[{"citation":{"mla":"Nigade, Vinod, et al. “Inference Serving with End-to-End Latency SLOs over Dynamic Edge Networks.” <i>Real-Time Systems</i>, vol. 60, no. 2, Springer Science and Business Media LLC, 2024, pp. 239–90, doi:<a href=\"https://doi.org/10.1007/s11241-024-09418-4\">10.1007/s11241-024-09418-4</a>.","bibtex":"@article{Nigade_Bauszat_Bal_Wang_2024, title={Inference serving with end-to-end latency SLOs over dynamic edge networks}, volume={60}, DOI={<a href=\"https://doi.org/10.1007/s11241-024-09418-4\">10.1007/s11241-024-09418-4</a>}, number={2}, journal={Real-Time Systems}, publisher={Springer Science and Business Media LLC}, author={Nigade, Vinod and Bauszat, Pablo and Bal, Henri and Wang, Lin}, year={2024}, pages={239–290} }","ama":"Nigade V, Bauszat P, Bal H, Wang L. Inference serving with end-to-end latency SLOs over dynamic edge networks. <i>Real-Time Systems</i>. 2024;60(2):239-290. doi:<a href=\"https://doi.org/10.1007/s11241-024-09418-4\">10.1007/s11241-024-09418-4</a>","ieee":"V. Nigade, P. Bauszat, H. Bal, and L. Wang, “Inference serving with end-to-end latency SLOs over dynamic edge networks,” <i>Real-Time Systems</i>, vol. 60, no. 2, pp. 239–290, 2024, doi: <a href=\"https://doi.org/10.1007/s11241-024-09418-4\">10.1007/s11241-024-09418-4</a>.","apa":"Nigade, V., Bauszat, P., Bal, H., &#38; Wang, L. (2024). Inference serving with end-to-end latency SLOs over dynamic edge networks. <i>Real-Time Systems</i>, <i>60</i>(2), 239–290. <a href=\"https://doi.org/10.1007/s11241-024-09418-4\">https://doi.org/10.1007/s11241-024-09418-4</a>","chicago":"Nigade, Vinod, Pablo Bauszat, Henri Bal, and Lin Wang. “Inference Serving with End-to-End Latency SLOs over Dynamic Edge Networks.” <i>Real-Time Systems</i> 60, no. 2 (2024): 239–90. <a href=\"https://doi.org/10.1007/s11241-024-09418-4\">https://doi.org/10.1007/s11241-024-09418-4</a>.","short":"V. Nigade, P. Bauszat, H. Bal, L. Wang, Real-Time Systems 60 (2024) 239–290."},"status":"public","volume":60,"user_id":"102868","_id":"63059","publisher":"Springer Science and Business Media LLC","page":"239-290","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>While high accuracy is of paramount importance for deep learning (DL) inference, serving inference requests on time is equally critical but has not been carefully studied especially when the request has to be served over a dynamic wireless network at the edge. In this paper, we propose Jellyfish—a novel edge DL inference serving system that achieves soft guarantees for end-to-end inference latency service-level objectives (SLO). Jellyfish handles the network variability by utilizing both data and deep neural network (DNN) adaptation to conduct tradeoffs between accuracy and latency. Jellyfish features a new design that enables collective adaptation policies where the decisions for data and DNN adaptations are aligned and coordinated among multiple users with varying network conditions. We propose efficient algorithms to continuously map users and adapt DNNs at runtime, so that we fulfill latency SLOs while maximizing the overall inference accuracy. We further investigate <jats:italic>dynamic</jats:italic> DNNs, i.e., DNNs that encompass multiple architecture variants, and demonstrate their potential benefit through preliminary experiments. Our experiments based on a prototype implementation and real-world WiFi and LTE network traces show that Jellyfish can meet latency SLOs at around the 99th percentile while maintaining high accuracy.\r\n</jats:p>","lang":"eng"}],"issue":"2","publication":"Real-Time Systems","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"type":"journal_article","date_created":"2025-12-12T08:16:33Z","intvolume":"        60","publication_status":"published","date_updated":"2025-12-12T08:18:05Z","author":[{"full_name":"Nigade, Vinod","first_name":"Vinod","last_name":"Nigade"},{"full_name":"Bauszat, Pablo","first_name":"Pablo","last_name":"Bauszat"},{"last_name":"Bal","first_name":"Henri","full_name":"Bal, Henri"},{"id":"102868","last_name":"Wang","orcid":"0000-0001-7181-6128","first_name":"Lin","full_name":"Wang, Lin"}],"publication_identifier":{"issn":["0922-6443","1573-1383"]},"title":"Inference serving with end-to-end latency SLOs over dynamic edge networks","year":"2024","doi":"10.1007/s11241-024-09418-4","language":[{"iso":"eng"}]},{"citation":{"mla":"Rezat, Sebastian. “Research on Curriculum Resources in Mathematics Education: A Survey of the Field.” <i>ZDM – Mathematics Education</i>, vol. 56, no. 2, Springer Science and Business Media LLC, 2024, pp. 223–37, doi:<a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>.","ama":"Rezat S. Research on curriculum resources in mathematics education: a survey of the field. <i>ZDM – Mathematics Education</i>. 2024;56(2):223-237. doi:<a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>","bibtex":"@article{Rezat_2024, title={Research on curriculum resources in mathematics education: a survey of the field}, volume={56}, DOI={<a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>}, number={2}, journal={ZDM – Mathematics Education}, publisher={Springer Science and Business Media LLC}, author={Rezat, Sebastian}, year={2024}, pages={223–237} }","apa":"Rezat, S. (2024). Research on curriculum resources in mathematics education: a survey of the field. <i>ZDM – Mathematics Education</i>, <i>56</i>(2), 223–237. <a href=\"https://doi.org/10.1007/s11858-024-01559-x\">https://doi.org/10.1007/s11858-024-01559-x</a>","ieee":"S. Rezat, “Research on curriculum resources in mathematics education: a survey of the field,” <i>ZDM – Mathematics Education</i>, vol. 56, no. 2, pp. 223–237, 2024, doi: <a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>.","short":"S. Rezat, ZDM – Mathematics Education 56 (2024) 223–237.","chicago":"Rezat, Sebastian. “Research on Curriculum Resources in Mathematics Education: A Survey of the Field.” <i>ZDM – Mathematics Education</i> 56, no. 2 (2024): 223–37. <a href=\"https://doi.org/10.1007/s11858-024-01559-x\">https://doi.org/10.1007/s11858-024-01559-x</a>."},"volume":56,"user_id":"31132","publisher":"Springer Science and Business Media LLC","_id":"60195","page":"223-237","status":"public","department":[{"_id":"360"}],"type":"journal_article","date_created":"2025-06-12T14:20:27Z","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>This survey describes the structure of the field of research on curriculum resources in mathematics education in the period from 2018 till 2023. Based on the procedures of a systematic review relevant literature was identified using Web of Science as a database. The included literature was analyzed and categorized according to the type of curriculum resource and the area of study. Seven areas of studies were identified: studies on the role of curriculum resources, content analysis, user studies, studies on the effects of curriculum resources, studies on curriculum resource design, curriculum resources as data, and reviews. The areas were further subdivided into different subcategories based on the research questions of the included papers. The findings show that research on mathematics textbooks is still predominant in the field. The most popular areas of research are content analysis, user studies, studies on design, and studies on effects. Emerging areas are research on students’ use of curriculum resources and the employment of user data from digital curriculum resources as data basis in mathematics education research.</jats:p>"}],"issue":"2","publication":"ZDM – Mathematics Education","doi":"10.1007/s11858-024-01559-x","language":[{"iso":"eng"}],"intvolume":"        56","date_updated":"2025-12-16T13:09:16Z","publication_status":"published","publication_identifier":{"issn":["1863-9690","1863-9704"]},"author":[{"full_name":"Rezat, Sebastian","last_name":"Rezat","first_name":"Sebastian"}],"title":"Research on curriculum resources in mathematics education: a survey of the field","year":"2024"},{"file_date_updated":"2024-05-02T14:06:28Z","citation":{"ama":"Koch K, Claes L, Jurgelucks B, Meihost L, Henning B. Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale Netze. In: Gesellschaft für Akustik e.V. D, ed. <i>Fortschritte der Akustik - DAGA 2024</i>. ; 2024:1113–1116.","bibtex":"@inproceedings{Koch_Claes_Jurgelucks_Meihost_Henning_2024, title={Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale Netze}, booktitle={Fortschritte der Akustik - DAGA 2024}, author={Koch, Kevin and Claes, Leander and Jurgelucks, Benjamin and Meihost, Lars and Henning, Bernd}, editor={Gesellschaft für Akustik e.V., Deutsche }, year={2024}, pages={1113–1116} }","mla":"Koch, Kevin, et al. “Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale Netze.” <i>Fortschritte der Akustik - DAGA 2024</i>, edited by Deutsche  Gesellschaft für Akustik e.V., 2024, pp. 1113–1116.","chicago":"Koch, Kevin, Leander Claes, Benjamin Jurgelucks, Lars Meihost, and Bernd Henning. “Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale Netze.” In <i>Fortschritte der Akustik - DAGA 2024</i>, edited by Deutsche  Gesellschaft für Akustik e.V., 1113–1116, 2024.","short":"K. Koch, L. Claes, B. Jurgelucks, L. Meihost, B. Henning, in: D. Gesellschaft für Akustik e.V. (Ed.), Fortschritte der Akustik - DAGA 2024, 2024, pp. 1113–1116.","apa":"Koch, K., Claes, L., Jurgelucks, B., Meihost, L., &#38; Henning, B. (2024). Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale Netze. In D. Gesellschaft für Akustik e.V. (Ed.), <i>Fortschritte der Akustik - DAGA 2024</i> (pp. 1113–1116).","ieee":"K. Koch, L. Claes, B. Jurgelucks, L. Meihost, and B. Henning, “Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale Netze,” in <i>Fortschritte der Akustik - DAGA 2024</i>, 2024, pp. 1113–1116."},"project":[{"name":"ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums","_id":"90"},{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"_id":"245","name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)"}],"oa":"1","status":"public","conference":{"start_date":"2024-03-18","end_date":"2024-03-21"},"has_accepted_license":"1","page":"1113–1116","_id":"53824","ddc":["620"],"user_id":"11829","editor":[{"last_name":"Gesellschaft für Akustik e.V.","first_name":"Deutsche ","full_name":"Gesellschaft für Akustik e.V., Deutsche "}],"publication":"Fortschritte der Akustik - DAGA 2024","file":[{"creator":"leanderc","date_created":"2024-05-02T13:36:51Z","access_level":"open_access","file_size":365911,"file_name":"daga2024koch.pdf","date_updated":"2024-05-02T14:06:28Z","relation":"main_file","content_type":"application/pdf","file_id":"53825"}],"date_created":"2024-05-02T13:34:01Z","type":"conference","department":[{"_id":"49"}],"year":"2024","title":"Inverses Verfahren zur Identifikation piezoelektrischer Materialparameter unterstützt durch neuronale Netze","author":[{"full_name":"Koch, Kevin","last_name":"Koch","first_name":"Kevin"},{"id":"11829","full_name":"Claes, Leander","first_name":"Leander","last_name":"Claes","orcid":"0000-0002-4393-268X"},{"full_name":"Jurgelucks, Benjamin","last_name":"Jurgelucks","first_name":"Benjamin"},{"id":"24769","full_name":"Meihost, Lars","first_name":"Lars","last_name":"Meihost"},{"first_name":"Bernd","last_name":"Henning","full_name":"Henning, Bernd","id":"213"}],"date_updated":"2026-01-05T07:56:42Z","language":[{"iso":"ger"}]},{"user_id":"11829","volume":2822,"page":"012125","publisher":"IOP Publishing","_id":"56834","status":"public","oa":"1","project":[{"name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)","_id":"245"}],"citation":{"bibtex":"@inproceedings{Friesen_Claes_Scheidemann_Feldmann_Hemsel_Henning_2024, title={Estimation of temperature-dependent piezoelectric material parameters using ring-shaped specimens}, volume={2822}, DOI={<a href=\"https://doi.org/10.1088/1742-6596/2822/1/012125\">10.1088/1742-6596/2822/1/012125</a>}, booktitle={2023 International Congress on Ultrasonics, Beijing, China}, publisher={IOP Publishing}, author={Friesen, Olga and Claes, Leander and Scheidemann, Claus and Feldmann, Nadine and Hemsel, Tobias and Henning, Bernd}, year={2024}, pages={012125} }","ama":"Friesen O, Claes L, Scheidemann C, Feldmann N, Hemsel T, Henning B. Estimation of temperature-dependent piezoelectric material parameters using ring-shaped specimens. In: <i>2023 International Congress on Ultrasonics, Beijing, China</i>. Vol 2822. IOP Publishing; 2024:012125. doi:<a href=\"https://doi.org/10.1088/1742-6596/2822/1/012125\">10.1088/1742-6596/2822/1/012125</a>","mla":"Friesen, Olga, et al. “Estimation of Temperature-Dependent Piezoelectric Material Parameters Using Ring-Shaped Specimens.” <i>2023 International Congress on Ultrasonics, Beijing, China</i>, vol. 2822, IOP Publishing, 2024, p. 012125, doi:<a href=\"https://doi.org/10.1088/1742-6596/2822/1/012125\">10.1088/1742-6596/2822/1/012125</a>.","short":"O. Friesen, L. Claes, C. Scheidemann, N. Feldmann, T. Hemsel, B. Henning, in: 2023 International Congress on Ultrasonics, Beijing, China, IOP Publishing, 2024, p. 012125.","chicago":"Friesen, Olga, Leander Claes, Claus Scheidemann, Nadine Feldmann, Tobias Hemsel, and Bernd Henning. “Estimation of Temperature-Dependent Piezoelectric Material Parameters Using Ring-Shaped Specimens.” In <i>2023 International Congress on Ultrasonics, Beijing, China</i>, 2822:012125. IOP Publishing, 2024. <a href=\"https://doi.org/10.1088/1742-6596/2822/1/012125\">https://doi.org/10.1088/1742-6596/2822/1/012125</a>.","ieee":"O. Friesen, L. Claes, C. Scheidemann, N. Feldmann, T. Hemsel, and B. Henning, “Estimation of temperature-dependent piezoelectric material parameters using ring-shaped specimens,” in <i>2023 International Congress on Ultrasonics, Beijing, China</i>, 2024, vol. 2822, p. 012125, doi: <a href=\"https://doi.org/10.1088/1742-6596/2822/1/012125\">10.1088/1742-6596/2822/1/012125</a>.","apa":"Friesen, O., Claes, L., Scheidemann, C., Feldmann, N., Hemsel, T., &#38; Henning, B. (2024). Estimation of temperature-dependent piezoelectric material parameters using ring-shaped specimens. <i>2023 International Congress on Ultrasonics, Beijing, China</i>, <i>2822</i>, 012125. <a href=\"https://doi.org/10.1088/1742-6596/2822/1/012125\">https://doi.org/10.1088/1742-6596/2822/1/012125</a>"},"doi":"10.1088/1742-6596/2822/1/012125","main_file_link":[{"url":"https://iopscience.iop.org/article/10.1088/1742-6596/2822/1/012125","open_access":"1"}],"language":[{"iso":"eng"}],"date_updated":"2026-01-05T07:58:55Z","intvolume":"      2822","year":"2024","title":"Estimation of temperature-dependent piezoelectric material parameters using ring-shaped specimens","publication_identifier":{"issn":["1742-6596"]},"author":[{"id":"44026","first_name":"Olga","last_name":"Friesen","full_name":"Friesen, Olga"},{"id":"11829","full_name":"Claes, Leander","last_name":"Claes","first_name":"Leander","orcid":"0000-0002-4393-268X"},{"full_name":"Scheidemann, Claus","first_name":"Claus","last_name":"Scheidemann","id":"38259"},{"id":"23082","last_name":"Feldmann","first_name":"Nadine","full_name":"Feldmann, Nadine"},{"last_name":"Hemsel","first_name":"Tobias","full_name":"Hemsel, Tobias","id":"210"},{"last_name":"Henning","first_name":"Bernd","full_name":"Henning, Bernd","id":"213"}],"type":"conference","department":[{"_id":"49"}],"date_created":"2024-10-31T07:59:01Z","publication":"2023 International Congress on Ultrasonics, Beijing, China"},{"user_id":"11829","doi":"10.5281/zenodo.13143680","_id":"55470","publisher":"Zenodo","date_updated":"2026-01-05T07:57:46Z","title":"Randomised material parameter impedance dataset of piezoelectric rings","year":"2024","status":"public","author":[{"full_name":"Koch, Kevin","first_name":"Kevin","last_name":"Koch"},{"last_name":"Friesen","first_name":"Olga","full_name":"Friesen, Olga","id":"44026"},{"first_name":"Leander","last_name":"Claes","orcid":"0000-0002-4393-268X","full_name":"Claes, Leander","id":"11829"}],"type":"research_data","department":[{"_id":"49"}],"date_created":"2024-07-31T14:10:12Z","project":[{"_id":"90","name":"ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums"},{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"},{"name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)","_id":"245"}],"citation":{"mla":"Koch, Kevin, et al. <i>Randomised Material Parameter Impedance Dataset of Piezoelectric Rings</i>. Zenodo, 2024, doi:<a href=\"https://doi.org/10.5281/zenodo.13143680\">10.5281/zenodo.13143680</a>.","bibtex":"@book{Koch_Friesen_Claes_2024, title={Randomised material parameter impedance dataset of piezoelectric rings}, DOI={<a href=\"https://doi.org/10.5281/zenodo.13143680\">10.5281/zenodo.13143680</a>}, publisher={Zenodo}, author={Koch, Kevin and Friesen, Olga and Claes, Leander}, year={2024} }","ama":"Koch K, Friesen O, Claes L. <i>Randomised Material Parameter Impedance Dataset of Piezoelectric Rings</i>. Zenodo; 2024. doi:<a href=\"https://doi.org/10.5281/zenodo.13143680\">10.5281/zenodo.13143680</a>","ieee":"K. Koch, O. Friesen, and L. Claes, <i>Randomised material parameter impedance dataset of piezoelectric rings</i>. Zenodo, 2024.","apa":"Koch, K., Friesen, O., &#38; Claes, L. (2024). <i>Randomised material parameter impedance dataset of piezoelectric rings</i>. Zenodo. <a href=\"https://doi.org/10.5281/zenodo.13143680\">https://doi.org/10.5281/zenodo.13143680</a>","chicago":"Koch, Kevin, Olga Friesen, and Leander Claes. <i>Randomised Material Parameter Impedance Dataset of Piezoelectric Rings</i>. Zenodo, 2024. <a href=\"https://doi.org/10.5281/zenodo.13143680\">https://doi.org/10.5281/zenodo.13143680</a>.","short":"K. Koch, O. Friesen, L. Claes, Randomised Material Parameter Impedance Dataset of Piezoelectric Rings, Zenodo, 2024."}},{"date_created":"2024-04-25T13:54:49Z","department":[{"_id":"49"}],"type":"research_data","citation":{"ieee":"K. Koch and L. Claes, <i>Randomised material parameter piezoelectric impedance dataset with structured electrodes</i>. zenodo, 2024.","apa":"Koch, K., &#38; Claes, L. (2024). <i>Randomised material parameter piezoelectric impedance dataset with structured electrodes</i>. zenodo. <a href=\"https://doi.org/10.5281/ZENODO.11064206\">https://doi.org/10.5281/ZENODO.11064206</a>","chicago":"Koch, Kevin, and Leander Claes. <i>Randomised Material Parameter Piezoelectric Impedance Dataset with Structured Electrodes</i>. zenodo, 2024. <a href=\"https://doi.org/10.5281/ZENODO.11064206\">https://doi.org/10.5281/ZENODO.11064206</a>.","short":"K. Koch, L. Claes, Randomised Material Parameter Piezoelectric Impedance Dataset with Structured Electrodes, zenodo, 2024.","mla":"Koch, Kevin, and Leander Claes. <i>Randomised Material Parameter Piezoelectric Impedance Dataset with Structured Electrodes</i>. zenodo, 2024, doi:<a href=\"https://doi.org/10.5281/ZENODO.11064206\">10.5281/ZENODO.11064206</a>.","bibtex":"@book{Koch_Claes_2024, title={Randomised material parameter piezoelectric impedance dataset with structured electrodes}, DOI={<a href=\"https://doi.org/10.5281/ZENODO.11064206\">10.5281/ZENODO.11064206</a>}, publisher={zenodo}, author={Koch, Kevin and Claes, Leander}, year={2024} }","ama":"Koch K, Claes L. <i>Randomised Material Parameter Piezoelectric Impedance Dataset with Structured Electrodes</i>. zenodo; 2024. doi:<a href=\"https://doi.org/10.5281/ZENODO.11064206\">10.5281/ZENODO.11064206</a>"},"project":[{"name":"ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums","_id":"90"},{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"_id":"245","name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)"}],"_id":"53662","publisher":"zenodo","user_id":"11829","doi":"10.5281/ZENODO.11064206","author":[{"last_name":"Koch","first_name":"Kevin","full_name":"Koch, Kevin"},{"id":"11829","full_name":"Claes, Leander","last_name":"Claes","first_name":"Leander","orcid":"0000-0002-4393-268X"}],"title":"Randomised material parameter piezoelectric impedance dataset with structured electrodes","status":"public","year":"2024","date_updated":"2026-01-05T07:56:58Z"},{"place":"International Workshop on Piezoelectric Materials and Applications (IWPMA)","date_created":"2024-07-29T12:34:21Z","department":[{"_id":"49"}],"type":"misc","citation":{"ama":"Claes L, Koch K, Friesen O, Meihost L. <i>Machine Learning in Inverse Measurement Problems: An Application to Piezoelectric Material Characterisation</i>.; 2024.","bibtex":"@book{Claes_Koch_Friesen_Meihost_2024, place={International Workshop on Piezoelectric Materials and Applications (IWPMA)}, title={Machine learning in inverse measurement problems: An application to piezoelectric material characterisation}, author={Claes, Leander and Koch, Kevin and Friesen, Olga and Meihost, Lars}, year={2024} }","mla":"Claes, Leander, et al. <i>Machine Learning in Inverse Measurement Problems: An Application to Piezoelectric Material Characterisation</i>. 2024.","short":"L. Claes, K. Koch, O. Friesen, L. Meihost, Machine Learning in Inverse Measurement Problems: An Application to Piezoelectric Material Characterisation, International Workshop on Piezoelectric Materials and Applications (IWPMA), 2024.","chicago":"Claes, Leander, Kevin Koch, Olga Friesen, and Lars Meihost. <i>Machine Learning in Inverse Measurement Problems: An Application to Piezoelectric Material Characterisation</i>. International Workshop on Piezoelectric Materials and Applications (IWPMA), 2024.","apa":"Claes, L., Koch, K., Friesen, O., &#38; Meihost, L. (2024). <i>Machine learning in inverse measurement problems: An application to piezoelectric material characterisation</i>.","ieee":"L. Claes, K. Koch, O. Friesen, and L. Meihost, <i>Machine learning in inverse measurement problems: An application to piezoelectric material characterisation</i>. International Workshop on Piezoelectric Materials and Applications (IWPMA), 2024."},"project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"},{"name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)","_id":"245"}],"language":[{"iso":"eng"}],"_id":"55416","user_id":"11829","author":[{"id":"11829","full_name":"Claes, Leander","first_name":"Leander","orcid":"0000-0002-4393-268X","last_name":"Claes"},{"first_name":"Kevin","last_name":"Koch","full_name":"Koch, Kevin"},{"last_name":"Friesen","first_name":"Olga","full_name":"Friesen, Olga","id":"44026"},{"first_name":"Lars","last_name":"Meihost","full_name":"Meihost, Lars","id":"24769"}],"year":"2024","status":"public","title":"Machine learning in inverse measurement problems: An application to piezoelectric material characterisation","date_updated":"2026-01-05T07:57:27Z"},{"publication":"tm - Technisches Messen","citation":{"mla":"Friesen, Olga, et al. “Estimation of Piezoelectric Material Parameters of Ring-Shaped Specimens.” <i>Tm - Technisches Messen</i>, De Gruyter, 2024, doi:<a href=\"https://doi.org/10.1515/teme-2024-0107\">https://doi.org/10.1515/teme-2024-0107</a>.","ama":"Friesen O, Claes L, Feldmann N, Henning B. Estimation of piezoelectric material parameters of ring-shaped specimens. <i>tm - Technisches Messen</i>. Published online 2024. doi:<a href=\"https://doi.org/10.1515/teme-2024-0107\">https://doi.org/10.1515/teme-2024-0107</a>","bibtex":"@article{Friesen_Claes_Feldmann_Henning_2024, title={Estimation of piezoelectric material parameters of ring-shaped specimens}, DOI={<a href=\"https://doi.org/10.1515/teme-2024-0107\">https://doi.org/10.1515/teme-2024-0107</a>}, journal={tm - Technisches Messen}, publisher={De Gruyter}, author={Friesen, Olga and Claes, Leander and Feldmann, Nadine and Henning, Bernd}, year={2024} }","apa":"Friesen, O., Claes, L., Feldmann, N., &#38; Henning, B. (2024). Estimation of piezoelectric material parameters of ring-shaped specimens. <i>Tm - Technisches Messen</i>. <a href=\"https://doi.org/10.1515/teme-2024-0107\">https://doi.org/10.1515/teme-2024-0107</a>","ieee":"O. Friesen, L. Claes, N. Feldmann, and B. Henning, “Estimation of piezoelectric material parameters of ring-shaped specimens,” <i>tm - Technisches Messen</i>, 2024, doi: <a href=\"https://doi.org/10.1515/teme-2024-0107\">https://doi.org/10.1515/teme-2024-0107</a>.","short":"O. Friesen, L. Claes, N. Feldmann, B. Henning, Tm - Technisches Messen (2024).","chicago":"Friesen, Olga, Leander Claes, Nadine Feldmann, and Bernd Henning. “Estimation of Piezoelectric Material Parameters of Ring-Shaped Specimens.” <i>Tm - Technisches Messen</i>, 2024. <a href=\"https://doi.org/10.1515/teme-2024-0107\">https://doi.org/10.1515/teme-2024-0107</a>."},"abstract":[{"text":"The estimation of accurate piezoelectric material parameters is a fundamental prerequisite for simulation-driven design of piezoelectric actuators and sensors. Previous studies show that a full set of material parameters can be determined in an inverse procedure using a single disc-shaped specimen with an electrode structured for increased sensitivity with respect to all material parameters. However, in the case of high-power actuator applications, ring-shaped piezoelectric components are often employed, necessitating an adaptation of the previously developed method. The alteration in geometry introduces some advantages. Accordingly, there is no longer any requirement to modify the electrode structure in order to enhance sensitivity. The method to estimate the material parameters presented here consists of a total of three stages. An initial, approximate estimation of the material parameters is determined using analytical approximations for the resonance frequencies from the IEEE standard. These values are optimised in an inverse procedure that employs analytic expressions for the electrical impedance of piezoelectric rings as the forward model. Further refinement is achieved by using Finite Element (FE) simulations as the forward model again in an inverse procedure. The method is applied to electrical impedance measurement data, yielding material parameters for hard piezoelectric rings. The result shows a good agreement between the simulation and measurement results, indicating realistic material parameter values.","lang":"eng"}],"project":[{"name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)","_id":"245"}],"date_created":"2024-10-29T09:07:00Z","type":"journal_article","department":[{"_id":"49"}],"title":"Estimation of piezoelectric material parameters of ring-shaped specimens","year":"2024","status":"public","author":[{"id":"44026","last_name":"Friesen","first_name":"Olga","full_name":"Friesen, Olga"},{"id":"11829","full_name":"Claes, Leander","last_name":"Claes","orcid":"0000-0002-4393-268X","first_name":"Leander"},{"id":"23082","full_name":"Feldmann, Nadine","first_name":"Nadine","last_name":"Feldmann"},{"id":"213","full_name":"Henning, Bernd","first_name":"Bernd","last_name":"Henning"}],"publication_identifier":{"issn":["2196-7113"]},"date_updated":"2026-01-05T07:59:24Z","publication_status":"published","publisher":"De Gruyter","_id":"56777","language":[{"iso":"eng"}],"doi":"https://doi.org/10.1515/teme-2024-0107","user_id":"11829"},{"article_type":"original","date_updated":"2026-01-05T07:59:09Z","author":[{"first_name":"Kevin","last_name":"Koch","full_name":"Koch, Kevin"},{"id":"11829","full_name":"Claes, Leander","last_name":"Claes","first_name":"Leander","orcid":"0000-0002-4393-268X"},{"full_name":"Jurgelucks, Benjamin","first_name":"Benjamin","last_name":"Jurgelucks"},{"full_name":"Meihost, Lars","first_name":"Lars","last_name":"Meihost","id":"24769"}],"year":"2024","status":"public","title":"Neuronale Netze zur Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter","alternative_title":["Neural networks for initial value estimation in the identification of piezoelectric material parameters"],"doi":"10.1515/teme-2024-0099","user_id":"11829","_id":"54314","publisher":"Walter de Gruyter GmbH","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://www.degruyter.com/document/doi/10.1515/teme-2024-0099/html"}],"project":[{"_id":"90","name":"ChaMP: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums"},{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"_id":"245","name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)"}],"quality_controlled":"1","citation":{"mla":"Koch, Kevin, et al. “Neuronale Netze Zur Startwertschätzung Bei Der Identifikation Piezoelektrischer Materialparameter.” <i>Tm - Technisches Messen</i>, Walter de Gruyter GmbH, 2024, doi:<a href=\"https://doi.org/10.1515/teme-2024-0099\">10.1515/teme-2024-0099</a>.","bibtex":"@article{Koch_Claes_Jurgelucks_Meihost_2024, title={Neuronale Netze zur Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter}, DOI={<a href=\"https://doi.org/10.1515/teme-2024-0099\">10.1515/teme-2024-0099</a>}, journal={tm - Technisches Messen}, publisher={Walter de Gruyter GmbH}, author={Koch, Kevin and Claes, Leander and Jurgelucks, Benjamin and Meihost, Lars}, year={2024} }","ama":"Koch K, Claes L, Jurgelucks B, Meihost L. Neuronale Netze zur Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter. <i>tm - Technisches Messen</i>. Published online 2024. doi:<a href=\"https://doi.org/10.1515/teme-2024-0099\">10.1515/teme-2024-0099</a>","ieee":"K. Koch, L. Claes, B. Jurgelucks, and L. Meihost, “Neuronale Netze zur Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter,” <i>tm - Technisches Messen</i>, 2024, doi: <a href=\"https://doi.org/10.1515/teme-2024-0099\">10.1515/teme-2024-0099</a>.","apa":"Koch, K., Claes, L., Jurgelucks, B., &#38; Meihost, L. (2024). Neuronale Netze zur Startwertschätzung bei der Identifikation piezoelektrischer Materialparameter. <i>Tm - Technisches Messen</i>. <a href=\"https://doi.org/10.1515/teme-2024-0099\">https://doi.org/10.1515/teme-2024-0099</a>","chicago":"Koch, Kevin, Leander Claes, Benjamin Jurgelucks, and Lars Meihost. “Neuronale Netze Zur Startwertschätzung Bei Der Identifikation Piezoelektrischer Materialparameter.” <i>Tm - Technisches Messen</i>, 2024. <a href=\"https://doi.org/10.1515/teme-2024-0099\">https://doi.org/10.1515/teme-2024-0099</a>.","short":"K. Koch, L. Claes, B. Jurgelucks, L. Meihost, Tm - Technisches Messen (2024)."},"publication":"tm - Technisches Messen","department":[{"_id":"49"}],"type":"journal_article","date_created":"2024-05-17T08:26:55Z"},{"citation":{"bibtex":"@article{Nikolić_Winkler_2024, title={L∞ blow-up in the Jordan-Moore-Gibson-Thompson equation}, volume={247}, DOI={<a href=\"https://doi.org/10.1016/j.na.2024.113600\">10.1016/j.na.2024.113600</a>}, number={113600}, journal={Nonlinear Analysis}, publisher={Elsevier BV}, author={Nikolić, Vanja and Winkler, Michael}, year={2024} }","ama":"Nikolić V, Winkler M. L∞ blow-up in the Jordan-Moore-Gibson-Thompson equation. <i>Nonlinear Analysis</i>. 2024;247. doi:<a href=\"https://doi.org/10.1016/j.na.2024.113600\">10.1016/j.na.2024.113600</a>","short":"V. Nikolić, M. Winkler, Nonlinear Analysis 247 (2024).","chicago":"Nikolić, Vanja, and Michael Winkler. “L∞ Blow-up in the Jordan-Moore-Gibson-Thompson Equation.” <i>Nonlinear Analysis</i> 247 (2024). <a href=\"https://doi.org/10.1016/j.na.2024.113600\">https://doi.org/10.1016/j.na.2024.113600</a>.","ieee":"V. Nikolić and M. Winkler, “L∞ blow-up in the Jordan-Moore-Gibson-Thompson equation,” <i>Nonlinear Analysis</i>, vol. 247, Art. no. 113600, 2024, doi: <a href=\"https://doi.org/10.1016/j.na.2024.113600\">10.1016/j.na.2024.113600</a>.","apa":"Nikolić, V., &#38; Winkler, M. (2024). L∞ blow-up in the Jordan-Moore-Gibson-Thompson equation. <i>Nonlinear Analysis</i>, <i>247</i>, Article 113600. <a href=\"https://doi.org/10.1016/j.na.2024.113600\">https://doi.org/10.1016/j.na.2024.113600</a>","mla":"Nikolić, Vanja, and Michael Winkler. “L∞ Blow-up in the Jordan-Moore-Gibson-Thompson Equation.” <i>Nonlinear Analysis</i>, vol. 247, 113600, Elsevier BV, 2024, doi:<a href=\"https://doi.org/10.1016/j.na.2024.113600\">10.1016/j.na.2024.113600</a>."},"project":[{"name":"FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken für Leistungsschallanwendungen (NEPTUN)","_id":"245"}],"status":"public","_id":"57820","publisher":"Elsevier BV","volume":247,"user_id":"11829","publication":"Nonlinear Analysis","date_created":"2024-12-18T07:13:19Z","department":[{"_id":"90"}],"type":"journal_article","author":[{"full_name":"Nikolić, Vanja","first_name":"Vanja","last_name":"Nikolić"},{"last_name":"Winkler","first_name":"Michael","full_name":"Winkler, Michael","id":"31496"}],"publication_identifier":{"issn":["0362-546X"]},"title":"L∞ blow-up in the Jordan-Moore-Gibson-Thompson equation","year":"2024","intvolume":"       247","date_updated":"2026-01-05T08:02:36Z","publication_status":"published","language":[{"iso":"eng"}],"article_number":"113600","doi":"10.1016/j.na.2024.113600"},{"oa":"1","citation":{"apa":"Gburrek, T., Meise, A. T., Schmalenstroeer, J., &#38; Haeb-Umbach, R. (2024). Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models. <i>2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC)</i>. <a href=\"https://doi.org/10.1109/iwaenc61483.2024.10694103\">https://doi.org/10.1109/iwaenc61483.2024.10694103</a>","ieee":"T. Gburrek, A. T. Meise, J. Schmalenstroeer, and R. Haeb-Umbach, “Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models,” 2024, doi: <a href=\"https://doi.org/10.1109/iwaenc61483.2024.10694103\">10.1109/iwaenc61483.2024.10694103</a>.","chicago":"Gburrek, Tobias, Adrian Tobias Meise, Joerg Schmalenstroeer, and Reinhold Haeb-Umbach. “Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models.” In <i>2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC)</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/iwaenc61483.2024.10694103\">https://doi.org/10.1109/iwaenc61483.2024.10694103</a>.","short":"T. Gburrek, A.T. Meise, J. Schmalenstroeer, R. Haeb-Umbach, in: 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC), IEEE, 2024.","mla":"Gburrek, Tobias, et al. “Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models.” <i>2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC)</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/iwaenc61483.2024.10694103\">10.1109/iwaenc61483.2024.10694103</a>.","ama":"Gburrek T, Meise AT, Schmalenstroeer J, Haeb-Umbach R. Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models. In: <i>2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/iwaenc61483.2024.10694103\">10.1109/iwaenc61483.2024.10694103</a>","bibtex":"@inproceedings{Gburrek_Meise_Schmalenstroeer_Haeb-Umbach_2024, title={Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models}, DOI={<a href=\"https://doi.org/10.1109/iwaenc61483.2024.10694103\">10.1109/iwaenc61483.2024.10694103</a>}, booktitle={2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC)}, publisher={IEEE}, author={Gburrek, Tobias and Meise, Adrian Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold}, year={2024} }"},"file_date_updated":"2024-11-13T08:42:13Z","quality_controlled":"1","_id":"57031","publisher":"IEEE","ddc":["006"],"user_id":"44006","status":"public","has_accepted_license":"1","date_created":"2024-11-13T08:39:57Z","file":[{"creator":"tgburrek","date_created":"2024-11-13T08:42:13Z","file_size":300589,"access_level":"open_access","file_name":"dist_est_iwaenc24_gburrek.pdf","date_updated":"2024-11-13T08:42:13Z","relation":"main_file","content_type":"application/pdf","file_id":"57033"}],"department":[{"_id":"54"}],"type":"conference","publication":"2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC)","language":[{"iso":"eng"}],"doi":"10.1109/iwaenc61483.2024.10694103","author":[{"id":"44006","full_name":"Gburrek, Tobias","first_name":"Tobias","last_name":"Gburrek"},{"id":"79268","first_name":"Adrian Tobias","last_name":"Meise","full_name":"Meise, Adrian Tobias"},{"last_name":"Schmalenstroeer","first_name":"Joerg","full_name":"Schmalenstroeer, Joerg","id":"460"},{"id":"242","full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","last_name":"Haeb-Umbach"}],"year":"2024","title":"Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models","date_updated":"2026-01-05T16:28:23Z","publication_status":"published"},{"user_id":"77457","_id":"53146","language":[{"iso":"eng"}],"date_updated":"2026-01-05T20:52:17Z","author":[{"id":"77457","first_name":"Thomas","last_name":"Berger","full_name":"Berger, Thomas"},{"full_name":"Dennstädt, Dario","first_name":"Dario","last_name":"Dennstädt","id":"98033"},{"full_name":"Lanza, L. ","first_name":"L. ","last_name":"Lanza"},{"first_name":"K. ","last_name":"Worthmann","full_name":"Worthmann, K. "}],"title":"Robust Funnel Model Predictive Control for Output Tracking with Prescribed Performance","status":"public","year":"2024","department":[{"_id":"618"}],"type":"journal_article","date_created":"2024-04-03T10:08:01Z","citation":{"bibtex":"@article{Berger_Dennstädt_Lanza_Worthmann_2024, title={Robust Funnel Model Predictive Control for Output Tracking with Prescribed Performance}, journal={SIAM Journal on Control and Optimization}, author={Berger, Thomas and Dennstädt, Dario and Lanza, L.  and Worthmann, K. }, year={2024} }","ama":"Berger T, Dennstädt D, Lanza L, Worthmann K. Robust Funnel Model Predictive Control for Output Tracking with Prescribed Performance. <i>SIAM Journal on Control and Optimization</i>. Published online 2024.","mla":"Berger, Thomas, et al. “Robust Funnel Model Predictive Control for Output Tracking with Prescribed Performance.” <i>SIAM Journal on Control and Optimization</i>, 2024.","chicago":"Berger, Thomas, Dario Dennstädt, L.  Lanza, and K.  Worthmann. “Robust Funnel Model Predictive Control for Output Tracking with Prescribed Performance.” <i>SIAM Journal on Control and Optimization</i>, 2024.","short":"T. Berger, D. Dennstädt, L. Lanza, K. Worthmann, SIAM Journal on Control and Optimization (2024).","ieee":"T. Berger, D. Dennstädt, L. Lanza, and K. Worthmann, “Robust Funnel Model Predictive Control for Output Tracking with Prescribed Performance,” <i>SIAM Journal on Control and Optimization</i>, 2024.","apa":"Berger, T., Dennstädt, D., Lanza, L., &#38; Worthmann, K. (2024). Robust Funnel Model Predictive Control for Output Tracking with Prescribed Performance. <i>SIAM Journal on Control and Optimization</i>."},"publication":"SIAM Journal on Control and Optimization"},{"date_updated":"2026-01-06T08:07:50Z","year":"2024","status":"public","title":"Dual-Active Bridge Sequential Pareto Optimization for Fast Pre-Design and Final Component Selection","author":[{"full_name":"Förster, Nikolas","first_name":"Nikolas","last_name":"Förster"},{"full_name":"Wallscheid, Oliver","last_name":"Wallscheid","first_name":"Oliver"},{"full_name":"Schafmeister, Frank","first_name":"Frank","last_name":"Schafmeister"}],"doi":"10.1109/DMC62632.2024.10812131","user_id":"83383","page":"1-8","_id":"63497","language":[{"iso":"eng"}],"publication":"2024 IEEE Design Methodologies Conference (DMC)","citation":{"ieee":"N. Förster, O. Wallscheid, and F. Schafmeister, “Dual-Active Bridge Sequential Pareto Optimization for Fast Pre-Design and Final Component Selection,” in <i>2024 IEEE Design Methodologies Conference (DMC)</i>, 2024, pp. 1–8, doi: <a href=\"https://doi.org/10.1109/DMC62632.2024.10812131\">10.1109/DMC62632.2024.10812131</a>.","apa":"Förster, N., Wallscheid, O., &#38; Schafmeister, F. (2024). Dual-Active Bridge Sequential Pareto Optimization for Fast Pre-Design and Final Component Selection. <i>2024 IEEE Design Methodologies Conference (DMC)</i>, 1–8. <a href=\"https://doi.org/10.1109/DMC62632.2024.10812131\">https://doi.org/10.1109/DMC62632.2024.10812131</a>","short":"N. Förster, O. Wallscheid, F. Schafmeister, in: 2024 IEEE Design Methodologies Conference (DMC), 2024, pp. 1–8.","chicago":"Förster, Nikolas, Oliver Wallscheid, and Frank Schafmeister. “Dual-Active Bridge Sequential Pareto Optimization for Fast Pre-Design and Final Component Selection.” In <i>2024 IEEE Design Methodologies Conference (DMC)</i>, 1–8, 2024. <a href=\"https://doi.org/10.1109/DMC62632.2024.10812131\">https://doi.org/10.1109/DMC62632.2024.10812131</a>.","mla":"Förster, Nikolas, et al. “Dual-Active Bridge Sequential Pareto Optimization for Fast Pre-Design and Final Component Selection.” <i>2024 IEEE Design Methodologies Conference (DMC)</i>, 2024, pp. 1–8, doi:<a href=\"https://doi.org/10.1109/DMC62632.2024.10812131\">10.1109/DMC62632.2024.10812131</a>.","bibtex":"@inproceedings{Förster_Wallscheid_Schafmeister_2024, title={Dual-Active Bridge Sequential Pareto Optimization for Fast Pre-Design and Final Component Selection}, DOI={<a href=\"https://doi.org/10.1109/DMC62632.2024.10812131\">10.1109/DMC62632.2024.10812131</a>}, booktitle={2024 IEEE Design Methodologies Conference (DMC)}, author={Förster, Nikolas and Wallscheid, Oliver and Schafmeister, Frank}, year={2024}, pages={1–8} }","ama":"Förster N, Wallscheid O, Schafmeister F. Dual-Active Bridge Sequential Pareto Optimization for Fast Pre-Design and Final Component Selection. In: <i>2024 IEEE Design Methodologies Conference (DMC)</i>. ; 2024:1-8. doi:<a href=\"https://doi.org/10.1109/DMC62632.2024.10812131\">10.1109/DMC62632.2024.10812131</a>"},"type":"conference","keyword":["MOSFET","Thermal resistance","Surface resistance","Bridge circuits","Zero voltage switching","Pareto optimization","Capacitance","Numerical simulation","Optimization","Resistance heating","Pareto Optimization","Dual-Active Bridge","ZVS","Inductor Optimization","Transformer Optimization","Heat Sink Optimization"],"department":[{"_id":"52"}],"date_created":"2026-01-06T08:06:24Z"},{"department":[{"_id":"58"}],"type":"patent","date_created":"2024-11-14T16:19:30Z","ipc":"H03L 7/00","citation":{"chicago":"Kruse, Stephan, and J. Christoph Scheytt. “Elektrooptische PLL,” 2024.","short":"S. Kruse, J.C. Scheytt, (2024).","apa":"Kruse, S., &#38; Scheytt, J. C. (2024). <i>Elektrooptische PLL</i>.","ieee":"S. Kruse and J. C. Scheytt, “Elektrooptische PLL.” 2024.","ama":"Kruse S, Scheytt JC. Elektrooptische PLL. Published online 2024.","bibtex":"@article{Kruse_Scheytt_2024, title={Elektrooptische PLL}, author={Kruse, Stephan and Scheytt, J. Christoph}, year={2024} }","mla":"Kruse, Stephan, and J. Christoph Scheytt. <i>Elektrooptische PLL</i>. 2024."},"publication_date":"2024-10-24","user_id":"38254","_id":"57094","ipn":"\t10 2023 203 698.3","date_updated":"2024-11-15T13:54:30Z","author":[{"id":"38254","full_name":"Kruse, Stephan","last_name":"Kruse","first_name":"Stephan"},{"first_name":"J. Christoph","last_name":"Scheytt","orcid":"0000-0002-5950-6618 ","full_name":"Scheytt, J. Christoph","id":"37144"}],"title":"Elektrooptische PLL","year":"2024","status":"public"},{"department":[{"_id":"54"}],"type":"report","date_created":"2024-11-18T09:44:46Z","project":[{"_id":"512","name":"WestAI - AI Service Center West"}],"citation":{"short":"A. Werning, R. Haeb-Umbach, UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation, 2024.","chicago":"Werning, Alexander, and Reinhold Haeb-Umbach. <i>UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation</i>, 2024.","apa":"Werning, A., &#38; Haeb-Umbach, R. (2024). <i>UPB-NT submission to DCASE24: Dataset pruning for targeted knowledge distillation</i>.","ieee":"A. Werning and R. Haeb-Umbach, <i>UPB-NT submission to DCASE24: Dataset pruning for targeted knowledge distillation</i>. 2024.","ama":"Werning A, Haeb-Umbach R. <i>UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation</i>.; 2024.","bibtex":"@book{Werning_Haeb-Umbach_2024, title={UPB-NT submission to DCASE24: Dataset pruning for targeted knowledge distillation}, author={Werning, Alexander and Haeb-Umbach, Reinhold}, year={2024} }","mla":"Werning, Alexander, and Reinhold Haeb-Umbach. <i>UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation</i>. 2024."},"user_id":"62152","language":[{"iso":"eng"}],"_id":"57161","date_updated":"2024-11-18T09:45:14Z","author":[{"id":"62152","full_name":"Werning, Alexander","first_name":"Alexander","last_name":"Werning"},{"first_name":"Reinhold","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold","id":"242"}],"title":"UPB-NT submission to DCASE24: Dataset pruning for targeted knowledge distillation","year":"2024","status":"public"},{"doi":"10.1145/3691621.3694949","language":[{"iso":"eng"}],"date_updated":"2024-11-18T13:19:51Z","author":[{"full_name":"Khedkar, Mugdha","first_name":"Mugdha","last_name":"Khedkar","id":"88024"},{"first_name":"Ambuj Kumar","last_name":"Mondal","full_name":"Mondal, Ambuj Kumar"},{"id":"59256","orcid":"0000-0003-3470-3647","first_name":"Eric","last_name":"Bodden","full_name":"Bodden, Eric"}],"title":"Do Android App Developers Accurately Report Collection of Privacy-Related Data?","year":"2024","department":[{"_id":"76"}],"type":"conference","date_created":"2024-09-16T08:50:54Z","file":[{"relation":"main_file","date_updated":"2024-09-16T08:49:42Z","file_name":"2409.04167v1.pdf","access_level":"closed","file_size":1270058,"file_id":"56138","content_type":"application/pdf","success":1,"creator":"khedkarm","date_created":"2024-09-16T08:49:42Z"}],"abstract":[{"lang":"eng","text":"Many Android applications collect data from users. The European Union's General Data Protection Regulation (GDPR) requires vendors to faithfully disclose which data their apps collect. This task is complicated because many apps use third-party code for which the same information is not readily available. Hence we ask: how accurately do current Android apps fulfill these requirements?\r\nIn this work, we first expose a multi-layered definition of privacy-related data to correctly report data collection in Android apps. We further create a dataset of privacy-sensitive data classes that may be used as input by an Android app. This dataset takes into account data collected both through the user interface and system APIs.\r\nWe manually examine the data safety sections of 70 Android apps to observe how data collection is reported, identifying instances of over- and under-reporting. Additionally, we develop a prototype to statically extract and label privacy-related data collected via app source code, user interfaces, and permissions. Comparing the prototype's results with the data safety sections of 20 apps reveals reporting discrepancies. Using the results from two Messaging and Social Media apps (Signal and Instagram), we discuss how app developers under-report and over-report data collection, respectively, and identify inaccurately reported data categories.\r\nOur results show that app developers struggle to accurately report data collection, either due to Google's abstract definition of collected data or insufficient existing tool support. "}],"publication":"In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW ’24)","user_id":"88024","ddc":["000"],"_id":"56137","has_accepted_license":"1","conference":{"start_date":"2024-10-27","name":"39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024)","location":"Sacramento, California","end_date":"2024-11-01"},"status":"public","external_id":{"arxiv":["2409.04167"]},"citation":{"bibtex":"@inproceedings{Khedkar_Mondal_Bodden_2024, title={Do Android App Developers Accurately Report Collection of Privacy-Related Data?}, DOI={<a href=\"https://doi.org/10.1145/3691621.3694949\">10.1145/3691621.3694949</a>}, booktitle={In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW ’24)}, author={Khedkar, Mugdha and Mondal, Ambuj Kumar and Bodden, Eric}, year={2024} }","ama":"Khedkar M, Mondal AK, Bodden E. Do Android App Developers Accurately Report Collection of Privacy-Related Data? In: <i>In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW ’24)</i>. ; 2024. doi:<a href=\"https://doi.org/10.1145/3691621.3694949\">10.1145/3691621.3694949</a>","mla":"Khedkar, Mugdha, et al. “Do Android App Developers Accurately Report Collection of Privacy-Related Data?” <i>In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW ’24)</i>, 2024, doi:<a href=\"https://doi.org/10.1145/3691621.3694949\">10.1145/3691621.3694949</a>.","short":"M. Khedkar, A.K. Mondal, E. Bodden, in: In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW ’24), 2024.","chicago":"Khedkar, Mugdha, Ambuj Kumar Mondal, and Eric Bodden. “Do Android App Developers Accurately Report Collection of Privacy-Related Data?” In <i>In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW ’24)</i>, 2024. <a href=\"https://doi.org/10.1145/3691621.3694949\">https://doi.org/10.1145/3691621.3694949</a>.","ieee":"M. Khedkar, A. K. Mondal, and E. Bodden, “Do Android App Developers Accurately Report Collection of Privacy-Related Data?,” presented at the 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024), Sacramento, California, 2024, doi: <a href=\"https://doi.org/10.1145/3691621.3694949\">10.1145/3691621.3694949</a>.","apa":"Khedkar, M., Mondal, A. K., &#38; Bodden, E. (2024). Do Android App Developers Accurately Report Collection of Privacy-Related Data? <i>In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW ’24)</i>. 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024), Sacramento, California. <a href=\"https://doi.org/10.1145/3691621.3694949\">https://doi.org/10.1145/3691621.3694949</a>"},"file_date_updated":"2024-09-16T08:49:42Z"},{"quality_controlled":"1","citation":{"mla":"Höper, Lukas, and Carsten Schulte. “Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies.” <i>Informatics in Education</i>, Vilnius University Press, 2024, doi:<a href=\"https://doi.org/10.15388/infedu.2024.19\">10.15388/infedu.2024.19</a>.","ama":"Höper L, Schulte C. Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies. <i>Informatics in Education</i>. Published online 2024. doi:<a href=\"https://doi.org/10.15388/infedu.2024.19\">10.15388/infedu.2024.19</a>","bibtex":"@article{Höper_Schulte_2024, title={Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies}, DOI={<a href=\"https://doi.org/10.15388/infedu.2024.19\">10.15388/infedu.2024.19</a>}, journal={Informatics in Education}, publisher={Vilnius University Press}, author={Höper, Lukas and Schulte, Carsten}, year={2024} }","apa":"Höper, L., &#38; Schulte, C. (2024). Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies. <i>Informatics in Education</i>. <a href=\"https://doi.org/10.15388/infedu.2024.19\">https://doi.org/10.15388/infedu.2024.19</a>","ieee":"L. Höper and C. Schulte, “Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies,” <i>Informatics in Education</i>, 2024, doi: <a href=\"https://doi.org/10.15388/infedu.2024.19\">10.15388/infedu.2024.19</a>.","chicago":"Höper, Lukas, and Carsten Schulte. “Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies.” <i>Informatics in Education</i>, 2024. <a href=\"https://doi.org/10.15388/infedu.2024.19\">https://doi.org/10.15388/infedu.2024.19</a>.","short":"L. Höper, C. Schulte, Informatics in Education (2024)."},"file_date_updated":"2024-11-19T07:24:14Z","oa":"1","has_accepted_license":"1","status":"public","user_id":"58041","ddc":["000","370"],"_id":"53622","publisher":"Vilnius University Press","abstract":[{"text":"<jats:p>In K-12 computing education, there is a need to identify and teach concepts that are relevant to understanding machine learning technologies. Studies of teaching approaches often evaluate whether students have learned the concepts. However, scant research has examined whether such concepts support understanding digital artefacts from everyday life and developing agency in a digital world. This paper presents a qualitative study that explores students’ perspectives on the relevance of learning concepts of data-driven technologies for navigating the digital world. The underlying approach of the study is data awareness, which aims to support students in understanding and reflecting on such technologies to develop agency in a data-driven world. This approach teaches students an explanatory model encompassing several concepts of the role of data in data-driven technologies. We developed an intervention and conducted retrospective interviews with students. Findings from the analysis of the interviews indicate that students can analyse and understand data-driven technologies from their everyday lives according to the central role of data. In addition, students’ answers revealed four areas of how learning about data-driven technologies becomes relevant to them. The paper concludes with a preliminary model suggesting how computing education can make concepts of data-driven technologies meaningful for students to understand and navigate the digital world.</jats:p>","lang":"eng"}],"publication":"Informatics in Education","department":[{"_id":"67"}],"keyword":["Computer Science Applications","Communication","Education","General Engineering"],"type":"journal_article","date_created":"2024-04-23T09:26:08Z","file":[{"creator":"hoeper","date_created":"2024-11-19T07:24:14Z","relation":"main_file","date_updated":"2024-11-19T07:24:14Z","file_name":"infedu.2024.19.pdf","access_level":"closed","file_size":2343612,"file_id":"57214","content_type":"application/pdf","success":1}],"publication_status":"published","date_updated":"2024-11-19T07:24:30Z","publication_identifier":{"issn":["1648-5831","2335-8971"]},"author":[{"id":"58041","first_name":"Lukas","last_name":"Höper","full_name":"Höper, Lukas"},{"first_name":"Carsten","last_name":"Schulte","full_name":"Schulte, Carsten","id":"60311"}],"title":"Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies","year":"2024","doi":"10.15388/infedu.2024.19","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://infedu.vu.lt/journal/INFEDU/article/784/info"}]},{"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/full/10.1145/3699538.3699558"}],"doi":"10.1145/3699538.3699558","author":[{"full_name":"Höper, Lukas","last_name":"Höper","first_name":"Lukas","id":"58041"},{"id":"60311","full_name":"Schulte, Carsten","first_name":"Carsten","last_name":"Schulte"}],"title":"New Perspectives on the Future of Computing Education: Teaching and Learning Explanatory Models","year":"2024","publication_status":"published","date_updated":"2024-11-19T07:21:47Z","date_created":"2024-11-19T07:17:21Z","file":[{"file_name":"3699538.3699558.pdf","file_size":699441,"access_level":"closed","relation":"main_file","date_updated":"2024-11-19T07:19:05Z","file_id":"57211","content_type":"application/pdf","success":1,"creator":"hoeper","date_created":"2024-11-19T07:19:05Z"}],"department":[{"_id":"67"}],"type":"conference","publication":"Proceedings of the 24th Koli Calling International Conference on Computing Education Research","_id":"57209","publisher":"ACM","user_id":"58041","ddc":["370","000"],"conference":{"name":"Koli Calling '24","start_date":"2024-11-14","location":"Koli, Finnland","end_date":"2024-11-17"},"status":"public","has_accepted_license":"1","oa":"1","citation":{"ieee":"L. Höper and C. Schulte, “New Perspectives on the Future of Computing Education: Teaching and Learning Explanatory Models,” presented at the Koli Calling ’24, Koli, Finnland, 2024, doi: <a href=\"https://doi.org/10.1145/3699538.3699558\">10.1145/3699538.3699558</a>.","apa":"Höper, L., &#38; Schulte, C. (2024). New Perspectives on the Future of Computing Education: Teaching and Learning Explanatory Models. <i>Proceedings of the 24th Koli Calling International Conference on Computing Education Research</i>. Koli Calling ’24, Koli, Finnland. <a href=\"https://doi.org/10.1145/3699538.3699558\">https://doi.org/10.1145/3699538.3699558</a>","chicago":"Höper, Lukas, and Carsten Schulte. “New Perspectives on the Future of Computing Education: Teaching and Learning Explanatory Models.” In <i>Proceedings of the 24th Koli Calling International Conference on Computing Education Research</i>. ACM, 2024. <a href=\"https://doi.org/10.1145/3699538.3699558\">https://doi.org/10.1145/3699538.3699558</a>.","short":"L. Höper, C. Schulte, in: Proceedings of the 24th Koli Calling International Conference on Computing Education Research, ACM, 2024.","mla":"Höper, Lukas, and Carsten Schulte. “New Perspectives on the Future of Computing Education: Teaching and Learning Explanatory Models.” <i>Proceedings of the 24th Koli Calling International Conference on Computing Education Research</i>, ACM, 2024, doi:<a href=\"https://doi.org/10.1145/3699538.3699558\">10.1145/3699538.3699558</a>.","bibtex":"@inproceedings{Höper_Schulte_2024, title={New Perspectives on the Future of Computing Education: Teaching and Learning Explanatory Models}, DOI={<a href=\"https://doi.org/10.1145/3699538.3699558\">10.1145/3699538.3699558</a>}, booktitle={Proceedings of the 24th Koli Calling International Conference on Computing Education Research}, publisher={ACM}, author={Höper, Lukas and Schulte, Carsten}, year={2024} }","ama":"Höper L, Schulte C. New Perspectives on the Future of Computing Education: Teaching and Learning Explanatory Models. In: <i>Proceedings of the 24th Koli Calling International Conference on Computing Education Research</i>. ACM; 2024. doi:<a href=\"https://doi.org/10.1145/3699538.3699558\">10.1145/3699538.3699558</a>"},"file_date_updated":"2024-11-19T07:19:05Z","quality_controlled":"1"},{"ddc":["000","370"],"user_id":"58041","_id":"55481","publisher":"ACM","has_accepted_license":"1","status":"public","conference":{"location":"Mailand, Italien","name":"ITiCSE 2024"},"oa":"1","quality_controlled":"1","file_date_updated":"2024-11-19T07:22:56Z","citation":{"mla":"Höper, Lukas, et al. “Students’ Motivation and Intention to Engage with Data-Driven Technologies from a CS Perspective in Everyday Life.” <i>Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1</i>, ACM, 2024, doi:<a href=\"https://doi.org/10.1145/3649217.3653625\">10.1145/3649217.3653625</a>.","ama":"Höper L, Schulte C, Mühling A. Students’ Motivation and Intention to Engage with Data-Driven Technologies from a CS Perspective in Everyday Life. In: <i>Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1</i>. ACM; 2024. doi:<a href=\"https://doi.org/10.1145/3649217.3653625\">10.1145/3649217.3653625</a>","bibtex":"@inproceedings{Höper_Schulte_Mühling_2024, title={Students’ Motivation and Intention to Engage with Data-Driven Technologies from a CS Perspective in Everyday Life}, DOI={<a href=\"https://doi.org/10.1145/3649217.3653625\">10.1145/3649217.3653625</a>}, booktitle={Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1}, publisher={ACM}, author={Höper, Lukas and Schulte, Carsten and Mühling, Andreas}, year={2024} }","apa":"Höper, L., Schulte, C., &#38; Mühling, A. (2024). Students’ Motivation and Intention to Engage with Data-Driven Technologies from a CS Perspective in Everyday Life. <i>Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1</i>. ITiCSE 2024, Mailand, Italien. <a href=\"https://doi.org/10.1145/3649217.3653625\">https://doi.org/10.1145/3649217.3653625</a>","ieee":"L. Höper, C. Schulte, and A. Mühling, “Students’ Motivation and Intention to Engage with Data-Driven Technologies from a CS Perspective in Everyday Life,” presented at the ITiCSE 2024, Mailand, Italien, 2024, doi: <a href=\"https://doi.org/10.1145/3649217.3653625\">10.1145/3649217.3653625</a>.","short":"L. Höper, C. Schulte, A. Mühling, in: Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1, ACM, 2024.","chicago":"Höper, Lukas, Carsten Schulte, and Andreas Mühling. “Students’ Motivation and Intention to Engage with Data-Driven Technologies from a CS Perspective in Everyday Life.” In <i>Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1</i>. ACM, 2024. <a href=\"https://doi.org/10.1145/3649217.3653625\">https://doi.org/10.1145/3649217.3653625</a>."},"doi":"10.1145/3649217.3653625","main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/10.1145/3649217.3653625"}],"language":[{"iso":"eng"}],"date_updated":"2024-11-19T07:23:20Z","publication_status":"published","year":"2024","title":"Students' Motivation and Intention to Engage with Data-Driven Technologies from a CS Perspective in Everyday Life","author":[{"id":"58041","last_name":"Höper","first_name":"Lukas","full_name":"Höper, Lukas"},{"id":"60311","full_name":"Schulte, Carsten","last_name":"Schulte","first_name":"Carsten"},{"last_name":"Mühling","first_name":"Andreas","full_name":"Mühling, Andreas"}],"type":"conference","department":[{"_id":"67"}],"file":[{"creator":"hoeper","date_created":"2024-11-19T07:22:56Z","access_level":"closed","file_size":1092727,"file_name":"3649217.3653625.pdf","date_updated":"2024-11-19T07:22:56Z","relation":"main_file","success":1,"content_type":"application/pdf","file_id":"57213"}],"date_created":"2024-08-02T08:58:10Z","publication":"Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1"},{"publication":"Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1","date_created":"2024-08-20T06:56:39Z","file":[{"creator":"hoeper","date_created":"2024-11-19T07:27:02Z","relation":"main_file","date_updated":"2024-11-19T07:27:02Z","file_name":"3632620.3671118.pdf","file_size":1954057,"access_level":"closed","file_id":"57216","success":1,"content_type":"application/pdf"}],"department":[{"_id":"67"}],"type":"conference","author":[{"last_name":"Höper","first_name":"Lukas","full_name":"Höper, Lukas","id":"58041"},{"id":"60311","full_name":"Schulte, Carsten","first_name":"Carsten","last_name":"Schulte"},{"first_name":"Andreas","last_name":"Mühling","full_name":"Mühling, Andreas"}],"title":"Learning an Explanatory Model of Data-Driven Technologies can Lead to Empowered Behavior: A Mixed-Methods Study in K-12 Computing Education","year":"2024","intvolume":"        10","date_updated":"2024-11-19T07:27:15Z","publication_status":"published","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/10.1145/3632620.3671118"}],"doi":"10.1145/3632620.3671118","citation":{"chicago":"Höper, Lukas, Carsten Schulte, and Andreas Mühling. “Learning an Explanatory Model of Data-Driven Technologies Can Lead to Empowered Behavior: A Mixed-Methods Study in K-12 Computing Education.” In <i>Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1</i>, Vol. 10. ACM, 2024. <a href=\"https://doi.org/10.1145/3632620.3671118\">https://doi.org/10.1145/3632620.3671118</a>.","short":"L. Höper, C. Schulte, A. Mühling, in: Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1, ACM, 2024.","ieee":"L. Höper, C. Schulte, and A. Mühling, “Learning an Explanatory Model of Data-Driven Technologies can Lead to Empowered Behavior: A Mixed-Methods Study in K-12 Computing Education,” in <i>Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1</i>, 2024, vol. 10, doi: <a href=\"https://doi.org/10.1145/3632620.3671118\">10.1145/3632620.3671118</a>.","apa":"Höper, L., Schulte, C., &#38; Mühling, A. (2024). Learning an Explanatory Model of Data-Driven Technologies can Lead to Empowered Behavior: A Mixed-Methods Study in K-12 Computing Education. <i>Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1</i>, <i>10</i>. <a href=\"https://doi.org/10.1145/3632620.3671118\">https://doi.org/10.1145/3632620.3671118</a>","bibtex":"@inproceedings{Höper_Schulte_Mühling_2024, title={Learning an Explanatory Model of Data-Driven Technologies can Lead to Empowered Behavior: A Mixed-Methods Study in K-12 Computing Education}, volume={10}, DOI={<a href=\"https://doi.org/10.1145/3632620.3671118\">10.1145/3632620.3671118</a>}, booktitle={Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1}, publisher={ACM}, author={Höper, Lukas and Schulte, Carsten and Mühling, Andreas}, year={2024} }","ama":"Höper L, Schulte C, Mühling A. Learning an Explanatory Model of Data-Driven Technologies can Lead to Empowered Behavior: A Mixed-Methods Study in K-12 Computing Education. In: <i>Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1</i>. Vol 10. ACM; 2024. doi:<a href=\"https://doi.org/10.1145/3632620.3671118\">10.1145/3632620.3671118</a>","mla":"Höper, Lukas, et al. “Learning an Explanatory Model of Data-Driven Technologies Can Lead to Empowered Behavior: A Mixed-Methods Study in K-12 Computing Education.” <i>Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1</i>, vol. 10, ACM, 2024, doi:<a href=\"https://doi.org/10.1145/3632620.3671118\">10.1145/3632620.3671118</a>."},"file_date_updated":"2024-11-19T07:27:02Z","quality_controlled":"1","oa":"1","status":"public","has_accepted_license":"1","_id":"55656","publisher":"ACM","volume":10,"ddc":["000","370"],"user_id":"58041"}]