[{"publication_status":"published","page":"280-281","citation":{"apa":"Fleischer, Y., &#38; Podworny, S. (2022).  Teaching machine learning with decision trees in middle school using CODAP. In U. T. Jankvist, R. Elicer, A. Clark-Wilson, H.-G. Weigand, &#38; M. Thomson (Eds.), <i>Proceedings of the 15th international conference on technology in mathematics teaching (ICTMT 15)</i> (pp. 280–281). Danish School of Education.","bibtex":"@inbook{Fleischer_Podworny_2022, place={Aarhus, Denmark}, title={ Teaching machine learning with decision trees in middle school using CODAP}, booktitle={Proceedings of the 15th international conference on technology in mathematics teaching (ICTMT 15)}, publisher={Danish School of Education}, author={Fleischer, Yannik and Podworny, Susanne}, editor={Jankvist, U.T. and Elicer, R. and Clark-Wilson, A and Weigand, Hans-Georg and Thomson, M}, year={2022}, pages={280–281} }","mla":"Fleischer, Yannik, and Susanne Podworny. “ Teaching Machine Learning with Decision Trees in Middle School Using CODAP.” <i>Proceedings of the 15th International Conference on Technology in Mathematics Teaching (ICTMT 15)</i>, edited by U.T. Jankvist et al., Danish School of Education, 2022, pp. 280–81.","short":"Y. Fleischer, S. Podworny, in: U.T. Jankvist, R. Elicer, A. Clark-Wilson, H.-G. Weigand, M. Thomson (Eds.), Proceedings of the 15th International Conference on Technology in Mathematics Teaching (ICTMT 15), Danish School of Education, Aarhus, Denmark, 2022, pp. 280–281.","ama":"Fleischer Y, Podworny S.  Teaching machine learning with decision trees in middle school using CODAP. In: Jankvist UT, Elicer R, Clark-Wilson A, Weigand H-G, Thomson M, eds. <i>Proceedings of the 15th International Conference on Technology in Mathematics Teaching (ICTMT 15)</i>. Danish School of Education; 2022:280-281.","chicago":"Fleischer, Yannik, and Susanne Podworny. “ Teaching Machine Learning with Decision Trees in Middle School Using CODAP.” In <i>Proceedings of the 15th International Conference on Technology in Mathematics Teaching (ICTMT 15)</i>, edited by U.T. Jankvist, R. Elicer, A Clark-Wilson, Hans-Georg Weigand, and M Thomson, 280–81. Aarhus, Denmark: Danish School of Education, 2022.","ieee":"Y. Fleischer and S. Podworny, “ Teaching machine learning with decision trees in middle school using CODAP,” in <i>Proceedings of the 15th international conference on technology in mathematics teaching (ICTMT 15)</i>, U. T. Jankvist, R. Elicer, A. Clark-Wilson, H.-G. Weigand, and M. Thomson, Eds. Aarhus, Denmark: Danish School of Education, 2022, pp. 280–281."},"year":"2022","place":"Aarhus, Denmark","author":[{"first_name":"Yannik","full_name":"Fleischer, Yannik","last_name":"Fleischer"},{"first_name":"Susanne","full_name":"Podworny, Susanne","last_name":"Podworny"}],"date_created":"2023-10-17T05:52:47Z","publisher":"Danish School of Education","oa":"1","date_updated":"2023-10-17T06:02:19Z","main_file_link":[{"open_access":"1","url":"https://www.researchgate.net/profile/Uffe-Jankvist/publication/360642293_Proceedings_of_the_15th_international_conference_on_technology_in_mathematics_teaching_ICTMT_15_Making_and_strengthening_connections_and_connectivity_for_teaching_mathematics_with_technology/links/62834d677da61013d7484dd1/Proceedings-of-the-15th-international-conference-on-technology-in-mathematics-teaching-ICTMT-15-Making-and-strengthening-connections-and-connectivity-for-teaching-mathematics-with-technology.pdf?_sg%5B0%5D=itkqA0sJ1aDXNhphX066gpFKtdciSrtAf08s0VltEyKbOm4daEXxg_LptmTMykWdssSwXaPS505azftpwwm4HA.xx74Vs0uZfZ5VOzTRQ65p8n6FZ1LjtA3E6kFSakag33Zc5mEsQmx9CBWB_ZwcmjrORCJh_PtNdW_yV3Tt4mRGA&_sg%5B1%5D=p_EcDDn8oVo6b2i5grD8tAmI83aUCWNQ4bhJdxeMcmC8uFB2py5zs8V7nB-8d05J0J_-9xRjC4gwQgFJNWPmTaEXZJ-Ma4wdbu69H5Lmgvdv.xx74Vs0uZfZ5VOzTRQ65p8n6FZ1LjtA3E6kFSakag33Zc5mEsQmx9CBWB_ZwcmjrORCJh_PtNdW_yV3Tt4mRGA&_iepl="}],"title":" Teaching machine learning with decision trees in middle school using CODAP","publication":"Proceedings of the 15th international conference on technology in mathematics teaching (ICTMT 15)","type":"book_chapter","status":"public","editor":[{"first_name":"U.T.","last_name":"Jankvist","full_name":"Jankvist, U.T."},{"first_name":"R.","last_name":"Elicer","full_name":"Elicer, R."},{"first_name":"A","full_name":"Clark-Wilson, A","last_name":"Clark-Wilson"},{"first_name":"Hans-Georg","last_name":"Weigand","full_name":"Weigand, Hans-Georg"},{"full_name":"Thomson, M","last_name":"Thomson","first_name":"M"}],"user_id":"30619","_id":"48103","language":[{"iso":"eng"}]},{"year":"2022","intvolume":"        21","citation":{"chicago":"PODWORNY, SUSANNE, SVEN HÜSING, and CARSTEN SCHULTE. “A PLACE FOR A DATA SCIENCE PROJECT IN SCHOOL: BETWEEN STATISTICS AND EPISTEMIC PROGRAMMING.” <i>STATISTICS EDUCATION RESEARCH JOURNAL</i> 21, no. 2 (2022). <a href=\"https://doi.org/10.52041/serj.v21i2.46\">https://doi.org/10.52041/serj.v21i2.46</a>.","ieee":"S. PODWORNY, S. HÜSING, and C. SCHULTE, “A PLACE FOR A DATA SCIENCE PROJECT IN SCHOOL: BETWEEN STATISTICS AND EPISTEMIC PROGRAMMING,” <i>STATISTICS EDUCATION RESEARCH JOURNAL</i>, vol. 21, no. 2, Art. no. 6, 2022, doi: <a href=\"https://doi.org/10.52041/serj.v21i2.46\">10.52041/serj.v21i2.46</a>.","ama":"PODWORNY S, HÜSING S, SCHULTE C. A PLACE FOR A DATA SCIENCE PROJECT IN SCHOOL: BETWEEN STATISTICS AND EPISTEMIC PROGRAMMING. <i>STATISTICS EDUCATION RESEARCH JOURNAL</i>. 2022;21(2). doi:<a href=\"https://doi.org/10.52041/serj.v21i2.46\">10.52041/serj.v21i2.46</a>","apa":"PODWORNY, S., HÜSING, S., &#38; SCHULTE, C. (2022). A PLACE FOR A DATA SCIENCE PROJECT IN SCHOOL: BETWEEN STATISTICS AND EPISTEMIC PROGRAMMING. <i>STATISTICS EDUCATION RESEARCH JOURNAL</i>, <i>21</i>(2), Article 6. <a href=\"https://doi.org/10.52041/serj.v21i2.46\">https://doi.org/10.52041/serj.v21i2.46</a>","short":"S. PODWORNY, S. HÜSING, C. SCHULTE, STATISTICS EDUCATION RESEARCH JOURNAL 21 (2022).","mla":"PODWORNY, SUSANNE, et al. “A PLACE FOR A DATA SCIENCE PROJECT IN SCHOOL: BETWEEN STATISTICS AND EPISTEMIC PROGRAMMING.” <i>STATISTICS EDUCATION RESEARCH JOURNAL</i>, vol. 21, no. 2, 6, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/serj.v21i2.46\">10.52041/serj.v21i2.46</a>.","bibtex":"@article{PODWORNY_HÜSING_SCHULTE_2022, title={A PLACE FOR A DATA SCIENCE PROJECT IN SCHOOL: BETWEEN STATISTICS AND EPISTEMIC PROGRAMMING}, volume={21}, DOI={<a href=\"https://doi.org/10.52041/serj.v21i2.46\">10.52041/serj.v21i2.46</a>}, number={26}, journal={STATISTICS EDUCATION RESEARCH JOURNAL}, publisher={International Association for Statistical Education}, author={PODWORNY, SUSANNE and HÜSING, SVEN and SCHULTE, CARSTEN}, year={2022} }"},"publication_identifier":{"issn":["1570-1824"]},"publication_status":"published","issue":"2","title":"A PLACE FOR A DATA SCIENCE PROJECT IN SCHOOL: BETWEEN STATISTICS AND EPISTEMIC PROGRAMMING","doi":"10.52041/serj.v21i2.46","publisher":"International Association for Statistical Education","date_updated":"2023-10-17T06:01:58Z","volume":21,"author":[{"first_name":"SUSANNE","last_name":"PODWORNY","full_name":"PODWORNY, SUSANNE"},{"first_name":"SVEN","full_name":"HÜSING, SVEN","last_name":"HÜSING"},{"first_name":"CARSTEN","full_name":"SCHULTE, CARSTEN","last_name":"SCHULTE"}],"date_created":"2023-10-17T05:59:38Z","abstract":[{"text":"<jats:p>Aspects of data science surround us in many contexts, for example regarding climate change, air pollution, and other environmental issues. To open the “data-science-black-box” for lower secondary school students we developed a data science project focussing on the analysis of self-collected environmental data. We embed this project in computer science education, which enables us to use a new knowledge-based programming approach for the data analysis within Jupyter Notebooks and the programming language Python. In this paper, we evaluate the second cycle of this project which took place in a ninth-grade computer science class. In particular, we present how the students coped with the professional tool of Jupyter Notebooks for doing statistical investigations and which insights they gained.</jats:p>","lang":"eng"}],"status":"public","publication":"STATISTICS EDUCATION RESEARCH JOURNAL","type":"journal_article","keyword":["Education","Statistics and Probability"],"article_number":"6","_id":"48108","user_id":"30619"},{"publication_status":"published","citation":{"mla":"Podworny, Susanne, et al. “Grade 6 Students’ Perception and Use of Data-Based Decision Trees.” <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/iase.icots11.t2h3\">10.52041/iase.icots11.t2h3</a>.","short":"S. Podworny, Y. Fleischer, S. Hüsing, in: Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics, International Association for Statistical Education, 2022.","bibtex":"@inproceedings{Podworny_Fleischer_Hüsing_2022, title={Grade 6 Students’ Perception and Use of Data-Based Decision Trees}, DOI={<a href=\"https://doi.org/10.52041/iase.icots11.t2h3\">10.52041/iase.icots11.t2h3</a>}, booktitle={Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics}, publisher={International Association for Statistical Education}, author={Podworny, Susanne and Fleischer, Yannik and Hüsing, Sven}, year={2022} }","apa":"Podworny, S., Fleischer, Y., &#38; Hüsing, S. (2022). Grade 6 Students’ Perception and Use of Data-Based Decision Trees. <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. <a href=\"https://doi.org/10.52041/iase.icots11.t2h3\">https://doi.org/10.52041/iase.icots11.t2h3</a>","ama":"Podworny S, Fleischer Y, Hüsing S. Grade 6 Students’ Perception and Use of Data-Based Decision Trees. In: <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. International Association for Statistical Education; 2022. doi:<a href=\"https://doi.org/10.52041/iase.icots11.t2h3\">10.52041/iase.icots11.t2h3</a>","chicago":"Podworny, Susanne, Yannik Fleischer, and Sven Hüsing. “Grade 6 Students’ Perception and Use of Data-Based Decision Trees.” In <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. International Association for Statistical Education, 2022. <a href=\"https://doi.org/10.52041/iase.icots11.t2h3\">https://doi.org/10.52041/iase.icots11.t2h3</a>.","ieee":"S. Podworny, Y. Fleischer, and S. Hüsing, “Grade 6 Students’ Perception and Use of Data-Based Decision Trees,” 2022, doi: <a href=\"https://doi.org/10.52041/iase.icots11.t2h3\">10.52041/iase.icots11.t2h3</a>."},"year":"2022","date_created":"2023-10-17T05:54:24Z","author":[{"first_name":"Susanne","last_name":"Podworny","full_name":"Podworny, Susanne"},{"first_name":"Yannik","last_name":"Fleischer","full_name":"Fleischer, Yannik"},{"full_name":"Hüsing, Sven","last_name":"Hüsing","first_name":"Sven"}],"date_updated":"2023-10-17T06:02:11Z","publisher":"International Association for Statistical Education","doi":"10.52041/iase.icots11.t2h3","title":"Grade 6 Students’ Perception and Use of Data-Based Decision Trees","publication":"Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics","type":"conference","status":"public","abstract":[{"text":"<jats:p>Decision-making processes are often based on data and data-driven machine learning methods in different areas such as recommender systems, medicine, criminalistics, etc. Well-informed citizens need at least a minimal understanding and critical reflection of corresponding data-driven machine learning methods. Decision trees are a method that can foster a preformal understanding of machine learning. We developed an exploratory teaching unit introducing decision trees in grade 6 along the question “How can Artificial Intelligence help us decide whether food is rather recommendable or not?” Students’ performances in an assessment task and self-assessment show that young learners can use a decision tree to classify new items and that they found the corresponding teaching unit informative.</jats:p>","lang":"eng"}],"user_id":"30619","_id":"48105"},{"_id":"48102","user_id":"30619","publication":"Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics","type":"conference","abstract":[{"text":"<jats:p>We report on our work with students in our data science courses, focusing on the analysis of students’ results. This study represents an in-depth analysis of students’ creation and documentation of machine learning models. The students were supported by educationally designed Jupyter Notebooks, which are used as worked examples. Using the worked example, students document their results in a so-called computational essay. We examine which aspects of creating computational essays are difficult for students to find out how worked examples should be designed to support students without being too prescriptive. We analyze the computational essays produced by students and draw consequences for redesigning our worked example.</jats:p>","lang":"eng"}],"status":"public","publisher":"International Association for Statistical Education","date_updated":"2023-10-17T06:02:24Z","author":[{"last_name":"Fleischer","full_name":"Fleischer, Yannik","first_name":"Yannik"},{"last_name":"Hüsing","full_name":"Hüsing, Sven","first_name":"Sven"},{"first_name":"Rolf","full_name":"Biehler, Rolf","last_name":"Biehler"},{"first_name":"Susanne","last_name":"Podworny","full_name":"Podworny, Susanne"},{"full_name":"Schulte, Carsten","last_name":"Schulte","first_name":"Carsten"}],"date_created":"2023-10-17T05:49:24Z","title":"Jupyter Notebooks for Teaching, Learning, and Doing Data Science","doi":"10.52041/iase.icots11.t10e3","publication_status":"published","year":"2022","citation":{"apa":"Fleischer, Y., Hüsing, S., Biehler, R., Podworny, S., &#38; Schulte, C. (2022). Jupyter Notebooks for Teaching, Learning, and Doing Data Science. <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. <a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">https://doi.org/10.52041/iase.icots11.t10e3</a>","bibtex":"@inproceedings{Fleischer_Hüsing_Biehler_Podworny_Schulte_2022, title={Jupyter Notebooks for Teaching, Learning, and Doing Data Science}, DOI={<a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>}, booktitle={Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics}, publisher={International Association for Statistical Education}, author={Fleischer, Yannik and Hüsing, Sven and Biehler, Rolf and Podworny, Susanne and Schulte, Carsten}, year={2022} }","mla":"Fleischer, Yannik, et al. “Jupyter Notebooks for Teaching, Learning, and Doing Data Science.” <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>.","short":"Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, C. Schulte, in: Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics, International Association for Statistical Education, 2022.","ama":"Fleischer Y, Hüsing S, Biehler R, Podworny S, Schulte C. Jupyter Notebooks for Teaching, Learning, and Doing Data Science. In: <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. International Association for Statistical Education; 2022. doi:<a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>","ieee":"Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, and C. Schulte, “Jupyter Notebooks for Teaching, Learning, and Doing Data Science,” 2022, doi: <a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>.","chicago":"Fleischer, Yannik, Sven Hüsing, Rolf Biehler, Susanne Podworny, and Carsten Schulte. “Jupyter Notebooks for Teaching, Learning, and Doing Data Science.” In <i>Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics</i>. International Association for Statistical Education, 2022. <a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">https://doi.org/10.52041/iase.icots11.t10e3</a>."}},{"type":"conference","status":"public","user_id":"30619","_id":"48107","language":[{"iso":"eng"}],"citation":{"chicago":"Podworny, Susanne, Yannik Fleischer, Dietlinde Stroop, and Rolf Biehler. “An Example of Rich, Real and Multivariate Survey Data for Use in School,” 2022.","ieee":"S. Podworny, Y. Fleischer, D. Stroop, and R. Biehler, “An example of rich, real and multivariate survey data for use in school,” presented at the Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano, Italy, 2022.","ama":"Podworny S, Fleischer Y, Stroop D, Biehler R. An example of rich, real and multivariate survey data for use in school. In: ; 2022.","apa":"Podworny, S., Fleischer, Y., Stroop, D., &#38; Biehler, R. (2022). <i>An example of rich, real and multivariate survey data for use in school</i>. Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano, Italy.","short":"S. Podworny, Y. Fleischer, D. Stroop, R. Biehler, in: 2022.","bibtex":"@inproceedings{Podworny_Fleischer_Stroop_Biehler_2022, title={An example of rich, real and multivariate survey data for use in school}, author={Podworny, Susanne and Fleischer, Yannik and Stroop, Dietlinde and Biehler, Rolf}, year={2022} }","mla":"Podworny, Susanne, et al. <i>An Example of Rich, Real and Multivariate Survey Data for Use in School</i>. 2022."},"year":"2022","author":[{"first_name":"Susanne","id":"30619","full_name":"Podworny, Susanne","last_name":"Podworny"},{"first_name":"Yannik","last_name":"Fleischer","full_name":"Fleischer, Yannik"},{"first_name":"Dietlinde","full_name":"Stroop, Dietlinde","last_name":"Stroop"},{"full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf"}],"date_created":"2023-10-17T05:58:32Z","date_updated":"2023-10-17T06:02:02Z","oa":"1","main_file_link":[{"url":"https://hal.science/CERME12/hal-03751842v1","open_access":"1"}],"conference":{"name":"Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)","location":"Bozen-Bolzano, Italy"},"title":"An example of rich, real and multivariate survey data for use in school"},{"date_updated":"2023-10-17T06:02:15Z","volume":232,"date_created":"2023-10-17T05:54:02Z","author":[{"first_name":"Susanne","last_name":"Podworny","full_name":"Podworny, Susanne","id":"30619"}],"title":"Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen","publication_status":"published","year":"2022","page":"36-40","intvolume":"       232","citation":{"short":"S. Podworny, mathematik lehren 232 (2022) 36–40.","bibtex":"@article{Podworny_2022, title={Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen}, volume={232}, journal={mathematik lehren}, author={Podworny, Susanne}, year={2022}, pages={36–40} }","mla":"Podworny, Susanne. “Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen.” <i>mathematik lehren</i>, vol. 232, 2022, pp. 36–40.","apa":"Podworny, S. (2022). Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen. <i>mathematik lehren</i>, <i>232</i>, 36–40.","chicago":"Podworny, Susanne. “Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen.” <i>mathematik lehren</i> 232 (2022): 36–40.","ieee":"S. Podworny, “Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen,” <i>mathematik lehren</i>, vol. 232, pp. 36–40, 2022.","ama":"Podworny S. Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen. <i>mathematik lehren</i>. 2022;232:36-40."},"_id":"48104","user_id":"30619","language":[{"iso":"ger"}],"publication":"mathematik lehren","type":"journal_article","status":"public"},{"year":"2022","place":"Marseille, France","page":"338–350","citation":{"ieee":"T. Igamberdiev and I. Habernal, “Privacy-Preserving Graph Convolutional Networks for Text Classification,” in <i>Proceedings of the Thirteenth Language Resources and Evaluation Conference</i>, 2022, pp. 338–350.","chicago":"Igamberdiev, Timour, and Ivan Habernal. “Privacy-Preserving Graph Convolutional Networks for Text Classification.” In <i>Proceedings of the Thirteenth Language Resources and Evaluation Conference</i>, 338–350. Marseille, France: European Language Resources Association, 2022.","ama":"Igamberdiev T, Habernal I. Privacy-Preserving Graph Convolutional Networks for Text Classification. In: <i>Proceedings of the Thirteenth Language Resources and Evaluation Conference</i>. European Language Resources Association; 2022:338–350.","apa":"Igamberdiev, T., &#38; Habernal, I. (2022). Privacy-Preserving Graph Convolutional Networks for Text Classification. <i>Proceedings of the Thirteenth Language Resources and Evaluation Conference</i>, 338–350.","short":"T. Igamberdiev, I. Habernal, in: Proceedings of the Thirteenth Language Resources and Evaluation Conference, European Language Resources Association, Marseille, France, 2022, pp. 338–350.","bibtex":"@inproceedings{Igamberdiev_Habernal_2022, place={Marseille, France}, title={Privacy-Preserving Graph Convolutional Networks for Text Classification}, booktitle={Proceedings of the Thirteenth Language Resources and Evaluation Conference}, publisher={European Language Resources Association}, author={Igamberdiev, Timour and Habernal, Ivan}, year={2022}, pages={338–350} }","mla":"Igamberdiev, Timour, and Ivan Habernal. “Privacy-Preserving Graph Convolutional Networks for Text Classification.” <i>Proceedings of the Thirteenth Language Resources and Evaluation Conference</i>, European Language Resources Association, 2022, pp. 338–350."},"title":"Privacy-Preserving Graph Convolutional Networks for Text Classification","publisher":"European Language Resources Association","date_updated":"2023-10-19T12:05:12Z","date_created":"2023-10-19T08:26:58Z","author":[{"first_name":"Timour","full_name":"Igamberdiev, Timour","last_name":"Igamberdiev"},{"first_name":"Ivan","last_name":"Habernal","id":"101881","full_name":"Habernal, Ivan"}],"abstract":[{"lang":"eng","text":"Graph convolutional networks (GCNs) are a powerful architecture for representation learning on documents that naturally occur as graphs, e.g., citation or social networks. However, sensitive personal information, such as documents with people{’}s profiles or relationships as edges, are prone to privacy leaks, as the trained model might reveal the original input. Although differential privacy (DP) offers a well-founded privacy-preserving framework, GCNs pose theoretical and practical challenges due to their training specifics. We address these challenges by adapting differentially-private gradient-based training to GCNs and conduct experiments using two optimizers on five NLP datasets in two languages. We propose a simple yet efficient method based on random graph splits that not only improves the baseline privacy bounds by a factor of 2.7 while retaining competitive F1 scores, but also provides strong privacy guarantees of epsilon = 1.0. We show that, under certain modeling choices, privacy-preserving GCNs perform up to 90{%} of their non-private variants, while formally guaranteeing strong privacy measures."}],"status":"public","publication":"Proceedings of the Thirteenth Language Resources and Evaluation Conference","type":"conference","language":[{"iso":"eng"}],"_id":"48299","department":[{"_id":"34"},{"_id":"820"}],"user_id":"15504"},{"citation":{"short":"T. Igamberdiev, T. Arnold, I. Habernal, in: Proceedings of the 29th International Conference on Computational Linguistics, International Committee on Computational Linguistics, Gyeongju, Republic of Korea, 2022, pp. 2927–2933.","mla":"Igamberdiev, Timour, et al. “DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting.” <i>Proceedings of the 29th International Conference on Computational Linguistics</i>, International Committee on Computational Linguistics, 2022, pp. 2927–2933.","bibtex":"@inproceedings{Igamberdiev_Arnold_Habernal_2022, place={Gyeongju, Republic of Korea}, title={DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting}, booktitle={Proceedings of the 29th International Conference on Computational Linguistics}, publisher={International Committee on Computational Linguistics}, author={Igamberdiev, Timour and Arnold, Thomas and Habernal, Ivan}, year={2022}, pages={2927–2933} }","apa":"Igamberdiev, T., Arnold, T., &#38; Habernal, I. (2022). DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting. <i>Proceedings of the 29th International Conference on Computational Linguistics</i>, 2927–2933.","ama":"Igamberdiev T, Arnold T, Habernal I. DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting. In: <i>Proceedings of the 29th International Conference on Computational Linguistics</i>. International Committee on Computational Linguistics; 2022:2927–2933.","ieee":"T. Igamberdiev, T. Arnold, and I. Habernal, “DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting,” in <i>Proceedings of the 29th International Conference on Computational Linguistics</i>, 2022, pp. 2927–2933.","chicago":"Igamberdiev, Timour, Thomas Arnold, and Ivan Habernal. “DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting.” In <i>Proceedings of the 29th International Conference on Computational Linguistics</i>, 2927–2933. Gyeongju, Republic of Korea: International Committee on Computational Linguistics, 2022."},"page":"2927–2933","place":"Gyeongju, Republic of Korea","year":"2022","date_created":"2023-10-19T08:27:05Z","author":[{"full_name":"Igamberdiev, Timour","last_name":"Igamberdiev","first_name":"Timour"},{"last_name":"Arnold","full_name":"Arnold, Thomas","first_name":"Thomas"},{"last_name":"Habernal","full_name":"Habernal, Ivan","id":"101881","first_name":"Ivan"}],"date_updated":"2023-10-19T12:04:57Z","publisher":"International Committee on Computational Linguistics","title":"DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting","type":"conference","publication":"Proceedings of the 29th International Conference on Computational Linguistics","status":"public","abstract":[{"text":"Text rewriting with differential privacy (DP) provides concrete theoretical guarantees for protecting the privacy of individuals in textual documents. In practice, existing systems may lack the means to validate their privacy-preserving claims, leading to problems of transparency and reproducibility. We introduce DP-Rewrite, an open-source framework for differentially private text rewriting which aims to solve these problems by being modular, extensible, and highly customizable. Our system incorporates a variety of downstream datasets, models, pre-training procedures, and evaluation metrics to provide a flexible way to lead and validate private text rewriting research. To demonstrate our software in practice, we provide a set of experiments as a case study on the ADePT DP text rewriting system, detecting a privacy leak in its pre-training approach. Our system is publicly available, and we hope that it will help the community to make DP text rewriting research more accessible and transparent.","lang":"eng"}],"user_id":"15504","department":[{"_id":"34"},{"_id":"820"}],"_id":"48300","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"department":[{"_id":"34"},{"_id":"820"}],"user_id":"15504","_id":"48298","status":"public","publication":"Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","type":"conference","doi":"10.18653/v1/2022.acl-short.87","title":"How reparametrization trick broke differentially-private text representation learning","author":[{"last_name":"Habernal","full_name":"Habernal, Ivan","id":"101881","first_name":"Ivan"}],"date_created":"2023-10-19T08:26:35Z","date_updated":"2023-10-19T12:05:39Z","publisher":"Association for Computational Linguistics","citation":{"ieee":"I. Habernal, “How reparametrization trick broke differentially-private text representation learning,” 2022, doi: <a href=\"https://doi.org/10.18653/v1/2022.acl-short.87\">10.18653/v1/2022.acl-short.87</a>.","chicago":"Habernal, Ivan. “How Reparametrization Trick Broke Differentially-Private Text Representation Learning.” In <i>Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)</i>. Association for Computational Linguistics, 2022. <a href=\"https://doi.org/10.18653/v1/2022.acl-short.87\">https://doi.org/10.18653/v1/2022.acl-short.87</a>.","ama":"Habernal I. How reparametrization trick broke differentially-private text representation learning. In: <i>Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)</i>. Association for Computational Linguistics; 2022. doi:<a href=\"https://doi.org/10.18653/v1/2022.acl-short.87\">10.18653/v1/2022.acl-short.87</a>","short":"I. Habernal, in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Association for Computational Linguistics, 2022.","mla":"Habernal, Ivan. “How Reparametrization Trick Broke Differentially-Private Text Representation Learning.” <i>Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)</i>, Association for Computational Linguistics, 2022, doi:<a href=\"https://doi.org/10.18653/v1/2022.acl-short.87\">10.18653/v1/2022.acl-short.87</a>.","bibtex":"@inproceedings{Habernal_2022, title={How reparametrization trick broke differentially-private text representation learning}, DOI={<a href=\"https://doi.org/10.18653/v1/2022.acl-short.87\">10.18653/v1/2022.acl-short.87</a>}, booktitle={Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)}, publisher={Association for Computational Linguistics}, author={Habernal, Ivan}, year={2022} }","apa":"Habernal, I. (2022). How reparametrization trick broke differentially-private text representation learning. <i>Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)</i>. <a href=\"https://doi.org/10.18653/v1/2022.acl-short.87\">https://doi.org/10.18653/v1/2022.acl-short.87</a>"},"year":"2022","publication_status":"published"},{"type":"conference","status":"public","department":[{"_id":"9"},{"_id":"367"},{"_id":"321"}],"user_id":"44116","_id":"48354","language":[{"iso":"eng"}],"citation":{"apa":"Moritzer, E., &#38; Wächter, J. (2022). <i>Qualification of Different Carbon Fiber Reinforced Polyether Ether Ketone Materials for the FFF Process</i>. 37th International Conference of the Polymer Processing Society, Fukuoka (Japan).","mla":"Moritzer, Elmar, and Julian Wächter. <i>Qualification of Different Carbon Fiber Reinforced Polyether Ether Ketone Materials for the FFF Process</i>. 2022.","short":"E. Moritzer, J. Wächter, in: Fukuoka (Japan), 2022.","bibtex":"@inproceedings{Moritzer_Wächter_2022, place={Fukuoka (Japan)}, title={Qualification of Different Carbon Fiber Reinforced Polyether Ether Ketone Materials for the FFF Process}, author={Moritzer, Elmar and Wächter, Julian}, year={2022} }","ieee":"E. Moritzer and J. Wächter, “Qualification of Different Carbon Fiber Reinforced Polyether Ether Ketone Materials for the FFF Process,” presented at the 37th International Conference of the Polymer Processing Society, Fukuoka (Japan), 2022.","chicago":"Moritzer, Elmar, and Julian Wächter. “Qualification of Different Carbon Fiber Reinforced Polyether Ether Ketone Materials for the FFF Process.” Fukuoka (Japan), 2022.","ama":"Moritzer E, Wächter J. Qualification of Different Carbon Fiber Reinforced Polyether Ether Ketone Materials for the FFF Process. In: ; 2022."},"place":"Fukuoka (Japan)","year":"2022","author":[{"full_name":"Moritzer, Elmar","id":"20531","last_name":"Moritzer","first_name":"Elmar"},{"first_name":"Julian","last_name":"Wächter","id":"29588","full_name":"Wächter, Julian"}],"date_created":"2023-10-20T08:07:49Z","date_updated":"2023-10-20T08:12:08Z","conference":{"name":"37th International Conference of the Polymer Processing Society","location":"Fukuoka (Japan)"},"title":"Qualification of Different Carbon Fiber Reinforced Polyether Ether Ketone Materials for the FFF Process"},{"citation":{"apa":"Gevers, K., Schraa, L., Uhlig, K., Töws, P., &#38; Stommel, M. (2022). <i>Bewertung von IR-Schweißverbindungen an kurzfaserverstärkten Thermoplasten mittels digitaler Bildkorrelation: Vol. Tagung Werkstoffprüfung 2022-Werkstoffe und Bauteile auf dem Prüfstand</i> (pp. 169–175).","mla":"Gevers, Karina, et al. <i>Bewertung von IR-Schweißverbindungen an Kurzfaserverstärkten Thermoplasten Mittels Digitaler Bildkorrelation</i>. 2022, pp. 169–75.","bibtex":"@book{Gevers_Schraa_Uhlig_Töws_Stommel_2022, title={Bewertung von IR-Schweißverbindungen an kurzfaserverstärkten Thermoplasten mittels digitaler Bildkorrelation}, volume={Tagung Werkstoffprüfung 2022-Werkstoffe und Bauteile auf dem Prüfstand}, author={Gevers, Karina and Schraa, L and Uhlig, K and Töws, P and Stommel, M}, year={2022}, pages={169–175} }","short":"K. Gevers, L. Schraa, K. Uhlig, P. Töws, M. Stommel, Bewertung von IR-Schweißverbindungen an Kurzfaserverstärkten Thermoplasten Mittels Digitaler Bildkorrelation, 2022.","ieee":"K. Gevers, L. Schraa, K. Uhlig, P. Töws, and M. Stommel, <i>Bewertung von IR-Schweißverbindungen an kurzfaserverstärkten Thermoplasten mittels digitaler Bildkorrelation</i>, vol. Tagung Werkstoffprüfung 2022-Werkstoffe und Bauteile auf dem Prüfstand. 2022, pp. 169–175.","chicago":"Gevers, Karina, L Schraa, K Uhlig, P Töws, and M Stommel. <i>Bewertung von IR-Schweißverbindungen an Kurzfaserverstärkten Thermoplasten Mittels Digitaler Bildkorrelation</i>. Vol. Tagung Werkstoffprüfung 2022-Werkstoffe und Bauteile auf dem Prüfstand, 2022.","ama":"Gevers K, Schraa L, Uhlig K, Töws P, Stommel M. <i>Bewertung von IR-Schweißverbindungen an Kurzfaserverstärkten Thermoplasten Mittels Digitaler Bildkorrelation</i>. Vol Tagung Werkstoffprüfung 2022-Werkstoffe und Bauteile auf dem Prüfstand.; 2022:169-175."},"page":"169-175","year":"2022","publication_identifier":{"isbn":["978-3-88355-430-3 "]},"title":"Bewertung von IR-Schweißverbindungen an kurzfaserverstärkten Thermoplasten mittels digitaler Bildkorrelation","date_created":"2023-10-20T08:01:01Z","author":[{"first_name":"Karina","last_name":"Gevers","full_name":"Gevers, Karina","id":"83151"},{"first_name":"L","last_name":"Schraa","full_name":"Schraa, L"},{"full_name":"Uhlig, K","last_name":"Uhlig","first_name":"K"},{"full_name":"Töws, P","last_name":"Töws","first_name":"P"},{"full_name":"Stommel, M","last_name":"Stommel","first_name":"M"}],"volume":"Tagung Werkstoffprüfung 2022 - Werkstoffe und Bauteile auf dem Prüfstand","date_updated":"2023-10-20T08:01:10Z","status":"public","type":"book","language":[{"iso":"eng"}],"user_id":"44116","department":[{"_id":"9"},{"_id":"367"},{"_id":"321"}],"_id":"48353"},{"_id":"48356","user_id":"44116","department":[{"_id":"9"},{"_id":"367"},{"_id":"321"}],"language":[{"iso":"eng"}],"type":"book","status":"public","date_updated":"2023-10-20T08:12:12Z","date_created":"2023-10-20T08:11:55Z","author":[{"last_name":"Schöppner","id":"20530","full_name":"Schöppner, Volker","first_name":"Volker"},{"last_name":"Vogtschmidt","full_name":"Vogtschmidt, Sascha","id":"32492","first_name":"Sascha"}],"title":"Schweißnahtkennwerte für die lebensdaueroptimierte Bauteilauslegung von hochtemperaturbeständigen Thermoplasten","publication_identifier":{"isbn":["978-3-96144-190-7 "]},"place":"Koblenz","year":"2022","citation":{"ieee":"V. Schöppner and S. Vogtschmidt, <i>Schweißnahtkennwerte für die lebensdaueroptimierte Bauteilauslegung von hochtemperaturbeständigen Thermoplasten</i>. Koblenz, 2022, pp. 534–540.","chicago":"Schöppner, Volker, and Sascha Vogtschmidt. <i>Schweißnahtkennwerte Für Die Lebensdaueroptimierte Bauteilauslegung von Hochtemperaturbeständigen Thermoplasten</i>. Koblenz, 2022.","ama":"Schöppner V, Vogtschmidt S. <i>Schweißnahtkennwerte Für Die Lebensdaueroptimierte Bauteilauslegung von Hochtemperaturbeständigen Thermoplasten</i>.; 2022:534-540.","apa":"Schöppner, V., &#38; Vogtschmidt, S. (2022). <i>Schweißnahtkennwerte für die lebensdaueroptimierte Bauteilauslegung von hochtemperaturbeständigen Thermoplasten</i> (pp. 534–540).","mla":"Schöppner, Volker, and Sascha Vogtschmidt. <i>Schweißnahtkennwerte Für Die Lebensdaueroptimierte Bauteilauslegung von Hochtemperaturbeständigen Thermoplasten</i>. 2022, pp. 534–40.","short":"V. Schöppner, S. Vogtschmidt, Schweißnahtkennwerte Für Die Lebensdaueroptimierte Bauteilauslegung von Hochtemperaturbeständigen Thermoplasten, Koblenz, 2022.","bibtex":"@book{Schöppner_Vogtschmidt_2022, place={Koblenz}, title={Schweißnahtkennwerte für die lebensdaueroptimierte Bauteilauslegung von hochtemperaturbeständigen Thermoplasten}, author={Schöppner, Volker and Vogtschmidt, Sascha}, year={2022}, pages={534–540} }"},"page":"534-540"},{"citation":{"apa":"Schöppner, V., Dörner, M., Frank, M., &#38; Schall, C. (2022). <i>On the Wave to Successful Mixing</i>.","short":"V. Schöppner, M. Dörner, M. Frank, C. Schall, On the Wave to Successful Mixing, 2022.","mla":"Schöppner, Volker, et al. <i>On the Wave to Successful Mixing</i>. 2022.","bibtex":"@book{Schöppner_Dörner_Frank_Schall_2022, title={On the Wave to Successful Mixing}, author={Schöppner, Volker and Dörner, M. and Frank, Maximilian and Schall, Christoph}, year={2022} }","chicago":"Schöppner, Volker, M. Dörner, Maximilian Frank, and Christoph Schall. <i>On the Wave to Successful Mixing</i>, 2022.","ieee":"V. Schöppner, M. Dörner, M. Frank, and C. Schall, <i>On the Wave to Successful Mixing</i>. 2022.","ama":"Schöppner V, Dörner M, Frank M, Schall C. <i>On the Wave to Successful Mixing</i>.; 2022."},"status":"public","year":"2022","type":"book","language":[{"iso":"eng"}],"title":"On the Wave to Successful Mixing","author":[{"first_name":"Volker","last_name":"Schöppner","full_name":"Schöppner, Volker","id":"20530"},{"full_name":"Dörner, M.","last_name":"Dörner","first_name":"M."},{"first_name":"Maximilian","last_name":"Frank","id":"38255","full_name":"Frank, Maximilian"},{"full_name":"Schall, Christoph","last_name":"Schall","first_name":"Christoph"}],"user_id":"44116","date_created":"2023-10-20T08:19:34Z","department":[{"_id":"9"},{"_id":"367"},{"_id":"321"}],"date_updated":"2023-10-20T08:20:22Z","_id":"48358"},{"status":"public","publication":"2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe)","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"52"}],"user_id":"83383","_id":"35126","page":"P.1-P.9","citation":{"apa":"Förster, N., Hölscher, J., Piepenbrock, T., Rehlaender, P., Wallscheid, O., Schafmeister, F., &#38; Böcker, J. (2022). An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components. <i>2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe)</i>, P.1-P.9.","mla":"Förster, Nikolas, et al. “An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components.” <i>2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe)</i>, 2022, p. P.1-P.9.","bibtex":"@inproceedings{Förster_Hölscher_Piepenbrock_Rehlaender_Wallscheid_Schafmeister_Böcker_2022, title={An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components}, booktitle={2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe)}, author={Förster, Nikolas and Hölscher, Jonas and Piepenbrock, Till and Rehlaender, Philipp and Wallscheid, Oliver and Schafmeister, Frank and Böcker, Joachim}, year={2022}, pages={P.1-P.9} }","short":"N. Förster, J. Hölscher, T. Piepenbrock, P. Rehlaender, O. Wallscheid, F. Schafmeister, J. Böcker, in: 2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe), 2022, p. P.1-P.9.","chicago":"Förster, Nikolas, Jonas Hölscher, Till Piepenbrock, Philipp Rehlaender, Oliver Wallscheid, Frank Schafmeister, and Joachim Böcker. “An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components.” In <i>2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe)</i>, P.1-P.9, 2022.","ieee":"N. Förster <i>et al.</i>, “An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components,” in <i>2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe)</i>, 2022, p. P.1-P.9.","ama":"Förster N, Hölscher J, Piepenbrock T, et al. An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components. In: <i>2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe)</i>. ; 2022:P.1-P.9."},"year":"2022","title":"An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components","author":[{"first_name":"Nikolas","last_name":"Förster","full_name":"Förster, Nikolas","id":"83383"},{"first_name":"Jonas","full_name":"Hölscher, Jonas","last_name":"Hölscher"},{"full_name":"Piepenbrock, Till","last_name":"Piepenbrock","first_name":"Till"},{"id":"69469","full_name":"Rehlaender, Philipp","last_name":"Rehlaender","first_name":"Philipp"},{"first_name":"Oliver","last_name":"Wallscheid","orcid":"https://orcid.org/0000-0001-9362-8777","id":"11291","full_name":"Wallscheid, Oliver"},{"last_name":"Schafmeister","id":"71291","full_name":"Schafmeister, Frank","first_name":"Frank"},{"first_name":"Joachim","id":"66","full_name":"Böcker, Joachim","last_name":"Böcker","orcid":"0000-0002-8480-7295"}],"date_created":"2023-01-03T08:56:48Z","date_updated":"2023-10-20T11:39:27Z"},{"status":"public","type":"journal_article","department":[{"_id":"49"}],"user_id":"11829","_id":"30863","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"grant_number":"449607253","_id":"105","name":"LaWaMoRe: Vermiedene Kreuzungen von Lamb-Wellenmoden in mehrlagigen Strukturen"},{"grant_number":"409779252","_id":"89","name":"VaMP: Vollständige Bestimmung der akustischen Materialparameter von Polymeren"},{"_id":"157","name":"FaMOUS: Ein ultraschallbasiertes Messverfahren unter Berücksichtigung viskoelastischer Eigenschaften zur Charakterisierung der Faser-Matrix-Haftung bei Organoblechen sowie deren realitätsnahe Modellierung","grant_number":"495847374"}],"page":"493 - 506","intvolume":"        89","citation":{"chicago":"Johannesmann, Sarah, Leander Claes, Nadine Feldmann, Henning Zeipert, and Bernd Henning. “Lamb Wave Based Approach to the Determination of Acoustic Material Parameters.” <i>Tm - Technisches Messen</i> 89, no. 7–8 (2022): 493–506. <a href=\"https://doi.org/10.1515/teme-2021-0134\">https://doi.org/10.1515/teme-2021-0134</a>.","ieee":"S. Johannesmann, L. Claes, N. Feldmann, H. Zeipert, and B. Henning, “Lamb wave based approach to the determination of acoustic material parameters,” <i>tm - Technisches Messen</i>, vol. 89, no. 7–8, pp. 493–506, 2022, doi: <a href=\"https://doi.org/10.1515/teme-2021-0134\">10.1515/teme-2021-0134</a>.","ama":"Johannesmann S, Claes L, Feldmann N, Zeipert H, Henning B. Lamb wave based approach to the determination of acoustic material parameters. <i>tm - Technisches Messen</i>. 2022;89(7-8):493-506. doi:<a href=\"https://doi.org/10.1515/teme-2021-0134\">10.1515/teme-2021-0134</a>","bibtex":"@article{Johannesmann_Claes_Feldmann_Zeipert_Henning_2022, title={Lamb wave based approach to the determination of acoustic material parameters}, volume={89}, DOI={<a href=\"https://doi.org/10.1515/teme-2021-0134\">10.1515/teme-2021-0134</a>}, number={7–8}, journal={tm - Technisches Messen}, publisher={Walter de Gruyter GmbH}, author={Johannesmann, Sarah and Claes, Leander and Feldmann, Nadine and Zeipert, Henning and Henning, Bernd}, year={2022}, pages={493–506} }","mla":"Johannesmann, Sarah, et al. “Lamb Wave Based Approach to the Determination of Acoustic Material Parameters.” <i>Tm - Technisches Messen</i>, vol. 89, no. 7–8, Walter de Gruyter GmbH, 2022, pp. 493–506, doi:<a href=\"https://doi.org/10.1515/teme-2021-0134\">10.1515/teme-2021-0134</a>.","short":"S. Johannesmann, L. Claes, N. Feldmann, H. Zeipert, B. Henning, Tm - Technisches Messen 89 (2022) 493–506.","apa":"Johannesmann, S., Claes, L., Feldmann, N., Zeipert, H., &#38; Henning, B. (2022). Lamb wave based approach to the determination of acoustic material parameters. <i>Tm - Technisches Messen</i>, <i>89</i>(7–8), 493–506. <a href=\"https://doi.org/10.1515/teme-2021-0134\">https://doi.org/10.1515/teme-2021-0134</a>"},"publication_identifier":{"issn":["2196-7113","0171-8096"]},"publication_status":"published","doi":"10.1515/teme-2021-0134","volume":89,"author":[{"first_name":"Sarah","full_name":"Johannesmann, Sarah","id":"29190","last_name":"Johannesmann"},{"first_name":"Leander","orcid":"0000-0002-4393-268X","last_name":"Claes","full_name":"Claes, Leander","id":"11829"},{"last_name":"Feldmann","id":"23082","full_name":"Feldmann, Nadine","first_name":"Nadine"},{"id":"32580","full_name":"Zeipert, Henning","last_name":"Zeipert","first_name":"Henning"},{"last_name":"Henning","id":"213","full_name":"Henning, Bernd","first_name":"Bernd"}],"date_updated":"2023-10-23T06:56:20Z","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>In this paper a measurement procedure to identify viscoelastic material parameters of plate-like samples using broadband ultrasonic waves is presented. Ultrasonic Lamb waves are excited via the thermoelastic effect using laser radiation and detected by a piezoelectric transducer. The resulting measurement data is transformed to yield information about multiple propagating Lamb waves as well as their attenuation. These results are compared to simulation results in an inverse procedure to identify the parameters of an elastic and a viscoelastic material model.</jats:p>"}],"publication":"tm - Technisches Messen","language":[{"iso":"eng"}],"keyword":["Electrical and Electronic Engineering","Instrumentation"],"year":"2022","issue":"7 - 8","quality_controlled":"1","title":"Lamb wave based approach to the determination of acoustic material parameters","date_created":"2022-04-12T11:00:22Z","publisher":"Walter de Gruyter GmbH"},{"has_accepted_license":"1","citation":{"ama":"Johannesmann S, Claes L, Henning B. Estimation of viscoelastic material parameters of polymers using Lamb waves. In: <i>Fortschritte Der Akustik - DAGA 2022</i>. ; 2022:1401-1404.","ieee":"S. Johannesmann, L. Claes, and B. Henning, “Estimation of viscoelastic material parameters of polymers using Lamb waves,” in <i>Fortschritte der Akustik - DAGA 2022</i>, Stuttgart, 2022, pp. 1401–1404.","chicago":"Johannesmann, Sarah, Leander Claes, and Bernd Henning. “Estimation of Viscoelastic Material Parameters of Polymers Using Lamb Waves.” In <i>Fortschritte Der Akustik - DAGA 2022</i>, 1401–4, 2022.","apa":"Johannesmann, S., Claes, L., &#38; Henning, B. (2022). Estimation of viscoelastic material parameters of polymers using Lamb waves. <i>Fortschritte Der Akustik - DAGA 2022</i>, 1401–1404.","mla":"Johannesmann, Sarah, et al. “Estimation of Viscoelastic Material Parameters of Polymers Using Lamb Waves.” <i>Fortschritte Der Akustik - DAGA 2022</i>, 2022, pp. 1401–04.","short":"S. Johannesmann, L. Claes, B. Henning, in: Fortschritte Der Akustik - DAGA 2022, 2022, pp. 1401–1404.","bibtex":"@inproceedings{Johannesmann_Claes_Henning_2022, title={Estimation of viscoelastic material parameters of polymers using Lamb waves}, booktitle={Fortschritte der Akustik - DAGA 2022}, author={Johannesmann, Sarah and Claes, Leander and Henning, Bernd}, year={2022}, pages={1401–1404} }"},"page":"1401-1404","year":"2022","author":[{"first_name":"Sarah","last_name":"Johannesmann","full_name":"Johannesmann, Sarah","id":"29190"},{"full_name":"Claes, Leander","id":"11829","last_name":"Claes","orcid":"0000-0002-4393-268X","first_name":"Leander"},{"first_name":"Bernd","id":"213","full_name":"Henning, Bernd","last_name":"Henning"}],"date_created":"2019-01-09T15:59:54Z","date_updated":"2023-10-23T06:58:41Z","conference":{"start_date":"2022-03-21","name":"DAGA 2022 - 48. Jahrestagung für Akustik","location":"Stuttgart","end_date":"2022-03-24"},"title":"Estimation of viscoelastic material parameters of polymers using Lamb waves","type":"conference","publication":"Fortschritte der Akustik - DAGA 2022","file":[{"success":1,"relation":"main_file","content_type":"application/pdf","file_size":1104577,"access_level":"closed","file_id":"30668","file_name":"daga2022_joh.pdf","date_updated":"2022-03-28T14:39:01Z","date_created":"2022-03-28T14:39:01Z","creator":"leanderc"}],"status":"public","user_id":"11829","department":[{"_id":"49"}],"project":[{"name":"VaMP: Vollständige Bestimmung der akustischen Materialparameter von Polymeren","_id":"89","grant_number":"409779252"},{"_id":"105","name":"LaWaMoRe: Vermiedene Kreuzungen von Lamb-Wellenmoden in mehrlagigen Strukturen","grant_number":"449607253"},{"name":"FaMOUS: Ein ultraschallbasiertes Messverfahren unter Berücksichtigung viskoelastischer Eigenschaften zur Charakterisierung der Faser-Matrix-Haftung bei Organoblechen sowie deren realitätsnahe Modellierung","_id":"157","grant_number":"495847374"}],"_id":"6588","file_date_updated":"2022-03-28T14:39:01Z","language":[{"iso":"eng"}],"ddc":["620"]},{"type":"misc","status":"public","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"},{"grant_number":"495847374","_id":"157","name":"FaMOUS: Ein ultraschallbasiertes Messverfahren unter Berücksichtigung viskoelastischer Eigenschaften zur Charakterisierung der Faser-Matrix-Haftung bei Organoblechen sowie deren realitätsnahe Modellierung"}],"_id":"6560","user_id":"11829","department":[{"_id":"49"}],"language":[{"iso":"eng"}],"year":"2022","place":"Workshop \"Messtechnische Anwendungen von Ultraschall\", Drübeck","citation":{"apa":"Johannesmann, S. (2022). <i>Inverses Verfahren zur Bestimmung viskoelastischer Materialparameter</i>.","short":"S. Johannesmann, Inverses Verfahren Zur Bestimmung Viskoelastischer Materialparameter, Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck, 2022.","bibtex":"@book{Johannesmann_2022, place={Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck}, title={Inverses Verfahren zur Bestimmung viskoelastischer Materialparameter}, author={Johannesmann, Sarah}, year={2022} }","mla":"Johannesmann, Sarah. <i>Inverses Verfahren Zur Bestimmung Viskoelastischer Materialparameter</i>. 2022.","ieee":"S. Johannesmann, <i>Inverses Verfahren zur Bestimmung viskoelastischer Materialparameter</i>. Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck, 2022.","chicago":"Johannesmann, Sarah. <i>Inverses Verfahren Zur Bestimmung Viskoelastischer Materialparameter</i>. Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck, 2022.","ama":"Johannesmann S. <i>Inverses Verfahren Zur Bestimmung Viskoelastischer Materialparameter</i>.; 2022."},"date_updated":"2023-10-23T06:58:06Z","date_created":"2019-01-09T14:37:07Z","author":[{"first_name":"Sarah","full_name":"Johannesmann, Sarah","id":"29190","last_name":"Johannesmann"}],"title":"Inverses Verfahren zur Bestimmung viskoelastischer Materialparameter"},{"main_file_link":[{"open_access":"1","url":"https://www.daz-portal.de/de/rezensionen/pdf-dateien-rezensionen/22-rezensionsrunde/2_boettger-rezensiert-michalak-doell.pdf"}],"title":"Lydia Böttger (Universität Paderborn) rezensiert: Michalak, Magdalena; Döll, Marion (Hrsg.) (2021): Lehrwerke und Lehrmaterialien im Kontext des Deutschen als Zweitsprache und der sprachlichen Bildung. [Deutsch als Zweitsprache Positionen, Perspektiven, Potenziale, Bd. 2]. Münster, New York: Waxmann, 164 Seiten. ISBN 978-3-8309-4105-7.","author":[{"first_name":"Lydia","full_name":"Böttger, Lydia","id":"65153","last_name":"Böttger"}],"date_created":"2023-01-10T23:13:42Z","oa":"1","date_updated":"2023-10-24T15:49:01Z","citation":{"bibtex":"@article{Böttger_2022, title={Lydia Böttger (Universität Paderborn) rezensiert: Michalak, Magdalena; Döll, Marion (Hrsg.) (2021): Lehrwerke und Lehrmaterialien im Kontext des Deutschen als Zweitsprache und der sprachlichen Bildung. [Deutsch als Zweitsprache Positionen, Perspektiven, Potenziale, Bd. 2]. Münster, New York: Waxmann, 164 Seiten. ISBN 978-3-8309-4105-7.}, journal={www.daz-portal.de}, author={Böttger, Lydia}, year={2022} }","mla":"Böttger, Lydia. “Lydia Böttger (Universität Paderborn) rezensiert: Michalak, Magdalena; Döll, Marion (Hrsg.) (2021): Lehrwerke und Lehrmaterialien im Kontext des Deutschen als Zweitsprache und der sprachlichen Bildung. [Deutsch als Zweitsprache Positionen, Perspektiven, Potenziale, Bd. 2]. Münster, New York: Waxmann, 164 Seiten. ISBN 978-3-8309-4105-7.” <i>www.daz-portal.de</i>, 2022.","short":"L. Böttger, www.daz-portal.de (2022).","apa":"Böttger, L. (2022). Lydia Böttger (Universität Paderborn) rezensiert: Michalak, Magdalena; Döll, Marion (Hrsg.) (2021): Lehrwerke und Lehrmaterialien im Kontext des Deutschen als Zweitsprache und der sprachlichen Bildung. [Deutsch als Zweitsprache Positionen, Perspektiven, Potenziale, Bd. 2]. Münster, New York: Waxmann, 164 Seiten. ISBN 978-3-8309-4105-7. In <i>www.daz-portal.de</i>.","ieee":"L. Böttger, “Lydia Böttger (Universität Paderborn) rezensiert: Michalak, Magdalena; Döll, Marion (Hrsg.) (2021): Lehrwerke und Lehrmaterialien im Kontext des Deutschen als Zweitsprache und der sprachlichen Bildung. [Deutsch als Zweitsprache Positionen, Perspektiven, Potenziale, Bd. 2]. Münster, New York: Waxmann, 164 Seiten. ISBN 978-3-8309-4105-7.,” <i>www.daz-portal.de</i>. 2022.","chicago":"Böttger, Lydia. “Lydia Böttger (Universität Paderborn) rezensiert: Michalak, Magdalena; Döll, Marion (Hrsg.) (2021): Lehrwerke und Lehrmaterialien im Kontext des Deutschen als Zweitsprache und der sprachlichen Bildung. [Deutsch als Zweitsprache Positionen, Perspektiven, Potenziale, Bd. 2]. Münster, New York: Waxmann, 164 Seiten. ISBN 978-3-8309-4105-7.” <i>www.daz-portal.de</i>, 2022.","ama":"Böttger L. Lydia Böttger (Universität Paderborn) rezensiert: Michalak, Magdalena; Döll, Marion (Hrsg.) (2021): Lehrwerke und Lehrmaterialien im Kontext des Deutschen als Zweitsprache und der sprachlichen Bildung. [Deutsch als Zweitsprache Positionen, Perspektiven, Potenziale, Bd. 2]. Münster, New York: Waxmann, 164 Seiten. ISBN 978-3-8309-4105-7. <i>www.daz-portal.de</i>. Published online 2022."},"year":"2022","publication_status":"published","language":[{"iso":"ger"}],"user_id":"65153","department":[{"_id":"597"}],"publication_date":"20220102","_id":"35901","status":"public","type":"review","publication":"www.daz-portal.de"},{"user_id":"38524","series_title":"CDE Studies","_id":"36277","language":[{"iso":"eng"}],"type":"book_chapter","publication":"Twenty-First Century Anxieties: Dys/Utopian Spaces and Contexts in Contemporary British Theatre","status":"public","editor":[{"last_name":"Tönnies","full_name":"Tönnies, Merle","first_name":"Merle"},{"first_name":" Eckart","full_name":"Voigts,  Eckart","last_name":"Voigts"}],"author":[{"last_name":"Schneider","id":"38524","full_name":"Schneider, Julia Christina","first_name":"Julia Christina"}],"date_created":"2023-01-12T07:54:55Z","volume":32,"date_updated":"2023-10-25T07:02:11Z","title":"Performing Utopia? The Contestation of Dystopian Space in Cecelia Ahern's Flawed-Series","publication_identifier":{"unknown":["978-3-11-075819-1"]},"citation":{"apa":"Schneider, J. C. (2022). Performing Utopia? The Contestation of Dystopian Space in Cecelia Ahern’s Flawed-Series. In M. Tönnies,  Eckart Voigts, &#38; The German Society for Contemporary Theatre and Drama in English (Eds.), <i>Twenty-First Century Anxieties: Dys/Utopian Spaces and Contexts in Contemporary British Theatre</i> (Vol. 32, pp. 73–86).","bibtex":"@inbook{Schneider_2022, series={CDE Studies}, title={Performing Utopia? The Contestation of Dystopian Space in Cecelia Ahern’s Flawed-Series}, volume={32}, booktitle={Twenty-First Century Anxieties: Dys/Utopian Spaces and Contexts in Contemporary British Theatre}, author={Schneider, Julia Christina}, editor={Tönnies, Merle and Voigts,  Eckart and The German Society for Contemporary Theatre and Drama in English}, year={2022}, pages={73–86}, collection={CDE Studies} }","mla":"Schneider, Julia Christina. “Performing Utopia? The Contestation of Dystopian Space in Cecelia Ahern’s Flawed-Series.” <i>Twenty-First Century Anxieties: Dys/Utopian Spaces and Contexts in Contemporary British Theatre</i>, edited by Merle Tönnies et al., vol. 32, 2022, pp. 73–86.","short":"J.C. Schneider, in: M. Tönnies,  Eckart Voigts, The German Society for Contemporary Theatre and Drama in English (Eds.), Twenty-First Century Anxieties: Dys/Utopian Spaces and Contexts in Contemporary British Theatre, 2022, pp. 73–86.","ama":"Schneider JC. Performing Utopia? The Contestation of Dystopian Space in Cecelia Ahern’s Flawed-Series. In: Tönnies M, Voigts  Eckart, The German Society for Contemporary Theatre and Drama in English, eds. <i>Twenty-First Century Anxieties: Dys/Utopian Spaces and Contexts in Contemporary British Theatre</i>. Vol 32. CDE Studies. ; 2022:73-86.","ieee":"J. C. Schneider, “Performing Utopia? The Contestation of Dystopian Space in Cecelia Ahern’s Flawed-Series,” in <i>Twenty-First Century Anxieties: Dys/Utopian Spaces and Contexts in Contemporary British Theatre</i>, vol. 32, M. Tönnies,  Eckart Voigts, and The German Society for Contemporary Theatre and Drama in English, Eds. 2022, pp. 73–86.","chicago":"Schneider, Julia Christina. “Performing Utopia? The Contestation of Dystopian Space in Cecelia Ahern’s Flawed-Series.” In <i>Twenty-First Century Anxieties: Dys/Utopian Spaces and Contexts in Contemporary British Theatre</i>, edited by Merle Tönnies,  Eckart Voigts, and The German Society for Contemporary Theatre and Drama in English, 32:73–86. CDE Studies, 2022."},"intvolume":"        32","corporate_editor":["The German Society for Contemporary Theatre and Drama in English"],"page":"73-86","year":"2022"},{"file":[{"date_updated":"2023-07-15T16:16:12Z","date_created":"2023-07-15T16:16:12Z","creator":"mikuhl","file_size":303863,"access_level":"closed","file_name":"kuhlmann22_interspeech.pdf","file_id":"46070","content_type":"application/pdf","success":1,"relation":"main_file"}],"publication":"Interspeech 2022","ddc":["000"],"language":[{"iso":"eng"}],"year":"2022","quality_controlled":"1","title":"Investigation into Target Speaking Rate Adaptation for Voice Conversion","publisher":"ISCA","date_created":"2022-10-21T06:50:59Z","status":"public","type":"conference","file_date_updated":"2023-07-15T16:16:12Z","_id":"33857","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"department":[{"_id":"54"}],"user_id":"34851","citation":{"ieee":"M. Kuhlmann, F. Seebauer, J. Ebbers, P. Wagner, and R. Haeb-Umbach, “Investigation into Target Speaking Rate Adaptation for Voice Conversion,” 2022, doi: <a href=\"https://doi.org/10.21437/interspeech.2022-10740\">10.21437/interspeech.2022-10740</a>.","chicago":"Kuhlmann, Michael, Fritz Seebauer, Janek Ebbers, Petra Wagner, and Reinhold Haeb-Umbach. “Investigation into Target Speaking Rate Adaptation for Voice Conversion.” In <i>Interspeech 2022</i>. ISCA, 2022. <a href=\"https://doi.org/10.21437/interspeech.2022-10740\">https://doi.org/10.21437/interspeech.2022-10740</a>.","ama":"Kuhlmann M, Seebauer F, Ebbers J, Wagner P, Haeb-Umbach R. Investigation into Target Speaking Rate Adaptation for Voice Conversion. In: <i>Interspeech 2022</i>. ISCA; 2022. doi:<a href=\"https://doi.org/10.21437/interspeech.2022-10740\">10.21437/interspeech.2022-10740</a>","apa":"Kuhlmann, M., Seebauer, F., Ebbers, J., Wagner, P., &#38; Haeb-Umbach, R. (2022). Investigation into Target Speaking Rate Adaptation for Voice Conversion. <i>Interspeech 2022</i>. <a href=\"https://doi.org/10.21437/interspeech.2022-10740\">https://doi.org/10.21437/interspeech.2022-10740</a>","mla":"Kuhlmann, Michael, et al. “Investigation into Target Speaking Rate Adaptation for Voice Conversion.” <i>Interspeech 2022</i>, ISCA, 2022, doi:<a href=\"https://doi.org/10.21437/interspeech.2022-10740\">10.21437/interspeech.2022-10740</a>.","bibtex":"@inproceedings{Kuhlmann_Seebauer_Ebbers_Wagner_Haeb-Umbach_2022, title={Investigation into Target Speaking Rate Adaptation for Voice Conversion}, DOI={<a href=\"https://doi.org/10.21437/interspeech.2022-10740\">10.21437/interspeech.2022-10740</a>}, booktitle={Interspeech 2022}, publisher={ISCA}, author={Kuhlmann, Michael and Seebauer, Fritz and Ebbers, Janek and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2022} }","short":"M. Kuhlmann, F. Seebauer, J. Ebbers, P. Wagner, R. Haeb-Umbach, in: Interspeech 2022, ISCA, 2022."},"has_accepted_license":"1","publication_status":"published","doi":"10.21437/interspeech.2022-10740","main_file_link":[{"open_access":"1","url":"https://www.isca-speech.org/archive/pdfs/interspeech_2022/kuhlmann22_interspeech.pdf"}],"date_updated":"2023-10-25T09:04:45Z","oa":"1","author":[{"last_name":"Kuhlmann","id":"49871","full_name":"Kuhlmann, Michael","first_name":"Michael"},{"first_name":"Fritz","full_name":"Seebauer, Fritz","last_name":"Seebauer"},{"first_name":"Janek","last_name":"Ebbers","id":"34851","full_name":"Ebbers, Janek"},{"full_name":"Wagner, Petra","last_name":"Wagner","first_name":"Petra"},{"first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242","last_name":"Haeb-Umbach"}]}]