[{"author":[{"first_name":"Sabrina","last_name":"Amft","full_name":"Amft, Sabrina"},{"full_name":"Höltervennhoff, Sandra","last_name":"Höltervennhoff","first_name":"Sandra"},{"full_name":"Huaman, Nicolas","first_name":"Nicolas","last_name":"Huaman"},{"full_name":"Krause, Alexander","last_name":"Krause","first_name":"Alexander"},{"full_name":"Simko, Lucy","first_name":"Lucy","last_name":"Simko"},{"id":"94636","full_name":"Acar, Yasemin","last_name":"Acar","first_name":"Yasemin"},{"full_name":"Fahl, Sascha","first_name":"Sascha","last_name":"Fahl"}],"year":"2023","status":"public","title":"\"We’ve Disabled MFA for You\": An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery Deployments","date_updated":"2024-06-05T13:52:15Z","_id":"53362","language":[{"iso":"eng"}],"publisher":"ACM","page":"3138–3152","editor":[{"last_name":"Meng","first_name":"Weizhi","full_name":"Meng, Weizhi"},{"full_name":"Jensen, Christian Damsgaard","first_name":"Christian Damsgaard","last_name":"Jensen"},{"first_name":"Cas","last_name":"Cremers","full_name":"Cremers, Cas"},{"first_name":"Engin","last_name":"Kirda","full_name":"Kirda, Engin"}],"doi":"10.1145/3576915.3623180","user_id":"14931","citation":{"mla":"Amft, Sabrina, et al. “‘We’ve Disabled MFA for You’: An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery Deployments.” <i>Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023</i>, edited by Weizhi Meng et al., ACM, 2023, pp. 3138–3152, doi:<a href=\"https://doi.org/10.1145/3576915.3623180\">10.1145/3576915.3623180</a>.","bibtex":"@inproceedings{Amft_Höltervennhoff_Huaman_Krause_Simko_Acar_Fahl_2023, title={“We’ve Disabled MFA for You”: An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery Deployments}, DOI={<a href=\"https://doi.org/10.1145/3576915.3623180\">10.1145/3576915.3623180</a>}, booktitle={Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023}, publisher={ACM}, author={Amft, Sabrina and Höltervennhoff, Sandra and Huaman, Nicolas and Krause, Alexander and Simko, Lucy and Acar, Yasemin and Fahl, Sascha}, editor={Meng, Weizhi and Jensen, Christian Damsgaard and Cremers, Cas and Kirda, Engin}, year={2023}, pages={3138–3152} }","ama":"Amft S, Höltervennhoff S, Huaman N, et al. “We’ve Disabled MFA for You”: An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery Deployments. In: Meng W, Jensen CD, Cremers C, Kirda E, eds. <i>Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023</i>. ACM; 2023:3138–3152. doi:<a href=\"https://doi.org/10.1145/3576915.3623180\">10.1145/3576915.3623180</a>","ieee":"S. Amft <i>et al.</i>, “‘We’ve Disabled MFA for You’: An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery Deployments,” in <i>Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023</i>, 2023, pp. 3138–3152, doi: <a href=\"https://doi.org/10.1145/3576915.3623180\">10.1145/3576915.3623180</a>.","apa":"Amft, S., Höltervennhoff, S., Huaman, N., Krause, A., Simko, L., Acar, Y., &#38; Fahl, S. (2023). “We’ve Disabled MFA for You”: An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery Deployments. In W. Meng, C. D. Jensen, C. Cremers, &#38; E. Kirda (Eds.), <i>Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023</i> (pp. 3138–3152). ACM. <a href=\"https://doi.org/10.1145/3576915.3623180\">https://doi.org/10.1145/3576915.3623180</a>","chicago":"Amft, Sabrina, Sandra Höltervennhoff, Nicolas Huaman, Alexander Krause, Lucy Simko, Yasemin Acar, and Sascha Fahl. “‘We’ve Disabled MFA for You’: An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery Deployments.” In <i>Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023</i>, edited by Weizhi Meng, Christian Damsgaard Jensen, Cas Cremers, and Engin Kirda, 3138–3152. ACM, 2023. <a href=\"https://doi.org/10.1145/3576915.3623180\">https://doi.org/10.1145/3576915.3623180</a>.","short":"S. Amft, S. Höltervennhoff, N. Huaman, A. Krause, L. Simko, Y. Acar, S. Fahl, in: W. Meng, C.D. Jensen, C. Cremers, E. Kirda (Eds.), Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023, ACM, 2023, pp. 3138–3152."},"publication":"Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023","date_created":"2024-04-09T06:22:43Z","department":[{"_id":"858"}],"type":"conference"},{"date_created":"2023-12-04T11:07:08Z","department":[{"_id":"76"},{"_id":"858"}],"type":"conference","citation":{"short":"S. Krüger, M. Reif, A.-K. Wickert, S. Nadi, K. Ali, E. Bodden, Y. Acar, M. Mezini, S. Fahl, in: 2023 IEEE Secure Development Conference (SecDev), IEEE, 2023.","chicago":"Krüger, Stefan, Michael Reif, Anna-Katharina Wickert, Sarah Nadi, Karim Ali, Eric Bodden, Yasemin Acar, Mira Mezini, and Sascha Fahl. “Securing Your Crypto-API Usage Through Tool Support - A Usability Study.” In <i>2023 IEEE Secure Development Conference (SecDev)</i>. IEEE, 2023. <a href=\"https://doi.org/10.1109/secdev56634.2023.00015\">https://doi.org/10.1109/secdev56634.2023.00015</a>.","ieee":"S. Krüger <i>et al.</i>, “Securing Your Crypto-API Usage Through Tool Support - A Usability Study,” 2023, doi: <a href=\"https://doi.org/10.1109/secdev56634.2023.00015\">10.1109/secdev56634.2023.00015</a>.","apa":"Krüger, S., Reif, M., Wickert, A.-K., Nadi, S., Ali, K., Bodden, E., Acar, Y., Mezini, M., &#38; Fahl, S. (2023). Securing Your Crypto-API Usage Through Tool Support - A Usability Study. <i>2023 IEEE Secure Development Conference (SecDev)</i>. <a href=\"https://doi.org/10.1109/secdev56634.2023.00015\">https://doi.org/10.1109/secdev56634.2023.00015</a>","bibtex":"@inproceedings{Krüger_Reif_Wickert_Nadi_Ali_Bodden_Acar_Mezini_Fahl_2023, title={Securing Your Crypto-API Usage Through Tool Support - A Usability Study}, DOI={<a href=\"https://doi.org/10.1109/secdev56634.2023.00015\">10.1109/secdev56634.2023.00015</a>}, booktitle={2023 IEEE Secure Development Conference (SecDev)}, publisher={IEEE}, author={Krüger, Stefan and Reif, Michael and Wickert, Anna-Katharina and Nadi, Sarah and Ali, Karim and Bodden, Eric and Acar, Yasemin and Mezini, Mira and Fahl, Sascha}, year={2023} }","ama":"Krüger S, Reif M, Wickert A-K, et al. Securing Your Crypto-API Usage Through Tool Support - A Usability Study. In: <i>2023 IEEE Secure Development Conference (SecDev)</i>. IEEE; 2023. doi:<a href=\"https://doi.org/10.1109/secdev56634.2023.00015\">10.1109/secdev56634.2023.00015</a>","mla":"Krüger, Stefan, et al. “Securing Your Crypto-API Usage Through Tool Support - A Usability Study.” <i>2023 IEEE Secure Development Conference (SecDev)</i>, IEEE, 2023, doi:<a href=\"https://doi.org/10.1109/secdev56634.2023.00015\">10.1109/secdev56634.2023.00015</a>."},"publication":"2023 IEEE Secure Development Conference (SecDev)","language":[{"iso":"eng"}],"_id":"49438","publisher":"IEEE","user_id":"14931","doi":"10.1109/secdev56634.2023.00015","author":[{"full_name":"Krüger, Stefan","last_name":"Krüger","first_name":"Stefan"},{"last_name":"Reif","first_name":"Michael","full_name":"Reif, Michael"},{"full_name":"Wickert, Anna-Katharina","last_name":"Wickert","first_name":"Anna-Katharina"},{"last_name":"Nadi","first_name":"Sarah","full_name":"Nadi, Sarah"},{"first_name":"Karim","last_name":"Ali","full_name":"Ali, Karim"},{"id":"59256","first_name":"Eric","orcid":"0000-0003-3470-3647","last_name":"Bodden","full_name":"Bodden, Eric"},{"id":"94636","full_name":"Acar, Yasemin","last_name":"Acar","first_name":"Yasemin"},{"full_name":"Mezini, Mira","last_name":"Mezini","first_name":"Mira"},{"full_name":"Fahl, Sascha","last_name":"Fahl","first_name":"Sascha"}],"year":"2023","status":"public","title":"Securing Your Crypto-API Usage Through Tool Support - A Usability Study","publication_status":"published","date_updated":"2024-06-05T13:51:00Z"},{"publication":"IEEE Security & Privacy","issue":"6","citation":{"mla":"Fourné, Marcel, et al. “A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda.” <i>IEEE Security &#38; Privacy</i>, vol. 21, no. 6, IEEE, 2023, pp. 59–63.","ama":"Fourné M, Wermke D, Fahl S, Acar Y. A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda. <i>IEEE Security &#38; Privacy</i>. 2023;21(6):59–63.","bibtex":"@article{Fourné_Wermke_Fahl_Acar_2023, title={A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda}, volume={21}, number={6}, journal={IEEE Security &#38; Privacy}, publisher={IEEE}, author={Fourné, Marcel and Wermke, Dominik and Fahl, Sascha and Acar, Yasemin}, year={2023}, pages={59–63} }","apa":"Fourné, M., Wermke, D., Fahl, S., &#38; Acar, Y. (2023). A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda. <i>IEEE Security &#38; Privacy</i>, <i>21</i>(6), 59–63.","ieee":"M. Fourné, D. Wermke, S. Fahl, and Y. Acar, “A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda,” <i>IEEE Security &#38; Privacy</i>, vol. 21, no. 6, pp. 59–63, 2023.","short":"M. Fourné, D. Wermke, S. Fahl, Y. Acar, IEEE Security &#38; Privacy 21 (2023) 59–63.","chicago":"Fourné, Marcel, Dominik Wermke, Sascha Fahl, and Yasemin Acar. “A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda.” <i>IEEE Security &#38; Privacy</i> 21, no. 6 (2023): 59–63."},"type":"journal_article","department":[{"_id":"858"}],"date_created":"2024-04-09T07:14:43Z","date_updated":"2024-06-05T13:53:18Z","intvolume":"        21","year":"2023","title":"A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda","status":"public","author":[{"id":"99291","last_name":"Fourné","first_name":"Marcel","full_name":"Fourné, Marcel"},{"full_name":"Wermke, Dominik","first_name":"Dominik","last_name":"Wermke"},{"first_name":"Sascha","last_name":"Fahl","full_name":"Fahl, Sascha"},{"id":"94636","last_name":"Acar","first_name":"Yasemin","full_name":"Acar, Yasemin"}],"user_id":"14931","volume":21,"page":"59–63","language":[{"iso":"eng"}],"_id":"53368","publisher":"IEEE"},{"publication":"2024 IEEE Symposium on Security and Privacy (SP)","citation":{"short":"M. Tran, C.W. Munyendo, H. Sri Ramulu, R.G. Rodriguez, L.B. Schnell, C. Sula, L. Simko, Y. Acar, in: 2024 IEEE Symposium on Security and Privacy (SP), 2023, pp. 4–4.","chicago":"Tran, Mindy, Collins W Munyendo, Harshini Sri Ramulu, Rachel Gonzalez Rodriguez, Luisa Ball Schnell, Cora Sula, Lucy Simko, and Yasemin Acar. “Security, Privacy, and Data-Sharing Trade-Offs When Moving to the United States: Insights from a Qualitative Study.” In <i>2024 IEEE Symposium on Security and Privacy (SP)</i>, 4–4, 2023.","apa":"Tran, M., Munyendo, C. W., Sri Ramulu, H., Rodriguez, R. G., Schnell, L. B., Sula, C., Simko, L., &#38; Acar, Y. (2023). Security, Privacy, and Data-sharing Trade-offs When Moving to the United States: Insights from a Qualitative Study. <i>2024 IEEE Symposium on Security and Privacy (SP)</i>, 4–4.","ieee":"M. Tran <i>et al.</i>, “Security, Privacy, and Data-sharing Trade-offs When Moving to the United States: Insights from a Qualitative Study,” in <i>2024 IEEE Symposium on Security and Privacy (SP)</i>, 2023, pp. 4–4.","ama":"Tran M, Munyendo CW, Sri Ramulu H, et al. Security, Privacy, and Data-sharing Trade-offs When Moving to the United States: Insights from a Qualitative Study. In: <i>2024 IEEE Symposium on Security and Privacy (SP)</i>. ; 2023:4–4.","bibtex":"@inproceedings{Tran_Munyendo_Sri Ramulu_Rodriguez_Schnell_Sula_Simko_Acar_2023, title={Security, Privacy, and Data-sharing Trade-offs When Moving to the United States: Insights from a Qualitative Study}, booktitle={2024 IEEE Symposium on Security and Privacy (SP)}, author={Tran, Mindy and Munyendo, Collins W and Sri Ramulu, Harshini and Rodriguez, Rachel Gonzalez and Schnell, Luisa Ball and Sula, Cora and Simko, Lucy and Acar, Yasemin}, year={2023}, pages={4–4} }","mla":"Tran, Mindy, et al. “Security, Privacy, and Data-Sharing Trade-Offs When Moving to the United States: Insights from a Qualitative Study.” <i>2024 IEEE Symposium on Security and Privacy (SP)</i>, 2023, pp. 4–4."},"date_created":"2024-04-09T07:11:01Z","type":"conference","department":[{"_id":"858"}],"status":"public","year":"2023","title":"Security, Privacy, and Data-sharing Trade-offs When Moving to the United States: Insights from a Qualitative Study","author":[{"last_name":"Tran","first_name":"Mindy","full_name":"Tran, Mindy","id":"99001"},{"last_name":"Munyendo","first_name":"Collins W","full_name":"Munyendo, Collins W"},{"full_name":"Sri Ramulu, Harshini","first_name":"Harshini","last_name":"Sri Ramulu","orcid":"0000-0002-0000-5843","id":"99000"},{"first_name":"Rachel Gonzalez","last_name":"Rodriguez","full_name":"Rodriguez, Rachel Gonzalez"},{"full_name":"Schnell, Luisa Ball","last_name":"Schnell","first_name":"Luisa Ball"},{"first_name":"Cora","last_name":"Sula","full_name":"Sula, Cora"},{"full_name":"Simko, Lucy","last_name":"Simko","first_name":"Lucy"},{"id":"94636","last_name":"Acar","first_name":"Yasemin","full_name":"Acar, Yasemin"}],"date_updated":"2024-06-05T13:52:39Z","page":"4–4","language":[{"iso":"eng"}],"_id":"53366","user_id":"14931"},{"page":"59–63","language":[{"iso":"eng"}],"_id":"53348","doi":"10.1109/MSEC.2023.3316569","user_id":"14931","volume":21,"status":"public","title":"A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda","year":"2023","author":[{"id":"99291","first_name":"Marcel","last_name":"Fourné","full_name":"Fourné, Marcel"},{"last_name":"Wermke","first_name":"Dominik","full_name":"Wermke, Dominik"},{"last_name":"Fahl","first_name":"Sascha","full_name":"Fahl, Sascha"},{"full_name":"Acar, Yasemin","first_name":"Yasemin","last_name":"Acar","id":"94636"}],"date_updated":"2024-06-05T13:51:52Z","intvolume":"        21","date_created":"2024-04-08T09:02:04Z","type":"journal_article","department":[{"_id":"858"}],"publication":"IEEE Secur. Priv.","issue":"6","citation":{"ama":"Fourné M, Wermke D, Fahl S, Acar Y. A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda. <i>IEEE Secur Priv</i>. 2023;21(6):59–63. doi:<a href=\"https://doi.org/10.1109/MSEC.2023.3316569\">10.1109/MSEC.2023.3316569</a>","short":"M. Fourné, D. Wermke, S. Fahl, Y. Acar, IEEE Secur. Priv. 21 (2023) 59–63.","chicago":"Fourné, Marcel, Dominik Wermke, Sascha Fahl, and Yasemin Acar. “A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda.” <i>IEEE Secur. Priv.</i> 21, no. 6 (2023): 59–63. <a href=\"https://doi.org/10.1109/MSEC.2023.3316569\">https://doi.org/10.1109/MSEC.2023.3316569</a>.","bibtex":"@article{Fourné_Wermke_Fahl_Acar_2023, title={A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda}, volume={21}, DOI={<a href=\"https://doi.org/10.1109/MSEC.2023.3316569\">10.1109/MSEC.2023.3316569</a>}, number={6}, journal={IEEE Secur. Priv.}, author={Fourné, Marcel and Wermke, Dominik and Fahl, Sascha and Acar, Yasemin}, year={2023}, pages={59–63} }","apa":"Fourné, M., Wermke, D., Fahl, S., &#38; Acar, Y. (2023). A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda. <i>IEEE Secur. Priv.</i>, <i>21</i>(6), 59–63. <a href=\"https://doi.org/10.1109/MSEC.2023.3316569\">https://doi.org/10.1109/MSEC.2023.3316569</a>","mla":"Fourné, Marcel, et al. “A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda.” <i>IEEE Secur. Priv.</i>, vol. 21, no. 6, 2023, pp. 59–63, doi:<a href=\"https://doi.org/10.1109/MSEC.2023.3316569\">10.1109/MSEC.2023.3316569</a>.","ieee":"M. Fourné, D. Wermke, S. Fahl, and Y. Acar, “A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda,” <i>IEEE Secur. Priv.</i>, vol. 21, no. 6, pp. 59–63, 2023, doi: <a href=\"https://doi.org/10.1109/MSEC.2023.3316569\">10.1109/MSEC.2023.3316569</a>."}},{"department":[{"_id":"858"}],"type":"journal_article","date_created":"2024-04-08T09:22:02Z","citation":{"bibtex":"@article{Simko_Sri Ramulu_Kohno_Acar_2023, title={The Use and Non-Use of Technology During Hurricanes}, volume={7}, DOI={<a href=\"https://doi.org/10.1145/3610215\">10.1145/3610215</a>}, number={CSCW2}, journal={Proc. ACM Hum. Comput. Interact.}, author={Simko, Lucy and Sri Ramulu, Harshini and Kohno, Tadayoshi and Acar, Yasemin}, year={2023}, pages={1–54} }","ama":"Simko L, Sri Ramulu H, Kohno T, Acar Y. The Use and Non-Use of Technology During Hurricanes. <i>Proc ACM Hum Comput Interact</i>. 2023;7(CSCW2):1–54. doi:<a href=\"https://doi.org/10.1145/3610215\">10.1145/3610215</a>","mla":"Simko, Lucy, et al. “The Use and Non-Use of Technology During Hurricanes.” <i>Proc. ACM Hum. Comput. Interact.</i>, vol. 7, no. CSCW2, 2023, pp. 1–54, doi:<a href=\"https://doi.org/10.1145/3610215\">10.1145/3610215</a>.","chicago":"Simko, Lucy, Harshini Sri Ramulu, Tadayoshi Kohno, and Yasemin Acar. “The Use and Non-Use of Technology During Hurricanes.” <i>Proc. ACM Hum. Comput. Interact.</i> 7, no. CSCW2 (2023): 1–54. <a href=\"https://doi.org/10.1145/3610215\">https://doi.org/10.1145/3610215</a>.","short":"L. Simko, H. Sri Ramulu, T. Kohno, Y. Acar, Proc. ACM Hum. Comput. Interact. 7 (2023) 1–54.","ieee":"L. Simko, H. Sri Ramulu, T. Kohno, and Y. Acar, “The Use and Non-Use of Technology During Hurricanes,” <i>Proc. ACM Hum. Comput. Interact.</i>, vol. 7, no. CSCW2, pp. 1–54, 2023, doi: <a href=\"https://doi.org/10.1145/3610215\">10.1145/3610215</a>.","apa":"Simko, L., Sri Ramulu, H., Kohno, T., &#38; Acar, Y. (2023). The Use and Non-Use of Technology During Hurricanes. <i>Proc. ACM Hum. Comput. Interact.</i>, <i>7</i>(CSCW2), 1–54. <a href=\"https://doi.org/10.1145/3610215\">https://doi.org/10.1145/3610215</a>"},"publication":"Proc. ACM Hum. Comput. Interact.","issue":"CSCW2","volume":7,"doi":"10.1145/3610215","user_id":"14931","language":[{"iso":"eng"}],"_id":"53352","page":"1–54","intvolume":"         7","date_updated":"2024-06-05T13:53:38Z","author":[{"full_name":"Simko, Lucy","first_name":"Lucy","last_name":"Simko"},{"full_name":"Sri Ramulu, Harshini","last_name":"Sri Ramulu","orcid":"0000-0002-0000-5843","first_name":"Harshini","id":"99000"},{"first_name":"Tadayoshi","last_name":"Kohno","full_name":"Kohno, Tadayoshi"},{"id":"94636","last_name":"Acar","first_name":"Yasemin","full_name":"Acar, Yasemin"}],"year":"2023","title":"The Use and Non-Use of Technology During Hurricanes","status":"public"},{"type":"journal_article","keyword":["Feature normalization","Algorithm selection","Traveling salesperson problem"],"department":[{"_id":"34"},{"_id":"819"}],"date_created":"2023-08-04T07:18:38Z","abstract":[{"lang":"eng","text":"Classic automated algorithm selection (AS) for (combinatorial) optimization problems heavily relies on so-called instance features, i.e., numerical characteristics of the problem at hand ideally extracted with computationally low-demanding routines. For the traveling salesperson problem (TSP) a plethora of features have been suggested. Most of these features are, if at all, only normalized imprecisely raising the issue of feature values being strongly affected by the instance size. Such artifacts may have detrimental effects on algorithm selection models. We propose a normalization for two feature groups which stood out in multiple AS studies on the TSP: (a) features based on a minimum spanning tree (MST) and (b) nearest neighbor relationships of the input instance. To this end we theoretically derive minimum and maximum values for properties of MSTs and k-nearest neighbor graphs (NNG) of Euclidean graphs. We analyze the differences in feature space between normalized versions of these features and their unnormalized counterparts. Our empirical investigations on various TSP benchmark sets point out that the feature scaling succeeds in eliminating the effect of the instance size. A proof-of-concept AS-study shows promising results: models trained with normalized features tend to outperform those trained with the respective vanilla features."}],"publication":"Theoretical Computer Science","citation":{"ama":"Heins J, Bossek J, Pohl J, Seiler M, Trautmann H, Kerschke P. A study on the effects of normalized TSP features for automated algorithm selection. <i>Theoretical Computer Science</i>. 2023;940:123-145. doi:<a href=\"https://doi.org/10.1016/j.tcs.2022.10.019\">https://doi.org/10.1016/j.tcs.2022.10.019</a>","bibtex":"@article{Heins_Bossek_Pohl_Seiler_Trautmann_Kerschke_2023, title={A study on the effects of normalized TSP features for automated algorithm selection}, volume={940}, DOI={<a href=\"https://doi.org/10.1016/j.tcs.2022.10.019\">https://doi.org/10.1016/j.tcs.2022.10.019</a>}, journal={Theoretical Computer Science}, author={Heins, Jonathan and Bossek, Jakob and Pohl, Janina and Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal}, year={2023}, pages={123–145} }","mla":"Heins, Jonathan, et al. “A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection.” <i>Theoretical Computer Science</i>, vol. 940, 2023, pp. 123–45, doi:<a href=\"https://doi.org/10.1016/j.tcs.2022.10.019\">https://doi.org/10.1016/j.tcs.2022.10.019</a>.","chicago":"Heins, Jonathan, Jakob Bossek, Janina Pohl, Moritz Seiler, Heike Trautmann, and Pascal Kerschke. “A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection.” <i>Theoretical Computer Science</i> 940 (2023): 123–45. <a href=\"https://doi.org/10.1016/j.tcs.2022.10.019\">https://doi.org/10.1016/j.tcs.2022.10.019</a>.","short":"J. Heins, J. Bossek, J. Pohl, M. Seiler, H. Trautmann, P. Kerschke, Theoretical Computer Science 940 (2023) 123–145.","apa":"Heins, J., Bossek, J., Pohl, J., Seiler, M., Trautmann, H., &#38; Kerschke, P. (2023). A study on the effects of normalized TSP features for automated algorithm selection. <i>Theoretical Computer Science</i>, <i>940</i>, 123–145. <a href=\"https://doi.org/10.1016/j.tcs.2022.10.019\">https://doi.org/10.1016/j.tcs.2022.10.019</a>","ieee":"J. Heins, J. Bossek, J. Pohl, M. Seiler, H. Trautmann, and P. Kerschke, “A study on the effects of normalized TSP features for automated algorithm selection,” <i>Theoretical Computer Science</i>, vol. 940, pp. 123–145, 2023, doi: <a href=\"https://doi.org/10.1016/j.tcs.2022.10.019\">https://doi.org/10.1016/j.tcs.2022.10.019</a>."},"user_id":"15504","doi":"https://doi.org/10.1016/j.tcs.2022.10.019","volume":940,"page":"123-145","_id":"46310","language":[{"iso":"eng"}],"date_updated":"2024-06-10T11:57:21Z","intvolume":"       940","title":"A study on the effects of normalized TSP features for automated algorithm selection","year":"2023","status":"public","author":[{"full_name":"Heins, Jonathan","first_name":"Jonathan","last_name":"Heins"},{"id":"102979","full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","last_name":"Bossek","first_name":"Jakob"},{"last_name":"Pohl","first_name":"Janina","full_name":"Pohl, Janina"},{"id":"105520","full_name":"Seiler, Moritz","first_name":"Moritz","last_name":"Seiler"},{"last_name":"Trautmann","first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","id":"100740"},{"full_name":"Kerschke, Pascal","first_name":"Pascal","last_name":"Kerschke"}],"publication_identifier":{"issn":["0304-3975"]}},{"publication_status":"accepted","date_updated":"2024-06-10T11:56:58Z","year":"2023","status":"public","title":"Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP","author":[{"first_name":"Moritz","last_name":"Seiler","full_name":"Seiler, Moritz","id":"105520"},{"last_name":"Rook","first_name":"Jeroen","full_name":"Rook, Jeroen"},{"full_name":"Heins, Jonathan","last_name":"Heins","first_name":"Jonathan"},{"orcid":"0009-0008-9308-2418","last_name":"Preuß","first_name":"Oliver Ludger","full_name":"Preuß, Oliver Ludger","id":"102978"},{"id":"102979","full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","first_name":"Jakob","last_name":"Bossek"},{"id":"100740","last_name":"Trautmann","first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike"}],"user_id":"15504","doi":"10.1109/SSCI52147.2023.10372008","page":"361 - 368","language":[{"iso":"eng"}],"_id":"48898","extern":"1","abstract":[{"lang":"eng","text":"Automated Algorithm Configuration (AAC) usually takes a global perspective: it identifies a parameter configuration for an (optimization) algorithm that maximizes a performance metric over a set of instances. However, the optimal choice of parameters strongly depends on the instance at hand and should thus be calculated on a per-instance basis. We explore the potential of Per-Instance Algorithm Configuration (PIAC) by using Reinforcement Learning (RL). To this end, we propose a novel PIAC approach that is based on deep neural networks. We apply it to predict configurations for the Lin\\textendash Kernighan heuristic (LKH) for the Traveling Salesperson Problem (TSP) individually for every single instance. To train our PIAC approach, we create a large set of 100000 TSP instances with 2000 nodes each \\textemdash currently the largest benchmark set to the best of our knowledge. We compare our approach to the state-of-the-art AAC method Sequential Model-based Algorithm Configuration (SMAC). The results show that our PIAC approach outperforms this baseline on both the newly created instance set and established instance sets."}],"publication":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","citation":{"ama":"Seiler M, Rook J, Heins J, Preuß OL, Bossek J, Trautmann H. Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP. In: <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>. ; :361-368. doi:<a href=\"https://doi.org/10.1109/SSCI52147.2023.10372008\">10.1109/SSCI52147.2023.10372008</a>","bibtex":"@inproceedings{Seiler_Rook_Heins_Preuß_Bossek_Trautmann, title={Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP}, DOI={<a href=\"https://doi.org/10.1109/SSCI52147.2023.10372008\">10.1109/SSCI52147.2023.10372008</a>}, booktitle={2023 IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Seiler, Moritz and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike}, pages={361–368} }","mla":"Seiler, Moritz, et al. “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.” <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>, pp. 361–68, doi:<a href=\"https://doi.org/10.1109/SSCI52147.2023.10372008\">10.1109/SSCI52147.2023.10372008</a>.","short":"M. Seiler, J. Rook, J. Heins, O.L. Preuß, J. Bossek, H. Trautmann, in: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), n.d., pp. 361–368.","chicago":"Seiler, Moritz, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, and Heike Trautmann. “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.” In <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>, 361–68, n.d. <a href=\"https://doi.org/10.1109/SSCI52147.2023.10372008\">https://doi.org/10.1109/SSCI52147.2023.10372008</a>.","apa":"Seiler, M., Rook, J., Heins, J., Preuß, O. L., Bossek, J., &#38; Trautmann, H. (n.d.). Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP. <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>, 361–368. <a href=\"https://doi.org/10.1109/SSCI52147.2023.10372008\">https://doi.org/10.1109/SSCI52147.2023.10372008</a>","ieee":"M. Seiler, J. Rook, J. Heins, O. L. Preuß, J. Bossek, and H. Trautmann, “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP,” in <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>, pp. 361–368, doi: <a href=\"https://doi.org/10.1109/SSCI52147.2023.10372008\">10.1109/SSCI52147.2023.10372008</a>."},"type":"conference","department":[{"_id":"819"}],"date_created":"2023-11-14T15:59:01Z"},{"user_id":"47427","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10564542"}],"page":"124-129","_id":"54838","language":[{"iso":"eng"}],"publisher":"VDE","date_updated":"2024-06-21T08:28:45Z","year":"2023","status":"public","title":"Hybrid control of interconnected power converters using both expert-driven droop and data-driven reinforcement learning approaches","author":[{"full_name":"Boshoff, Septimus","last_name":"Boshoff","first_name":"Septimus"},{"id":"65520","last_name":"Stenner","first_name":"Jan","full_name":"Stenner, Jan"},{"orcid":"0000-0003-3367-5998","last_name":"Weber","first_name":"Daniel","full_name":"Weber, Daniel","id":"24041"},{"full_name":"Meyer, Marvin","first_name":"Marvin","last_name":"Meyer"},{"first_name":"Vikas","last_name":"Chidananda","full_name":"Chidananda, Vikas"},{"last_name":"Peitz","orcid":"0000-0002-3389-793X","first_name":"Sebastian","full_name":"Peitz, Sebastian","id":"47427"},{"id":"11291","orcid":"https://orcid.org/0000-0001-9362-8777","last_name":"Wallscheid","first_name":"Oliver","full_name":"Wallscheid, Oliver"}],"publication_identifier":{"isbn":["978-3-8007-6318-4"]},"type":"conference","department":[{"_id":"655"},{"_id":"52"}],"date_created":"2024-06-21T07:12:10Z","project":[{"_id":"286","grant_number":"01IS20164","name":"DARE: DARE: Trainings-, Validierungs- und Benchmarkwerkzeuge zur Entwicklung datengetriebener Betriebs- und Regelungsverfahren für intelligente, lokale Energiesysteme"}],"publication":"IEEE Power and Energy Student Summit (PESS)","citation":{"chicago":"Boshoff, Septimus, Jan Stenner, Daniel Weber, Marvin Meyer, Vikas Chidananda, Sebastian Peitz, and Oliver Wallscheid. “Hybrid Control of Interconnected Power Converters Using Both Expert-Driven Droop and Data-Driven Reinforcement Learning Approaches.” In <i>IEEE Power and Energy Student Summit (PESS)</i>, 124–29. VDE, 2023.","short":"S. Boshoff, J. Stenner, D. Weber, M. Meyer, V. Chidananda, S. Peitz, O. Wallscheid, in: IEEE Power and Energy Student Summit (PESS), VDE, 2023, pp. 124–129.","apa":"Boshoff, S., Stenner, J., Weber, D., Meyer, M., Chidananda, V., Peitz, S., &#38; Wallscheid, O. (2023). Hybrid control of interconnected power converters using both expert-driven droop and data-driven reinforcement learning approaches. <i>IEEE Power and Energy Student Summit (PESS)</i>, 124–129.","ieee":"S. Boshoff <i>et al.</i>, “Hybrid control of interconnected power converters using both expert-driven droop and data-driven reinforcement learning approaches,” in <i>IEEE Power and Energy Student Summit (PESS)</i>, 2023, pp. 124–129.","ama":"Boshoff S, Stenner J, Weber D, et al. Hybrid control of interconnected power converters using both expert-driven droop and data-driven reinforcement learning approaches. In: <i>IEEE Power and Energy Student Summit (PESS)</i>. VDE; 2023:124-129.","bibtex":"@inproceedings{Boshoff_Stenner_Weber_Meyer_Chidananda_Peitz_Wallscheid_2023, title={Hybrid control of interconnected power converters using both expert-driven droop and data-driven reinforcement learning approaches}, booktitle={IEEE Power and Energy Student Summit (PESS)}, publisher={VDE}, author={Boshoff, Septimus and Stenner, Jan and Weber, Daniel and Meyer, Marvin and Chidananda, Vikas and Peitz, Sebastian and Wallscheid, Oliver}, year={2023}, pages={124–129} }","mla":"Boshoff, Septimus, et al. “Hybrid Control of Interconnected Power Converters Using Both Expert-Driven Droop and Data-Driven Reinforcement Learning Approaches.” <i>IEEE Power and Energy Student Summit (PESS)</i>, VDE, 2023, pp. 124–29."}},{"user_id":"47427","page":"112-117","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10564557"}],"_id":"54839","language":[{"iso":"eng"}],"publisher":"VDE","date_updated":"2024-06-21T08:28:35Z","title":"ElectricGrid.jl – Automated modeling of decentralized electrical energy grids","status":"public","year":"2023","author":[{"full_name":"Meyer, Marvin","first_name":"Marvin","last_name":"Meyer"},{"id":"24041","first_name":"Daniel","last_name":"Weber","orcid":"0000-0003-3367-5998","full_name":"Weber, Daniel"},{"first_name":"Vikas","last_name":"Chidananda","full_name":"Chidananda, Vikas"},{"last_name":"Schweins","first_name":"Oliver","full_name":"Schweins, Oliver"},{"last_name":"Stenner","first_name":"Jan","full_name":"Stenner, Jan","id":"65520"},{"full_name":"Boshoff, Septimus","last_name":"Boshoff","first_name":"Septimus"},{"full_name":"Peitz, Sebastian","last_name":"Peitz","orcid":"0000-0002-3389-793X","first_name":"Sebastian","id":"47427"},{"id":"11291","first_name":"Oliver","orcid":"https://orcid.org/0000-0001-9362-8777","last_name":"Wallscheid","full_name":"Wallscheid, Oliver"}],"publication_identifier":{"isbn":["978-3-8007-6318-4"]},"type":"conference","department":[{"_id":"655"},{"_id":"52"}],"date_created":"2024-06-21T07:13:11Z","project":[{"name":"DARE: DARE: Trainings-, Validierungs- und Benchmarkwerkzeuge zur Entwicklung datengetriebener Betriebs- und Regelungsverfahren für intelligente, lokale Energiesysteme","grant_number":"01IS20164","_id":"286"}],"publication":"IEEE Power and Energy Student Summit (PESS)","citation":{"bibtex":"@inproceedings{Meyer_Weber_Chidananda_Schweins_Stenner_Boshoff_Peitz_Wallscheid_2023, title={ElectricGrid.jl – Automated modeling of decentralized electrical energy grids}, booktitle={IEEE Power and Energy Student Summit (PESS)}, publisher={VDE}, author={Meyer, Marvin and Weber, Daniel and Chidananda, Vikas and Schweins, Oliver and Stenner, Jan and Boshoff, Septimus and Peitz, Sebastian and Wallscheid, Oliver}, year={2023}, pages={112–117} }","ama":"Meyer M, Weber D, Chidananda V, et al. ElectricGrid.jl – Automated modeling of decentralized electrical energy grids. In: <i>IEEE Power and Energy Student Summit (PESS)</i>. VDE; 2023:112-117.","mla":"Meyer, Marvin, et al. “ElectricGrid.Jl – Automated Modeling of Decentralized Electrical Energy Grids.” <i>IEEE Power and Energy Student Summit (PESS)</i>, VDE, 2023, pp. 112–17.","chicago":"Meyer, Marvin, Daniel Weber, Vikas Chidananda, Oliver Schweins, Jan Stenner, Septimus Boshoff, Sebastian Peitz, and Oliver Wallscheid. “ElectricGrid.Jl – Automated Modeling of Decentralized Electrical Energy Grids.” In <i>IEEE Power and Energy Student Summit (PESS)</i>, 112–17. VDE, 2023.","short":"M. Meyer, D. Weber, V. Chidananda, O. Schweins, J. Stenner, S. Boshoff, S. Peitz, O. Wallscheid, in: IEEE Power and Energy Student Summit (PESS), VDE, 2023, pp. 112–117.","ieee":"M. Meyer <i>et al.</i>, “ElectricGrid.jl – Automated modeling of decentralized electrical energy grids,” in <i>IEEE Power and Energy Student Summit (PESS)</i>, 2023, pp. 112–117.","apa":"Meyer, M., Weber, D., Chidananda, V., Schweins, O., Stenner, J., Boshoff, S., Peitz, S., &#38; Wallscheid, O. (2023). ElectricGrid.jl – Automated modeling of decentralized electrical energy grids. <i>IEEE Power and Energy Student Summit (PESS)</i>, 112–117."}},{"author":[{"first_name":"Joshua J.","last_name":"Daymude","full_name":"Daymude, Joshua J."},{"full_name":"Richa, Andréa W.","last_name":"Richa","first_name":"Andréa W."},{"full_name":"Scheideler, Christian","first_name":"Christian","last_name":"Scheideler","id":"20792"}],"title":"The canonical amoebot model: algorithms and concurrency control","year":"2023","status":"public","intvolume":"        36","date_updated":"2024-07-05T07:01:06Z","_id":"46467","language":[{"iso":"eng"}],"page":"159–192","volume":36,"user_id":"15504","doi":"10.1007/s00446-023-00443-3","citation":{"apa":"Daymude, J. J., Richa, A. W., &#38; Scheideler, C. (2023). The canonical amoebot model: algorithms and concurrency control. <i>Distributed Comput.</i>, <i>36</i>(2), 159–192. <a href=\"https://doi.org/10.1007/s00446-023-00443-3\">https://doi.org/10.1007/s00446-023-00443-3</a>","ieee":"J. J. Daymude, A. W. Richa, and C. Scheideler, “The canonical amoebot model: algorithms and concurrency control,” <i>Distributed Comput.</i>, vol. 36, no. 2, pp. 159–192, 2023, doi: <a href=\"https://doi.org/10.1007/s00446-023-00443-3\">10.1007/s00446-023-00443-3</a>.","chicago":"Daymude, Joshua J., Andréa W. Richa, and Christian Scheideler. “The Canonical Amoebot Model: Algorithms and Concurrency Control.” <i>Distributed Comput.</i> 36, no. 2 (2023): 159–192. <a href=\"https://doi.org/10.1007/s00446-023-00443-3\">https://doi.org/10.1007/s00446-023-00443-3</a>.","short":"J.J. Daymude, A.W. Richa, C. Scheideler, Distributed Comput. 36 (2023) 159–192.","mla":"Daymude, Joshua J., et al. “The Canonical Amoebot Model: Algorithms and Concurrency Control.” <i>Distributed Comput.</i>, vol. 36, no. 2, 2023, pp. 159–192, doi:<a href=\"https://doi.org/10.1007/s00446-023-00443-3\">10.1007/s00446-023-00443-3</a>.","ama":"Daymude JJ, Richa AW, Scheideler C. The canonical amoebot model: algorithms and concurrency control. <i>Distributed Comput</i>. 2023;36(2):159–192. doi:<a href=\"https://doi.org/10.1007/s00446-023-00443-3\">10.1007/s00446-023-00443-3</a>","bibtex":"@article{Daymude_Richa_Scheideler_2023, title={The canonical amoebot model: algorithms and concurrency control}, volume={36}, DOI={<a href=\"https://doi.org/10.1007/s00446-023-00443-3\">10.1007/s00446-023-00443-3</a>}, number={2}, journal={Distributed Comput.}, author={Daymude, Joshua J. and Richa, Andréa W. and Scheideler, Christian}, year={2023}, pages={159–192} }"},"issue":"2","publication":"Distributed Comput.","date_created":"2023-08-10T05:34:08Z","department":[{"_id":"79"}],"type":"journal_article"},{"ddc":["000"],"user_id":"1112","volume":412,"page":"247","publisher":"Heinz Nixdorf Institut, Universität Paderborn","_id":"45863","has_accepted_license":"1","status":"public","oa":"1","place":"Paderborn","project":[{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472","_id":"1"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"_id":"5","grant_number":"160364472","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)"},{"name":"SFB 901 - A3: SFB 901 - Der Markt für Services: Anreize, Algorithmen, Implementation (Subproject A3)","_id":"7","grant_number":"160364472"},{"name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)","grant_number":"160364472","_id":"8"},{"name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)","grant_number":"160364472","_id":"9"},{"name":"SFB 901 - B2: Konfiguration und Bewertung (B02)","_id":"10","grant_number":"160364472"},{"name":"SFB 901 - B3: SFB 901 - Subproject B3","_id":"11"},{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"},{"_id":"13","grant_number":"160364472","name":"SFB 901 - C1: SFB 901 - Subproject C1"},{"grant_number":"160364472","_id":"14","name":"SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen (Subproject C2)"},{"grant_number":"160364472","_id":"16","name":"SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter Dienste in konfigurierbaren Rechenzentren (Subproject C4)"},{"name":"SFB 901 - C5: SFB 901 - Subproject C5","_id":"17"},{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"},{"name":"SFB 901 - T2: SFB 901 -Subproject T2","_id":"84","grant_number":"160364472"}],"file_date_updated":"2023-07-05T07:19:14Z","citation":{"mla":"Haake, Claus-Jochen, et al. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Heinz Nixdorf Institut, Universität Paderborn, 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1797\">10.17619/UNIPB/1-1797</a>.","apa":"Haake, C.-J., Meyer auf der Heide, F., Platzner, M., Wachsmuth, H., &#38; Wehrheim, H. (2023). <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-1797\">https://doi.org/10.17619/UNIPB/1-1797</a>","ieee":"C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023.","ama":"Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Heinz Nixdorf Institut, Universität Paderborn; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1797\">10.17619/UNIPB/1-1797</a>","short":"C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim, On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023.","chicago":"Haake, Claus-Jochen, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol. 412. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1797\">https://doi.org/10.17619/UNIPB/1-1797</a>.","bibtex":"@book{Haake_Meyer auf der Heide_Platzner_Wachsmuth_Wehrheim_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, volume={412}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1797\">10.17619/UNIPB/1-1797</a>}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }"},"doi":"10.17619/UNIPB/1-1797","alternative_title":["Collaborative Research Centre 901 (2011 – 2023)"],"language":[{"iso":"eng"}],"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","date_updated":"2024-07-12T12:07:59Z","intvolume":"       412","year":"2023","title":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","publication_identifier":{"unknown":["978-3-947647-31-6"]},"author":[{"last_name":"Haake","first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen","id":"20801"},{"full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm","last_name":"Meyer auf der Heide","id":"15523"},{"id":"398","first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"},{"last_name":"Wachsmuth","first_name":"Henning","full_name":"Wachsmuth, Henning","id":"3900"},{"first_name":"Heike","last_name":"Wehrheim","full_name":"Wehrheim, Heike","id":"573"}],"type":"book","department":[{"_id":"7"},{"_id":"78"},{"_id":"26"}],"file":[{"file_id":"45864","content_type":"application/pdf","relation":"main_file","date_updated":"2023-07-05T07:19:14Z","file_name":"SFB-Buch-Final.pdf","access_level":"open_access","file_size":15480050,"date_created":"2023-07-05T07:15:55Z","creator":"ups"}],"date_created":"2023-07-05T07:16:51Z","abstract":[{"text":"In the proposal for our CRC in 2011, we formulated a vision of markets for\r\nIT services that describes an approach to the provision of such services\r\nthat was novel at that time and, to a large extent, remains so today:\r\n„Our vision of on-the-fly computing is that of IT services individually and\r\nautomatically configured and brought to execution from flexibly combinable\r\nservices traded on markets. At the same time, we aim at organizing\r\nmarkets whose participants maintain a lively market of services through\r\nappropriate entrepreneurial actions.“\r\nOver the last 12 years, we have developed methods and techniques to\r\naddress problems critical to the convenient, efficient, and secure use of\r\non-the-fly computing. Among other things, we have made the description\r\nof services more convenient by allowing natural language input,\r\nincreased the quality of configured services through (natural language)\r\ninteraction and more efficient configuration processes and analysis\r\nprocedures, made the quality of (the products of) providers in the\r\nmarketplace transparent through reputation systems, and increased the\r\nresource efficiency of execution through reconfigurable heterogeneous\r\ncomputing nodes and an integrated treatment of service description and\r\nconfiguration. We have also developed network infrastructures that have\r\na high degree of adaptivity, scalability, efficiency, and reliability, and\r\nprovide cryptographic guarantees of anonymity and security for market\r\nparticipants and their products and services.\r\nTo demonstrate the pervasiveness of the OTF computing approach, we\r\nhave implemented a proof-of-concept for OTF computing that can run\r\ntypical scenarios of an OTF market. We illustrated the approach using\r\na cutting-edge application scenario – automated machine learning (AutoML).\r\nFinally, we have been pushing our work for the perpetuation of\r\nOn-The-Fly Computing beyond the SFB and sharing the expertise gained\r\nin the SFB in events with industry partners as well as transfer projects.\r\nThis work required a broad spectrum of expertise. Computer scientists\r\nand economists with research interests such as computer networks and\r\ndistributed algorithms, security and cryptography, software engineering\r\nand verification, configuration and machine learning, computer engineering\r\nand HPC, microeconomics and game theory, business informatics\r\nand management have successfully collaborated here.","lang":"eng"}]},{"doi":"10.18653/v1/2023.findings-emnlp.308","user_id":"3900","editor":[{"full_name":"Bouamor, Houda","first_name":"Houda","last_name":"Bouamor"},{"last_name":"Pino","first_name":"Juan","full_name":"Pino, Juan"},{"full_name":"Bali, Kalika","last_name":"Bali","first_name":"Kalika"}],"page":"4636–4659","language":[{"iso":"eng"}],"_id":"55406","publisher":"Association for Computational Linguistics","date_updated":"2024-07-26T13:19:53Z","title":"Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms","year":"2023","status":"public","author":[{"full_name":"Sengupta, Meghdut","last_name":"Sengupta","first_name":"Meghdut","id":"99459"},{"id":"73059","full_name":"Alshomary, Milad","first_name":"Milad","last_name":"Alshomary"},{"id":"451","orcid":"0000-0003-2364-9489","first_name":"Ingrid","last_name":"Scharlau","full_name":"Scharlau, Ingrid"},{"last_name":"Wachsmuth","first_name":"Henning","full_name":"Wachsmuth, Henning","id":"3900"}],"type":"conference","department":[{"_id":"600"},{"_id":"660"}],"place":"Singapore","date_created":"2024-07-26T13:09:20Z","abstract":[{"text":"Metaphorical language, such as {“}spending time together{”}, projects meaning from a source domain (here, $money$) to a target domain ($time$). Thereby, it highlights certain aspects of the target domain, such as the $effort$ behind the time investment. Highlighting aspects with metaphors (while hiding others) bridges the two domains and is the core of metaphorical meaning construction. For metaphor interpretation, linguistic theories stress that identifying the highlighted aspects is important for a better understanding of metaphors. However, metaphor research in NLP has not yet dealt with the phenomenon of highlighting. In this paper, we introduce the task of identifying the main aspect highlighted in a metaphorical sentence. Given the inherent interaction of source domains and highlighted aspects, we propose two multitask approaches - a joint learning approach and a continual learning approach - based on a finetuned contrastive learning model to jointly predict highlighted aspects and source domains. We further investigate whether (predicted) information about a source domain leads to better performance in predicting the highlighted aspects, and vice versa. Our experiments on an existing corpus suggest that, with the corresponding information, the performance to predict the other improves in terms of model accuracy in predicting highlighted aspects and source domains notably compared to the single-task baselines.","lang":"eng"}],"project":[{"name":"TRR 318 - C4: TRR 318 - Subproject C4 - Metaphern als Werkzeug des Erklärens","_id":"127"}],"publication":"Findings of the Association for Computational Linguistics: EMNLP 2023","citation":{"ieee":"M. Sengupta, M. Alshomary, I. Scharlau, and H. Wachsmuth, “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms,” in <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, 2023, pp. 4636–4659, doi: <a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">10.18653/v1/2023.findings-emnlp.308</a>.","apa":"Sengupta, M., Alshomary, M., Scharlau, I., &#38; Wachsmuth, H. (2023). Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms. In H. Bouamor, J. Pino, &#38; K. Bali (Eds.), <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i> (pp. 4636–4659). Association for Computational Linguistics. <a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">https://doi.org/10.18653/v1/2023.findings-emnlp.308</a>","short":"M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: H. Bouamor, J. Pino, K. Bali (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, Singapore, 2023, pp. 4636–4659.","chicago":"Sengupta, Meghdut, Milad Alshomary, Ingrid Scharlau, and Henning Wachsmuth. “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms.” In <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, edited by Houda Bouamor, Juan Pino, and Kalika Bali, 4636–4659. Singapore: Association for Computational Linguistics, 2023. <a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">https://doi.org/10.18653/v1/2023.findings-emnlp.308</a>.","mla":"Sengupta, Meghdut, et al. “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms.” <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, edited by Houda Bouamor et al., Association for Computational Linguistics, 2023, pp. 4636–4659, doi:<a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">10.18653/v1/2023.findings-emnlp.308</a>.","bibtex":"@inproceedings{Sengupta_Alshomary_Scharlau_Wachsmuth_2023, place={Singapore}, title={Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms}, DOI={<a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">10.18653/v1/2023.findings-emnlp.308</a>}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2023}, publisher={Association for Computational Linguistics}, author={Sengupta, Meghdut and Alshomary, Milad and Scharlau, Ingrid and Wachsmuth, Henning}, editor={Bouamor, Houda and Pino, Juan and Bali, Kalika}, year={2023}, pages={4636–4659} }","ama":"Sengupta M, Alshomary M, Scharlau I, Wachsmuth H. Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms. In: Bouamor H, Pino J, Bali K, eds. <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>. Association for Computational Linguistics; 2023:4636–4659. doi:<a href=\"https://doi.org/10.18653/v1/2023.findings-emnlp.308\">10.18653/v1/2023.findings-emnlp.308</a>"}},{"date_created":"2024-07-03T09:09:00Z","type":"conference","department":[{"_id":"888"}],"publication":"Proceedings of the 36th International Workshop on Description Logics {(DL} 2023) co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning {(KR} 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023","citation":{"mla":"Turhan, Anni-Yasmin. “Brushing-up DLs to Cope with Imperfect Data (Abstract of Joint DL+NMR Invited Talk).” <i>Proceedings of the 36th International Workshop on Description Logics {(DL} 2023) Co-Located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning {(KR} 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023</i>, edited by Oliver Kutz et al., vol. 3515, CEUR-WS.org, 2023.","ama":"Turhan A-Y. Brushing-up DLs to Cope with Imperfect Data (Abstract of Joint DL+NMR Invited Talk). In: Kutz O, Lutz C, Ozaki A, eds. <i>Proceedings of the 36th International Workshop on Description Logics {(DL} 2023) Co-Located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning {(KR} 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023</i>. Vol 3515. CEUR Workshop Proceedings. CEUR-WS.org; 2023.","bibtex":"@inproceedings{Turhan_2023, series={CEUR Workshop Proceedings}, title={Brushing-up DLs to Cope with Imperfect Data (Abstract of Joint DL+NMR Invited Talk)}, volume={3515}, booktitle={Proceedings of the 36th International Workshop on Description Logics {(DL} 2023) co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning {(KR} 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023}, publisher={CEUR-WS.org}, author={Turhan, Anni-Yasmin}, editor={Kutz, Oliver and Lutz, Carsten and Ozaki, Ana}, year={2023}, collection={CEUR Workshop Proceedings} }","apa":"Turhan, A.-Y. (2023). Brushing-up DLs to Cope with Imperfect Data (Abstract of Joint DL+NMR Invited Talk). In O. Kutz, C. Lutz, &#38; A. Ozaki (Eds.), <i>Proceedings of the 36th International Workshop on Description Logics {(DL} 2023) co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning {(KR} 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023</i> (Vol. 3515). CEUR-WS.org.","ieee":"A.-Y. Turhan, “Brushing-up DLs to Cope with Imperfect Data (Abstract of Joint DL+NMR Invited Talk),” in <i>Proceedings of the 36th International Workshop on Description Logics {(DL} 2023) co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning {(KR} 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023</i>, 2023, vol. 3515.","chicago":"Turhan, Anni-Yasmin. “Brushing-up DLs to Cope with Imperfect Data (Abstract of Joint DL+NMR Invited Talk).” In <i>Proceedings of the 36th International Workshop on Description Logics {(DL} 2023) Co-Located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning {(KR} 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023</i>, edited by Oliver Kutz, Carsten Lutz, and Ana Ozaki, Vol. 3515. CEUR Workshop Proceedings. CEUR-WS.org, 2023.","short":"A.-Y. Turhan, in: O. Kutz, C. Lutz, A. Ozaki (Eds.), Proceedings of the 36th International Workshop on Description Logics {(DL} 2023) Co-Located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning {(KR} 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023, CEUR-WS.org, 2023."},"_id":"54997","publisher":"CEUR-WS.org","series_title":"CEUR Workshop Proceedings","language":[{"iso":"eng"}],"user_id":"9503","editor":[{"full_name":"Kutz, Oliver","first_name":"Oliver","last_name":"Kutz"},{"first_name":"Carsten","last_name":"Lutz","full_name":"Lutz, Carsten"},{"first_name":"Ana","last_name":"Ozaki","full_name":"Ozaki, Ana"}],"volume":3515,"year":"2023","status":"public","title":"Brushing-up DLs to Cope with Imperfect Data (Abstract of Joint DL+NMR Invited Talk)","author":[{"full_name":"Turhan, Anni-Yasmin","last_name":"Turhan","first_name":"Anni-Yasmin"}],"date_updated":"2024-08-01T11:17:17Z","intvolume":"      3515"},{"language":[{"iso":"eng"}],"_id":"37553","publisher":"IEEE","doi":"10.1109/isse54508.2022.10005487","user_id":"15782","author":[{"first_name":"Elena","last_name":"Schrader","full_name":"Schrader, Elena"},{"full_name":"Bernijazov, Ruslan","last_name":"Bernijazov","first_name":"Ruslan"},{"full_name":"Foullois, Marc","last_name":"Foullois","first_name":"Marc"},{"first_name":"Michael","last_name":"Hillebrand","full_name":"Hillebrand, Michael"},{"full_name":"Kaiser, Lydia","first_name":"Lydia","last_name":"Kaiser"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman","id":"16190"}],"status":"public","year":"2023","title":"Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering","date_updated":"2023-01-19T10:43:05Z","publication_status":"published","date_created":"2023-01-19T10:39:14Z","department":[{"_id":"563"}],"type":"conference","citation":{"short":"E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, R. Dumitrescu, in: 2022 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2023.","chicago":"Schrader, Elena, Ruslan Bernijazov, Marc Foullois, Michael Hillebrand, Lydia Kaiser, and Roman Dumitrescu. “Examples of AI-Based Assistance Systems in Context of Model-Based Systems Engineering.” In <i>2022 IEEE International Symposium on Systems Engineering (ISSE)</i>. IEEE, 2023. <a href=\"https://doi.org/10.1109/isse54508.2022.10005487\">https://doi.org/10.1109/isse54508.2022.10005487</a>.","ieee":"E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, and R. Dumitrescu, “Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering,” 2023, doi: <a href=\"https://doi.org/10.1109/isse54508.2022.10005487\">10.1109/isse54508.2022.10005487</a>.","apa":"Schrader, E., Bernijazov, R., Foullois, M., Hillebrand, M., Kaiser, L., &#38; Dumitrescu, R. (2023). Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering. <i>2022 IEEE International Symposium on Systems Engineering (ISSE)</i>. <a href=\"https://doi.org/10.1109/isse54508.2022.10005487\">https://doi.org/10.1109/isse54508.2022.10005487</a>","bibtex":"@inproceedings{Schrader_Bernijazov_Foullois_Hillebrand_Kaiser_Dumitrescu_2023, title={Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering}, DOI={<a href=\"https://doi.org/10.1109/isse54508.2022.10005487\">10.1109/isse54508.2022.10005487</a>}, booktitle={2022 IEEE International Symposium on Systems Engineering (ISSE)}, publisher={IEEE}, author={Schrader, Elena and Bernijazov, Ruslan and Foullois, Marc and Hillebrand, Michael and Kaiser, Lydia and Dumitrescu, Roman}, year={2023} }","ama":"Schrader E, Bernijazov R, Foullois M, Hillebrand M, Kaiser L, Dumitrescu R. Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering. In: <i>2022 IEEE International Symposium on Systems Engineering (ISSE)</i>. IEEE; 2023. doi:<a href=\"https://doi.org/10.1109/isse54508.2022.10005487\">10.1109/isse54508.2022.10005487</a>","mla":"Schrader, Elena, et al. “Examples of AI-Based Assistance Systems in Context of Model-Based Systems Engineering.” <i>2022 IEEE International Symposium on Systems Engineering (ISSE)</i>, IEEE, 2023, doi:<a href=\"https://doi.org/10.1109/isse54508.2022.10005487\">10.1109/isse54508.2022.10005487</a>."},"publication":"2022 IEEE International Symposium on Systems Engineering (ISSE)"},{"user_id":"477","doi":"10.1145/3551349.3561156","publisher":"ACM","_id":"35426","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1145/3551349.3561156"}],"publication_status":"published","date_updated":"2023-01-19T13:50:18Z","author":[{"full_name":"Richter, Cedric","last_name":"Richter","first_name":"Cedric","id":"50003"},{"id":"44413","full_name":"Haltermann, Jan Frederik","first_name":"Jan Frederik","last_name":"Haltermann"},{"full_name":"Jakobs, Marie-Christine","first_name":"Marie-Christine","last_name":"Jakobs"},{"id":"22398","full_name":"Pauck, Felix","last_name":"Pauck","first_name":"Felix"},{"last_name":"Schott","first_name":"Stefan","full_name":"Schott, Stefan","id":"54847"},{"id":"573","last_name":"Wehrheim","first_name":"Heike","full_name":"Wehrheim, Heike"}],"status":"public","year":"2023","title":"Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?","department":[{"_id":"77"}],"oa":"1","type":"conference","date_created":"2023-01-09T06:28:44Z","project":[{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"name":"SFB 901 - B4: SFB 901 - Subproject B4","_id":"12"},{"_id":"1","name":"SFB 901: SFB 901"}],"citation":{"bibtex":"@inproceedings{Richter_Haltermann_Jakobs_Pauck_Schott_Wehrheim_2023, title={Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?}, DOI={<a href=\"https://doi.org/10.1145/3551349.3561156\">10.1145/3551349.3561156</a>}, booktitle={37th IEEE/ACM International Conference on Automated Software Engineering}, publisher={ACM}, author={Richter, Cedric and Haltermann, Jan Frederik and Jakobs, Marie-Christine and Pauck, Felix and Schott, Stefan and Wehrheim, Heike}, year={2023} }","chicago":"Richter, Cedric, Jan Frederik Haltermann, Marie-Christine Jakobs, Felix Pauck, Stefan Schott, and Heike Wehrheim. “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?” In <i>37th IEEE/ACM International Conference on Automated Software Engineering</i>. ACM, 2023. <a href=\"https://doi.org/10.1145/3551349.3561156\">https://doi.org/10.1145/3551349.3561156</a>.","ama":"Richter C, Haltermann JF, Jakobs M-C, Pauck F, Schott S, Wehrheim H. Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs? In: <i>37th IEEE/ACM International Conference on Automated Software Engineering</i>. ACM; 2023. doi:<a href=\"https://doi.org/10.1145/3551349.3561156\">10.1145/3551349.3561156</a>","short":"C. Richter, J.F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, H. Wehrheim, in: 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023.","ieee":"C. Richter, J. F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, and H. Wehrheim, “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?,” 2023, doi: <a href=\"https://doi.org/10.1145/3551349.3561156\">10.1145/3551349.3561156</a>.","mla":"Richter, Cedric, et al. “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?” <i>37th IEEE/ACM International Conference on Automated Software Engineering</i>, ACM, 2023, doi:<a href=\"https://doi.org/10.1145/3551349.3561156\">10.1145/3551349.3561156</a>.","apa":"Richter, C., Haltermann, J. F., Jakobs, M.-C., Pauck, F., Schott, S., &#38; Wehrheim, H. (2023). Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs? <i>37th IEEE/ACM International Conference on Automated Software Engineering</i>. <a href=\"https://doi.org/10.1145/3551349.3561156\">https://doi.org/10.1145/3551349.3561156</a>"},"publication":"37th IEEE/ACM International Conference on Automated Software Engineering"},{"publication_status":"published","date_updated":"2023-01-19T13:49:06Z","author":[{"id":"54847","last_name":"Schott","first_name":"Stefan","full_name":"Schott, Stefan"},{"first_name":"Felix","last_name":"Pauck","full_name":"Pauck, Felix","id":"22398"}],"title":"Benchmark Fuzzing for Android Taint Analyses","status":"public","year":"2023","user_id":"477","doi":"10.1109/scam55253.2022.00007","_id":"36848","language":[{"iso":"eng"}],"publisher":"IEEE","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10006876"}],"project":[{"_id":"107","name":"SFB 901 - T3: SFB 901 -Subproject T3"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"_id":"1","name":"SFB 901: SFB 901"}],"citation":{"mla":"Schott, Stefan, and Felix Pauck. “Benchmark Fuzzing for Android Taint Analyses.” <i>2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)</i>, IEEE, 2023, doi:<a href=\"https://doi.org/10.1109/scam55253.2022.00007\">10.1109/scam55253.2022.00007</a>.","ama":"Schott S, Pauck F. Benchmark Fuzzing for Android Taint Analyses. In: <i>2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)</i>. IEEE; 2023. doi:<a href=\"https://doi.org/10.1109/scam55253.2022.00007\">10.1109/scam55253.2022.00007</a>","bibtex":"@inproceedings{Schott_Pauck_2023, title={Benchmark Fuzzing for Android Taint Analyses}, DOI={<a href=\"https://doi.org/10.1109/scam55253.2022.00007\">10.1109/scam55253.2022.00007</a>}, booktitle={2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)}, publisher={IEEE}, author={Schott, Stefan and Pauck, Felix}, year={2023} }","apa":"Schott, S., &#38; Pauck, F. (2023). Benchmark Fuzzing for Android Taint Analyses. <i>2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)</i>. <a href=\"https://doi.org/10.1109/scam55253.2022.00007\">https://doi.org/10.1109/scam55253.2022.00007</a>","ieee":"S. Schott and F. Pauck, “Benchmark Fuzzing for Android Taint Analyses,” 2023, doi: <a href=\"https://doi.org/10.1109/scam55253.2022.00007\">10.1109/scam55253.2022.00007</a>.","short":"S. Schott, F. Pauck, in: 2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM), IEEE, 2023.","chicago":"Schott, Stefan, and Felix Pauck. “Benchmark Fuzzing for Android Taint Analyses.” In <i>2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)</i>. IEEE, 2023. <a href=\"https://doi.org/10.1109/scam55253.2022.00007\">https://doi.org/10.1109/scam55253.2022.00007</a>."},"publication":"2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)","department":[{"_id":"77"}],"type":"conference","date_created":"2023-01-16T07:17:12Z"},{"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - B4: SFB 901 - Subproject B4","_id":"12"}],"citation":{"apa":"Pauck, F. (2023). Scaling Arbitrary Android App Analyses. <i>37th IEEE/ACM International Conference on Automated Software Engineering</i>. <a href=\"https://doi.org/10.1145/3551349.3561339\">https://doi.org/10.1145/3551349.3561339</a>","ieee":"F. Pauck, “Scaling Arbitrary Android App Analyses,” 2023, doi: <a href=\"https://doi.org/10.1145/3551349.3561339\">10.1145/3551349.3561339</a>.","short":"F. 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