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Acar, IEEE Security &#38; Privacy 21 (2023) 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} }","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.","apa":"Fourné, M., Wermke, D., Fahl, S., &#38; Acar, Y. (2023). 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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.","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.","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.","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} }","short":"M. Tran, C.W. Munyendo, H. Sri Ramulu, R.G. Rodriguez, L.B. Schnell, C. Sula, L. Simko, Y. 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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>."},"intvolume":"        21","page":"59–63","year":"2023","issue":"6","doi":"10.1109/MSEC.2023.3316569","title":"A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda","date_created":"2024-04-08T09:02:04Z","author":[{"last_name":"Fourné","id":"99291","full_name":"Fourné, Marcel","first_name":"Marcel"},{"first_name":"Dominik","full_name":"Wermke, Dominik","last_name":"Wermke"},{"first_name":"Sascha","last_name":"Fahl","full_name":"Fahl, Sascha"},{"first_name":"Yasemin","full_name":"Acar, Yasemin","id":"94636","last_name":"Acar"}],"volume":21,"date_updated":"2024-06-05T13:51:52Z","status":"public","type":"journal_article","publication":"IEEE Secur. Priv.","language":[{"iso":"eng"}],"user_id":"14931","department":[{"_id":"858"}],"_id":"53348"},{"publication":"Proc. ACM Hum. Comput. Interact.","type":"journal_article","status":"public","department":[{"_id":"858"}],"user_id":"14931","_id":"53352","language":[{"iso":"eng"}],"issue":"CSCW2","intvolume":"         7","page":"1–54","citation":{"short":"L. Simko, H. Sri Ramulu, T. Kohno, Y. Acar, Proc. ACM Hum. Comput. Interact. 7 (2023) 1–54.","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} }","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>.","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>","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>.","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>.","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>"},"year":"2023","volume":7,"author":[{"last_name":"Simko","full_name":"Simko, Lucy","first_name":"Lucy"},{"first_name":"Harshini","orcid":"0000-0002-0000-5843","last_name":"Sri Ramulu","id":"99000","full_name":"Sri Ramulu, Harshini"},{"first_name":"Tadayoshi","last_name":"Kohno","full_name":"Kohno, Tadayoshi"},{"first_name":"Yasemin","full_name":"Acar, Yasemin","id":"94636","last_name":"Acar"}],"date_created":"2024-04-08T09:22:02Z","date_updated":"2024-06-05T13:53:38Z","doi":"10.1145/3610215","title":"The Use and Non-Use of Technology During Hurricanes"},{"department":[{"_id":"136"},{"_id":"11"}],"user_id":"21863","_id":"48589","project":[{"_id":"1086","name":"PÖDIM: Politische Ökonomie der digitalen Medien und der digitalen Kommunikation"},{"_id":"1084","name":"PÖM: Politische Ökonomie der Medien und der Kommunikation"}],"status":"public","type":"journal_article","doi":"10.1177/08969205231206488 ","main_file_link":[{"url":"https://doi.org/10.1177/08969205231206488 ","open_access":"1"}],"volume":50,"author":[{"full_name":"Fuchs, Christian","id":"21863","last_name":"Fuchs","orcid":"0000-0003-0589-4579","first_name":"Christian"}],"date_updated":"2024-06-10T05:13:22Z","oa":"1","page":"727-745","intvolume":"        50","citation":{"short":"C. Fuchs, Critical Sociology 50 (2023) 727–745.","bibtex":"@article{Fuchs_2023, title={Ibn Khaldûn and the Political Economy of Communication in the Age of Digital Capitalism}, volume={50}, DOI={<a href=\"https://doi.org/10.1177/08969205231206488 \">10.1177/08969205231206488 </a>}, number={4–5}, journal={Critical Sociology}, author={Fuchs, Christian}, year={2023}, pages={727–745} }","mla":"Fuchs, Christian. “Ibn Khaldûn and the Political Economy of Communication in the Age of Digital Capitalism.” <i>Critical Sociology</i>, vol. 50, no. 4–5, 2023, pp. 727–45, doi:<a href=\"https://doi.org/10.1177/08969205231206488 \">10.1177/08969205231206488 </a>.","apa":"Fuchs, C. (2023). Ibn Khaldûn and the Political Economy of Communication in the Age of Digital Capitalism. <i>Critical Sociology</i>, <i>50</i>(4–5), 727–745. <a href=\"https://doi.org/10.1177/08969205231206488 \">https://doi.org/10.1177/08969205231206488 </a>","chicago":"Fuchs, Christian. “Ibn Khaldûn and the Political Economy of Communication in the Age of Digital Capitalism.” <i>Critical Sociology</i> 50, no. 4–5 (2023): 727–45. <a href=\"https://doi.org/10.1177/08969205231206488 \">https://doi.org/10.1177/08969205231206488 </a>.","ieee":"C. Fuchs, “Ibn Khaldûn and the Political Economy of Communication in the Age of Digital Capitalism,” <i>Critical Sociology</i>, vol. 50, no. 4–5, pp. 727–745, 2023, doi: <a href=\"https://doi.org/10.1177/08969205231206488 \">10.1177/08969205231206488 </a>.","ama":"Fuchs C. Ibn Khaldûn and the Political Economy of Communication in the Age of Digital Capitalism. <i>Critical Sociology</i>. 2023;50(4-5):727-745. doi:<a href=\"https://doi.org/10.1177/08969205231206488 \">10.1177/08969205231206488 </a>"},"related_material":{"link":[{"description":"Comment on the article (Graham Murdock)","relation":"supplementary_material","url":"https://doi.org/10.1177/08969205231201050"},{"description":"Response to Graham Murdock","relation":"supplementary_material","url":"https://doi.org/10.1177/08969205231201382 "}]},"publication_status":"published","language":[{"iso":"eng"}],"publication":"Critical Sociology","title":"Ibn Khaldûn and the Political Economy of Communication in the Age of Digital Capitalism","date_created":"2023-11-02T09:31:17Z","year":"2023","issue":"4-5","quality_controlled":"1"},{"title":"Ibn Khaldûn and the Political Economy of Communication: A Reply to Graham Murdock","date_created":"2023-11-02T09:36:35Z","year":"2023","issue":"4-5","quality_controlled":"1","language":[{"iso":"eng"}],"publication":"Critical Sociology","doi":"10.1177/08969205231201382","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1177/08969205231201382 "}],"volume":50,"author":[{"orcid":"0000-0003-0589-4579","last_name":"Fuchs","full_name":"Fuchs, Christian","id":"21863","first_name":"Christian"}],"oa":"1","date_updated":"2024-06-10T05:14:13Z","page":"757-765","intvolume":"        50","citation":{"mla":"Fuchs, Christian. “Ibn Khaldûn and the Political Economy of Communication: A Reply to Graham Murdock.” <i>Critical Sociology</i>, vol. 50, no. 4–5, 2023, pp. 757–65, doi:<a href=\"https://doi.org/10.1177/08969205231201382\">10.1177/08969205231201382</a>.","bibtex":"@article{Fuchs_2023, title={Ibn Khaldûn and the Political Economy of Communication: A Reply to Graham Murdock}, volume={50}, DOI={<a href=\"https://doi.org/10.1177/08969205231201382\">10.1177/08969205231201382</a>}, number={4–5}, journal={Critical Sociology}, author={Fuchs, Christian}, year={2023}, pages={757–765} }","short":"C. Fuchs, Critical Sociology 50 (2023) 757–765.","apa":"Fuchs, C. (2023). Ibn Khaldûn and the Political Economy of Communication: A Reply to Graham Murdock. <i>Critical Sociology</i>, <i>50</i>(4–5), 757–765. <a href=\"https://doi.org/10.1177/08969205231201382\">https://doi.org/10.1177/08969205231201382</a>","ieee":"C. Fuchs, “Ibn Khaldûn and the Political Economy of Communication: A Reply to Graham Murdock,” <i>Critical Sociology</i>, vol. 50, no. 4–5, pp. 757–765, 2023, doi: <a href=\"https://doi.org/10.1177/08969205231201382\">10.1177/08969205231201382</a>.","chicago":"Fuchs, Christian. “Ibn Khaldûn and the Political Economy of Communication: A Reply to Graham Murdock.” <i>Critical Sociology</i> 50, no. 4–5 (2023): 757–65. <a href=\"https://doi.org/10.1177/08969205231201382\">https://doi.org/10.1177/08969205231201382</a>.","ama":"Fuchs C. Ibn Khaldûn and the Political Economy of Communication: A Reply to Graham Murdock. <i>Critical Sociology</i>. 2023;50(4-5):757-765. doi:<a href=\"https://doi.org/10.1177/08969205231201382\">10.1177/08969205231201382</a>"},"related_material":{"link":[{"relation":"supplementary_material","description":"Original article to which this article refers","url":"https://doi.org/10.1177/08969205231206488 "},{"url":"https://doi.org/10.1177/08969205231201050","relation":"supplementary_material","description":"Comment by Graham Murdock to which this article refers"}]},"publication_status":"published","department":[{"_id":"136"},{"_id":"11"}],"user_id":"21863","_id":"48590","project":[{"name":"PÖDIM: Politische Ökonomie der digitalen Medien und der digitalen Kommunikation","_id":"1086"},{"name":"PÖM: Politische Ökonomie der Medien und der Kommunikation","_id":"1084"}],"status":"public","type":"journal_article"},{"author":[{"first_name":"Jonathan","last_name":"Heins","full_name":"Heins, Jonathan"},{"last_name":"Bossek","orcid":"0000-0002-4121-4668","id":"102979","full_name":"Bossek, Jakob","first_name":"Jakob"},{"last_name":"Pohl","full_name":"Pohl, Janina","first_name":"Janina"},{"last_name":"Seiler","full_name":"Seiler, Moritz","id":"105520","first_name":"Moritz"},{"first_name":"Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282","id":"100740","full_name":"Trautmann, Heike"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"}],"date_created":"2023-08-04T07:18:38Z","volume":940,"date_updated":"2024-06-10T11:57:21Z","doi":"https://doi.org/10.1016/j.tcs.2022.10.019","title":"A study on the effects of normalized TSP features for automated algorithm selection","publication_identifier":{"issn":["0304-3975"]},"citation":{"short":"J. Heins, J. Bossek, J. Pohl, M. Seiler, H. Trautmann, P. Kerschke, Theoretical Computer Science 940 (2023) 123–145.","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>.","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>","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>","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>.","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>."},"intvolume":"       940","page":"123-145","year":"2023","user_id":"15504","department":[{"_id":"34"},{"_id":"819"}],"_id":"46310","language":[{"iso":"eng"}],"keyword":["Feature normalization","Algorithm selection","Traveling salesperson problem"],"type":"journal_article","publication":"Theoretical Computer Science","status":"public","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."}]}]