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Papageorgiou. “Smart Cities and Smart Governance Models for Future Cities.” <i>Electronic Markets</i> 32 (2022): 1917–24.","ieee":"I. Nastjuk, S. T.-N. Trang, and E. Papageorgiou, “Smart cities and smart governance models for future cities,” <i>Electronic Markets</i>, vol. 32, pp. 1917–1924, 2022."},"year":"2022","volume":32,"date_created":"2023-12-04T13:37:18Z","author":[{"last_name":"Nastjuk","full_name":"Nastjuk, I.","first_name":"I."},{"first_name":"Simon Thanh-Nam","orcid":"0000-0002-4784-4038","last_name":"Trang","full_name":"Trang, Simon Thanh-Nam","id":"98948"},{"last_name":"Papageorgiou","full_name":"Papageorgiou, E.","first_name":"E."}],"date_updated":"2024-06-04T09:48:00Z","oa":"1","main_file_link":[{"url":"https://link.springer.com/article/10.1007/s12525-022-00609-0","open_access":"1"}],"title":"Smart cities and smart governance models for future cities","publication":"Electronic Markets","type":"journal_article","status":"public","department":[{"_id":"792"}],"user_id":"98948","_id":"49458","language":[{"iso":"eng"}]},{"title":"What to do after a data breach? Examining apology and compensation as response strategies for health service providers","volume":31,"date_created":"2023-12-04T13:37:36Z","author":[{"first_name":"K.","last_name":"Masuch","full_name":"Masuch, K."},{"full_name":"Greve, M.","last_name":"Greve","first_name":"M."},{"last_name":"Trang","orcid":"0000-0002-4784-4038","id":"98948","full_name":"Trang, Simon Thanh-Nam","first_name":"Simon Thanh-Nam"}],"date_updated":"2024-06-04T09:50:51Z","intvolume":"        31","page":"829-848","citation":{"apa":"Masuch, K., Greve, M., &#38; Trang, S. T.-N. (2022). What to do after a data breach? Examining apology and compensation as response strategies for health service providers. <i>Electronic Markets</i>, <i>31</i>, 829–848.","bibtex":"@article{Masuch_Greve_Trang_2022, title={What to do after a data breach? Examining apology and compensation as response strategies for health service providers}, volume={31}, journal={Electronic Markets}, author={Masuch, K. and Greve, M. and Trang, Simon Thanh-Nam}, year={2022}, pages={829–848} }","mla":"Masuch, K., et al. “What to Do after a Data Breach? Examining Apology and Compensation as Response Strategies for Health Service Providers.” <i>Electronic Markets</i>, vol. 31, 2022, pp. 829–48.","short":"K. Masuch, M. Greve, S.T.-N. Trang, Electronic Markets 31 (2022) 829–848.","chicago":"Masuch, K., M. Greve, and Simon Thanh-Nam Trang. “What to Do after a Data Breach? Examining Apology and Compensation as Response Strategies for Health Service Providers.” <i>Electronic Markets</i> 31 (2022): 829–48.","ieee":"K. Masuch, M. Greve, and S. T.-N. Trang, “What to do after a data breach? Examining apology and compensation as response strategies for health service providers,” <i>Electronic Markets</i>, vol. 31, pp. 829–848, 2022.","ama":"Masuch K, Greve M, Trang ST-N. What to do after a data breach? Examining apology and compensation as response strategies for health service providers. <i>Electronic Markets</i>. 2022;31:829-848."},"year":"2022","language":[{"iso":"eng"}],"department":[{"_id":"792"}],"user_id":"98948","_id":"49460","status":"public","publication":"Electronic Markets","type":"journal_article"},{"status":"public","type":"journal_article","publication":"Computers & Security","language":[{"iso":"eng"}],"user_id":"98948","department":[{"_id":"792"}],"_id":"49459","citation":{"chicago":"Masuch, K., M. Greve, and Simon Thanh-Nam Trang. “Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies.” <i>Computers &#38; Security</i> 12 (2022).","ieee":"K. Masuch, M. Greve, and S. T.-N. Trang, “Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies,” <i>Computers &#38; Security</i>, vol. 12, 2022.","ama":"Masuch K, Greve M, Trang ST-N. Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies. <i>Computers &#38; Security</i>. 2022;12.","apa":"Masuch, K., Greve, M., &#38; Trang, S. T.-N. (2022). Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies. <i>Computers &#38; Security</i>, <i>12</i>.","mla":"Masuch, K., et al. “Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies.” <i>Computers &#38; Security</i>, vol. 12, 2022.","bibtex":"@article{Masuch_Greve_Trang_2022, title={Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies}, volume={12}, journal={Computers &#38; Security}, author={Masuch, K. and Greve, M. and Trang, Simon Thanh-Nam}, year={2022} }","short":"K. Masuch, M. Greve, S.T.-N. Trang, Computers &#38; Security 12 (2022)."},"intvolume":"        12","year":"2022","title":"Apologize or Justify? 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Manzoor, M. Saleem, A.-C. Ngonga Ngomo, in: The Semantic Web – ISWC 2022, Springer International Publishing, Cham, 2022.","mla":"Manzoor, Ali, et al. “REBench: Microbenchmarking Framework for Relation Extraction Systems.” <i>The Semantic Web – ISWC 2022</i>, Springer International Publishing, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-031-19433-7_37\">10.1007/978-3-031-19433-7_37</a>.","apa":"Manzoor, A., Saleem, M., &#38; Ngonga Ngomo, A.-C. (2022). REBench: Microbenchmarking Framework for Relation Extraction Systems. In <i>The Semantic Web – ISWC 2022</i>. Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-19433-7_37\">https://doi.org/10.1007/978-3-031-19433-7_37</a>","ieee":"A. Manzoor, M. Saleem, and A.-C. Ngonga Ngomo, “REBench: Microbenchmarking Framework for Relation Extraction Systems,” in <i>The Semantic Web – ISWC 2022</i>, Cham: Springer International Publishing, 2022.","chicago":"Manzoor, Ali, Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo. “REBench: Microbenchmarking Framework for Relation Extraction Systems.” In <i>The Semantic Web – ISWC 2022</i>. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-19433-7_37\">https://doi.org/10.1007/978-3-031-19433-7_37</a>.","ama":"Manzoor A, Saleem M, Ngonga Ngomo A-C. REBench: Microbenchmarking Framework for Relation Extraction Systems. In: <i>The Semantic Web – ISWC 2022</i>. Springer International Publishing; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-031-19433-7_37\">10.1007/978-3-031-19433-7_37</a>"},"place":"Cham","year":"2022","date_created":"2024-06-04T12:21:30Z","author":[{"first_name":"Ali","last_name":"Manzoor","full_name":"Manzoor, Ali","id":"77309"},{"last_name":"Saleem","full_name":"Saleem, Muhammad","first_name":"Muhammad"},{"last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","first_name":"Axel-Cyrille"}],"publisher":"Springer International Publishing","date_updated":"2024-06-04T12:24:49Z","doi":"10.1007/978-3-031-19433-7_37","title":"REBench: Microbenchmarking Framework for Relation Extraction Systems"},{"date_updated":"2024-06-04T16:06:59Z","author":[{"last_name":"Mahmood","full_name":"Mahmood, Yasir","id":"99353","first_name":"Yasir"},{"last_name":"Meier","full_name":"Meier, Arne","first_name":"Arne"}],"volume":90,"doi":"10.1007/s10472-021-09730-w","publication_status":"published","publication_identifier":{"issn":["1012-2443","1573-7470"]},"citation":{"mla":"Mahmood, Yasir, and Arne Meier. “Parameterised Complexity of Model Checking and Satisfiability in Propositional Dependence Logic.” <i>Annals of Mathematics and Artificial Intelligence</i>, vol. 90, no. 2–3, Springer Science and Business Media LLC, 2022, pp. 271–96, doi:<a href=\"https://doi.org/10.1007/s10472-021-09730-w\">10.1007/s10472-021-09730-w</a>.","bibtex":"@article{Mahmood_Meier_2022, title={Parameterised complexity of model checking and satisfiability in propositional dependence logic}, volume={90}, DOI={<a href=\"https://doi.org/10.1007/s10472-021-09730-w\">10.1007/s10472-021-09730-w</a>}, number={2–3}, journal={Annals of Mathematics and Artificial Intelligence}, publisher={Springer Science and Business Media LLC}, author={Mahmood, Yasir and Meier, Arne}, year={2022}, pages={271–296} }","short":"Y. Mahmood, A. Meier, Annals of Mathematics and Artificial Intelligence 90 (2022) 271–296.","apa":"Mahmood, Y., &#38; Meier, A. (2022). Parameterised complexity of model checking and satisfiability in propositional dependence logic. <i>Annals of Mathematics and Artificial Intelligence</i>, <i>90</i>(2–3), 271–296. <a href=\"https://doi.org/10.1007/s10472-021-09730-w\">https://doi.org/10.1007/s10472-021-09730-w</a>","ama":"Mahmood Y, Meier A. Parameterised complexity of model checking and satisfiability in propositional dependence logic. <i>Annals of Mathematics and Artificial Intelligence</i>. 2022;90(2-3):271-296. doi:<a href=\"https://doi.org/10.1007/s10472-021-09730-w\">10.1007/s10472-021-09730-w</a>","ieee":"Y. Mahmood and A. Meier, “Parameterised complexity of model checking and satisfiability in propositional dependence logic,” <i>Annals of Mathematics and Artificial Intelligence</i>, vol. 90, no. 2–3, pp. 271–296, 2022, doi: <a href=\"https://doi.org/10.1007/s10472-021-09730-w\">10.1007/s10472-021-09730-w</a>.","chicago":"Mahmood, Yasir, and Arne Meier. “Parameterised Complexity of Model Checking and Satisfiability in Propositional Dependence Logic.” <i>Annals of Mathematics and Artificial Intelligence</i> 90, no. 2–3 (2022): 271–96. <a href=\"https://doi.org/10.1007/s10472-021-09730-w\">https://doi.org/10.1007/s10472-021-09730-w</a>."},"intvolume":"        90","page":"271-296","_id":"45849","user_id":"99353","extern":"1","type":"journal_article","status":"public","publisher":"Springer Science and Business Media LLC","date_created":"2023-07-03T11:45:39Z","title":"Parameterised complexity of model checking and satisfiability in propositional dependence logic","issue":"2-3","year":"2022","keyword":["Applied Mathematics","Artificial Intelligence"],"language":[{"iso":"eng"}],"publication":"Annals of Mathematics and Artificial Intelligence","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>Dependence Logic was introduced by Jouko Väänänen in 2007. We study a propositional variant of this logic<jats:italic>(PDL)</jats:italic>and investigate a variety of parameterisations with respect to central decision problems. The model checking problem (MC) of<jats:italic>PDL</jats:italic>is<jats:bold>NP</jats:bold>-complete (Ebbing and Lohmann, SOFSEM 2012). The subject of this research is to identify a list of parameterisations (formula-size, formula-depth, treewidth, team-size, number of variables) under which MC becomes fixed-parameter tractable. Furthermore, we show that the number of disjunctions or the arity of dependence atoms (dep-arity) as a parameter both yield a paraNP-completeness result. Then, we consider the satisfiability problem (SAT) which classically is known to be<jats:bold>NP</jats:bold>-complete as well (Lohmann and Vollmer, Studia Logica 2013). There we are presenting a different picture: under team-size, or dep-arity SAT is<jats:bold>paraNP</jats:bold>-complete whereas under all other mentioned parameters the problem is<jats:bold>FPT</jats:bold>. Finally, we introduce a variant of the satisfiability problem, asking for a team of a given size, and show for this problem an almost complete picture.</jats:p>"}]},{"_id":"45847","user_id":"99353","extern":"1","type":"journal_article","status":"public","date_updated":"2024-06-04T16:06:37Z","author":[{"last_name":"Kontinen","full_name":"Kontinen, Juha","first_name":"Juha"},{"full_name":"Meier, Arne","last_name":"Meier","first_name":"Arne"},{"id":"99353","full_name":"Mahmood, Yasir","last_name":"Mahmood","first_name":"Yasir"}],"volume":32,"doi":"10.1093/logcom/exac070","publication_status":"published","publication_identifier":{"issn":["0955-792X","1465-363X"]},"citation":{"chicago":"Kontinen, Juha, Arne Meier, and Yasir Mahmood. “A Parameterized View on the Complexity of Dependence and Independence Logic.” <i>Journal of Logic and Computation</i> 32, no. 8 (2022): 1624–44. <a href=\"https://doi.org/10.1093/logcom/exac070\">https://doi.org/10.1093/logcom/exac070</a>.","ieee":"J. Kontinen, A. Meier, and Y. Mahmood, “A parameterized view on the complexity of dependence and independence logic,” <i>Journal of Logic and Computation</i>, vol. 32, no. 8, pp. 1624–1644, 2022, doi: <a href=\"https://doi.org/10.1093/logcom/exac070\">10.1093/logcom/exac070</a>.","ama":"Kontinen J, Meier A, Mahmood Y. A parameterized view on the complexity of dependence and independence logic. <i>Journal of Logic and Computation</i>. 2022;32(8):1624-1644. doi:<a href=\"https://doi.org/10.1093/logcom/exac070\">10.1093/logcom/exac070</a>","apa":"Kontinen, J., Meier, A., &#38; Mahmood, Y. (2022). A parameterized view on the complexity of dependence and independence logic. <i>Journal of Logic and Computation</i>, <i>32</i>(8), 1624–1644. <a href=\"https://doi.org/10.1093/logcom/exac070\">https://doi.org/10.1093/logcom/exac070</a>","bibtex":"@article{Kontinen_Meier_Mahmood_2022, title={A parameterized view on the complexity of dependence and independence logic}, volume={32}, DOI={<a href=\"https://doi.org/10.1093/logcom/exac070\">10.1093/logcom/exac070</a>}, number={8}, journal={Journal of Logic and Computation}, publisher={Oxford University Press (OUP)}, author={Kontinen, Juha and Meier, Arne and Mahmood, Yasir}, year={2022}, pages={1624–1644} }","short":"J. Kontinen, A. Meier, Y. Mahmood, Journal of Logic and Computation 32 (2022) 1624–1644.","mla":"Kontinen, Juha, et al. “A Parameterized View on the Complexity of Dependence and Independence Logic.” <i>Journal of Logic and Computation</i>, vol. 32, no. 8, Oxford University Press (OUP), 2022, pp. 1624–44, doi:<a href=\"https://doi.org/10.1093/logcom/exac070\">10.1093/logcom/exac070</a>."},"intvolume":"        32","page":"1624-1644","keyword":["Logic","Hardware and Architecture","Arts and Humanities (miscellaneous)","Software","Theoretical Computer Science"],"language":[{"iso":"eng"}],"publication":"Journal of Logic and Computation","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>In this paper, we investigate the parameterized complexity of model checking for Dependence and Independence logic, which are well studied logics in the area of Team Semantics. We start with a list of nine immediate parameterizations for this problem, namely the number of disjunctions (i.e. splits)/(free) variables/universal quantifiers, formula-size, the tree-width of the Gaifman graph of the input structure, the size of the universe/team and the arity of dependence atoms. We present a comprehensive picture of the parameterized complexity of model checking and obtain a division of the problem into tractable and various intractable degrees. Furthermore, we also consider the complexity of the most important variants (data and expression complexity) of the model checking problem by fixing parts of the input.</jats:p>"}],"publisher":"Oxford University Press (OUP)","date_created":"2023-07-03T11:36:55Z","title":"A parameterized view on the complexity of dependence and independence logic","issue":"8","year":"2022"},{"citation":{"chicago":"Kontinen, Juha, Arne Meier, and Yasir Mahmood. “A Parameterized View on the Complexity of Dependence Logic.” In <i>Logical Foundations of Computer Science</i>. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-030-93100-1_9\">https://doi.org/10.1007/978-3-030-93100-1_9</a>.","ieee":"J. Kontinen, A. Meier, and Y. Mahmood, “A Parameterized View on the Complexity of Dependence Logic,” 2022, doi: <a href=\"https://doi.org/10.1007/978-3-030-93100-1_9\">10.1007/978-3-030-93100-1_9</a>.","ama":"Kontinen J, Meier A, Mahmood Y. A Parameterized View on the Complexity of Dependence Logic. In: <i>Logical Foundations of Computer Science</i>. Springer International Publishing; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-030-93100-1_9\">10.1007/978-3-030-93100-1_9</a>","mla":"Kontinen, Juha, et al. “A Parameterized View on the Complexity of Dependence Logic.” <i>Logical Foundations of Computer Science</i>, Springer International Publishing, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-030-93100-1_9\">10.1007/978-3-030-93100-1_9</a>.","short":"J. Kontinen, A. Meier, Y. Mahmood, in: Logical Foundations of Computer Science, Springer International Publishing, Cham, 2022.","bibtex":"@inproceedings{Kontinen_Meier_Mahmood_2022, place={Cham}, title={A Parameterized View on the Complexity of Dependence Logic}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-93100-1_9\">10.1007/978-3-030-93100-1_9</a>}, booktitle={Logical Foundations of Computer Science}, publisher={Springer International Publishing}, author={Kontinen, Juha and Meier, Arne and Mahmood, Yasir}, year={2022} }","apa":"Kontinen, J., Meier, A., &#38; Mahmood, Y. (2022). A Parameterized View on the Complexity of Dependence Logic. <i>Logical Foundations of Computer Science</i>. <a href=\"https://doi.org/10.1007/978-3-030-93100-1_9\">https://doi.org/10.1007/978-3-030-93100-1_9</a>"},"year":"2022","place":"Cham","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783030930998","9783030931001"]},"publication_status":"published","doi":"10.1007/978-3-030-93100-1_9","title":"A Parameterized View on the Complexity of Dependence Logic","author":[{"first_name":"Juha","full_name":"Kontinen, Juha","last_name":"Kontinen"},{"last_name":"Meier","full_name":"Meier, Arne","first_name":"Arne"},{"first_name":"Yasir","last_name":"Mahmood","id":"99353","full_name":"Mahmood, Yasir"}],"date_created":"2023-07-03T11:36:33Z","publisher":"Springer International Publishing","date_updated":"2024-06-04T16:06:49Z","status":"public","publication":"Logical Foundations of Computer Science","type":"conference","language":[{"iso":"eng"}],"extern":"1","user_id":"99353","_id":"45846"},{"department":[{"_id":"34"},{"_id":"858"}],"user_id":"14931","_id":"47289","language":[{"iso":"eng"}],"extern":"1","publication":"Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022","type":"conference","status":"public","editor":[{"first_name":"Sonia","full_name":"Chiasson, Sonia","last_name":"Chiasson"},{"last_name":"Kapadia","full_name":"Kapadia, Apu","first_name":"Apu"}],"date_created":"2023-09-22T13:21:22Z","author":[{"first_name":"Nicolas","full_name":"Huaman, Nicolas","last_name":"Huaman"},{"first_name":"Alexander","last_name":"Krause","full_name":"Krause, Alexander"},{"first_name":"Dominik","last_name":"Wermke","full_name":"Wermke, Dominik"},{"last_name":"Klemmer","full_name":"Klemmer, Jan H.","first_name":"Jan H."},{"full_name":"Stransky, Christian","last_name":"Stransky","first_name":"Christian"},{"first_name":"Yasemin","last_name":"Acar","id":"94636","full_name":"Acar, Yasemin"},{"first_name":"Sascha","last_name":"Fahl","full_name":"Fahl, Sascha"}],"date_updated":"2024-06-05T12:52:28Z","publisher":"USENIX Association","title":"If You Can’t Get Them to the Lab: Evaluating a Virtual Study Environment with Security Information Workers","page":"313–330","citation":{"apa":"Huaman, N., Krause, A., Wermke, D., Klemmer, J. H., Stransky, C., Acar, Y., &#38; Fahl, S. (2022). If You Can’t Get Them to the Lab: Evaluating a Virtual Study Environment with Security Information Workers. In S. Chiasson &#38; A. Kapadia (Eds.), <i>Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022</i> (pp. 313–330). USENIX Association.","ama":"Huaman N, Krause A, Wermke D, et al. If You Can’t Get Them to the Lab: Evaluating a Virtual Study Environment with Security Information Workers. In: Chiasson S, Kapadia A, eds. <i>Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022</i>. USENIX Association; 2022:313–330.","mla":"Huaman, Nicolas, et al. “If You Can’t Get Them to the Lab: Evaluating a Virtual Study Environment with Security Information Workers.” <i>Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022</i>, edited by Sonia Chiasson and Apu Kapadia, USENIX Association, 2022, pp. 313–330.","short":"N. Huaman, A. Krause, D. Wermke, J.H. Klemmer, C. Stransky, Y. Acar, S. Fahl, in: S. Chiasson, A. Kapadia (Eds.), Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022, USENIX Association, 2022, pp. 313–330.","bibtex":"@inproceedings{Huaman_Krause_Wermke_Klemmer_Stransky_Acar_Fahl_2022, title={If You Can’t Get Them to the Lab: Evaluating a Virtual Study Environment with Security Information Workers}, booktitle={Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022}, publisher={USENIX Association}, author={Huaman, Nicolas and Krause, Alexander and Wermke, Dominik and Klemmer, Jan H. and Stransky, Christian and Acar, Yasemin and Fahl, Sascha}, editor={Chiasson, Sonia and Kapadia, Apu}, year={2022}, pages={313–330} }","chicago":"Huaman, Nicolas, Alexander Krause, Dominik Wermke, Jan H. Klemmer, Christian Stransky, Yasemin Acar, and Sascha Fahl. “If You Can’t Get Them to the Lab: Evaluating a Virtual Study Environment with Security Information Workers.” In <i>Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022</i>, edited by Sonia Chiasson and Apu Kapadia, 313–330. USENIX Association, 2022.","ieee":"N. 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Committed to Trust: A Qualitative Study on Security &#38;amp; Trust in Open Source Software Projects. In: <i>2022 IEEE Symposium on Security and Privacy (SP)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/sp46214.2022.9833686\">10.1109/sp46214.2022.9833686</a>","apa":"Wermke, D., Wohler, N., Klemmer, J. H., Fourné, M., Acar, Y., &#38; Fahl, S. (2022). Committed to Trust: A Qualitative Study on Security &#38;amp; Trust in Open Source Software Projects. <i>2022 IEEE Symposium on Security and Privacy (SP)</i>. <a href=\"https://doi.org/10.1109/sp46214.2022.9833686\">https://doi.org/10.1109/sp46214.2022.9833686</a>"},"year":"2022","department":[{"_id":"858"}],"user_id":"14931","_id":"47843","language":[{"iso":"eng"}],"extern":"1","publication":"2022 IEEE Symposium on Security and Privacy (SP)","type":"conference","status":"public"},{"date_updated":"2024-06-05T13:20:54Z","publisher":"IEEE","date_created":"2023-09-22T13:20:28Z","author":[{"full_name":"Jancar, Jan","last_name":"Jancar","first_name":"Jan"},{"full_name":"Fourné, Marcel","last_name":"Fourné","first_name":"Marcel"},{"full_name":"Braga, Daniel De Almeida","last_name":"Braga","first_name":"Daniel De Almeida"},{"first_name":"Mohamed","full_name":"Sabt, Mohamed","last_name":"Sabt"},{"last_name":"Schwabe","full_name":"Schwabe, Peter","first_name":"Peter"},{"first_name":"Gilles","last_name":"Barthe","full_name":"Barthe, Gilles"},{"last_name":"Fouque","full_name":"Fouque, Pierre-Alain","first_name":"Pierre-Alain"},{"first_name":"Yasemin","last_name":"Acar","full_name":"Acar, Yasemin","id":"94636"}],"title":"\"They’re not that hard to mitigate\": What Cryptographic Library Developers Think About Timing Attacks","doi":"10.1109/SP46214.2022.9833713","year":"2022","page":"632–649","citation":{"ama":"Jancar J, Fourné M, Braga DDA, et al. “They’re not that hard to mitigate”: What Cryptographic Library Developers Think About Timing Attacks. In: <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>. IEEE; 2022:632–649. doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">10.1109/SP46214.2022.9833713</a>","ieee":"J. Jancar <i>et al.</i>, “‘They’re not that hard to mitigate’: What Cryptographic Library Developers Think About Timing Attacks,” in <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2022, pp. 632–649, doi: <a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">10.1109/SP46214.2022.9833713</a>.","chicago":"Jancar, Jan, Marcel Fourné, Daniel De Almeida Braga, Mohamed Sabt, Peter Schwabe, Gilles Barthe, Pierre-Alain Fouque, and Yasemin Acar. “‘They’re Not That Hard to Mitigate’: What Cryptographic Library Developers Think About Timing Attacks.” In <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 632–649. IEEE, 2022. <a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">https://doi.org/10.1109/SP46214.2022.9833713</a>.","apa":"Jancar, J., Fourné, M., Braga, D. D. A., Sabt, M., Schwabe, P., Barthe, G., Fouque, P.-A., &#38; Acar, Y. (2022). “They’re not that hard to mitigate”: What Cryptographic Library Developers Think About Timing Attacks. <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 632–649. <a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">https://doi.org/10.1109/SP46214.2022.9833713</a>","bibtex":"@inproceedings{Jancar_Fourné_Braga_Sabt_Schwabe_Barthe_Fouque_Acar_2022, title={“They’re not that hard to mitigate”: What Cryptographic Library Developers Think About Timing Attacks}, DOI={<a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">10.1109/SP46214.2022.9833713</a>}, booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Jancar, Jan and Fourné, Marcel and Braga, Daniel De Almeida and Sabt, Mohamed and Schwabe, Peter and Barthe, Gilles and Fouque, Pierre-Alain and Acar, Yasemin}, year={2022}, pages={632–649} }","short":"J. Jancar, M. Fourné, D.D.A. Braga, M. Sabt, P. Schwabe, G. Barthe, P.-A. Fouque, Y. Acar, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 632–649.","mla":"Jancar, Jan, et al. “‘They’re Not That Hard to Mitigate’: What Cryptographic Library Developers Think About Timing Attacks.” <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, IEEE, 2022, pp. 632–649, doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833713\">10.1109/SP46214.2022.9833713</a>."},"_id":"47288","department":[{"_id":"34"},{"_id":"858"}],"user_id":"14931","extern":"1","language":[{"iso":"eng"}],"publication":"43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022","type":"conference","status":"public"},{"status":"public","publication":"43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022","type":"conference","language":[{"iso":"eng"}],"extern":"1","_id":"47285","department":[{"_id":"34"},{"_id":"858"}],"user_id":"14931","year":"2022","page":"1880–1896","citation":{"ama":"Wermke D, Wöhler N, Klemmer JH, Fourné M, Acar Y, Fahl S. Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects. In: <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>. IEEE; 2022:1880–1896. doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">10.1109/SP46214.2022.9833686</a>","chicago":"Wermke, Dominik, Noah Wöhler, Jan H. Klemmer, Marcel Fourné, Yasemin Acar, and Sascha Fahl. “Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects.” In <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 1880–1896. IEEE, 2022. <a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">https://doi.org/10.1109/SP46214.2022.9833686</a>.","ieee":"D. Wermke, N. Wöhler, J. H. Klemmer, M. Fourné, Y. Acar, and S. Fahl, “Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects,” in <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2022, pp. 1880–1896, doi: <a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">10.1109/SP46214.2022.9833686</a>.","mla":"Wermke, Dominik, et al. “Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects.” <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, IEEE, 2022, pp. 1880–1896, doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">10.1109/SP46214.2022.9833686</a>.","short":"D. Wermke, N. Wöhler, J.H. Klemmer, M. Fourné, Y. Acar, S. Fahl, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 1880–1896.","bibtex":"@inproceedings{Wermke_Wöhler_Klemmer_Fourné_Acar_Fahl_2022, title={Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects}, DOI={<a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">10.1109/SP46214.2022.9833686</a>}, booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Wermke, Dominik and Wöhler, Noah and Klemmer, Jan H. and Fourné, Marcel and Acar, Yasemin and Fahl, Sascha}, year={2022}, pages={1880–1896} }","apa":"Wermke, D., Wöhler, N., Klemmer, J. H., Fourné, M., Acar, Y., &#38; Fahl, S. (2022). Committed to Trust: A Qualitative Study on Security &#38; Trust in Open Source Software Projects. <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 1880–1896. <a href=\"https://doi.org/10.1109/SP46214.2022.9833686\">https://doi.org/10.1109/SP46214.2022.9833686</a>"},"title":"Committed to Trust: A Qualitative Study on Security & Trust in Open Source Software Projects","doi":"10.1109/SP46214.2022.9833686","date_updated":"2024-06-05T13:34:37Z","publisher":"IEEE","date_created":"2023-09-22T13:18:27Z","author":[{"last_name":"Wermke","full_name":"Wermke, Dominik","first_name":"Dominik"},{"first_name":"Noah","full_name":"Wöhler, Noah","last_name":"Wöhler"},{"first_name":"Jan H.","last_name":"Klemmer","full_name":"Klemmer, Jan H."},{"last_name":"Fourné","full_name":"Fourné, Marcel","first_name":"Marcel"},{"last_name":"Acar","full_name":"Acar, Yasemin","id":"94636","first_name":"Yasemin"},{"first_name":"Sascha","last_name":"Fahl","full_name":"Fahl, Sascha"}]},{"_id":"47284","user_id":"14931","department":[{"_id":"34"},{"_id":"858"}],"language":[{"iso":"eng"}],"extern":"1","type":"conference","publication":"43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022","status":"public","publisher":"IEEE","date_updated":"2024-06-05T13:34:58Z","author":[{"last_name":"Munyendo","full_name":"Munyendo, Collins W.","first_name":"Collins W."},{"first_name":"Yasemin","full_name":"Acar, Yasemin","id":"94636","last_name":"Acar"},{"full_name":"Aviv, Adam J.","last_name":"Aviv","first_name":"Adam J."}],"date_created":"2023-09-22T13:18:01Z","title":"\"Desperate Times Call for Desperate Measures\": User Concerns with Mobile Loan Apps in Kenya","doi":"10.1109/SP46214.2022.9833779","year":"2022","citation":{"bibtex":"@inproceedings{Munyendo_Acar_Aviv_2022, title={“Desperate Times Call for Desperate Measures”: User Concerns with Mobile Loan Apps in Kenya}, DOI={<a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">10.1109/SP46214.2022.9833779</a>}, booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Munyendo, Collins W. and Acar, Yasemin and Aviv, Adam J.}, year={2022}, pages={2304–2319} }","short":"C.W. Munyendo, Y. Acar, A.J. Aviv, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 2304–2319.","mla":"Munyendo, Collins W., et al. “‘Desperate Times Call for Desperate Measures’: User Concerns with Mobile Loan Apps in Kenya.” <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, IEEE, 2022, pp. 2304–2319, doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">10.1109/SP46214.2022.9833779</a>.","apa":"Munyendo, C. W., Acar, Y., &#38; Aviv, A. J. (2022). “Desperate Times Call for Desperate Measures”: User Concerns with Mobile Loan Apps in Kenya. <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2304–2319. <a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">https://doi.org/10.1109/SP46214.2022.9833779</a>","ama":"Munyendo CW, Acar Y, Aviv AJ. “Desperate Times Call for Desperate Measures”: User Concerns with Mobile Loan Apps in Kenya. In: <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>. IEEE; 2022:2304–2319. doi:<a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">10.1109/SP46214.2022.9833779</a>","chicago":"Munyendo, Collins W., Yasemin Acar, and Adam J. Aviv. “‘Desperate Times Call for Desperate Measures’: User Concerns with Mobile Loan Apps in Kenya.” In <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2304–2319. IEEE, 2022. <a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">https://doi.org/10.1109/SP46214.2022.9833779</a>.","ieee":"C. W. Munyendo, Y. Acar, and A. J. Aviv, “‘Desperate Times Call for Desperate Measures’: User Concerns with Mobile Loan Apps in Kenya,” in <i>43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022</i>, 2022, pp. 2304–2319, doi: <a href=\"https://doi.org/10.1109/SP46214.2022.9833779\">10.1109/SP46214.2022.9833779</a>."},"page":"2304–2319"},{"status":"public","type":"journal_article","publication":"CoRR","language":[{"iso":"eng"}],"extern":"1","user_id":"14931","department":[{"_id":"34"},{"_id":"858"}],"_id":"47281","citation":{"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>","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} }","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).","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>.","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>.","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>"},"year":"2022","doi":"10.48550/arXiv.2211.06213","title":"Committed by Accident: Studying Prevention and Remediation Strategies Against Secret Leakage in Source Code Repositories","date_created":"2023-09-22T13:16:33Z","author":[{"full_name":"Krause, Alexander","last_name":"Krause","first_name":"Alexander"},{"full_name":"Klemmer, Jan H.","last_name":"Klemmer","first_name":"Jan H."},{"first_name":"Nicolas","full_name":"Huaman, Nicolas","last_name":"Huaman"},{"full_name":"Wermke, Dominik","last_name":"Wermke","first_name":"Dominik"},{"first_name":"Yasemin","last_name":"Acar","id":"94636","full_name":"Acar, Yasemin"},{"full_name":"Fahl, Sascha","last_name":"Fahl","first_name":"Sascha"}],"volume":"abs/2211.06213","date_updated":"2024-06-05T13:36:09Z"},{"type":"conference","publication":"Proceedings of the Genetic and Evolutionary Computation Conference","abstract":[{"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.","lang":"eng"}],"status":"public","_id":"46307","user_id":"15504","department":[{"_id":"34"},{"_id":"819"}],"language":[{"iso":"eng"}],"publication_identifier":{"isbn":["9781450392372"]},"year":"2022","place":"New York, NY, USA","citation":{"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>","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>.","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} }","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.","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>"},"page":"657–665","date_updated":"2024-06-07T07:13:23Z","publisher":"Association for Computing Machinery","author":[{"full_name":"Seiler, Moritz","id":"105520","last_name":"Seiler","first_name":"Moritz"},{"first_name":"Raphael Patrick","last_name":"Prager","full_name":"Prager, Raphael Patrick"},{"full_name":"Kerschke, Pascal","last_name":"Kerschke","first_name":"Pascal"},{"last_name":"Trautmann","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","id":"100740","first_name":"Heike"}],"date_created":"2023-08-04T07:15:59Z","title":"A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes","doi":"10.1145/3512290.3528834"},{"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","publisher":"Springer International Publishing","date_updated":"2024-06-07T07:13:47Z","author":[{"first_name":"Raphael Patrick","full_name":"Prager, Raphael Patrick","last_name":"Prager"},{"last_name":"Seiler","full_name":"Seiler, Moritz","id":"105520","first_name":"Moritz"},{"orcid":"0000-0002-9788-8282","last_name":"Trautmann","id":"100740","full_name":"Trautmann, Heike","first_name":"Heike"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"}],"date_created":"2023-08-04T07:12:33Z","place":"Cham","year":"2022","citation":{"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>","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>.","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>.","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>.","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.","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} }","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>"},"page":"3–17","publication_identifier":{"isbn":["978-3-031-14714-2"]},"language":[{"iso":"eng"}],"_id":"46304","user_id":"15504","department":[{"_id":"34"},{"_id":"819"}],"abstract":[{"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.","lang":"eng"}],"editor":[{"first_name":"Günter","last_name":"Rudolph","full_name":"Rudolph, Günter"},{"full_name":"Kononova, Anna V.","last_name":"Kononova","first_name":"Anna V."},{"last_name":"Aguirre","full_name":"Aguirre, Hernán","first_name":"Hernán"},{"last_name":"Kerschke","full_name":"Kerschke, Pascal","first_name":"Pascal"},{"last_name":"Ochoa","full_name":"Ochoa, Gabriela","first_name":"Gabriela"},{"last_name":"Tušar","full_name":"Tušar, Tea","first_name":"Tea"}],"status":"public","type":"conference","publication":"Parallel Problem Solving from Nature — PPSN XVII"}]