[{"type":"journal_article","department":[{"_id":"34"},{"_id":"858"}],"date_created":"2023-09-22T13:16:33Z","extern":"1","publication":"CoRR","citation":{"bibtex":"@article{Krause_Klemmer_Huaman_Wermke_Acar_Fahl_2022, title={Committed by Accident: Studying Prevention and Remediation Strategies Against Secret Leakage in Source Code Repositories}, volume={abs/2211.06213}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2211.06213\">10.48550/arXiv.2211.06213</a>}, journal={CoRR}, author={Krause, Alexander and Klemmer, Jan H. and Huaman, Nicolas and Wermke, Dominik and Acar, Yasemin and Fahl, Sascha}, year={2022} }","ama":"Krause A, Klemmer JH, Huaman N, Wermke D, Acar Y, Fahl S. Committed by Accident: Studying Prevention and Remediation Strategies Against Secret Leakage in Source Code Repositories. <i>CoRR</i>. 2022;abs/2211.06213. doi:<a href=\"https://doi.org/10.48550/arXiv.2211.06213\">10.48550/arXiv.2211.06213</a>","mla":"Krause, Alexander, et al. “Committed by Accident: Studying Prevention and Remediation Strategies Against Secret Leakage in Source Code Repositories.” <i>CoRR</i>, vol. abs/2211.06213, 2022, doi:<a href=\"https://doi.org/10.48550/arXiv.2211.06213\">10.48550/arXiv.2211.06213</a>.","short":"A. Krause, J.H. Klemmer, N. Huaman, D. Wermke, Y. Acar, S. Fahl, CoRR abs/2211.06213 (2022).","chicago":"Krause, Alexander, Jan H. Klemmer, Nicolas Huaman, Dominik Wermke, Yasemin Acar, and Sascha Fahl. “Committed by Accident: Studying Prevention and Remediation Strategies Against Secret Leakage in Source Code Repositories.” <i>CoRR</i> abs/2211.06213 (2022). <a href=\"https://doi.org/10.48550/arXiv.2211.06213\">https://doi.org/10.48550/arXiv.2211.06213</a>.","ieee":"A. Krause, J. H. Klemmer, N. Huaman, D. Wermke, Y. Acar, and S. Fahl, “Committed by Accident: Studying Prevention and Remediation Strategies Against Secret Leakage in Source Code Repositories,” <i>CoRR</i>, vol. abs/2211.06213, 2022, doi: <a href=\"https://doi.org/10.48550/arXiv.2211.06213\">10.48550/arXiv.2211.06213</a>.","apa":"Krause, A., Klemmer, J. H., Huaman, N., Wermke, D., Acar, Y., &#38; Fahl, S. (2022). Committed by Accident: Studying Prevention and Remediation Strategies Against Secret Leakage in Source Code Repositories. <i>CoRR</i>, <i>abs/2211.06213</i>. <a href=\"https://doi.org/10.48550/arXiv.2211.06213\">https://doi.org/10.48550/arXiv.2211.06213</a>"},"user_id":"14931","doi":"10.48550/arXiv.2211.06213","volume":"abs/2211.06213","language":[{"iso":"eng"}],"_id":"47281","date_updated":"2024-06-05T13:36:09Z","title":"Committed by Accident: Studying Prevention and Remediation Strategies Against Secret Leakage in Source Code Repositories","year":"2022","status":"public","author":[{"last_name":"Krause","first_name":"Alexander","full_name":"Krause, Alexander"},{"full_name":"Klemmer, Jan H.","last_name":"Klemmer","first_name":"Jan H."},{"last_name":"Huaman","first_name":"Nicolas","full_name":"Huaman, Nicolas"},{"full_name":"Wermke, Dominik","last_name":"Wermke","first_name":"Dominik"},{"id":"94636","full_name":"Acar, Yasemin","first_name":"Yasemin","last_name":"Acar"},{"first_name":"Sascha","last_name":"Fahl","full_name":"Fahl, Sascha"}]},{"place":"New York, NY, USA","date_created":"2023-08-04T07:15:59Z","type":"conference","department":[{"_id":"34"},{"_id":"819"}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","citation":{"ieee":"M. Seiler, R. P. Prager, P. Kerschke, and H. Trautmann, “A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 2022, pp. 657–665, doi: <a href=\"https://doi.org/10.1145/3512290.3528834\">10.1145/3512290.3528834</a>.","apa":"Seiler, M., Prager, R. P., Kerschke, P., &#38; Trautmann, H. (2022). A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes. <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 657–665. <a href=\"https://doi.org/10.1145/3512290.3528834\">https://doi.org/10.1145/3512290.3528834</a>","short":"M. Seiler, R.P. Prager, P. Kerschke, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2022, pp. 657–665.","chicago":"Seiler, Moritz, Raphael Patrick Prager, Pascal Kerschke, and Heike Trautmann. “A Collection of Deep Learning-Based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 657–665. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3512290.3528834\">https://doi.org/10.1145/3512290.3528834</a>.","mla":"Seiler, Moritz, et al. “A Collection of Deep Learning-Based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes.” <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association for Computing Machinery, 2022, pp. 657–665, doi:<a href=\"https://doi.org/10.1145/3512290.3528834\">10.1145/3512290.3528834</a>.","bibtex":"@inproceedings{Seiler_Prager_Kerschke_Trautmann_2022, place={New York, NY, USA}, title={A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes}, DOI={<a href=\"https://doi.org/10.1145/3512290.3528834\">10.1145/3512290.3528834</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Seiler, Moritz and Prager, Raphael Patrick and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={657–665} }","ama":"Seiler M, Prager RP, Kerschke P, Trautmann H. A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>. Association for Computing Machinery; 2022:657–665. doi:<a href=\"https://doi.org/10.1145/3512290.3528834\">10.1145/3512290.3528834</a>"},"abstract":[{"lang":"eng","text":"Exploratory Landscape Analysis is a powerful technique for numerically characterizing landscapes of single-objective continuous optimization problems. Landscape insights are crucial both for problem understanding as well as for assessing benchmark set diversity and composition. Despite the irrefutable usefulness of these features, they suffer from their own ailments and downsides. Hence, in this work we provide a collection of different approaches to characterize optimization landscapes. Similar to conventional landscape features, we require a small initial sample. However, instead of computing features based on that sample, we develop alternative representations of the original sample. These range from point clouds to 2D images and, therefore, are entirely feature-free. We demonstrate and validate our devised methods on the BBOB testbed and predict, with the help of Deep Learning, the high-level, expert-based landscape properties such as the degree of multimodality and the existence of funnel structures. The quality of our approaches is on par with methods relying on the traditional landscape features. Thereby, we provide an exciting new perspective on every research area which utilizes problem information such as problem understanding and algorithm design as well as automated algorithm configuration and selection."}],"page":"657–665","publisher":"Association for Computing Machinery","_id":"46307","language":[{"iso":"eng"}],"doi":"10.1145/3512290.3528834","user_id":"15504","year":"2022","status":"public","title":"A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes","publication_identifier":{"isbn":["9781450392372"]},"author":[{"id":"105520","first_name":"Moritz","last_name":"Seiler","full_name":"Seiler, Moritz"},{"first_name":"Raphael Patrick","last_name":"Prager","full_name":"Prager, Raphael Patrick"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"},{"id":"100740","first_name":"Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike"}],"date_updated":"2024-06-07T07:13:23Z"},{"abstract":[{"lang":"eng","text":"In recent years, feature-based automated algorithm selection using exploratory landscape analysis has demonstrated its great potential in single-objective continuous black-box optimization. However, feature computation is problem-specific and can be costly in terms of computational resources. This paper investigates feature-free approaches that rely on state-of-the-art deep learning techniques operating on either images or point clouds. We show that point-cloud-based strategies, in particular, are highly competitive and also substantially reduce the size of the required solver portfolio. Moreover, we highlight the effect and importance of cost-sensitive learning in automated algorithm selection models."}],"publication":"Parallel Problem Solving from Nature — PPSN XVII","department":[{"_id":"34"},{"_id":"819"}],"type":"conference","date_created":"2023-08-04T07:12:33Z","date_updated":"2024-06-07T07:13:47Z","author":[{"full_name":"Prager, Raphael Patrick","first_name":"Raphael Patrick","last_name":"Prager"},{"id":"105520","full_name":"Seiler, Moritz","first_name":"Moritz","last_name":"Seiler"},{"first_name":"Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann","full_name":"Trautmann, Heike","id":"100740"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"}],"publication_identifier":{"isbn":["978-3-031-14714-2"]},"year":"2022","title":"Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods","doi":"10.1007/978-3-031-14714-2_1","language":[{"iso":"eng"}],"citation":{"apa":"Prager, R. P., Seiler, M., Trautmann, H., &#38; Kerschke, P. (2022). Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods. 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. 3–17). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">https://doi.org/10.1007/978-3-031-14714-2_1</a>","ieee":"R. P. Prager, M. Seiler, H. Trautmann, and P. Kerschke, “Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods,” in <i>Parallel Problem Solving from Nature — PPSN XVII</i>, 2022, pp. 3–17, doi: <a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">10.1007/978-3-031-14714-2_1</a>.","chicago":"Prager, Raphael Patrick, Moritz Seiler, Heike Trautmann, and Pascal Kerschke. “Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods.” 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, 3–17. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">https://doi.org/10.1007/978-3-031-14714-2_1</a>.","short":"R.P. Prager, M. Seiler, 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. 3–17.","mla":"Prager, Raphael Patrick, et al. “Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods.” <i>Parallel Problem Solving from Nature — PPSN XVII</i>, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 3–17, doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">10.1007/978-3-031-14714-2_1</a>.","ama":"Prager RP, Seiler M, Trautmann H, Kerschke P. Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods. 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; 2022:3–17. doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">10.1007/978-3-031-14714-2_1</a>","bibtex":"@inproceedings{Prager_Seiler_Trautmann_Kerschke_2022, place={Cham}, title={Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-14714-2_1\">10.1007/978-3-031-14714-2_1</a>}, booktitle={Parallel Problem Solving from Nature — PPSN XVII}, publisher={Springer International Publishing}, author={Prager, Raphael Patrick and Seiler, Moritz 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={3–17} }"},"place":"Cham","status":"public","editor":[{"last_name":"Rudolph","first_name":"Günter","full_name":"Rudolph, Günter"},{"last_name":"Kononova","first_name":"Anna V.","full_name":"Kononova, Anna V."},{"first_name":"Hernán","last_name":"Aguirre","full_name":"Aguirre, Hernán"},{"full_name":"Kerschke, Pascal","first_name":"Pascal","last_name":"Kerschke"},{"full_name":"Ochoa, Gabriela","first_name":"Gabriela","last_name":"Ochoa"},{"first_name":"Tea","last_name":"Tušar","full_name":"Tušar, Tea"}],"user_id":"15504","publisher":"Springer International Publishing","_id":"46304","page":"3–17"},{"place":"Palo Alto, CA, USA","date_created":"2023-08-04T07:11:34Z","department":[{"_id":"34"},{"_id":"819"}],"type":"conference","citation":{"bibtex":"@inproceedings{Pohl_Assenmacher_Seiler_Trautmann_Grimme_2022, place={Palo Alto, CA, USA}, title={Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches}, DOI={<a href=\"https://doi.org/10.36190/2022.91\">10.36190/2022.91</a>}, booktitle={Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM)}, publisher={AAAI Press}, author={Pohl, Janina Susanne and Assenmacher, Dennis and Seiler, Moritz and Trautmann, Heike and Grimme, Christian}, editor={the Advancement of Artificial Intelligence (AAAI) Association, for}, year={2022}, pages={1–10} }","ama":"Pohl JS, Assenmacher D, Seiler M, Trautmann H, Grimme C. Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches. In: the Advancement of Artificial Intelligence (AAAI) Association  for, ed. <i>Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM)</i>. AAAI Press; 2022:1–10. doi:<a href=\"https://doi.org/10.36190/2022.91\">10.36190/2022.91</a>","mla":"Pohl, Janina Susanne, et al. “Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches.” <i>Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM)</i>, edited by for the Advancement of Artificial Intelligence (AAAI) Association, AAAI Press, 2022, pp. 1–10, doi:<a href=\"https://doi.org/10.36190/2022.91\">10.36190/2022.91</a>.","short":"J.S. Pohl, D. Assenmacher, M. Seiler, H. Trautmann, C. Grimme, in:  for the Advancement of Artificial Intelligence (AAAI) Association (Ed.), Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM), AAAI Press, Palo Alto, CA, USA, 2022, pp. 1–10.","chicago":"Pohl, Janina Susanne, Dennis Assenmacher, Moritz Seiler, Heike Trautmann, and Christian Grimme. “Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches.” In <i>Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM)</i>, edited by for the Advancement of Artificial Intelligence (AAAI) Association, 1–10. Palo Alto, CA, USA: AAAI Press, 2022. <a href=\"https://doi.org/10.36190/2022.91\">https://doi.org/10.36190/2022.91</a>.","ieee":"J. S. Pohl, D. Assenmacher, M. Seiler, H. Trautmann, and C. Grimme, “Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches,” in <i>Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM)</i>, 2022, pp. 1–10, doi: <a href=\"https://doi.org/10.36190/2022.91\">10.36190/2022.91</a>.","apa":"Pohl, J. S., Assenmacher, D., Seiler, M., Trautmann, H., &#38; Grimme, C. (2022). Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches. In  for the Advancement of Artificial Intelligence (AAAI) Association (Ed.), <i>Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM)</i> (pp. 1–10). AAAI Press. <a href=\"https://doi.org/10.36190/2022.91\">https://doi.org/10.36190/2022.91</a>"},"publication":"Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM)","abstract":[{"text":"Social media platforms are essential for information sharing and, thus, prone to coordinated dis- and misinformation campaigns. Nevertheless, research in this area is hampered by strict data sharing regulations imposed by the platforms, resulting in a lack of benchmark data. Previous work focused on circumventing these rules by either pseudonymizing the data or sharing fragments. In this work, we will address the benchmarking crisis by presenting a methodology that can be used to create artificial campaigns out of original campaign building blocks. We conduct a proof-of-concept study using the freely available generative language model GPT-Neo in this context and demonstrate that the campaign patterns can flexibly be adapted to an underlying social media stream and evade state-of-the-art campaign detection approaches based on stream clustering. Thus, we not only provide a framework for artificial benchmark generation but also demonstrate the possible adversarial nature of such benchmarks for challenging and advancing current campaign detection methods.","lang":"eng"}],"_id":"46303","publisher":"AAAI Press","language":[{"iso":"eng"}],"page":"1–10","editor":[{"last_name":"the Advancement of Artificial Intelligence (AAAI) Association","first_name":"for","full_name":"the Advancement of Artificial Intelligence (AAAI) Association, for"}],"doi":"10.36190/2022.91","user_id":"15504","author":[{"full_name":"Pohl, Janina Susanne","first_name":"Janina Susanne","last_name":"Pohl"},{"last_name":"Assenmacher","first_name":"Dennis","full_name":"Assenmacher, Dennis"},{"last_name":"Seiler","first_name":"Moritz","full_name":"Seiler, Moritz","id":"105520"},{"full_name":"Trautmann, Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282","first_name":"Heike","id":"100740"},{"first_name":"Christian","last_name":"Grimme","full_name":"Grimme, Christian"}],"year":"2022","status":"public","title":"Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches","date_updated":"2024-06-07T07:13:35Z"},{"department":[{"_id":"34"},{"_id":"819"}],"type":"journal_article","date_created":"2023-08-04T07:17:23Z","abstract":[{"lang":"eng","text":"Due to the rise of continuous data-generating applications, analyzing data streams has gained increasing attention over the past decades. A core research area in stream data is stream classification, which categorizes or detects data points within an evolving stream of observations. Areas of stream classification are diverse—ranging, e.g., from monitoring sensor data to analyzing a wide range of (social) media applications. Research in stream classification is related to developing methods that adapt to the changing and potentially volatile data stream. It focuses on individual aspects of the stream classification pipeline, e.g., designing suitable algorithm architectures, an efficient train and test procedure, or detecting so-called concept drifts. As a result of the many different research questions and strands, the field is challenging to grasp, especially for beginners. This survey explores, summarizes, and categorizes work within the domain of stream classification and identifies core research threads over the past few years. It is structured based on the stream classification process to facilitate coordination within this complex topic, including common application scenarios and benchmarking data sets. Thus, both newcomers to the field and experts who want to widen their scope can gain (additional) insight into this research area and find starting points and pointers to more in-depth literature on specific issues and research directions in the field."}],"citation":{"bibtex":"@article{Clever_Pohl_Bossek_Kerschke_Trautmann_2022, title={Process-Oriented Stream Classification Pipeline: A Literature Review}, volume={12}, DOI={<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>}, number={8}, journal={Applied Sciences}, author={Clever, Lena and Pohl, Janina Susanne and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={1–44} }","ama":"Clever L, Pohl JS, Bossek J, Kerschke P, Trautmann H. Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied Sciences</i>. 2022;12(8):1–44. doi:<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>","mla":"Clever, Lena, et al. “Process-Oriented Stream Classification Pipeline: A Literature Review.” <i>Applied Sciences</i>, vol. 12, no. 8, 2022, pp. 1–44, doi:<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>.","chicago":"Clever, Lena, Janina Susanne Pohl, Jakob Bossek, Pascal Kerschke, and Heike Trautmann. “Process-Oriented Stream Classification Pipeline: A Literature Review.” <i>Applied Sciences</i> 12, no. 8 (2022): 1–44. <a href=\"https://doi.org/10.3390/app12189094\">https://doi.org/10.3390/app12189094</a>.","short":"L. Clever, J.S. Pohl, J. Bossek, P. Kerschke, H. Trautmann, Applied Sciences 12 (2022) 1–44.","ieee":"L. Clever, J. S. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Process-Oriented Stream Classification Pipeline: A Literature Review,” <i>Applied Sciences</i>, vol. 12, no. 8, pp. 1–44, 2022, doi: <a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>.","apa":"Clever, L., Pohl, J. S., Bossek, J., Kerschke, P., &#38; Trautmann, H. (2022). Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied Sciences</i>, <i>12</i>(8), 1–44. <a href=\"https://doi.org/10.3390/app12189094\">https://doi.org/10.3390/app12189094</a>"},"publication":"Applied Sciences","issue":"8","volume":12,"doi":"10.3390/app12189094","user_id":"15504","_id":"46309","language":[{"iso":"eng"}],"page":"1–44","intvolume":"        12","date_updated":"2024-06-10T12:02:17Z","author":[{"full_name":"Clever, Lena","last_name":"Clever","first_name":"Lena"},{"full_name":"Pohl, Janina Susanne","last_name":"Pohl","first_name":"Janina Susanne"},{"id":"102979","orcid":"0000-0002-4121-4668","last_name":"Bossek","first_name":"Jakob","full_name":"Bossek, Jakob"},{"full_name":"Kerschke, Pascal","last_name":"Kerschke","first_name":"Pascal"},{"full_name":"Trautmann, Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282","first_name":"Heike","id":"100740"}],"year":"2022","title":"Process-Oriented Stream Classification Pipeline: A Literature Review","status":"public"},{"user_id":"15504","editor":[{"first_name":"G","last_name":"Rudolph","full_name":"Rudolph, G"},{"full_name":"Kononova, AV","last_name":"Kononova","first_name":"AV"},{"last_name":"Aguirre","first_name":"H","full_name":"Aguirre, H"},{"full_name":"Kerschke, P","first_name":"P","last_name":"Kerschke"},{"full_name":"Ochoa, G","last_name":"Ochoa","first_name":"G"},{"full_name":"Tušar, T","last_name":"Tušar","first_name":"T"}],"page":"192–206","_id":"46302","language":[{"iso":"eng"}],"publisher":"Springer International Publishing","date_updated":"2024-06-10T12:02:35Z","year":"2022","title":"BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems","status":"public","author":[{"last_name":"Heins","first_name":"J","full_name":"Heins, J"},{"last_name":"Rook","first_name":"J","full_name":"Rook, J"},{"last_name":"Schäpermeier","first_name":"L","full_name":"Schäpermeier, L"},{"last_name":"Kerschke","first_name":"P","full_name":"Kerschke, P"},{"id":"102979","full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","first_name":"Jakob","last_name":"Bossek"},{"id":"100740","orcid":"0000-0002-9788-8282","last_name":"Trautmann","first_name":"Heike","full_name":"Trautmann, Heike"}],"publication_identifier":{"isbn":["978-3-031-14714-2"]},"type":"conference","department":[{"_id":"34"},{"_id":"819"}],"place":"Cham","date_created":"2023-08-04T07:10:52Z","publication":"Parallel Problem Solving from Nature — PPSN XVII","citation":{"bibtex":"@inproceedings{Heins_Rook_Schäpermeier_Kerschke_Bossek_Trautmann_2022, place={Cham}, title={BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems}, booktitle={Parallel Problem Solving from Nature — PPSN XVII}, publisher={Springer International Publishing}, author={Heins, J and Rook, J and Schäpermeier, L and Kerschke, P and Bossek, Jakob and Trautmann, Heike}, editor={Rudolph, G and Kononova, AV and Aguirre, H and Kerschke, P and Ochoa, G and Tušar, T}, year={2022}, pages={192–206} }","chicago":"Heins, J, J Rook, L Schäpermeier, P Kerschke, Jakob Bossek, and Heike Trautmann. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective Optimization Problems.” In <i>Parallel Problem Solving from Nature — PPSN XVII</i>, edited by G Rudolph, AV Kononova, H Aguirre, P Kerschke, G Ochoa, and T Tušar, 192–206. Cham: Springer International Publishing, 2022.","ama":"Heins J, Rook J, Schäpermeier L, Kerschke P, Bossek J, Trautmann H. BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems. In: Rudolph G, Kononova A, Aguirre H, Kerschke P, Ochoa G, Tušar T, eds. <i>Parallel Problem Solving from Nature — PPSN XVII</i>. Springer International Publishing; 2022:192–206.","short":"J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann, in: G. Rudolph, A. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tušar (Eds.), Parallel Problem Solving from Nature — PPSN XVII, Springer International Publishing, Cham, 2022, pp. 192–206.","ieee":"J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, and H. Trautmann, “BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems,” in <i>Parallel Problem Solving from Nature — PPSN XVII</i>, 2022, pp. 192–206.","mla":"Heins, J., et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective Optimization Problems.” <i>Parallel Problem Solving from Nature — PPSN XVII</i>, edited by G Rudolph et al., Springer International Publishing, 2022, pp. 192–206.","apa":"Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., &#38; Trautmann, H. (2022). BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems. In G. Rudolph, A. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &#38; T. Tušar (Eds.), <i>Parallel Problem Solving from Nature — PPSN XVII</i> (pp. 192–206). Springer International Publishing."}},{"publication_status":"published","date_updated":"2024-07-22T07:45:12Z","intvolume":"        39","title":"Optimization of optical waveguide antennas for directive emission of light","year":"2022","author":[{"id":"53444","full_name":"Farheen, Henna","orcid":"0000-0001-7730-3489","first_name":"Henna","last_name":"Farheen"},{"full_name":"Leuteritz, Till","first_name":"Till","last_name":"Leuteritz"},{"first_name":"Stefan","last_name":"Linden","full_name":"Linden, Stefan"},{"id":"46371","first_name":"Viktor","last_name":"Myroshnychenko","full_name":"Myroshnychenko, Viktor"},{"id":"158","full_name":"Förstner, Jens","last_name":"Förstner","first_name":"Jens","orcid":"0000-0001-7059-9862"}],"publication_identifier":{"issn":["0740-3224","1520-8540"]},"doi":"10.1364/josab.438514","language":[{"iso":"eng"}],"abstract":[{"text":"Optical traveling wave antennas offer unique opportunities to control and selectively guide light into a specific direction, which renders them excellent candidates for optical communication and sensing. These applications require state-of-the-art engineering to reach optimized functionalities such as high directivity and radiation efficiency, low sidelobe levels, broadband and tunable capabilities, and compact design. In this work, we report on the numerical optimization of the directivity of optical traveling wave antennas made from low-loss dielectric materials using full-wave numerical simulations in conjunction with the particle swarm optimization algorithm. The antennas are composed of a reflector and a director deposited on a glass substrate, and an emitter placed in the feed gap between them serves as an internal source of excitation. In particular, we analyze antennas with rectangular- and horn-shaped directors made of either hafnium dioxide or silicon. The optimized antennas produce highly directional emissions due to the presence of two dominant guided TE modes in the director in addition to leaky modes. These guided modes dominate the far-field emission pattern and govern the direction of the main lobe emission, which predominately originates from the end facet of the director. Our work also provides a comprehensive analysis of the modes, radiation patterns, parametric influences, and bandwidths of the antennas, which highlights their robust nature.","lang":"eng"}],"publication":"Journal of the Optical Society of America B","issue":"1","keyword":["tet_topic_opticalantenna"],"type":"journal_article","department":[{"_id":"61"},{"_id":"230"},{"_id":"429"}],"file":[{"creator":"fossie","file_size":14029741,"date_updated":"2021-12-08T08:26:57Z","embargo":"2022-12-08","relation":"main_file","content_type":"application/pdf","file_id":"28417","embargo_to":"open_access","date_created":"2021-12-08T08:26:57Z","access_level":"local","file_name":"2021-12 Farheen - JOSA B - Optimization of optical nanoantennas.pdf"},{"date_updated":"2021-12-08T08:29:49Z","relation":"supplementary_material","access_level":"open_access","file_size":655495,"file_name":"2021-12 Farheen - JOSA B - Optimization of optical nanoantennas SUPPLEMENTARY MATERIAL.pdf","content_type":"application/pdf","file_id":"28418","creator":"fossie","date_created":"2021-12-08T08:29:49Z"}],"date_created":"2021-12-08T07:14:39Z","has_accepted_license":"1","status":"public","user_id":"158","ddc":["530"],"volume":39,"page":"83","_id":"28413","project":[{"grant_number":"231447078","_id":"53","name":"TRR 142"},{"name":"TRR 142 - Project Area C","_id":"56"},{"_id":"75","grant_number":"231447078","name":"TRR 142 - Subproject C5"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"file_date_updated":"2021-12-08T08:29:49Z","citation":{"mla":"Farheen, Henna, et al. “Optimization of Optical Waveguide Antennas for Directive Emission of Light.” <i>Journal of the Optical Society of America B</i>, vol. 39, no. 1, 2022, p. 83, doi:<a href=\"https://doi.org/10.1364/josab.438514\">10.1364/josab.438514</a>.","ama":"Farheen H, Leuteritz T, Linden S, Myroshnychenko V, Förstner J. Optimization of optical waveguide antennas for directive emission of light. <i>Journal of the Optical Society of America B</i>. 2022;39(1):83. doi:<a href=\"https://doi.org/10.1364/josab.438514\">10.1364/josab.438514</a>","bibtex":"@article{Farheen_Leuteritz_Linden_Myroshnychenko_Förstner_2022, title={Optimization of optical waveguide antennas for directive emission of light}, volume={39}, DOI={<a href=\"https://doi.org/10.1364/josab.438514\">10.1364/josab.438514</a>}, number={1}, journal={Journal of the Optical Society of America B}, author={Farheen, Henna and Leuteritz, Till and Linden, Stefan and Myroshnychenko, Viktor and Förstner, Jens}, year={2022}, pages={83} }","apa":"Farheen, H., Leuteritz, T., Linden, S., Myroshnychenko, V., &#38; Förstner, J. (2022). Optimization of optical waveguide antennas for directive emission of light. <i>Journal of the Optical Society of America B</i>, <i>39</i>(1), 83. <a href=\"https://doi.org/10.1364/josab.438514\">https://doi.org/10.1364/josab.438514</a>","ieee":"H. Farheen, T. Leuteritz, S. Linden, V. Myroshnychenko, and J. Förstner, “Optimization of optical waveguide antennas for directive emission of light,” <i>Journal of the Optical Society of America B</i>, vol. 39, no. 1, p. 83, 2022, doi: <a href=\"https://doi.org/10.1364/josab.438514\">10.1364/josab.438514</a>.","chicago":"Farheen, Henna, Till Leuteritz, Stefan Linden, Viktor Myroshnychenko, and Jens Förstner. “Optimization of Optical Waveguide Antennas for Directive Emission of Light.” <i>Journal of the Optical Society of America B</i> 39, no. 1 (2022): 83. <a href=\"https://doi.org/10.1364/josab.438514\">https://doi.org/10.1364/josab.438514</a>.","short":"H. Farheen, T. Leuteritz, S. Linden, V. Myroshnychenko, J. Förstner, Journal of the Optical Society of America B 39 (2022) 83."},"oa":"1"},{"intvolume":"        47","date_updated":"2024-07-22T07:45:05Z","publication_status":"published","author":[{"last_name":"Alhaddad","first_name":"Samer","full_name":"Alhaddad, Samer","id":"42456"},{"last_name":"Grynko","first_name":"Yevgen","full_name":"Grynko, Yevgen","id":"26059"},{"full_name":"Farheen, Henna","last_name":"Farheen","orcid":"0000-0001-7730-3489","first_name":"Henna","id":"53444"},{"id":"158","full_name":"Förstner, Jens","orcid":"0000-0001-7059-9862","first_name":"Jens","last_name":"Förstner"}],"publication_identifier":{"issn":["0146-9592","1539-4794"]},"year":"2022","title":"Numerical analysis of the coherent mechanism producing negative polarization at backscattering from systems of absorbing particles","doi":"10.1364/ol.444953","language":[{"iso":"eng"}],"abstract":[{"text":"We study a double-scattering coherent mechanism of negative polarization (NP) near opposition that is observed for powder-like surfaces. The problem is solved numerically for absorbing structures with irregular constituents, cubes, spheres, and ellipsoids larger than the wavelength of incident light. Our simulations show that double scattering between two random irregular particles shows weak NP. Adding one more particle significantly increases the relative contribution of double scattering which enhances NP. Simulations with regular shapes and controlled geometric parameters show that the interference mechanism is sensitive to the geometry of the scattering system and can also result in no polarization or even strong enhancement of positive polarization at backscattering.","lang":"eng"}],"publication":"Optics Letters","issue":"1","department":[{"_id":"61"},{"_id":"230"},{"_id":"429"}],"keyword":["tet_topic_scattering"],"type":"journal_article","date_created":"2021-12-21T13:49:29Z","file":[{"creator":"fossie","date_updated":"2021-12-21T13:53:47Z","relation":"main_file","embargo":"2022-12-21","file_size":3197213,"content_type":"application/pdf","file_id":"29076","embargo_to":"open_access","date_created":"2021-12-21T13:53:47Z","access_level":"local","file_name":"2022-01 Alhaddad - Optics Letter - Double Scattering.pdf"}],"has_accepted_license":"1","status":"public","volume":47,"ddc":["530"],"user_id":"158","_id":"29075","page":"58","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"citation":{"bibtex":"@article{Alhaddad_Grynko_Farheen_Förstner_2022, title={Numerical analysis of the coherent mechanism producing negative polarization at backscattering from systems of absorbing particles}, volume={47}, DOI={<a href=\"https://doi.org/10.1364/ol.444953\">10.1364/ol.444953</a>}, number={1}, journal={Optics Letters}, author={Alhaddad, Samer and Grynko, Yevgen and Farheen, Henna and Förstner, Jens}, year={2022}, pages={58} }","chicago":"Alhaddad, Samer, Yevgen Grynko, Henna Farheen, and Jens Förstner. “Numerical Analysis of the Coherent Mechanism Producing Negative Polarization at Backscattering from Systems of Absorbing Particles.” <i>Optics Letters</i> 47, no. 1 (2022): 58. <a href=\"https://doi.org/10.1364/ol.444953\">https://doi.org/10.1364/ol.444953</a>.","ama":"Alhaddad S, Grynko Y, Farheen H, Förstner J. Numerical analysis of the coherent mechanism producing negative polarization at backscattering from systems of absorbing particles. <i>Optics Letters</i>. 2022;47(1):58. doi:<a href=\"https://doi.org/10.1364/ol.444953\">10.1364/ol.444953</a>","short":"S. Alhaddad, Y. Grynko, H. Farheen, J. Förstner, Optics Letters 47 (2022) 58.","ieee":"S. Alhaddad, Y. Grynko, H. Farheen, and J. Förstner, “Numerical analysis of the coherent mechanism producing negative polarization at backscattering from systems of absorbing particles,” <i>Optics Letters</i>, vol. 47, no. 1, p. 58, 2022, doi: <a href=\"https://doi.org/10.1364/ol.444953\">10.1364/ol.444953</a>.","mla":"Alhaddad, Samer, et al. “Numerical Analysis of the Coherent Mechanism Producing Negative Polarization at Backscattering from Systems of Absorbing Particles.” <i>Optics Letters</i>, vol. 47, no. 1, 2022, p. 58, doi:<a href=\"https://doi.org/10.1364/ol.444953\">10.1364/ol.444953</a>.","apa":"Alhaddad, S., Grynko, Y., Farheen, H., &#38; Förstner, J. (2022). Numerical analysis of the coherent mechanism producing negative polarization at backscattering from systems of absorbing particles. <i>Optics Letters</i>, <i>47</i>(1), 58. <a href=\"https://doi.org/10.1364/ol.444953\">https://doi.org/10.1364/ol.444953</a>"},"file_date_updated":"2021-12-21T13:53:47Z"},{"abstract":[{"text":"Highly directive antennas with the ability of shaping radiation patterns in desired directions are essential for efficient on-chip optical communication with reduced cross talk. In this paper, we design and optimize three distinct broadband traveling-wave tantalum pentoxide antennas exhibiting highly directional characteristics. Our antennas contain a director and reflector deposited on a glass substrate, which are excited by a dipole emitter placed in the feed gap between the two elements. Full-wave simulations in conjunction with global optimization provide structures with an enhanced linear directivity as high as 119 radiating in the substrate. The high directivity is a result of the interplay between two dominant TE modes and the leaky modes present in the antenna director. Furthermore, these low-loss dielectric antennas exhibit a near-unity radiation efficiency at the operational wavelength of 780 nm and maintain a broad bandwidth. Our numerical results are in good agreement with experimental measurements from the optimized antennas fabricated using a two-step electron-beam lithography, revealing the highly directive nature of our structures. We envision that our antenna designs can be conveniently adapted to other dielectric materials and prove instrumental for inter-chip optical communications and other on-chip applications.","lang":"eng"}],"publication":"Optics Express","issue":"11","keyword":["tet_topic_opticalantenna"],"type":"journal_article","department":[{"_id":"61"},{"_id":"230"},{"_id":"429"}],"date_created":"2022-05-18T16:39:17Z","publication_status":"published","date_updated":"2024-07-22T07:44:58Z","intvolume":"        30","title":"Broadband optical Ta2O5 antennas for directional emission of light","year":"2022","author":[{"first_name":"Henna","orcid":"0000-0001-7730-3489","last_name":"Farheen","full_name":"Farheen, Henna","id":"53444"},{"last_name":"Yan","first_name":"Lok-Yee","full_name":"Yan, Lok-Yee"},{"last_name":"Quiring","first_name":"Viktor","full_name":"Quiring, Viktor"},{"first_name":"Christof","orcid":"https://orcid.org/0000-0002-5693-3083","last_name":"Eigner","full_name":"Eigner, Christof","id":"13244"},{"orcid":"0000-0002-8662-1101","last_name":"Zentgraf","first_name":"Thomas","full_name":"Zentgraf, Thomas","id":"30525"},{"first_name":"Stefan","last_name":"Linden","full_name":"Linden, Stefan"},{"full_name":"Förstner, Jens","orcid":"0000-0001-7059-9862","last_name":"Förstner","first_name":"Jens","id":"158"},{"id":"46371","first_name":"Viktor","last_name":"Myroshnychenko","full_name":"Myroshnychenko, Viktor"}],"publication_identifier":{"issn":["1094-4087"]},"doi":"10.1364/oe.455815","language":[{"iso":"eng"}],"project":[{"name":"TRR 142 - C5: TRR 142 - Subproject C5","grant_number":"231447078","_id":"75"},{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"citation":{"mla":"Farheen, Henna, et al. “Broadband Optical Ta2O5 Antennas for Directional Emission of Light.” <i>Optics Express</i>, vol. 30, no. 11, Optica Publishing Group, 2022, p. 19288, doi:<a href=\"https://doi.org/10.1364/oe.455815\">10.1364/oe.455815</a>.","bibtex":"@article{Farheen_Yan_Quiring_Eigner_Zentgraf_Linden_Förstner_Myroshnychenko_2022, title={Broadband optical Ta2O5 antennas for directional emission of light}, volume={30}, DOI={<a href=\"https://doi.org/10.1364/oe.455815\">10.1364/oe.455815</a>}, number={11}, journal={Optics Express}, publisher={Optica Publishing Group}, author={Farheen, Henna and Yan, Lok-Yee and Quiring, Viktor and Eigner, Christof and Zentgraf, Thomas and Linden, Stefan and Förstner, Jens and Myroshnychenko, Viktor}, year={2022}, pages={19288} }","ama":"Farheen H, Yan L-Y, Quiring V, et al. Broadband optical Ta2O5 antennas for directional emission of light. <i>Optics Express</i>. 2022;30(11):19288. doi:<a href=\"https://doi.org/10.1364/oe.455815\">10.1364/oe.455815</a>","ieee":"H. Farheen <i>et al.</i>, “Broadband optical Ta2O5 antennas for directional emission of light,” <i>Optics Express</i>, vol. 30, no. 11, p. 19288, 2022, doi: <a href=\"https://doi.org/10.1364/oe.455815\">10.1364/oe.455815</a>.","apa":"Farheen, H., Yan, L.-Y., Quiring, V., Eigner, C., Zentgraf, T., Linden, S., Förstner, J., &#38; Myroshnychenko, V. (2022). Broadband optical Ta2O5 antennas for directional emission of light. <i>Optics Express</i>, <i>30</i>(11), 19288. <a href=\"https://doi.org/10.1364/oe.455815\">https://doi.org/10.1364/oe.455815</a>","short":"H. Farheen, L.-Y. Yan, V. Quiring, C. Eigner, T. Zentgraf, S. Linden, J. Förstner, V. Myroshnychenko, Optics Express 30 (2022) 19288.","chicago":"Farheen, Henna, Lok-Yee Yan, Viktor Quiring, Christof Eigner, Thomas Zentgraf, Stefan Linden, Jens Förstner, and Viktor Myroshnychenko. “Broadband Optical Ta2O5 Antennas for Directional Emission of Light.” <i>Optics Express</i> 30, no. 11 (2022): 19288. <a href=\"https://doi.org/10.1364/oe.455815\">https://doi.org/10.1364/oe.455815</a>."},"status":"public","user_id":"158","volume":30,"page":"19288","_id":"31329","publisher":"Optica Publishing Group"},{"year":"2022","title":"On polynomials with roots modulo almost all primes","status":"public","author":[{"full_name":"Elsholtz, Ch.","first_name":"Ch.","last_name":"Elsholtz"},{"last_name":"Klahn","first_name":"B.","full_name":"Klahn, B."},{"last_name":"Technau","first_name":"Marc","orcid":"0000-0001-9650-2459","full_name":"Technau, Marc","id":"106108"}],"date_updated":"2024-07-24T07:26:22Z","page":"251–263","_id":"55280","language":[{"iso":"eng"}],"user_id":"106108","doi":"10.4064/aa220407-9-7","volume":"205:3","publication":"Acta Arith.","issue":"3","citation":{"ieee":"Ch. Elsholtz, B. Klahn, and M. Technau, “On polynomials with roots modulo almost all primes,” <i>Acta Arith.</i>, vol. 205:3, no. 3, pp. 251–263, 2022, doi: <a href=\"https://doi.org/10.4064/aa220407-9-7\">10.4064/aa220407-9-7</a>.","apa":"Elsholtz, Ch., Klahn, B., &#38; Technau, M. (2022). On polynomials with roots modulo almost all primes. <i>Acta Arith.</i>, <i>205:3</i>(3), 251–263. <a href=\"https://doi.org/10.4064/aa220407-9-7\">https://doi.org/10.4064/aa220407-9-7</a>","chicago":"Elsholtz, Ch., B. Klahn, and Marc Technau. “On Polynomials with Roots modulo Almost All Primes.” <i>Acta Arith.</i> 205:3, no. 3 (2022): 251–263. <a href=\"https://doi.org/10.4064/aa220407-9-7\">https://doi.org/10.4064/aa220407-9-7</a>.","short":"Ch. Elsholtz, B. Klahn, M. Technau, Acta Arith. 205:3 (2022) 251–263.","mla":"Elsholtz, Ch., et al. “On Polynomials with Roots modulo Almost All Primes.” <i>Acta Arith.</i>, vol. 205:3, no. 3, 2022, pp. 251–263, doi:<a href=\"https://doi.org/10.4064/aa220407-9-7\">10.4064/aa220407-9-7</a>.","bibtex":"@article{Elsholtz_Klahn_Technau_2022, title={On polynomials with roots modulo almost all primes}, volume={205:3}, DOI={<a href=\"https://doi.org/10.4064/aa220407-9-7\">10.4064/aa220407-9-7</a>}, number={3}, journal={Acta Arith.}, author={Elsholtz, Ch. and Klahn, B. and Technau, Marc}, year={2022}, pages={251–263} }","ama":"Elsholtz Ch, Klahn B, Technau M. On polynomials with roots modulo almost all primes. <i>Acta Arith</i>. 2022;205:3(3):251–263. doi:<a href=\"https://doi.org/10.4064/aa220407-9-7\">10.4064/aa220407-9-7</a>"},"extern":"1","date_created":"2024-07-16T11:09:01Z","type":"journal_article","department":[{"_id":"102"}]},{"date_updated":"2024-07-26T13:05:45Z","status":"public","title":"“Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations","year":"2022","author":[{"id":"3900","full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","first_name":"Henning"},{"full_name":"Alshomary, Milad","last_name":"Alshomary","first_name":"Milad","id":"73059"}],"user_id":"3900","editor":[{"last_name":"Calzolari","first_name":"Nicoletta","full_name":"Calzolari, Nicoletta"},{"last_name":"Huang","first_name":"Chu-Ren","full_name":"Huang, Chu-Ren"},{"full_name":"Kim, Hansaem","first_name":"Hansaem","last_name":"Kim"},{"full_name":"Pustejovsky, James","last_name":"Pustejovsky","first_name":"James"},{"full_name":"Wanner, Leo","last_name":"Wanner","first_name":"Leo"},{"last_name":"Choi","first_name":"Key-Sun","full_name":"Choi, Key-Sun"},{"full_name":"Ryu, Pum-Mo","first_name":"Pum-Mo","last_name":"Ryu"},{"full_name":"Chen, Hsin-Hsi","first_name":"Hsin-Hsi","last_name":"Chen"},{"first_name":"Lucia","last_name":"Donatelli","full_name":"Donatelli, Lucia"},{"first_name":"Heng","last_name":"Ji","full_name":"Ji, Heng"},{"last_name":"Kurohashi","first_name":"Sadao","full_name":"Kurohashi, Sadao"},{"last_name":"Paggio","first_name":"Patrizia","full_name":"Paggio, Patrizia"},{"full_name":"Xue, Nianwen","last_name":"Xue","first_name":"Nianwen"},{"last_name":"Kim","first_name":"Seokhwan","full_name":"Kim, Seokhwan"},{"full_name":"Hahm, Younggyun","last_name":"Hahm","first_name":"Younggyun"},{"last_name":"He","first_name":"Zhong","full_name":"He, Zhong"},{"last_name":"Lee","first_name":"Tony Kyungil","full_name":"Lee, Tony Kyungil"},{"last_name":"Santus","first_name":"Enrico","full_name":"Santus, Enrico"},{"last_name":"Bond","first_name":"Francis","full_name":"Bond, Francis"},{"full_name":"Na, Seung-Hoon","last_name":"Na","first_name":"Seung-Hoon"}],"page":"344–354","language":[{"iso":"eng"}],"_id":"55337","publisher":"International Committee on Computational Linguistics","abstract":[{"lang":"eng","text":"As AI is more and more pervasive in everyday life, humans have an increasing demand to understand its behavior and decisions. Most research on explainable AI builds on the premise that there is one ideal explanation to be found. In fact, however, everyday explanations are co-constructed in a dialogue between the person explaining (the explainer) and the specific person being explained to (the explainee). In this paper, we introduce a first corpus of dialogical explanations to enable NLP research on how humans explain as well as on how AI can learn to imitate this process. The corpus consists of 65 transcribed English dialogues from the Wired video series 5 Levels, explaining 13 topics to five explainees of different proficiency. All 1550 dialogue turns have been manually labeled by five independent professionals for the topic discussed as well as for the dialogue act and the explanation move performed. We analyze linguistic patterns of explainers and explainees, and we explore differences across proficiency levels. BERT-based baseline results indicate that sequence information helps predicting topics, acts, and moves effectively."}],"project":[{"name":"TRR 318 - INF: TRR 318 - Project Area INF","_id":"118"}],"publication":"Proceedings of the 29th International Conference on Computational Linguistics","citation":{"short":"H. Wachsmuth, M. Alshomary, in: N. Calzolari, C.-R. Huang, H. Kim, J. Pustejovsky, L. Wanner, K.-S. Choi, P.-M. Ryu, H.-H. Chen, L. Donatelli, H. Ji, S. Kurohashi, P. Paggio, N. Xue, S. Kim, Y. Hahm, Z. He, T.K. Lee, E. Santus, F. Bond, S.-H. Na (Eds.), Proceedings of the 29th International Conference on Computational Linguistics, International Committee on Computational Linguistics, Gyeongju, Republic of Korea, 2022, pp. 344–354.","chicago":"Wachsmuth, Henning, and Milad Alshomary. “‘Mama Always Had a Way of Explaining Things So I Could Understand’: A Dialogue Corpus for Learning to Construct Explanations.” In <i>Proceedings of the 29th International Conference on Computational Linguistics</i>, edited by Nicoletta Calzolari, Chu-Ren Huang, Hansaem Kim, James Pustejovsky, Leo Wanner, Key-Sun Choi, Pum-Mo Ryu, et al., 344–354. Gyeongju, Republic of Korea: International Committee on Computational Linguistics, 2022.","apa":"Wachsmuth, H., &#38; Alshomary, M. (2022). “Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations. In N. Calzolari, C.-R. Huang, H. Kim, J. Pustejovsky, L. Wanner, K.-S. Choi, P.-M. Ryu, H.-H. Chen, L. Donatelli, H. Ji, S. Kurohashi, P. Paggio, N. Xue, S. Kim, Y. Hahm, Z. He, T. K. Lee, E. Santus, F. Bond, &#38; S.-H. Na (Eds.), <i>Proceedings of the 29th International Conference on Computational Linguistics</i> (pp. 344–354). International Committee on Computational Linguistics.","ieee":"H. Wachsmuth and M. Alshomary, “‘Mama Always Had a Way of Explaining Things So I Could Understand’: A Dialogue Corpus for Learning to Construct Explanations,” in <i>Proceedings of the 29th International Conference on Computational Linguistics</i>, 2022, pp. 344–354.","ama":"Wachsmuth H, Alshomary M. “Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations. In: Calzolari N, Huang C-R, Kim H, et al., eds. <i>Proceedings of the 29th International Conference on Computational Linguistics</i>. International Committee on Computational Linguistics; 2022:344–354.","bibtex":"@inproceedings{Wachsmuth_Alshomary_2022, place={Gyeongju, Republic of Korea}, title={“Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations}, booktitle={Proceedings of the 29th International Conference on Computational Linguistics}, publisher={International Committee on Computational Linguistics}, author={Wachsmuth, Henning and Alshomary, Milad}, editor={Calzolari, Nicoletta and Huang, Chu-Ren and Kim, Hansaem and Pustejovsky, James and Wanner, Leo and Choi, Key-Sun and Ryu, Pum-Mo and Chen, Hsin-Hsi and Donatelli, Lucia and Ji, Heng and et al.}, year={2022}, pages={344–354} }","mla":"Wachsmuth, Henning, and Milad Alshomary. “‘Mama Always Had a Way of Explaining Things So I Could Understand’: A Dialogue Corpus for Learning to Construct Explanations.” <i>Proceedings of the 29th International Conference on Computational Linguistics</i>, edited by Nicoletta Calzolari et al., International Committee on Computational Linguistics, 2022, pp. 344–354."},"type":"conference","department":[{"_id":"600"},{"_id":"660"}],"place":"Gyeongju, Republic of Korea","date_created":"2024-07-22T13:05:42Z"},{"date_updated":"2024-07-26T13:08:46Z","status":"public","title":"Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning","year":"2022","author":[{"first_name":"Meghdut","last_name":"Sengupta","full_name":"Sengupta, Meghdut","id":"99459"},{"full_name":"Alshomary, Milad","last_name":"Alshomary","first_name":"Milad","id":"73059"},{"full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","first_name":"Henning","id":"3900"}],"user_id":"3900","_id":"34067","language":[{"iso":"eng"}],"project":[{"_id":"127","name":"TRR 318 - C4: TRR 318 - Subproject C4 - Metaphern als Werkzeug des Erklärens"}],"publication":"Proceedings of the 2022 Workshop on Figurative Language Processing","citation":{"apa":"Sengupta, M., Alshomary, M., &#38; Wachsmuth, H. (2022). Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning. <i>Proceedings of the 2022 Workshop on Figurative Language Processing</i>.","ieee":"M. Sengupta, M. Alshomary, and H. Wachsmuth, “Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning,” 2022.","chicago":"Sengupta, Meghdut, Milad Alshomary, and Henning Wachsmuth. “Back to the Roots: Predicting the Source Domain of Metaphors Using Contrastive Learning.” In <i>Proceedings of the 2022 Workshop on Figurative Language Processing</i>, 2022.","short":"M. Sengupta, M. Alshomary, H. Wachsmuth, in: Proceedings of the 2022 Workshop on Figurative Language Processing, 2022.","mla":"Sengupta, Meghdut, et al. “Back to the Roots: Predicting the Source Domain of Metaphors Using Contrastive Learning.” <i>Proceedings of the 2022 Workshop on Figurative Language Processing</i>, 2022.","ama":"Sengupta M, Alshomary M, Wachsmuth H. Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning. In: <i>Proceedings of the 2022 Workshop on Figurative Language Processing</i>. ; 2022.","bibtex":"@inproceedings{Sengupta_Alshomary_Wachsmuth_2022, title={Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning}, booktitle={Proceedings of the 2022 Workshop on Figurative Language Processing}, author={Sengupta, Meghdut and Alshomary, Milad and Wachsmuth, Henning}, year={2022} }"},"type":"conference","department":[{"_id":"600"},{"_id":"660"}],"date_created":"2022-11-14T08:49:07Z"},{"date_updated":"2024-08-21T10:03:47Z","publication_status":"published","status":"public","year":"2022","title":"Jupyter Notebooks for Teaching, Learning, and Doing Data Science","author":[{"id":"42660","full_name":"Fleischer, Franz Yannik","last_name":"Fleischer","orcid":"https://orcid.org/0000-0003-0318-0329","first_name":"Franz Yannik"},{"full_name":"Hüsing, Sven","last_name":"Hüsing","first_name":"Sven","id":"58465"},{"id":"16274","last_name":"Biehler","first_name":"Rolf","full_name":"Biehler, Rolf"},{"id":"30619","full_name":"Podworny, Susanne","first_name":"Susanne","orcid":"0000-0002-6313-5987","last_name":"Podworny"},{"id":"60311","full_name":"Schulte, Carsten","last_name":"Schulte","first_name":"Carsten"}],"doi":"10.52041/iase.icots11.t10e3","user_id":"37888","editor":[{"full_name":"Peters, S. A.","last_name":"Peters","first_name":"S. A."},{"last_name":"Zapata-Cardona","first_name":"L.","full_name":"Zapata-Cardona, L."},{"first_name":"F.","last_name":"Bonafini","full_name":"Bonafini, F."},{"full_name":"Fan, A.","first_name":"A.","last_name":"Fan"}],"language":[{"iso":"eng"}],"_id":"35674","publisher":"International Association for Statistical Education","abstract":[{"lang":"eng","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>"}],"publication":"Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics","citation":{"chicago":"Fleischer, Franz 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>, edited by S. A. Peters, L. Zapata-Cardona, F. Bonafini, and A. Fan. 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>.","short":"F.Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, C. Schulte, in: S.A. Peters, L. Zapata-Cardona, F. Bonafini, A. Fan (Eds.), 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.","ieee":"F. Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, and C. 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>, 2022, doi: <a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>.","apa":"Fleischer, F. Y., Hüsing, S., Biehler, R., Podworny, S., &#38; Schulte, C. (2022). Jupyter Notebooks for Teaching, Learning, and Doing Data Science. In S. A. Peters, L. Zapata-Cardona, F. Bonafini, &#38; A. Fan (Eds.), <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. <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, Franz Yannik and Hüsing, Sven and Biehler, Rolf and Podworny, Susanne and Schulte, Carsten}, editor={Peters, S. A. and Zapata-Cardona, L. and Bonafini, F. and Fan, A.}, year={2022} }","ama":"Fleischer FY, Hüsing S, Biehler R, Podworny S, Schulte C. Jupyter Notebooks for Teaching, Learning, and Doing Data Science. In: Peters SA, Zapata-Cardona L, Bonafini F, Fan A, eds. <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>","mla":"Fleischer, Franz 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>, edited by S. A. Peters et al., International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/iase.icots11.t10e3\">10.52041/iase.icots11.t10e3</a>."},"type":"conference","department":[{"_id":"363"},{"_id":"67"}],"date_created":"2023-01-10T08:50:47Z"},{"intvolume":"        21","date_updated":"2024-08-21T10:04:41Z","publication_status":"published","author":[{"id":"42660","full_name":"Fleischer, Franz Yannik","first_name":"Franz Yannik","last_name":"Fleischer","orcid":"https://orcid.org/0000-0003-0318-0329"},{"first_name":"Rolf","last_name":"Biehler","full_name":"Biehler, Rolf","id":"16274"},{"id":"60311","full_name":"Schulte, Carsten","last_name":"Schulte","first_name":"Carsten"}],"publication_identifier":{"issn":["1570-1824"]},"year":"2022","title":"Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks","doi":"10.52041/serj.v21i2.61","language":[{"iso":"eng"}],"article_number":"7","abstract":[{"lang":"eng","text":"<jats:p>This study examines modelling with machine learning. In the context of a yearlong data science course, the study explores how upper secondary students apply machine learning with Jupyter Notebooks and document the modelling process as a computational essay incorporating the different steps of the CRISP-DM cycle. The students’ work is based on a teaching module about decision trees in machine learning and a worked example of such a modelling process. The study outlines the students’ performance in carrying out the machine learning technically and reasoning about bias in the data, different data preparation steps, the application context, and the resulting decision model. Furthermore, the context of the study and the theoretical backgrounds are presented.</jats:p>"}],"issue":"2","publication":"Statistics Education Research Journal","department":[{"_id":"363"},{"_id":"67"}],"type":"journal_article","keyword":["Education","Statistics and Probability"],"date_created":"2023-01-10T08:48:23Z","status":"public","volume":21,"user_id":"37888","_id":"35672","publisher":"International Association for Statistical Education","citation":{"bibtex":"@article{Fleischer_Biehler_Schulte_2022, title={Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks}, volume={21}, DOI={<a href=\"https://doi.org/10.52041/serj.v21i2.61\">10.52041/serj.v21i2.61</a>}, number={27}, journal={Statistics Education Research Journal}, publisher={International Association for Statistical Education}, author={Fleischer, Franz Yannik and Biehler, Rolf and Schulte, Carsten}, year={2022} }","ama":"Fleischer FY, Biehler R, Schulte C. Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks. <i>Statistics Education Research Journal</i>. 2022;21(2). doi:<a href=\"https://doi.org/10.52041/serj.v21i2.61\">10.52041/serj.v21i2.61</a>","mla":"Fleischer, Franz Yannik, et al. “Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks.” <i>Statistics Education Research Journal</i>, vol. 21, no. 2, 7, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/serj.v21i2.61\">10.52041/serj.v21i2.61</a>.","short":"F.Y. Fleischer, R. Biehler, C. Schulte, Statistics Education Research Journal 21 (2022).","chicago":"Fleischer, Franz Yannik, Rolf Biehler, and Carsten Schulte. “Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks.” <i>Statistics Education Research Journal</i> 21, no. 2 (2022). <a href=\"https://doi.org/10.52041/serj.v21i2.61\">https://doi.org/10.52041/serj.v21i2.61</a>.","ieee":"F. Y. Fleischer, R. Biehler, and C. Schulte, “Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks,” <i>Statistics Education Research Journal</i>, vol. 21, no. 2, Art. no. 7, 2022, doi: <a href=\"https://doi.org/10.52041/serj.v21i2.61\">10.52041/serj.v21i2.61</a>.","apa":"Fleischer, F. Y., Biehler, R., &#38; Schulte, C. (2022). Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks. <i>Statistics Education Research Journal</i>, <i>21</i>(2), Article 7. <a href=\"https://doi.org/10.52041/serj.v21i2.61\">https://doi.org/10.52041/serj.v21i2.61</a>"}},{"issue":"1","publication":"IEEE Transactions on Technology and Society","citation":{"mla":"Terhörst, Philipp, et al. “A Comprehensive Study on Face Recognition Biases Beyond Demographics.” <i>IEEE Transactions on Technology and Society</i>, vol. 3, no. 1, 2022, pp. 16–30, doi:<a href=\"https://doi.org/10.1109/TTS.2021.3111823\">10.1109/TTS.2021.3111823</a>.","apa":"Terhörst, P., Kolf, J. N., Huber, M., Kirchbuchner, F., Damer, N., Moreno, A. M., Fierrez, J., &#38; Kuijper, A. (2022). A Comprehensive Study on Face Recognition Biases Beyond Demographics. <i>IEEE Transactions on Technology and Society</i>, <i>3</i>(1), 16–30. <a href=\"https://doi.org/10.1109/TTS.2021.3111823\">https://doi.org/10.1109/TTS.2021.3111823</a>","ieee":"P. Terhörst <i>et al.</i>, “A Comprehensive Study on Face Recognition Biases Beyond Demographics,” <i>IEEE Transactions on Technology and Society</i>, vol. 3, no. 1, pp. 16–30, 2022, doi: <a href=\"https://doi.org/10.1109/TTS.2021.3111823\">10.1109/TTS.2021.3111823</a>.","chicago":"Terhörst, Philipp, Jan Niklas Kolf, Marco Huber, Florian Kirchbuchner, Naser Damer, Aythami Morales Moreno, Julian Fierrez, and Arjan Kuijper. “A Comprehensive Study on Face Recognition Biases Beyond Demographics.” <i>IEEE Transactions on Technology and Society</i> 3, no. 1 (2022): 16–30. <a href=\"https://doi.org/10.1109/TTS.2021.3111823\">https://doi.org/10.1109/TTS.2021.3111823</a>.","short":"P. Terhörst, J.N. Kolf, M. Huber, F. Kirchbuchner, N. Damer, A.M. Moreno, J. Fierrez, A. Kuijper, IEEE Transactions on Technology and Society 3 (2022) 16–30.","ama":"Terhörst P, Kolf JN, Huber M, et al. A Comprehensive Study on Face Recognition Biases Beyond Demographics. <i>IEEE Transactions on Technology and Society</i>. 2022;3(1):16-30. doi:<a href=\"https://doi.org/10.1109/TTS.2021.3111823\">10.1109/TTS.2021.3111823</a>","bibtex":"@article{Terhörst_Kolf_Huber_Kirchbuchner_Damer_Moreno_Fierrez_Kuijper_2022, title={A Comprehensive Study on Face Recognition Biases Beyond Demographics}, volume={3}, DOI={<a href=\"https://doi.org/10.1109/TTS.2021.3111823\">10.1109/TTS.2021.3111823</a>}, number={1}, journal={IEEE Transactions on Technology and Society}, author={Terhörst, Philipp and Kolf, Jan Niklas and Huber, Marco and Kirchbuchner, Florian and Damer, Naser and Moreno, Aythami Morales and Fierrez, Julian and Kuijper, Arjan}, year={2022}, pages={16–30} }"},"type":"journal_article","department":[{"_id":"761"}],"date_created":"2022-12-21T12:30:34Z","date_updated":"2023-01-17T09:15:42Z","intvolume":"         3","year":"2022","title":"A Comprehensive Study on Face Recognition Biases Beyond Demographics","status":"public","author":[{"full_name":"Terhörst, Philipp","last_name":"Terhörst","first_name":"Philipp","id":"97123"},{"full_name":"Kolf, Jan Niklas","last_name":"Kolf","first_name":"Jan Niklas"},{"first_name":"Marco","last_name":"Huber","full_name":"Huber, Marco"},{"first_name":"Florian","last_name":"Kirchbuchner","full_name":"Kirchbuchner, Florian"},{"first_name":"Naser","last_name":"Damer","full_name":"Damer, Naser"},{"first_name":"Aythami Morales","last_name":"Moreno","full_name":"Moreno, Aythami Morales"},{"full_name":"Fierrez, Julian","last_name":"Fierrez","first_name":"Julian"},{"first_name":"Arjan","last_name":"Kuijper","full_name":"Kuijper, Arjan"}],"user_id":"14931","doi":"10.1109/TTS.2021.3111823","volume":3,"page":"16-30","language":[{"iso":"eng"}],"_id":"34716"},{"publication":"26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022","citation":{"apa":"Huber, M., Terhörst, P., Luu, A. T., Kirchbuchner, F., &#38; Damer, N. (2022). Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition. <i>26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022</i>, 938–944. <a href=\"https://doi.org/10.1109/ICPR56361.2022.9956452\">https://doi.org/10.1109/ICPR56361.2022.9956452</a>","mla":"Huber, Marco, et al. “Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-Aware Face Recognition.” <i>26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022</i>, IEEE, 2022, pp. 938–944, doi:<a href=\"https://doi.org/10.1109/ICPR56361.2022.9956452\">10.1109/ICPR56361.2022.9956452</a>.","ieee":"M. Huber, P. Terhörst, A. T. Luu, F. Kirchbuchner, and N. Damer, “Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition,” in <i>26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022</i>, 2022, pp. 938–944, doi: <a href=\"https://doi.org/10.1109/ICPR56361.2022.9956452\">10.1109/ICPR56361.2022.9956452</a>.","short":"M. Huber, P. Terhörst, A.T. Luu, F. Kirchbuchner, N. Damer, in: 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, IEEE, 2022, pp. 938–944.","ama":"Huber M, Terhörst P, Luu AT, Kirchbuchner F, Damer N. Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition. In: <i>26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022</i>. IEEE; 2022:938–944. doi:<a href=\"https://doi.org/10.1109/ICPR56361.2022.9956452\">10.1109/ICPR56361.2022.9956452</a>","chicago":"Huber, Marco, Philipp Terhörst, Anh Thi Luu, Florian Kirchbuchner, and Naser Damer. “Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-Aware Face Recognition.” In <i>26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022</i>, 938–944. IEEE, 2022. <a href=\"https://doi.org/10.1109/ICPR56361.2022.9956452\">https://doi.org/10.1109/ICPR56361.2022.9956452</a>.","bibtex":"@inproceedings{Huber_Terhörst_Luu_Kirchbuchner_Damer_2022, title={Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition}, DOI={<a href=\"https://doi.org/10.1109/ICPR56361.2022.9956452\">10.1109/ICPR56361.2022.9956452</a>}, booktitle={26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022}, publisher={IEEE}, author={Huber, Marco and Terhörst, Philipp and Luu, Anh Thi and Kirchbuchner, Florian and Damer, Naser}, year={2022}, pages={938–944} }"},"type":"conference","department":[{"_id":"761"}],"date_created":"2022-12-21T12:25:25Z","date_updated":"2023-01-17T09:19:51Z","publication_status":"published","title":"Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition","year":"2022","status":"public","author":[{"full_name":"Huber, Marco","last_name":"Huber","first_name":"Marco"},{"id":"97123","full_name":"Terhörst, Philipp","first_name":"Philipp","last_name":"Terhörst"},{"first_name":"Anh Thi","last_name":"Luu","full_name":"Luu, Anh Thi"},{"last_name":"Kirchbuchner","first_name":"Florian","full_name":"Kirchbuchner, Florian"},{"full_name":"Damer, Naser","first_name":"Naser","last_name":"Damer"}],"doi":"10.1109/ICPR56361.2022.9956452","user_id":"14931","page":"938–944","language":[{"iso":"eng"}],"_id":"34710","publisher":"IEEE"},{"intvolume":"         4","date_updated":"2023-01-17T09:24:28Z","publication_status":"published","author":[{"first_name":"Dailé Osorio","last_name":"Roig","full_name":"Roig, Dailé Osorio"},{"full_name":"Rathgeb, Christian","last_name":"Rathgeb","first_name":"Christian"},{"full_name":"Drozdowski, Pawel","last_name":"Drozdowski","first_name":"Pawel"},{"last_name":"Terhörst","first_name":"Philipp","full_name":"Terhörst, Philipp","id":"97123"},{"full_name":"Struc, Vitomir","last_name":"Struc","first_name":"Vitomir"},{"last_name":"Busch","first_name":"Christoph","full_name":"Busch, Christoph"}],"status":"public","year":"2022","title":"An Attack on Facial Soft-Biometric Privacy Enhancement","volume":4,"doi":"10.1109/TBIOM.2022.3172724","user_id":"14931","_id":"34709","language":[{"iso":"eng"}],"page":"263–275","citation":{"short":"D.O. Roig, C. Rathgeb, P. Drozdowski, P. Terhörst, V. Struc, C. Busch, IEEE Trans. Biom. Behav. Identity Sci. 4 (2022) 263–275.","chicago":"Roig, Dailé Osorio, Christian Rathgeb, Pawel Drozdowski, Philipp Terhörst, Vitomir Struc, and Christoph Busch. “An Attack on Facial Soft-Biometric Privacy Enhancement.” <i>IEEE Trans. Biom. Behav. Identity Sci.</i> 4, no. 2 (2022): 263–275. <a href=\"https://doi.org/10.1109/TBIOM.2022.3172724\">https://doi.org/10.1109/TBIOM.2022.3172724</a>.","apa":"Roig, D. O., Rathgeb, C., Drozdowski, P., Terhörst, P., Struc, V., &#38; Busch, C. (2022). An Attack on Facial Soft-Biometric Privacy Enhancement. <i>IEEE Trans. Biom. Behav. Identity Sci.</i>, <i>4</i>(2), 263–275. <a href=\"https://doi.org/10.1109/TBIOM.2022.3172724\">https://doi.org/10.1109/TBIOM.2022.3172724</a>","ieee":"D. O. Roig, C. Rathgeb, P. Drozdowski, P. Terhörst, V. Struc, and C. Busch, “An Attack on Facial Soft-Biometric Privacy Enhancement,” <i>IEEE Trans. Biom. Behav. Identity Sci.</i>, vol. 4, no. 2, pp. 263–275, 2022, doi: <a href=\"https://doi.org/10.1109/TBIOM.2022.3172724\">10.1109/TBIOM.2022.3172724</a>.","ama":"Roig DO, Rathgeb C, Drozdowski P, Terhörst P, Struc V, Busch C. An Attack on Facial Soft-Biometric Privacy Enhancement. <i>IEEE Trans Biom Behav Identity Sci</i>. 2022;4(2):263–275. doi:<a href=\"https://doi.org/10.1109/TBIOM.2022.3172724\">10.1109/TBIOM.2022.3172724</a>","bibtex":"@article{Roig_Rathgeb_Drozdowski_Terhörst_Struc_Busch_2022, title={An Attack on Facial Soft-Biometric Privacy Enhancement}, volume={4}, DOI={<a href=\"https://doi.org/10.1109/TBIOM.2022.3172724\">10.1109/TBIOM.2022.3172724</a>}, number={2}, journal={IEEE Trans. Biom. Behav. Identity Sci.}, author={Roig, Dailé Osorio and Rathgeb, Christian and Drozdowski, Pawel and Terhörst, Philipp and Struc, Vitomir and Busch, Christoph}, year={2022}, pages={263–275} }","mla":"Roig, Dailé Osorio, et al. “An Attack on Facial Soft-Biometric Privacy Enhancement.” <i>IEEE Trans. Biom. Behav. Identity Sci.</i>, vol. 4, no. 2, 2022, pp. 263–275, doi:<a href=\"https://doi.org/10.1109/TBIOM.2022.3172724\">10.1109/TBIOM.2022.3172724</a>."},"publication":"IEEE Trans. Biom. Behav. Identity Sci.","issue":"2","department":[{"_id":"761"}],"type":"journal_article","date_created":"2022-12-21T12:24:27Z"},{"publication":"Hochschullehre erforschen","citation":{"ieee":"G. Graefe and K. Temmen, “Von der Präsenz-Blockveranstaltung zum Blended Learning-Konzept,” in <i>Hochschullehre erforschen</i>, Wiesbaden: Springer Fachmedien Wiesbaden, 2022.","apa":"Graefe, G., &#38; Temmen, K. (2022). Von der Präsenz-Blockveranstaltung zum Blended Learning-Konzept. In <i>Hochschullehre erforschen</i>. Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-34185-5_7\">https://doi.org/10.1007/978-3-658-34185-5_7</a>","short":"G. Graefe, K. Temmen, in: Hochschullehre Erforschen, Springer Fachmedien Wiesbaden, Wiesbaden, 2022.","chicago":"Graefe, Grit, and Katrin Temmen. “Von Der Präsenz-Blockveranstaltung Zum Blended Learning-Konzept.” In <i>Hochschullehre Erforschen</i>. Wiesbaden: Springer Fachmedien Wiesbaden, 2022. <a href=\"https://doi.org/10.1007/978-3-658-34185-5_7\">https://doi.org/10.1007/978-3-658-34185-5_7</a>.","mla":"Graefe, Grit, and Katrin Temmen. “Von Der Präsenz-Blockveranstaltung Zum Blended Learning-Konzept.” <i>Hochschullehre Erforschen</i>, Springer Fachmedien Wiesbaden, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-658-34185-5_7\">10.1007/978-3-658-34185-5_7</a>.","bibtex":"@inbook{Graefe_Temmen_2022, place={Wiesbaden}, title={Von der Präsenz-Blockveranstaltung zum Blended Learning-Konzept}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-34185-5_7\">10.1007/978-3-658-34185-5_7</a>}, booktitle={Hochschullehre erforschen}, publisher={Springer Fachmedien Wiesbaden}, author={Graefe, Grit and Temmen, Katrin}, year={2022} }","ama":"Graefe G, Temmen K. Von der Präsenz-Blockveranstaltung zum Blended Learning-Konzept. In: <i>Hochschullehre Erforschen</i>. Springer Fachmedien Wiesbaden; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-658-34185-5_7\">10.1007/978-3-658-34185-5_7</a>"},"type":"book_chapter","department":[{"_id":"300"}],"place":"Wiesbaden","date_created":"2023-01-10T07:49:47Z","date_updated":"2023-01-18T07:09:33Z","publication_status":"published","status":"public","year":"2022","title":"Von der Präsenz-Blockveranstaltung zum Blended Learning-Konzept","author":[{"first_name":"Grit","last_name":"Graefe","full_name":"Graefe, Grit"},{"full_name":"Temmen, Katrin","first_name":"Katrin","last_name":"Temmen","id":"30086"}],"publication_identifier":{"isbn":["9783658341848","9783658341855"],"issn":["2945-9761","2945-977X"]},"doi":"10.1007/978-3-658-34185-5_7","user_id":"85414","_id":"35638","publisher":"Springer Fachmedien Wiesbaden","language":[{"iso":"eng"}]},{"title":"First-year university students' self-regulated learning during the COVID-19 pandemic: a qualitative longitudinal study","status":"public","year":"2022","publication_identifier":{"issn":["1863-9690","1863-9704"]},"author":[{"full_name":"Liebendörfer, Michael","first_name":"Michael","last_name":"Liebendörfer"},{"full_name":"Kempen, Leander","last_name":"Kempen","first_name":"Leander"},{"full_name":"Schukajlow, Stanislaw","first_name":"Stanislaw","last_name":"Schukajlow"}],"date_updated":"2023-01-18T22:44:06Z","publication_status":"published","language":[{"iso":"eng"}],"_id":"37470","publisher":"Springer Science and Business Media LLC","doi":"10.1007/s11858-022-01444-5","user_id":"30933","publication":"ZDM – Mathematics Education","citation":{"ieee":"M. Liebendörfer, L. Kempen, and S. Schukajlow, “First-year university students’ self-regulated learning during the COVID-19 pandemic: a qualitative longitudinal study,” <i>ZDM – Mathematics Education</i>, 2022, doi: <a href=\"https://doi.org/10.1007/s11858-022-01444-5\">10.1007/s11858-022-01444-5</a>.","apa":"Liebendörfer, M., Kempen, L., &#38; Schukajlow, S. (2022). First-year university students’ self-regulated learning during the COVID-19 pandemic: a qualitative longitudinal study. <i>ZDM – Mathematics Education</i>. <a href=\"https://doi.org/10.1007/s11858-022-01444-5\">https://doi.org/10.1007/s11858-022-01444-5</a>","short":"M. Liebendörfer, L. Kempen, S. Schukajlow, ZDM – Mathematics Education (2022).","chicago":"Liebendörfer, Michael, Leander Kempen, and Stanislaw Schukajlow. “First-Year University Students’ Self-Regulated Learning during the COVID-19 Pandemic: A Qualitative Longitudinal Study.” <i>ZDM – Mathematics Education</i>, 2022. <a href=\"https://doi.org/10.1007/s11858-022-01444-5\">https://doi.org/10.1007/s11858-022-01444-5</a>.","mla":"Liebendörfer, Michael, et al. “First-Year University Students’ Self-Regulated Learning during the COVID-19 Pandemic: A Qualitative Longitudinal Study.” <i>ZDM – Mathematics Education</i>, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s11858-022-01444-5\">10.1007/s11858-022-01444-5</a>.","bibtex":"@article{Liebendörfer_Kempen_Schukajlow_2022, title={First-year university students’ self-regulated learning during the COVID-19 pandemic: a qualitative longitudinal study}, DOI={<a href=\"https://doi.org/10.1007/s11858-022-01444-5\">10.1007/s11858-022-01444-5</a>}, journal={ZDM – Mathematics Education}, publisher={Springer Science and Business Media LLC}, author={Liebendörfer, Michael and Kempen, Leander and Schukajlow, Stanislaw}, year={2022} }","ama":"Liebendörfer M, Kempen L, Schukajlow S. First-year university students’ self-regulated learning during the COVID-19 pandemic: a qualitative longitudinal study. <i>ZDM – Mathematics Education</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1007/s11858-022-01444-5\">10.1007/s11858-022-01444-5</a>"},"abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>When the COVID-19 pandemic began, many universities switched to fully online teaching. This unexpected switching to online teaching was challenging for both teachers and students, and restrictions that were put in place because of pandemic made this challenge even greater. However, new ways of teaching might also open new opportunities for students’ learning. The research question driving our study was as follows: how do students regulate their learning and specifically their choice of resources and peer learning in university mathematics classes that are fully taught online as offered during the COVID-19 pandemic? We report on a longitudinal, qualitative study in which students recorded a brief audio diary twice a week over one whole semester (14 weeks). We focused on three students who completed 70 interviews in total and finished the semester with varying degrees of success. The results show how the students structured their studying (e.g., the roles that deadlines or synchronous teaching events played). They illustrate the strengths and limitations of digital materials provided by the lecturer and the use of complementary media. Further, the pandemic uncovered the double-edged role of simple, often anonymous exchanges (e.g., via Discord servers), with few binding forces for either side, and the significance of stable learning partnerships for students’ success. Our research highlights aspects that should be focal points when comparing traditional instruction and online instruction during the pandemic from a self-regulatory perspective. Practical implications refer to how these aspects can be combined sensibly in fully online courses, but also in blended learning contexts.</jats:p>"}],"date_created":"2023-01-18T22:22:25Z","keyword":["General Mathematics","Education"],"type":"journal_article","department":[{"_id":"10"}]},{"date_created":"2023-01-18T22:22:49Z","department":[{"_id":"10"}],"keyword":["Education","Mathematics (miscellaneous)"],"type":"journal_article","citation":{"bibtex":"@article{Büdenbender-Kuklinski_Hochmuth_Liebendörfer_2022, title={Exploring the Perceived Relevance of University Mathematics Studies by First-Semester Teaching Students}, DOI={<a href=\"https://doi.org/10.1007/s40753-022-00188-7\">10.1007/s40753-022-00188-7</a>}, journal={International Journal of Research in Undergraduate Mathematics Education}, publisher={Springer Science and Business Media LLC}, author={Büdenbender-Kuklinski, Christiane and Hochmuth, Reinhard and Liebendörfer, Michael}, year={2022} }","chicago":"Büdenbender-Kuklinski, Christiane, Reinhard Hochmuth, and Michael Liebendörfer. “Exploring the Perceived Relevance of University Mathematics Studies by First-Semester Teaching Students.” <i>International Journal of Research in Undergraduate Mathematics Education</i>, 2022. <a href=\"https://doi.org/10.1007/s40753-022-00188-7\">https://doi.org/10.1007/s40753-022-00188-7</a>.","short":"C. Büdenbender-Kuklinski, R. Hochmuth, M. Liebendörfer, International Journal of Research in Undergraduate Mathematics Education (2022).","ama":"Büdenbender-Kuklinski C, Hochmuth R, Liebendörfer M. Exploring the Perceived Relevance of University Mathematics Studies by First-Semester Teaching Students. <i>International Journal of Research in Undergraduate Mathematics Education</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1007/s40753-022-00188-7\">10.1007/s40753-022-00188-7</a>","ieee":"C. Büdenbender-Kuklinski, R. Hochmuth, and M. Liebendörfer, “Exploring the Perceived Relevance of University Mathematics Studies by First-Semester Teaching Students,” <i>International Journal of Research in Undergraduate Mathematics Education</i>, 2022, doi: <a href=\"https://doi.org/10.1007/s40753-022-00188-7\">10.1007/s40753-022-00188-7</a>.","apa":"Büdenbender-Kuklinski, C., Hochmuth, R., &#38; Liebendörfer, M. (2022). Exploring the Perceived Relevance of University Mathematics Studies by First-Semester Teaching Students. <i>International Journal of Research in Undergraduate Mathematics Education</i>. <a href=\"https://doi.org/10.1007/s40753-022-00188-7\">https://doi.org/10.1007/s40753-022-00188-7</a>","mla":"Büdenbender-Kuklinski, Christiane, et al. “Exploring the Perceived Relevance of University Mathematics Studies by First-Semester Teaching Students.” <i>International Journal of Research in Undergraduate Mathematics Education</i>, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s40753-022-00188-7\">10.1007/s40753-022-00188-7</a>."},"publication":"International Journal of Research in Undergraduate Mathematics Education","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>As earlier research results suggest that many mathematics teaching students criticize a missing relevance in their studies, we explore explanations and interrelationships of their relevance assessments. We aim at finding out how one could support the students in attributing relevance to their study programs. A two-fold model for relevance assessments in mathematics teacher education is proposed, consisting of relevance content and relevance reasons. We investigate students' relevance perceptions of mathematical topics and of topics’ complexities, as well as their rating of individual and societal/ vocational relevance reasons, all in relation to their perception of the relevance of their overall program of study. Contrary to earlier research findings, our results suggest that mathematics teaching students already do attribute relevance to many content areas and that a preparation for the teaching profession is not the only reason for them to assign relevance. There also seem to be many students who would attribute relevance if they could develop as individuals and pursue their interests. We suggest that giving students opportunities to set individual priorities in their studies could hence support their relevance assessments. As low relevance assessments seem to be connected to students’ motivational problems, students might profit from motivational support, as well.</jats:p>","lang":"eng"}],"language":[{"iso":"eng"}],"_id":"37472","publisher":"Springer Science and Business Media LLC","doi":"10.1007/s40753-022-00188-7","user_id":"30933","author":[{"last_name":"Büdenbender-Kuklinski","first_name":"Christiane","full_name":"Büdenbender-Kuklinski, Christiane"},{"last_name":"Hochmuth","first_name":"Reinhard","full_name":"Hochmuth, Reinhard"},{"full_name":"Liebendörfer, Michael","first_name":"Michael","last_name":"Liebendörfer"}],"publication_identifier":{"issn":["2198-9745","2198-9753"]},"status":"public","title":"Exploring the Perceived Relevance of University Mathematics Studies by First-Semester Teaching Students","year":"2022","date_updated":"2023-01-18T22:43:43Z","publication_status":"published"}]