[{"language":[{"iso":"eng"}],"user_id":"70423","_id":"49336","status":"public","type":"review","publication":"Theologische Revue ","title":"Cho, Bernardo K., \"Royal Messianism and the Jerusalem Priesthood in the Gospel of Mark\"","date_created":"2023-11-29T13:20:35Z","author":[{"full_name":"Breuer, Saskia Rebecca","id":"70423","last_name":"Breuer","first_name":"Saskia Rebecca"}],"volume":"118 ","date_updated":"2023-11-29T13:25:36Z","citation":{"ama":"Breuer SR. Cho, Bernardo K., “Royal Messianism and the Jerusalem Priesthood in the Gospel of Mark.” <i>Theologische Revue </i>. 2022;118.","chicago":"Breuer, Saskia Rebecca. “Cho, Bernardo K., ‘Royal Messianism and the Jerusalem Priesthood in the Gospel of Mark.’” <i>Theologische Revue </i>, 2022.","ieee":"S. R. Breuer, “Cho, Bernardo K., ‘Royal Messianism and the Jerusalem Priesthood in the Gospel of Mark,’” <i>Theologische Revue </i>, vol. 118. 2022.","bibtex":"@article{Breuer_2022, title={Cho, Bernardo K., “Royal Messianism and the Jerusalem Priesthood in the Gospel of Mark”}, volume={118}, journal={Theologische Revue }, author={Breuer, Saskia Rebecca}, year={2022} }","short":"S.R. Breuer, Theologische Revue  118 (2022).","mla":"Breuer, Saskia Rebecca. “Cho, Bernardo K., ‘Royal Messianism and the Jerusalem Priesthood in the Gospel of Mark.’” <i>Theologische Revue </i>, vol. 118, 2022.","apa":"Breuer, S. R. (2022). Cho, Bernardo K., “Royal Messianism and the Jerusalem Priesthood in the Gospel of Mark.” In <i>Theologische Revue </i> (Vol. 118)."},"year":"2022"},{"author":[{"first_name":"Christina","last_name":"Bartz","full_name":"Bartz, Christina","id":"21546"}],"date_created":"2023-10-05T16:26:48Z","publisher":" de Gruyter","date_updated":"2023-10-05T16:28:11Z","title":"Teilen und die mediale Logik des Dabei-seins","publication_status":"published","publication_identifier":{"isbn":["9783110676228","9783110679137"]},"citation":{"apa":"Bartz, C. (2022). Teilen und die mediale Logik des Dabei-seins. In A. Ganzert, P. Hauser, &#38; I. Otto (Eds.), <i>Following. Ein Kompendium zu Medien der Gefolgschaft und Prozesse des Folgens</i>.  de Gruyter.","short":"C. Bartz, in: A. Ganzert, P. Hauser, I. Otto (Eds.), Following. 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Friedrich Verlag."},"language":[{"iso":"ger"}],"_id":"47875","user_id":"67302","status":"public","type":"book"},{"type":"book","year":"2022","status":"public","citation":{"ama":"Tenberge C, von Braunmühl S. <i>Ich und die anderen. Persönliche Beziehungen. Zyklus 3. </i>. Friedrich Verlag; 2022.","ieee":"C. Tenberge and S. von Braunmühl, <i>Ich und die anderen. Persönliche Beziehungen. Zyklus 3. </i>. Friedrich Verlag, 2022.","chicago":"Tenberge, Claudia, and Susanne von Braunmühl. <i>Ich und die anderen. Persönliche Beziehungen. Zyklus 3. </i>. Friedrich Verlag, 2022.","apa":"Tenberge, C., &#38; von Braunmühl, S. (2022). <i>Ich und die anderen. Persönliche Beziehungen. Zyklus 3. </i>. Friedrich Verlag.","bibtex":"@book{Tenberge_von Braunmühl_2022, title={Ich und die anderen. Persönliche Beziehungen. Zyklus 3. }, publisher={Friedrich Verlag}, author={Tenberge, Claudia and von Braunmühl, Susanne}, year={2022} }","mla":"Tenberge, Claudia, and Susanne von Braunmühl. <i>Ich und die anderen. Persönliche Beziehungen. Zyklus 3. </i>. Friedrich Verlag, 2022.","short":"C. Tenberge, S. von Braunmühl, Ich und die anderen. Persönliche Beziehungen. Zyklus 3. , Friedrich Verlag, 2022."},"_id":"47880","date_updated":"2023-10-09T13:22:22Z","publisher":"Friedrich Verlag","date_created":"2023-10-09T13:22:19Z","author":[{"first_name":"Claudia","id":"67302","full_name":"Tenberge, Claudia","last_name":"Tenberge"},{"full_name":"von Braunmühl, Susanne","last_name":"von Braunmühl","first_name":"Susanne"}],"user_id":"67302","title":"Ich und die anderen. Persönliche Beziehungen. Zyklus 3. ","language":[{"iso":"ger"}]},{"_id":"47878","user_id":"67302","language":[{"iso":"ger"}],"type":"book","status":"public","date_updated":"2023-10-09T13:21:14Z","publisher":"Friedrich Verlag","author":[{"first_name":"Claudia","last_name":"Tenberge","id":"67302","full_name":"Tenberge, Claudia"},{"last_name":"von Braunmühl","full_name":"von Braunmühl, Susanne","first_name":"Susanne"}],"date_created":"2023-10-09T13:21:10Z","title":"Ich. Orientierung und Entwicklung. Zyklus 3. ","year":"2022","citation":{"short":"C. Tenberge, S. von Braunmühl, Ich. Orientierung und Entwicklung. Zyklus 3. , Friedrich Verlag, 2022.","bibtex":"@book{Tenberge_von Braunmühl_2022, title={Ich. Orientierung und Entwicklung. Zyklus 3. }, publisher={Friedrich Verlag}, author={Tenberge, Claudia and von Braunmühl, Susanne}, year={2022} }","mla":"Tenberge, Claudia, and Susanne von Braunmühl. <i>Ich. Orientierung und Entwicklung. Zyklus 3. </i>. Friedrich Verlag, 2022.","apa":"Tenberge, C., &#38; von Braunmühl, S. (2022). <i>Ich. Orientierung und Entwicklung. Zyklus 3. </i>. Friedrich Verlag.","ama":"Tenberge C, von Braunmühl S. <i>Ich. Orientierung und Entwicklung. Zyklus 3. </i>. Friedrich Verlag; 2022.","chicago":"Tenberge, Claudia, and Susanne von Braunmühl. <i>Ich. Orientierung und Entwicklung. Zyklus 3. </i>. Friedrich Verlag, 2022.","ieee":"C. Tenberge and S. von Braunmühl, <i>Ich. Orientierung und Entwicklung. Zyklus 3. </i>. Friedrich Verlag, 2022."}},{"date_updated":"2023-10-11T08:46:57Z","volume":30,"author":[{"full_name":"Rix, Jan","last_name":"Rix","first_name":"Jan"},{"first_name":"Michael","last_name":"Rüsing","orcid":"0000-0003-4682-4577","full_name":"Rüsing, Michael","id":"22501"},{"first_name":"Roberta","last_name":"Galli","full_name":"Galli, Roberta"},{"full_name":"Golde, Jonas","last_name":"Golde","first_name":"Jonas"},{"first_name":"Sven","last_name":"Reitzig","full_name":"Reitzig, Sven"},{"last_name":"Eng","full_name":"Eng, Lukas M.","first_name":"Lukas M."},{"first_name":"Edmund","full_name":"Koch, Edmund","last_name":"Koch"}],"doi":"10.1364/oe.447554","publication_identifier":{"issn":["1094-4087"]},"publication_status":"published","intvolume":"        30","citation":{"apa":"Rix, J., Rüsing, M., Galli, R., Golde, J., Reitzig, S., Eng, L. M., &#38; Koch, E. (2022). Brillouin and Raman imaging of domain walls in periodically-poled 5%-MgO:LiNbO3. <i>Optics Express</i>, <i>30</i>(4), Article 5051. <a href=\"https://doi.org/10.1364/oe.447554\">https://doi.org/10.1364/oe.447554</a>","short":"J. Rix, M. Rüsing, R. Galli, J. Golde, S. Reitzig, L.M. Eng, E. Koch, Optics Express 30 (2022).","mla":"Rix, Jan, et al. “Brillouin and Raman Imaging of Domain Walls in Periodically-Poled 5%-MgO:LiNbO3.” <i>Optics Express</i>, vol. 30, no. 4, 5051, Optica Publishing Group, 2022, doi:<a href=\"https://doi.org/10.1364/oe.447554\">10.1364/oe.447554</a>.","bibtex":"@article{Rix_Rüsing_Galli_Golde_Reitzig_Eng_Koch_2022, title={Brillouin and Raman imaging of domain walls in periodically-poled 5%-MgO:LiNbO3}, volume={30}, DOI={<a href=\"https://doi.org/10.1364/oe.447554\">10.1364/oe.447554</a>}, number={45051}, journal={Optics Express}, publisher={Optica Publishing Group}, author={Rix, Jan and Rüsing, Michael and Galli, Roberta and Golde, Jonas and Reitzig, Sven and Eng, Lukas M. and Koch, Edmund}, year={2022} }","ama":"Rix J, Rüsing M, Galli R, et al. Brillouin and Raman imaging of domain walls in periodically-poled 5%-MgO:LiNbO3. <i>Optics Express</i>. 2022;30(4). doi:<a href=\"https://doi.org/10.1364/oe.447554\">10.1364/oe.447554</a>","ieee":"J. Rix <i>et al.</i>, “Brillouin and Raman imaging of domain walls in periodically-poled 5%-MgO:LiNbO3,” <i>Optics Express</i>, vol. 30, no. 4, Art. no. 5051, 2022, doi: <a href=\"https://doi.org/10.1364/oe.447554\">10.1364/oe.447554</a>.","chicago":"Rix, Jan, Michael Rüsing, Roberta Galli, Jonas Golde, Sven Reitzig, Lukas M. Eng, and Edmund Koch. “Brillouin and Raman Imaging of Domain Walls in Periodically-Poled 5%-MgO:LiNbO3.” <i>Optics Express</i> 30, no. 4 (2022). <a href=\"https://doi.org/10.1364/oe.447554\">https://doi.org/10.1364/oe.447554</a>."},"_id":"47980","user_id":"22501","article_type":"original","article_number":"5051","extern":"1","type":"journal_article","status":"public","publisher":"Optica Publishing Group","date_created":"2023-10-11T08:46:35Z","title":"Brillouin and Raman imaging of domain walls in periodically-poled 5%-MgO:LiNbO3","quality_controlled":"1","issue":"4","year":"2022","keyword":["Atomic and Molecular Physics","and Optics"],"language":[{"iso":"eng"}],"publication":"Optics Express","abstract":[{"lang":"eng","text":"Recently, ferroelectric domain walls (DWs) have attracted considerable attention due to their intrinsic topological effects and their huge potential for optoelectronic applications. In contrast, many of the underlying physical properties and phenomena are not well characterized. In this regard, analyzing the vibrational properties, e.g. by Raman spectroscopy, provides direct access to the various local material properties, such as strains, defects or electric fields. While the optical phonon spectra of DWs have been widely investigated in the past, no reports on the acoustic phonon properties of DWs exist. In this work, we present a joint Raman and Brillouin visualization of ferroelectric DWs in the model ferroelectric lithium niobate. This is possible by using a combined Raman and virtually imaged phased array Brillouin setup. Here, we show that DWs can be visualized via frequency shifts observed in the acoustic phonons, as well. The observed contrast then is qualitatively explained by models adapted from Raman spectroscopy. This work, hence, provides a novel route to study ferroelectric DWs and their intrinsic mechanical properties."}]},{"type":"book_chapter","publication":"Im Nationalsozialismus","status":"public","_id":"37422","user_id":"17386","department":[{"_id":"745"}],"keyword":["Kommunikationsgeschichte"],"language":[{"iso":"ger"}],"publication_status":"published","place":"Göttingen","year":"2022","citation":{"chicago":"Markewitz, Friedrich, and Britt-Marie Schuster. “Denkschrift.” In <i>Im Nationalsozialismus</i>. Göttingen: V&#38;R unipress, 2022. <a href=\"https://doi.org/10.14220/9783737014601.223\">https://doi.org/10.14220/9783737014601.223</a>.","ieee":"F. Markewitz and B.-M. Schuster, “Denkschrift,” in <i>Im Nationalsozialismus</i>, Göttingen: V&#38;R unipress, 2022.","ama":"Markewitz F, Schuster B-M. Denkschrift. In: <i>Im Nationalsozialismus</i>. 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M. (2022). CARS Domain-Wall Analysis in single-crystalline Lithium Niobate. <i>OSA Nonlinear Optics 2021</i>. OSA Nonlinear Optics 2021, Washington D.C., USA; Online. <a href=\"https://doi.org/10.1364/nlo.2021.nth3a.7\">https://doi.org/10.1364/nlo.2021.nth3a.7</a>","mla":"Reitzig, Sven, et al. “CARS Domain-Wall Analysis in Single-Crystalline Lithium Niobate.” <i>OSA Nonlinear Optics 2021</i>, Optica Publishing Group, 2022, doi:<a href=\"https://doi.org/10.1364/nlo.2021.nth3a.7\">10.1364/nlo.2021.nth3a.7</a>.","short":"S. Reitzig, F. Hempel, M. Rüsing, L.M. Eng, in: OSA Nonlinear Optics 2021, Optica Publishing Group, 2022.","bibtex":"@inproceedings{Reitzig_Hempel_Rüsing_Eng_2022, title={CARS Domain-Wall Analysis in single-crystalline Lithium Niobate}, DOI={<a href=\"https://doi.org/10.1364/nlo.2021.nth3a.7\">10.1364/nlo.2021.nth3a.7</a>}, booktitle={OSA Nonlinear Optics 2021}, publisher={Optica Publishing Group}, author={Reitzig, Sven and Hempel, Franz and Rüsing, Michael and Eng, Lukas M.}, year={2022} }","ama":"Reitzig S, Hempel F, Rüsing M, Eng LM. CARS Domain-Wall Analysis in single-crystalline Lithium Niobate. In: <i>OSA Nonlinear Optics 2021</i>. Optica Publishing Group; 2022. doi:<a href=\"https://doi.org/10.1364/nlo.2021.nth3a.7\">10.1364/nlo.2021.nth3a.7</a>","ieee":"S. Reitzig, F. Hempel, M. Rüsing, and L. M. Eng, “CARS Domain-Wall Analysis in single-crystalline Lithium Niobate,” presented at the OSA Nonlinear Optics 2021, Washington D.C., USA; Online, 2022, doi: <a href=\"https://doi.org/10.1364/nlo.2021.nth3a.7\">10.1364/nlo.2021.nth3a.7</a>.","chicago":"Reitzig, Sven, Franz Hempel, Michael Rüsing, and Lukas M. Eng. “CARS Domain-Wall Analysis in Single-Crystalline Lithium Niobate.” In <i>OSA Nonlinear Optics 2021</i>. Optica Publishing Group, 2022. <a href=\"https://doi.org/10.1364/nlo.2021.nth3a.7\">https://doi.org/10.1364/nlo.2021.nth3a.7</a>."},"year":"2022","publication_status":"published","quality_controlled":"1","language":[{"iso":"eng"}],"extern":"1","user_id":"22501","_id":"47971","status":"public","abstract":[{"text":"<jats:p>We apply coherent anti-Stokes Raman scattering (CARS) for high-speed imaging of domain walls in lithium niobate. The domain wall signature provides similar spectral features as in spontaneous Raman spectroscopy, however at drastically increased scan speeds.</jats:p>","lang":"eng"}],"type":"conference","publication":"OSA Nonlinear Optics 2021"},{"doi":"10.1364/nlo.2021.nf1b.6","conference":{"name":"OSA Nonlinear Optics 2021","start_date":"2021-8-9","end_date":"2021-8-13","location":"Washington D.C., USA; Online"},"title":"Second-harmonic microscopy in optically confining nanostructures","author":[{"last_name":"Amber","full_name":"Amber, Zeeshan H.","first_name":"Zeeshan H."},{"full_name":"Kirbus, Benjamin","last_name":"Kirbus","first_name":"Benjamin"},{"first_name":"Michael","full_name":"Rüsing, Michael","id":"22501","orcid":"0000-0003-4682-4577","last_name":"Rüsing"},{"full_name":"Eng, Lukas M.","last_name":"Eng","first_name":"Lukas M."}],"date_created":"2023-10-11T08:24:55Z","date_updated":"2023-10-13T12:18:48Z","publisher":"Optica Publishing Group","citation":{"apa":"Amber, Z. H., Kirbus, B., Rüsing, M., &#38; Eng, L. M. (2022). Second-harmonic microscopy in optically confining nanostructures. <i>OSA Nonlinear Optics 2021</i>. OSA Nonlinear Optics 2021, Washington D.C., USA; Online. <a href=\"https://doi.org/10.1364/nlo.2021.nf1b.6\">https://doi.org/10.1364/nlo.2021.nf1b.6</a>","mla":"Amber, Zeeshan H., et al. “Second-Harmonic Microscopy in Optically Confining Nanostructures.” <i>OSA Nonlinear Optics 2021</i>, Optica Publishing Group, 2022, doi:<a href=\"https://doi.org/10.1364/nlo.2021.nf1b.6\">10.1364/nlo.2021.nf1b.6</a>.","short":"Z.H. Amber, B. Kirbus, M. Rüsing, L.M. Eng, in: OSA Nonlinear Optics 2021, Optica Publishing Group, 2022.","bibtex":"@inproceedings{Amber_Kirbus_Rüsing_Eng_2022, title={Second-harmonic microscopy in optically confining nanostructures}, DOI={<a href=\"https://doi.org/10.1364/nlo.2021.nf1b.6\">10.1364/nlo.2021.nf1b.6</a>}, booktitle={OSA Nonlinear Optics 2021}, publisher={Optica Publishing Group}, author={Amber, Zeeshan H. and Kirbus, Benjamin and Rüsing, Michael and Eng, Lukas M.}, year={2022} }","ama":"Amber ZH, Kirbus B, Rüsing M, Eng LM. Second-harmonic microscopy in optically confining nanostructures. In: <i>OSA Nonlinear Optics 2021</i>. Optica Publishing Group; 2022. doi:<a href=\"https://doi.org/10.1364/nlo.2021.nf1b.6\">10.1364/nlo.2021.nf1b.6</a>","chicago":"Amber, Zeeshan H., Benjamin Kirbus, Michael Rüsing, and Lukas M. Eng. “Second-Harmonic Microscopy in Optically Confining Nanostructures.” In <i>OSA Nonlinear Optics 2021</i>. Optica Publishing Group, 2022. <a href=\"https://doi.org/10.1364/nlo.2021.nf1b.6\">https://doi.org/10.1364/nlo.2021.nf1b.6</a>.","ieee":"Z. H. Amber, B. Kirbus, M. Rüsing, and L. M. Eng, “Second-harmonic microscopy in optically confining nanostructures,” presented at the OSA Nonlinear Optics 2021, Washington D.C., USA; Online, 2022, doi: <a href=\"https://doi.org/10.1364/nlo.2021.nf1b.6\">10.1364/nlo.2021.nf1b.6</a>."},"year":"2022","publication_status":"published","quality_controlled":"1","language":[{"iso":"eng"}],"user_id":"22501","_id":"47969","status":"public","abstract":[{"lang":"eng","text":"<jats:p>The influence of geometrical confinement in back-reflection Second-Harmonic microscopy is experimentally and theoretically investigated in the wedge-shaped model system lithium niobate. The co-propagating signal is found to be the dominating contribution.</jats:p>"}],"type":"conference","publication":"OSA Nonlinear Optics 2021"},{"title":"Broadband Coherent Anti-Stokes Raman Scattering on Solid State Systems","doi":"10.1364/nlo.2021.nf2b.6","conference":{"end_date":"2021-8-13","location":"Washington D.C., USA; Online","name":"OSA Nonlinear Optics 2021","start_date":"2021-8-9"},"date_updated":"2023-10-13T12:16:11Z","publisher":"Optica Publishing Group","author":[{"first_name":"Franz","full_name":"Hempel, Franz","last_name":"Hempel"},{"first_name":"Sven","last_name":"Reitzig","full_name":"Reitzig, Sven"},{"first_name":"Michael","id":"22501","full_name":"Rüsing, Michael","orcid":"0000-0003-4682-4577","last_name":"Rüsing"},{"first_name":"Lukas M.","last_name":"Eng","full_name":"Eng, Lukas M."}],"date_created":"2023-10-11T08:26:05Z","year":"2022","citation":{"ama":"Hempel F, Reitzig S, Rüsing M, Eng LM. Broadband Coherent Anti-Stokes Raman Scattering on Solid State Systems. In: <i>OSA Nonlinear Optics 2021</i>. Optica Publishing Group; 2022. doi:<a href=\"https://doi.org/10.1364/nlo.2021.nf2b.6\">10.1364/nlo.2021.nf2b.6</a>","ieee":"F. Hempel, S. Reitzig, M. Rüsing, and L. M. Eng, “Broadband Coherent Anti-Stokes Raman Scattering on Solid State Systems,” presented at the OSA Nonlinear Optics 2021, Washington D.C., USA; Online, 2022, doi: <a href=\"https://doi.org/10.1364/nlo.2021.nf2b.6\">10.1364/nlo.2021.nf2b.6</a>.","chicago":"Hempel, Franz, Sven Reitzig, Michael Rüsing, and Lukas M. Eng. “Broadband Coherent Anti-Stokes Raman Scattering on Solid State Systems.” In <i>OSA Nonlinear Optics 2021</i>. Optica Publishing Group, 2022. <a href=\"https://doi.org/10.1364/nlo.2021.nf2b.6\">https://doi.org/10.1364/nlo.2021.nf2b.6</a>.","mla":"Hempel, Franz, et al. “Broadband Coherent Anti-Stokes Raman Scattering on Solid State Systems.” <i>OSA Nonlinear Optics 2021</i>, Optica Publishing Group, 2022, doi:<a href=\"https://doi.org/10.1364/nlo.2021.nf2b.6\">10.1364/nlo.2021.nf2b.6</a>.","bibtex":"@inproceedings{Hempel_Reitzig_Rüsing_Eng_2022, title={Broadband Coherent Anti-Stokes Raman Scattering on Solid State Systems}, DOI={<a href=\"https://doi.org/10.1364/nlo.2021.nf2b.6\">10.1364/nlo.2021.nf2b.6</a>}, booktitle={OSA Nonlinear Optics 2021}, publisher={Optica Publishing Group}, author={Hempel, Franz and Reitzig, Sven and Rüsing, Michael and Eng, Lukas M.}, year={2022} }","short":"F. Hempel, S. Reitzig, M. Rüsing, L.M. Eng, in: OSA Nonlinear Optics 2021, Optica Publishing Group, 2022.","apa":"Hempel, F., Reitzig, S., Rüsing, M., &#38; Eng, L. M. (2022). Broadband Coherent Anti-Stokes Raman Scattering on Solid State Systems. <i>OSA Nonlinear Optics 2021</i>. OSA Nonlinear Optics 2021, Washington D.C., USA; Online. <a href=\"https://doi.org/10.1364/nlo.2021.nf2b.6\">https://doi.org/10.1364/nlo.2021.nf2b.6</a>"},"publication_status":"published","quality_controlled":"1","language":[{"iso":"eng"}],"_id":"47970","user_id":"22501","abstract":[{"lang":"eng","text":"We apply broadband coherent anti-Stokes Raman scattering, an imaging tech- nique mostly applied in biology, to the solid state system lithium niobate, where we show an enhanced full spectrum and a working signal transformation."}],"status":"public","type":"conference","publication":"OSA Nonlinear Optics 2021"},{"language":[{"iso":"eng"}],"department":[{"_id":"34"},{"_id":"819"}],"user_id":"15504","_id":"46306","status":"public","abstract":[{"lang":"eng","text":"Hyperparameter optimization (HPO) is a key component of machine learning models for achieving peak predictive performance. While numerous methods and algorithms for HPO have been proposed over the last years, little progress has been made in illuminating and examining the actual structure of these black-box optimization problems. Exploratory landscape analysis (ELA) subsumes a set of techniques that can be used to gain knowledge about properties of unknown optimization problems. In this paper, we evaluate the performance of five different black-box optimizers on 30 HPO problems, which consist of two-, three- and five-dimensional continuous search spaces of the XGBoost learner trained on 10 different data sets. This is contrasted with the performance of the same optimizers evaluated on 360 problem instances from the black-box optimization benchmark (BBOB). We then compute ELA features on the HPO and BBOB problems and examine similarities and differences. A cluster analysis of the HPO and BBOB problems in ELA feature space allows us to identify how the HPO problems compare to the BBOB problems on a structural meta-level. We identify a subset of BBOB problems that are close to the HPO problems in ELA feature space and show that optimizer performance is comparably similar on these two sets of benchmark problems. We highlight open challenges of ELA for HPO and discuss potential directions of future research and applications."}],"editor":[{"first_name":"Günter","full_name":"Rudolph, Günter","last_name":"Rudolph"},{"first_name":"Anna V.","last_name":"Kononova","full_name":"Kononova, Anna V."},{"full_name":"Aguirre, Hernán","last_name":"Aguirre","first_name":"Hernán"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"full_name":"Ochoa, Gabriela","last_name":"Ochoa","first_name":"Gabriela"},{"first_name":"Tea","last_name":"Tušar","full_name":"Tušar, Tea"}],"publication":"Parallel Problem Solving from Nature — PPSN XVII","type":"conference","doi":"10.1007/978-3-031-14714-2_40","title":"HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis","date_created":"2023-08-04T07:15:16Z","author":[{"first_name":"Lennart","last_name":"Schneider","full_name":"Schneider, Lennart"},{"last_name":"Schäpermeier","full_name":"Schäpermeier, Lennart","first_name":"Lennart"},{"last_name":"Prager","full_name":"Prager, Raphael Patrick","first_name":"Raphael Patrick"},{"first_name":"Bernd","full_name":"Bischl, Bernd","last_name":"Bischl"},{"first_name":"Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann","id":"100740","full_name":"Trautmann, Heike"},{"full_name":"Kerschke, Pascal","last_name":"Kerschke","first_name":"Pascal"}],"date_updated":"2023-10-16T12:51:27Z","publisher":"Springer International Publishing","page":"575–589","citation":{"mla":"Schneider, Lennart, et al. “HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis.” <i>Parallel Problem Solving from Nature — PPSN XVII</i>, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 575–589, doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_40\">10.1007/978-3-031-14714-2_40</a>.","bibtex":"@inproceedings{Schneider_Schäpermeier_Prager_Bischl_Trautmann_Kerschke_2022, place={Cham}, title={HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-14714-2_40\">10.1007/978-3-031-14714-2_40</a>}, booktitle={Parallel Problem Solving from Nature — PPSN XVII}, publisher={Springer International Publishing}, author={Schneider, Lennart and Schäpermeier, Lennart and Prager, Raphael Patrick and Bischl, Bernd and Trautmann, Heike and Kerschke, Pascal}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tušar, Tea}, year={2022}, pages={575–589} }","short":"L. Schneider, L. Schäpermeier, R.P. Prager, B. Bischl, H. Trautmann, P. Kerschke, in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tušar (Eds.), Parallel Problem Solving from Nature — PPSN XVII, Springer International Publishing, Cham, 2022, pp. 575–589.","apa":"Schneider, L., Schäpermeier, L., Prager, R. P., Bischl, B., Trautmann, H., &#38; Kerschke, P. (2022). HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &#38; T. Tušar (Eds.), <i>Parallel Problem Solving from Nature — PPSN XVII</i> (pp. 575–589). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_40\">https://doi.org/10.1007/978-3-031-14714-2_40</a>","ama":"Schneider L, Schäpermeier L, Prager RP, Bischl B, Trautmann H, Kerschke P. HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis. In: Rudolph G, Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tušar T, eds. <i>Parallel Problem Solving from Nature — PPSN XVII</i>. Springer International Publishing; 2022:575–589. doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_40\">10.1007/978-3-031-14714-2_40</a>","ieee":"L. Schneider, L. Schäpermeier, R. P. Prager, B. Bischl, H. Trautmann, and P. Kerschke, “HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis,” in <i>Parallel Problem Solving from Nature — PPSN XVII</i>, 2022, pp. 575–589, doi: <a href=\"https://doi.org/10.1007/978-3-031-14714-2_40\">10.1007/978-3-031-14714-2_40</a>.","chicago":"Schneider, Lennart, Lennart Schäpermeier, Raphael Patrick Prager, Bernd Bischl, Heike Trautmann, and Pascal Kerschke. “HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis.” In <i>Parallel Problem Solving from Nature — PPSN XVII</i>, edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, and Tea Tušar, 575–589. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_40\">https://doi.org/10.1007/978-3-031-14714-2_40</a>."},"year":"2022","place":"Cham","publication_identifier":{"isbn":["978-3-031-14714-2"]}},{"title":"The objective that freed me: a multi-objective local search approach for continuous single-objective optimization","doi":"10.1007/s11047-022-09919-w","date_updated":"2023-10-16T12:52:33Z","author":[{"full_name":"Aspar, Pelin","last_name":"Aspar","first_name":"Pelin"},{"first_name":"Vera","full_name":"Steinhoff, Vera","last_name":"Steinhoff"},{"first_name":"Lennart","full_name":"Schäpermeier, Lennart","last_name":"Schäpermeier"},{"last_name":"Kerschke","full_name":"Kerschke, Pascal","first_name":"Pascal"},{"first_name":"Heike","full_name":"Trautmann, Heike","id":"100740","last_name":"Trautmann","orcid":"0000-0002-9788-8282"},{"first_name":"Christian","full_name":"Grimme, Christian","last_name":"Grimme"}],"date_created":"2023-08-04T07:16:40Z","volume":1,"year":"2022","citation":{"ieee":"P. Aspar, V. Steinhoff, L. Schäpermeier, P. Kerschke, H. Trautmann, and C. Grimme, “The objective that freed me: a multi-objective local search approach for continuous single-objective optimization,” <i>Natural Computing</i>, vol. 1, pp. 1–15, 2022, doi: <a href=\"https://doi.org/10.1007/s11047-022-09919-w\">10.1007/s11047-022-09919-w</a>.","chicago":"Aspar, Pelin, Vera Steinhoff, Lennart Schäpermeier, Pascal Kerschke, Heike Trautmann, and Christian Grimme. “The Objective That Freed Me: A Multi-Objective Local Search Approach for Continuous Single-Objective Optimization.” <i>Natural Computing</i> 1 (2022): 1–15. <a href=\"https://doi.org/10.1007/s11047-022-09919-w\">https://doi.org/10.1007/s11047-022-09919-w</a>.","ama":"Aspar P, Steinhoff V, Schäpermeier L, Kerschke P, Trautmann H, Grimme C. The objective that freed me: a multi-objective local search approach for continuous single-objective optimization. <i>Natural Computing</i>. 2022;1:1–15. doi:<a href=\"https://doi.org/10.1007/s11047-022-09919-w\">10.1007/s11047-022-09919-w</a>","bibtex":"@article{Aspar_Steinhoff_Schäpermeier_Kerschke_Trautmann_Grimme_2022, title={The objective that freed me: a multi-objective local search approach for continuous single-objective optimization}, volume={1}, DOI={<a href=\"https://doi.org/10.1007/s11047-022-09919-w\">10.1007/s11047-022-09919-w</a>}, journal={Natural Computing}, author={Aspar, Pelin and Steinhoff, Vera and Schäpermeier, Lennart and Kerschke, Pascal and Trautmann, Heike and Grimme, Christian}, year={2022}, pages={1–15} }","short":"P. Aspar, V. Steinhoff, L. Schäpermeier, P. Kerschke, H. Trautmann, C. Grimme, Natural Computing 1 (2022) 1–15.","mla":"Aspar, Pelin, et al. “The Objective That Freed Me: A Multi-Objective Local Search Approach for Continuous Single-Objective Optimization.” <i>Natural Computing</i>, vol. 1, 2022, pp. 1–15, doi:<a href=\"https://doi.org/10.1007/s11047-022-09919-w\">10.1007/s11047-022-09919-w</a>.","apa":"Aspar, P., Steinhoff, V., Schäpermeier, L., Kerschke, P., Trautmann, H., &#38; Grimme, C. (2022). The objective that freed me: a multi-objective local search approach for continuous single-objective optimization. <i>Natural Computing</i>, <i>1</i>, 1–15. <a href=\"https://doi.org/10.1007/s11047-022-09919-w\">https://doi.org/10.1007/s11047-022-09919-w</a>"},"page":"1–15","intvolume":"         1","language":[{"iso":"eng"}],"_id":"46308","user_id":"15504","department":[{"_id":"34"},{"_id":"819"}],"abstract":[{"text":"Single-objective continuous optimization can be challenging, especially when dealing with multimodal problems. This work sheds light on the effects that multi-objective optimization may have in the single-objective space. For this purpose, we examine the inner mechanisms of the recently developed sophisticated local search procedure SOMOGSA. This method solves multimodal single-objective continuous optimization problems based on first expanding the problem with an additional objective (e.g., a sphere function) to the bi-objective domain and subsequently exploiting local structures of the resulting landscapes. Our study particularly focuses on the sensitivity of this multiobjectivization approach w.r.t. (1) the parametrization of the artificial second objective, as well as (2) the position of the initial starting points in the search space. As SOMOGSA is a modular framework for encapsulating local search, we integrate Nelder–Mead local search as optimizer in the respective module and compare the performance of the resulting hybrid local search to its original single-objective counterpart. We show that the SOMOGSA framework can significantly boost local search by multiobjectivization. Hence, combined with more sophisticated local search and metaheuristics, this may help solve highly multimodal optimization problems in the future.","lang":"eng"}],"status":"public","type":"journal_article","publication":"Natural Computing"},{"has_accepted_license":"1","publication_identifier":{"isbn":[" 978-3-86884-552-5"]},"publication_status":"published","citation":{"ieee":"S. Radtke and M. P. Freier, <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß, 2022.","chicago":"Radtke, Sabine, and M. Pia Freier. <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß, 2022.","ama":"Radtke S, Freier MP. <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß; 2022.","bibtex":"@book{Radtke_Freier_2022, title={Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. }, publisher={Sportverlag Strauß}, author={Radtke, Sabine and Freier, M. Pia}, year={2022} }","mla":"Radtke, Sabine, and M. Pia Freier. <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß, 2022.","short":"S. Radtke, M.P. Freier, Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. , Sportverlag Strauß, 2022.","apa":"Radtke, S., &#38; Freier, M. P. (2022). <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß."},"year":"2022","author":[{"last_name":"Radtke","full_name":"Radtke, Sabine","first_name":"Sabine"},{"full_name":"Freier, M. Pia","last_name":"Freier","first_name":"M. Pia"}],"date_created":"2022-12-23T12:44:17Z","date_updated":"2023-10-16T13:56:06Z","publisher":"Sportverlag Strauß","title":"Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. ","type":"book","status":"public","file":[{"success":1,"relation":"main_file","content_type":"application/pdf","file_size":2229353,"file_id":"47595","file_name":"Monografie_SchriftenreiheParalympischesStuetzpunktsystem.pdf","access_level":"closed","date_updated":"2023-10-04T17:41:46Z","date_created":"2023-10-04T17:41:46Z","creator":"radtkes"}],"department":[{"_id":"17"},{"_id":"319"}],"user_id":"77358","_id":"34922","language":[{"iso":"ger"}],"file_date_updated":"2023-10-04T17:41:46Z","keyword":["Para Sport"],"ddc":["300"]},{"type":"book","status":"public","user_id":"77358","_id":"48098","language":[{"iso":"ger"}],"publication_status":"published","citation":{"chicago":"Radtke, Sabine, and M. Pia Freier. <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß, 2022.","ieee":"S. Radtke and M. P. Freier, <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß, 2022.","ama":"Radtke S, Freier MP. <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß; 2022.","apa":"Radtke, S., &#38; Freier, M. P. (2022). <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß.","mla":"Radtke, Sabine, and M. Pia Freier. <i>Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. </i>. Sportverlag Strauß, 2022.","short":"S. Radtke, M.P. Freier, Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. , Sportverlag Strauß, 2022.","bibtex":"@book{Radtke_Freier_2022, title={Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. }, publisher={Sportverlag Strauß}, author={Radtke, Sabine and Freier, M. Pia}, year={2022} }"},"year":"2022","date_created":"2023-10-16T13:59:31Z","author":[{"last_name":"Radtke","full_name":"Radtke, Sabine","first_name":"Sabine"},{"full_name":"Freier, M. Pia","last_name":"Freier","first_name":"M. Pia"}],"publisher":"Sportverlag Strauß","date_updated":"2023-10-16T14:02:30Z","title":"Das Stützpunktsystem im paralympischen Leistungssport. Eine empirische Studie unter Berücksichtigung der Perspektive von Para-Athletinnen und -Athleten sowie des Stützpunktpersonals. "},{"place":"Aarhus, Denmark","year":"2022","page":"308-315","citation":{"ieee":"S. Podworny and Y. Fleischer, “ An approach to teaching data science in middle school,” 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. 308–315.","chicago":"Podworny, Susanne, and Yannik Fleischer. “ An Approach to Teaching Data Science in Middle School.” 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, 308–15. Aarhus, Denmark: Danish School of Education, 2022.","ama":"Podworny S, Fleischer Y.  An approach to teaching data science in middle school. 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; 2022:308-315.","apa":"Podworny, S., &#38; Fleischer, Y. (2022).  An approach to teaching data science in middle school. 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. 308–315). Danish School of Education.","short":"S. Podworny, Y. Fleischer, 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. 308–315.","bibtex":"@inbook{Podworny_Fleischer_2022, place={Aarhus, Denmark}, title={ An approach to teaching data science in middle school}, booktitle={Proceedings of the 15th international conference on technology in mathematics teaching (ICTMT 15)}, publisher={Danish School of Education}, author={Podworny, Susanne and Fleischer, Yannik}, editor={Jankvist, U.T. and Elicer, R. and Clark-Wilson, A and Weigand, Hans-Georg and Thomson, M}, year={2022}, pages={308–315} }","mla":"Podworny, Susanne, and Yannik Fleischer. “ An Approach to Teaching Data Science in Middle School.” <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. 308–15."},"publication_status":"published","title":" An approach to teaching data science in middle school","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="}],"oa":"1","publisher":"Danish School of Education","date_updated":"2023-10-17T06:02:07Z","date_created":"2023-10-17T05:56:27Z","author":[{"full_name":"Podworny, Susanne","id":"30619","last_name":"Podworny","first_name":"Susanne"},{"first_name":"Yannik","full_name":"Fleischer, Yannik","last_name":"Fleischer"}],"editor":[{"first_name":"U.T.","last_name":"Jankvist","full_name":"Jankvist, U.T."},{"first_name":"R.","last_name":"Elicer","full_name":"Elicer, R."},{"full_name":"Clark-Wilson, A","last_name":"Clark-Wilson","first_name":"A"},{"first_name":"Hans-Georg","last_name":"Weigand","full_name":"Weigand, Hans-Georg"},{"first_name":"M","last_name":"Thomson","full_name":"Thomson, M"}],"status":"public","publication":"Proceedings of the 15th international conference on technology in mathematics teaching (ICTMT 15)","type":"book_chapter","language":[{"iso":"eng"}],"_id":"48106","user_id":"30619"},{"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","last_name":"Clark-Wilson","full_name":"Clark-Wilson, A"},{"last_name":"Weigand","full_name":"Weigand, Hans-Georg","first_name":"Hans-Georg"},{"full_name":"Thomson, M","last_name":"Thomson","first_name":"M"}],"type":"book_chapter","publication":"Proceedings of the 15th international conference on technology in mathematics teaching (ICTMT 15)","language":[{"iso":"eng"}],"user_id":"30619","_id":"48103","citation":{"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.","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} }","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.","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."},"page":"280-281","place":"Aarhus, Denmark","year":"2022","publication_status":"published","main_file_link":[{"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=","open_access":"1"}],"title":" Teaching machine learning with decision trees in middle school using CODAP","date_created":"2023-10-17T05:52:47Z","author":[{"full_name":"Fleischer, Yannik","last_name":"Fleischer","first_name":"Yannik"},{"first_name":"Susanne","last_name":"Podworny","full_name":"Podworny, Susanne"}],"date_updated":"2023-10-17T06:02:19Z","publisher":"Danish School of Education","oa":"1"},{"keyword":["Education","Statistics and Probability"],"article_number":"6","_id":"48108","user_id":"30619","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","title":"A PLACE FOR A DATA SCIENCE PROJECT IN SCHOOL: BETWEEN STATISTICS AND EPISTEMIC PROGRAMMING","doi":"10.52041/serj.v21i2.46","date_updated":"2023-10-17T06:01:58Z","publisher":"International Association for Statistical Education","volume":21,"author":[{"first_name":"SUSANNE","full_name":"PODWORNY, SUSANNE","last_name":"PODWORNY"},{"first_name":"SVEN","last_name":"HÜSING","full_name":"HÜSING, SVEN"},{"full_name":"SCHULTE, CARSTEN","last_name":"SCHULTE","first_name":"CARSTEN"}],"date_created":"2023-10-17T05:59:38Z","year":"2022","intvolume":"        21","citation":{"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} }","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>.","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>","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>","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>."},"publication_identifier":{"issn":["1570-1824"]},"publication_status":"published","issue":"2"}]