, Hans-Erik, Tim Lehmann, Daniel Büchel, and Jochen Baumeister. “Cortical Responses to Sport-Specific Stimuli in a Standing Stop Signal Task.” <i>Psychology of Sport and Exercise</i> 63 (2022). <a href=\"https://doi.org/10.1016/j.psychsport.2022.102250\">https://doi.org/10.1016/j.psychsport.2022.102250</a>.","ieee":"H.-E. Scharfen, T. Lehmann, D. Büchel, and J. Baumeister, “Cortical responses to sport-specific stimuli in a standing stop signal task,” <i>Psychology of Sport and Exercise</i>, vol. 63, Art. no. 102250, 2022, doi: <a href=\"https://doi.org/10.1016/j.psychsport.2022.102250\">10.1016/j.psychsport.2022.102250</a>."},"intvolume":"        63","publisher":"Elsevier BV","date_updated":"2023-01-10T06:38:21Z","author":[{"last_name":"Scharfen","full_name":"Scharfen, Hans-Erik","first_name":"Hans-Erik"},{"full_name":"Lehmann, Tim","last_name":"Lehmann","first_name":"Tim"},{"first_name":"Daniel","last_name":"Büchel","full_name":"Büchel, Daniel"},{"last_name":"Baumeister","full_name":"Baumeister, Jochen","first_name":"Jochen"}],"date_created":"2023-01-10T06:33:57Z","volume":63,"title":"Cortical responses to sport-specific stimuli in a standing stop signal task","doi":"10.1016/j.psychsport.2022.102250"},{"date_updated":"2023-01-10T08:05:30Z","author":[{"first_name":"Katharina","last_name":"Völlmecke","full_name":"Völlmecke, Katharina"},{"full_name":"Afroz, Rowshon","last_name":"Afroz","first_name":"Rowshon"},{"full_name":"Bierbach, Sascha","last_name":"Bierbach","first_name":"Sascha"},{"first_name":"Lee Josephine","last_name":"Brenker","full_name":"Brenker, Lee Josephine"},{"last_name":"Frücht","full_name":"Frücht, Sebastian","first_name":"Sebastian"},{"last_name":"Glass","full_name":"Glass, Alexandra","first_name":"Alexandra"},{"full_name":"Giebelhaus, Ryland","last_name":"Giebelhaus","first_name":"Ryland"},{"full_name":"Hoppe, Axel","last_name":"Hoppe","first_name":"Axel"},{"first_name":"Karen","full_name":"Kanemaru, Karen","last_name":"Kanemaru"},{"full_name":"Lazarek, Michal","last_name":"Lazarek","first_name":"Michal"},{"first_name":"Lukas","full_name":"Rabbe, Lukas","last_name":"Rabbe"},{"first_name":"Longfei","full_name":"Song, Longfei","last_name":"Song"},{"first_name":"Andrea","full_name":"Velasco Suarez, Andrea","last_name":"Velasco Suarez"},{"last_name":"Wu","full_name":"Wu, Shuang","first_name":"Shuang"},{"last_name":"Serpe","full_name":"Serpe, Michael","first_name":"Michael"},{"last_name":"Kuckling","id":"287","full_name":"Kuckling, Dirk","first_name":"Dirk"}],"volume":8,"main_file_link":[{"url":"https://www.mdpi.com/2310-2861/8/12/768"}],"doi":"10.3390/gels8120768","publication_status":"published","publication_identifier":{"issn":["2310-2861"]},"citation":{"apa":"Völlmecke, K., Afroz, R., Bierbach, S., Brenker, L. J., Frücht, S., Glass, A., Giebelhaus, R., Hoppe, A., Kanemaru, K., Lazarek, M., Rabbe, L., Song, L., Velasco Suarez, A., Wu, S., Serpe, M., &#38; Kuckling, D. (2022). Hydrogel-Based Biosensors. <i>Gels</i>, <i>8</i>(12), Article 768. <a href=\"https://doi.org/10.3390/gels8120768\">https://doi.org/10.3390/gels8120768</a>","short":"K. Völlmecke, R. Afroz, S. Bierbach, L.J. Brenker, S. Frücht, A. Glass, R. Giebelhaus, A. Hoppe, K. Kanemaru, M. Lazarek, L. Rabbe, L. Song, A. Velasco Suarez, S. Wu, M. Serpe, D. Kuckling, Gels 8 (2022).","bibtex":"@article{Völlmecke_Afroz_Bierbach_Brenker_Frücht_Glass_Giebelhaus_Hoppe_Kanemaru_Lazarek_et al._2022, title={Hydrogel-Based Biosensors}, volume={8}, DOI={<a href=\"https://doi.org/10.3390/gels8120768\">10.3390/gels8120768</a>}, number={12768}, journal={Gels}, publisher={MDPI AG}, author={Völlmecke, Katharina and Afroz, Rowshon and Bierbach, Sascha and Brenker, Lee Josephine and Frücht, Sebastian and Glass, Alexandra and Giebelhaus, Ryland and Hoppe, Axel and Kanemaru, Karen and Lazarek, Michal and et al.}, year={2022} }","mla":"Völlmecke, Katharina, et al. “Hydrogel-Based Biosensors.” <i>Gels</i>, vol. 8, no. 12, 768, MDPI AG, 2022, doi:<a href=\"https://doi.org/10.3390/gels8120768\">10.3390/gels8120768</a>.","ama":"Völlmecke K, Afroz R, Bierbach S, et al. Hydrogel-Based Biosensors. <i>Gels</i>. 2022;8(12). doi:<a href=\"https://doi.org/10.3390/gels8120768\">10.3390/gels8120768</a>","ieee":"K. Völlmecke <i>et al.</i>, “Hydrogel-Based Biosensors,” <i>Gels</i>, vol. 8, no. 12, Art. no. 768, 2022, doi: <a href=\"https://doi.org/10.3390/gels8120768\">10.3390/gels8120768</a>.","chicago":"Völlmecke, Katharina, Rowshon Afroz, Sascha Bierbach, Lee Josephine Brenker, Sebastian Frücht, Alexandra Glass, Ryland Giebelhaus, et al. “Hydrogel-Based Biosensors.” <i>Gels</i> 8, no. 12 (2022). <a href=\"https://doi.org/10.3390/gels8120768\">https://doi.org/10.3390/gels8120768</a>."},"intvolume":"         8","_id":"35642","user_id":"94","department":[{"_id":"163"}],"article_number":"768","article_type":"review","type":"journal_article","status":"public","publisher":"MDPI AG","date_created":"2023-01-10T08:02:50Z","title":"Hydrogel-Based Biosensors","issue":"12","year":"2022","keyword":["Polymers and Plastics","Organic Chemistry","Biomaterials","Bioengineering"],"language":[{"iso":"eng"}],"publication":"Gels","abstract":[{"text":"<jats:p>There is an increasing interest in sensing applications for a variety of analytes in aqueous environments, as conventional methods do not work reliably under humid conditions or they require complex equipment with experienced operators. Hydrogel sensors are easy to fabricate, are incredibly sensitive, and have broad dynamic ranges. Experiments on their robustness, reliability, and reusability have indicated the possible long-term applications of these systems in a variety of fields, including disease diagnosis, detection of pharmaceuticals, and in environmental testing. It is possible to produce hydrogels, which, upon sensing a specific analyte, can adsorb it onto their 3D-structure and can therefore be used to remove them from a given environment. High specificity can be obtained by using molecularly imprinted polymers. Typical detection principles involve optical methods including fluorescence and chemiluminescence, and volume changes in colloidal photonic crystals, as well as electrochemical methods. Here, we explore the current research utilizing hydrogel-based sensors in three main areas: (1) biomedical applications, (2) for detecting and quantifying pharmaceuticals of interest, and (3) detecting and quantifying environmental contaminants in aqueous environments.</jats:p>","lang":"eng"}]}]