[{"_id":"33983","language":[{"iso":"eng"}],"user_id":"50562","ddc":["620"],"author":[{"full_name":"Scholtysik, Michel","first_name":"Michel","last_name":"Scholtysik","id":"50562"},{"first_name":"Malte","last_name":"Rohde","full_name":"Rohde, Malte"},{"id":"43136","full_name":"Koldewey, Christian","first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"title":"Adapting the product design to the circular economy using R-principles","year":"2022","status":"public","has_accepted_license":"1","date_updated":"2023-11-30T10:51:01Z","date_created":"2022-11-03T07:09:51Z","file":[{"relation":"main_file","date_updated":"2022-11-03T07:08:50Z","file_name":"[SRK+22] Adapting the product design to the circular economy using R-Principles.pdf","file_size":783187,"access_level":"closed","file_id":"33984","content_type":"application/pdf","success":1,"creator":"mscholt2","date_created":"2022-11-03T07:08:50Z"}],"department":[{"_id":"563"}],"type":"conference","citation":{"bibtex":"@inproceedings{Scholtysik_Rohde_Koldewey_Dumitrescu_2022, title={Adapting the product design to the circular economy using R-principles}, author={Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2022} }","ama":"Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Adapting the product design to the circular economy using R-principles. In: ; 2022.","mla":"Scholtysik, Michel, et al. <i>Adapting the Product Design to the Circular Economy Using R-Principles</i>. 2022.","chicago":"Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Adapting the Product Design to the Circular Economy Using R-Principles,” 2022.","short":"M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, in: 2022.","ieee":"M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Adapting the product design to the circular economy using R-principles,” 2022.","apa":"Scholtysik, M., Rohde, M., Koldewey, C., &#38; Dumitrescu, R. (2022). <i>Adapting the product design to the circular economy using R-principles</i>."},"file_date_updated":"2022-11-03T07:08:50Z"},{"_id":"30883","language":[{"iso":"eng"}],"user_id":"8447","author":[{"id":"64063","orcid":"0000-0001-8040-7553","first_name":"Sarah Claudia","last_name":"Krings","full_name":"Krings, Sarah Claudia"},{"id":"8447","last_name":"Yigitbas","orcid":"0000-0002-5967-833X","first_name":"Enes","full_name":"Yigitbas, Enes"},{"id":"55908","full_name":"Biermeier, Kai","last_name":"Biermeier","orcid":"0000-0002-2879-2359","first_name":"Kai"},{"full_name":"Engels, Gregor","last_name":"Engels","first_name":"Gregor","id":"107"}],"status":"public","title":"Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies","year":"2022","date_updated":"2023-12-07T10:42:07Z","date_created":"2022-04-13T08:11:15Z","department":[{"_id":"66"},{"_id":"534"}],"type":"conference","citation":{"short":"S.C. Krings, E. Yigitbas, K. Biermeier, G. Engels, in: Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2022), 2022.","chicago":"Krings, Sarah Claudia, Enes Yigitbas, Kai Biermeier, and Gregor Engels. “Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies.” In <i>Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2022)</i>, 2022.","apa":"Krings, S. C., Yigitbas, E., Biermeier, K., &#38; Engels, G. (2022). Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies. <i>Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2022)</i>.","ieee":"S. C. Krings, E. Yigitbas, K. Biermeier, and G. Engels, “Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies,” 2022.","ama":"Krings SC, Yigitbas E, Biermeier K, Engels G. Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies. In: <i>Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2022)</i>. ; 2022.","bibtex":"@inproceedings{Krings_Yigitbas_Biermeier_Engels_2022, title={Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies}, booktitle={Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2022)}, author={Krings, Sarah Claudia and Yigitbas, Enes and Biermeier, Kai and Engels, Gregor}, year={2022} }","mla":"Krings, Sarah Claudia, et al. “Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies.” <i>Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2022)</i>, 2022."},"publication":"Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2022)"},{"place":"New York, NY, USA","citation":{"ieee":"J. Bossek and F. Neumann, “Exploring the Feature Space of TSP Instances Using Quality Diversity,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 2022, pp. 186–194, doi: <a href=\"https://doi.org/10.1145/3512290.3528851\">10.1145/3512290.3528851</a>.","apa":"Bossek, J., &#38; Neumann, F. (2022). Exploring the Feature Space of TSP Instances Using Quality Diversity. <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 186–194. <a href=\"https://doi.org/10.1145/3512290.3528851\">https://doi.org/10.1145/3512290.3528851</a>","short":"J. Bossek, F. Neumann, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2022, pp. 186–194.","chicago":"Bossek, Jakob, and Frank Neumann. “Exploring the Feature Space of TSP Instances Using Quality Diversity.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 186–194. GECCO ’22. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3512290.3528851\">https://doi.org/10.1145/3512290.3528851</a>.","mla":"Bossek, Jakob, and Frank Neumann. “Exploring the Feature Space of TSP Instances Using Quality Diversity.” <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association for Computing Machinery, 2022, pp. 186–194, doi:<a href=\"https://doi.org/10.1145/3512290.3528851\">10.1145/3512290.3528851</a>.","bibtex":"@inproceedings{Bossek_Neumann_2022, place={New York, NY, USA}, series={GECCO ’22}, title={Exploring the Feature Space of TSP Instances Using Quality Diversity}, DOI={<a href=\"https://doi.org/10.1145/3512290.3528851\">10.1145/3512290.3528851</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Neumann, Frank}, year={2022}, pages={186–194}, collection={GECCO ’22} }","ama":"Bossek J, Neumann F. Exploring the Feature Space of TSP Instances Using Quality Diversity. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>. GECCO ’22. Association for Computing Machinery; 2022:186–194. doi:<a href=\"https://doi.org/10.1145/3512290.3528851\">10.1145/3512290.3528851</a>"},"user_id":"102979","page":"186–194","publisher":"Association for Computing Machinery","_id":"48861","status":"public","type":"conference","keyword":["instance features","instance generation","quality diversity","TSP"],"department":[{"_id":"819"}],"date_created":"2023-11-14T15:58:55Z","extern":"1","abstract":[{"text":"Generating instances of different properties is key to algorithm selection methods that differentiate between the performance of different solvers for a given combinatorial optimization problem. A wide range of methods using evolutionary computation techniques has been introduced in recent years. With this paper, we contribute to this area of research by providing a new approach based on quality diversity (QD) that is able to explore the whole feature space. QD algorithms allow to create solutions of high quality within a given feature space by splitting it up into boxes and improving solution quality within each box. We use our QD approach for the generation of TSP instances to visualize and analyze the variety of instances differentiating various TSP solvers and compare it to instances generated by established approaches from the literature.","lang":"eng"}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","doi":"10.1145/3512290.3528851","language":[{"iso":"eng"}],"series_title":"GECCO ’22","publication_status":"published","date_updated":"2023-12-13T10:45:56Z","title":"Exploring the Feature Space of TSP Instances Using Quality Diversity","year":"2022","author":[{"full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","last_name":"Bossek","first_name":"Jakob","id":"102979"},{"first_name":"Frank","last_name":"Neumann","full_name":"Neumann, Frank"}],"publication_identifier":{"isbn":["978-1-4503-9237-2"]}},{"user_id":"102979","page":"824–842","_id":"48868","publisher":"Association for Computing Machinery","status":"public","place":"New York, NY, USA","citation":{"mla":"Bossek, Jakob, et al. “Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery, 2022, pp. 824–842, doi:<a href=\"https://doi.org/10.1145/3520304.3533626\">10.1145/3520304.3533626</a>.","apa":"Bossek, J., Neumann, A., &#38; Neumann, F. (2022). Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 824–842. <a href=\"https://doi.org/10.1145/3520304.3533626\">https://doi.org/10.1145/3520304.3533626</a>","ieee":"J. Bossek, A. Neumann, and F. Neumann, “Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 2022, pp. 824–842, doi: <a href=\"https://doi.org/10.1145/3520304.3533626\">10.1145/3520304.3533626</a>.","ama":"Bossek J, Neumann A, Neumann F. Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’22. Association for Computing Machinery; 2022:824–842. doi:<a href=\"https://doi.org/10.1145/3520304.3533626\">10.1145/3520304.3533626</a>","short":"J. Bossek, A. Neumann, F. Neumann, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2022, pp. 824–842.","chicago":"Bossek, Jakob, Aneta Neumann, and Frank Neumann. “Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 824–842. GECCO’22. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3520304.3533626\">https://doi.org/10.1145/3520304.3533626</a>.","bibtex":"@inproceedings{Bossek_Neumann_Neumann_2022, place={New York, NY, USA}, series={GECCO’22}, title={Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA}, DOI={<a href=\"https://doi.org/10.1145/3520304.3533626\">10.1145/3520304.3533626</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Neumann, Aneta and Neumann, Frank}, year={2022}, pages={824–842}, collection={GECCO’22} }"},"doi":"10.1145/3520304.3533626","language":[{"iso":"eng"}],"series_title":"GECCO’22","publication_status":"published","date_updated":"2023-12-13T10:46:19Z","title":"Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA","year":"2022","publication_identifier":{"isbn":["978-1-4503-9268-6"]},"author":[{"id":"102979","orcid":"0000-0002-4121-4668","last_name":"Bossek","first_name":"Jakob","full_name":"Bossek, Jakob"},{"full_name":"Neumann, Aneta","last_name":"Neumann","first_name":"Aneta"},{"full_name":"Neumann, Frank","first_name":"Frank","last_name":"Neumann"}],"type":"conference","department":[{"_id":"819"}],"date_created":"2023-11-14T15:58:56Z","extern":"1","publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion"},{"publication":"Parallel Problem Solving from Nature (PPSN XVII)","abstract":[{"text":"In multimodal multi-objective optimization (MMMOO), the focus is not solely on convergence in objective space, but rather also on explicitly ensuring diversity in decision space. We illustrate why commonly used diversity measures are not entirely appropriate for this task and propose a sophisticated basin-based evaluation (BBE) method. Also, BBE variants are developed, capturing the anytime behavior of algorithms. The set of BBE measures is tested by means of an algorithm configuration study. We show that these new measures also transfer properties of the well-established hypervolume (HV) indicator to the domain of MMMOO, thus also accounting for objective space convergence. Moreover, we advance MMMOO research by providing insights into the multimodal performance of the considered algorithms. Specifically, algorithms exploiting local structures are shown to outperform classical evolutionary multi-objective optimizers regarding the BBE variants and respective trade-off with HV.","lang":"eng"}],"extern":"1","date_created":"2023-11-14T15:58:58Z","department":[{"_id":"819"}],"keyword":["Anytime behavior","Benchmarking","Continuous optimization","Multi-objective optimization","Multimodality","Performance metric"],"type":"conference","author":[{"full_name":"Heins, Jonathan","last_name":"Heins","first_name":"Jonathan"},{"first_name":"Jeroen","last_name":"Rook","full_name":"Rook, Jeroen"},{"full_name":"Schäpermeier, Lennart","last_name":"Schäpermeier","first_name":"Lennart"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"},{"first_name":"Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","id":"102979"},{"full_name":"Trautmann, Heike","first_name":"Heike","last_name":"Trautmann"}],"publication_identifier":{"isbn":["978-3-031-14714-2"]},"year":"2022","title":"BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems","date_updated":"2023-12-13T10:47:50Z","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","doi":"10.1007/978-3-031-14714-2_14","citation":{"short":"J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann, in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tusar (Eds.), Parallel Problem Solving from Nature (PPSN XVII), Springer International Publishing, Cham, 2022, pp. 192–206.","chicago":"Heins, Jonathan, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob Bossek, and Heike Trautmann. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective Optimization Problems.” In <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, and Tea Tusar, 192–206. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">https://doi.org/10.1007/978-3-031-14714-2_14</a>.","ieee":"J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, and H. Trautmann, “BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems,” in <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, 2022, pp. 192–206, doi: <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>.","apa":"Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., &#38; Trautmann, H. (2022). BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &#38; T. Tusar (Eds.), <i>Parallel Problem Solving from Nature (PPSN XVII)</i> (pp. 192–206). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">https://doi.org/10.1007/978-3-031-14714-2_14</a>","bibtex":"@inproceedings{Heins_Rook_Schäpermeier_Kerschke_Bossek_Trautmann_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>}, booktitle={Parallel Problem Solving from Nature (PPSN XVII)}, publisher={Springer International Publishing}, author={Heins, Jonathan and Rook, Jeroen and Schäpermeier, Lennart and Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tusar, Tea}, year={2022}, pages={192–206}, collection={Lecture Notes in Computer Science} }","ama":"Heins J, Rook J, Schäpermeier L, Kerschke P, Bossek J, Trautmann H. BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems. In: Rudolph G, Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tusar T, eds. <i>Parallel Problem Solving from Nature (PPSN XVII)</i>. Lecture Notes in Computer Science. Springer International Publishing; 2022:192–206. doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>","mla":"Heins, Jonathan, et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective Optimization Problems.” <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 192–206, doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>."},"place":"Cham","status":"public","_id":"48882","publisher":"Springer International Publishing","page":"192–206","editor":[{"full_name":"Rudolph, Günter","first_name":"Günter","last_name":"Rudolph"},{"full_name":"Kononova, Anna V.","first_name":"Anna V.","last_name":"Kononova"},{"full_name":"Aguirre, Hernán","first_name":"Hernán","last_name":"Aguirre"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"},{"last_name":"Ochoa","first_name":"Gabriela","full_name":"Ochoa, Gabriela"},{"first_name":"Tea","last_name":"Tusar","full_name":"Tusar, Tea"}],"user_id":"102979"},{"citation":{"mla":"Nikfarjam, Adel, et al. “Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem.” <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 237–249, doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">10.1007/978-3-031-14714-2_17</a>.","bibtex":"@inproceedings{Nikfarjam_Neumann_Bossek_Neumann_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">10.1007/978-3-031-14714-2_17</a>}, booktitle={Parallel Problem Solving from Nature (PPSN XVII)}, publisher={Springer International Publishing}, author={Nikfarjam, Adel and Neumann, Aneta and Bossek, Jakob and Neumann, Frank}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tu\\v sar, Tea}, year={2022}, pages={237–249}, collection={Lecture Notes in Computer Science} }","ama":"Nikfarjam A, Neumann A, Bossek J, Neumann F. Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem. In: Rudolph G, Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tu\\v sar T, eds. <i>Parallel Problem Solving from Nature (PPSN XVII)</i>. Lecture Notes in Computer Science. Springer International Publishing; 2022:237–249. doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">10.1007/978-3-031-14714-2_17</a>","ieee":"A. Nikfarjam, A. Neumann, J. Bossek, and F. Neumann, “Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem,” in <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, 2022, pp. 237–249, doi: <a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">10.1007/978-3-031-14714-2_17</a>.","apa":"Nikfarjam, A., Neumann, A., Bossek, J., &#38; Neumann, F. (2022). Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &#38; T. Tu\\v sar (Eds.), <i>Parallel Problem Solving from Nature (PPSN XVII)</i> (pp. 237–249). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">https://doi.org/10.1007/978-3-031-14714-2_17</a>","short":"A. Nikfarjam, A. Neumann, J. Bossek, F. Neumann, in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tu\\v sar (Eds.), Parallel Problem Solving from Nature (PPSN XVII), Springer International Publishing, Cham, 2022, pp. 237–249.","chicago":"Nikfarjam, Adel, Aneta Neumann, Jakob Bossek, and Frank Neumann. “Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem.” 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 Tu\\v sar, 237–249. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">https://doi.org/10.1007/978-3-031-14714-2_17</a>."},"place":"Cham","status":"public","editor":[{"last_name":"Rudolph","first_name":"Günter","full_name":"Rudolph, Günter"},{"last_name":"Kononova","first_name":"Anna V.","full_name":"Kononova, Anna V."},{"full_name":"Aguirre, Hernán","first_name":"Hernán","last_name":"Aguirre"},{"full_name":"Kerschke, Pascal","last_name":"Kerschke","first_name":"Pascal"},{"full_name":"Ochoa, Gabriela","last_name":"Ochoa","first_name":"Gabriela"},{"full_name":"Tu\\v sar, Tea","first_name":"Tea","last_name":"Tu\\v sar"}],"user_id":"102979","publisher":"Springer International Publishing","_id":"48894","page":"237–249","extern":"1","abstract":[{"text":"Recently different evolutionary computation approaches have been developed that generate sets of high quality diverse solutions for a given optimisation problem. Many studies have considered diversity 1) as a mean to explore niches in behavioural space (quality diversity) or 2) to increase the structural differences of solutions (evolutionary diversity optimisation). In this study, we introduce a co-evolutionary algorithm to simultaneously explore the two spaces for the multi-component traveling thief problem. The results show the capability of the co-evolutionary algorithm to achieve significantly higher diversity compared to the baseline evolutionary diversity algorithms from the literature.","lang":"eng"}],"publication":"Parallel Problem Solving from Nature (PPSN XVII)","department":[{"_id":"819"}],"type":"conference","keyword":["Co-evolutionary algorithms","Evolutionary diversity optimisation","Quality diversity","Traveling thief problem"],"date_created":"2023-11-14T15:59:00Z","publication_status":"published","date_updated":"2023-12-13T10:49:51Z","author":[{"last_name":"Nikfarjam","first_name":"Adel","full_name":"Nikfarjam, Adel"},{"full_name":"Neumann, Aneta","first_name":"Aneta","last_name":"Neumann"},{"id":"102979","full_name":"Bossek, Jakob","last_name":"Bossek","first_name":"Jakob","orcid":"0000-0002-4121-4668"},{"first_name":"Frank","last_name":"Neumann","full_name":"Neumann, Frank"}],"publication_identifier":{"isbn":["978-3-031-14714-2"]},"title":"Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem","year":"2022","doi":"10.1007/978-3-031-14714-2_17","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science"},{"_id":"48878","publisher":"{Multidisciplinary Digital Publishing Institute}","page":"9094","volume":12,"user_id":"102979","status":"public","citation":{"short":"L. Clever, J.S. Pohl, J. Bossek, P. Kerschke, H. Trautmann, Applied Sciences 12 (2022) 9094.","chicago":"Clever, Lena, Janina Susanne Pohl, Jakob Bossek, Pascal Kerschke, and Heike Trautmann. “Process-Oriented Stream Classification Pipeline: A Literature Review.” <i>Applied Sciences</i> 12, no. 18 (2022): 9094. <a href=\"https://doi.org/10.3390/app12189094\">https://doi.org/10.3390/app12189094</a>.","ieee":"L. Clever, J. S. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Process-Oriented Stream Classification Pipeline: A Literature Review,” <i>Applied Sciences</i>, vol. 12, no. 18, p. 9094, 2022, doi: <a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>.","apa":"Clever, L., Pohl, J. S., Bossek, J., Kerschke, P., &#38; Trautmann, H. (2022). Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied Sciences</i>, <i>12</i>(18), 9094. <a href=\"https://doi.org/10.3390/app12189094\">https://doi.org/10.3390/app12189094</a>","bibtex":"@article{Clever_Pohl_Bossek_Kerschke_Trautmann_2022, title={Process-Oriented Stream Classification Pipeline: A Literature Review}, volume={12}, DOI={<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>}, number={18}, journal={Applied Sciences}, publisher={{Multidisciplinary Digital Publishing Institute}}, author={Clever, Lena and Pohl, Janina Susanne and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={9094} }","ama":"Clever L, Pohl JS, Bossek J, Kerschke P, Trautmann H. Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied Sciences</i>. 2022;12(18):9094. doi:<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>","mla":"Clever, Lena, et al. “Process-Oriented Stream Classification Pipeline: A Literature Review.” <i>Applied Sciences</i>, vol. 12, no. 18, {Multidisciplinary Digital Publishing Institute}, 2022, p. 9094, doi:<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>."},"language":[{"iso":"eng"}],"doi":"10.3390/app12189094","publication_identifier":{"issn":["2076-3417"]},"author":[{"full_name":"Clever, Lena","last_name":"Clever","first_name":"Lena"},{"full_name":"Pohl, Janina Susanne","last_name":"Pohl","first_name":"Janina Susanne"},{"last_name":"Bossek","first_name":"Jakob","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","id":"102979"},{"full_name":"Kerschke, Pascal","last_name":"Kerschke","first_name":"Pascal"},{"first_name":"Heike","last_name":"Trautmann","full_name":"Trautmann, Heike"}],"year":"2022","title":"Process-Oriented Stream Classification Pipeline: A Literature Review","intvolume":"        12","date_updated":"2023-12-13T10:50:56Z","date_created":"2023-11-14T15:58:57Z","department":[{"_id":"819"}],"type":"journal_article","keyword":["big data","data mining","data stream analysis","machine learning","stream classification","supervised learning"],"publication":"Applied Sciences","issue":"18","abstract":[{"lang":"eng","text":"Due to the rise of continuous data-generating applications, analyzing data streams has gained increasing attention over the past decades. A core research area in stream data is stream classification, which categorizes or detects data points within an evolving stream of observations. Areas of stream classification are diverse\\textemdash ranging, e.g., from monitoring sensor data to analyzing a wide range of (social) media applications. Research in stream classification is related to developing methods that adapt to the changing and potentially volatile data stream. It focuses on individual aspects of the stream classification pipeline, e.g., designing suitable algorithm architectures, an efficient train and test procedure, or detecting so-called concept drifts. As a result of the many different research questions and strands, the field is challenging to grasp, especially for beginners. This survey explores, summarizes, and categorizes work within the domain of stream classification and identifies core research threads over the past few years. It is structured based on the stream classification process to facilitate coordination within this complex topic, including common application scenarios and benchmarking data sets. Thus, both newcomers to the field and experts who want to widen their scope can gain (additional) insight into this research area and find starting points and pointers to more in-depth literature on specific issues and research directions in the field."}]},{"place":"New York, NY, USA","citation":{"chicago":"Rook, Jeroen, Heike Trautmann, Jakob Bossek, and Christian Grimme. “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 356–359. GECCO’22. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3520304.3528998\">https://doi.org/10.1145/3520304.3528998</a>.","short":"J. Rook, H. Trautmann, J. Bossek, C. Grimme, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2022, pp. 356–359.","apa":"Rook, J., Trautmann, H., Bossek, J., &#38; Grimme, C. (2022). On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 356–359. <a href=\"https://doi.org/10.1145/3520304.3528998\">https://doi.org/10.1145/3520304.3528998</a>","ieee":"J. Rook, H. Trautmann, J. Bossek, and C. Grimme, “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 2022, pp. 356–359, doi: <a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>.","ama":"Rook J, Trautmann H, Bossek J, Grimme C. On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’22. Association for Computing Machinery; 2022:356–359. doi:<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>","bibtex":"@inproceedings{Rook_Trautmann_Bossek_Grimme_2022, place={New York, NY, USA}, series={GECCO’22}, title={On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems}, DOI={<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery}, author={Rook, Jeroen and Trautmann, Heike and Bossek, Jakob and Grimme, Christian}, year={2022}, pages={356–359}, collection={GECCO’22} }","mla":"Rook, Jeroen, et al. “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery, 2022, pp. 356–359, doi:<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>."},"user_id":"102979","_id":"48896","publisher":"Association for Computing Machinery","page":"356–359","status":"public","department":[{"_id":"819"}],"type":"conference","keyword":["configuration","multi-modality","multi-objective optimization"],"date_created":"2023-11-14T15:59:00Z","extern":"1","abstract":[{"lang":"eng","text":"Hardness of Multi-Objective (MO) continuous optimization problems results from an interplay of various problem characteristics, e. g. the degree of multi-modality. We present a benchmark study of classical and diversity focused optimizers on multi-modal MO problems based on automated algorithm configuration. We show the large effect of the latter and investigate the trade-off between convergence in objective space and diversity in decision space."}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","doi":"10.1145/3520304.3528998","series_title":"GECCO’22","language":[{"iso":"eng"}],"date_updated":"2023-12-13T10:50:24Z","publication_identifier":{"isbn":["978-1-4503-9268-6"]},"author":[{"full_name":"Rook, Jeroen","last_name":"Rook","first_name":"Jeroen"},{"last_name":"Trautmann","first_name":"Heike","full_name":"Trautmann, Heike"},{"id":"102979","orcid":"0000-0002-4121-4668","first_name":"Jakob","last_name":"Bossek","full_name":"Bossek, Jakob"},{"full_name":"Grimme, Christian","first_name":"Christian","last_name":"Grimme"}],"title":"On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems","year":"2022"},{"page":"355–379","_id":"52532","language":[{"iso":"eng"}],"doi":"10.1007/S00180-021-01124-0","user_id":"15504","volume":37,"status":"public","year":"2022","title":"Estimation of component reliability from superposed renewal processes by means of latent variables","author":[{"full_name":"Rodrigues, Agatha S.","last_name":"Rodrigues","first_name":"Agatha S."},{"full_name":"Kerschke, Pascal","first_name":"Pascal","last_name":"Kerschke"},{"full_name":"Pereira, Carlos Alberto De Bragança","last_name":"Pereira","first_name":"Carlos Alberto De Bragança"},{"id":"100740","full_name":"Trautmann, Heike","first_name":"Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann"},{"first_name":"Carolin","last_name":"Wagner","full_name":"Wagner, Carolin"},{"full_name":"Hellingrath, Bernd","first_name":"Bernd","last_name":"Hellingrath"},{"last_name":"Polpo","first_name":"Adriano","full_name":"Polpo, Adriano"}],"date_updated":"2024-03-13T10:28:01Z","intvolume":"        37","date_created":"2024-03-13T09:59:21Z","type":"journal_article","department":[{"_id":"819"}],"issue":"1","publication":"Comput. Stat.","citation":{"apa":"Rodrigues, A. S., Kerschke, P., Pereira, C. A. D. B., Trautmann, H., Wagner, C., Hellingrath, B., &#38; Polpo, A. (2022). Estimation of component reliability from superposed renewal processes by means of latent variables. <i>Comput. Stat.</i>, <i>37</i>(1), 355–379. <a href=\"https://doi.org/10.1007/S00180-021-01124-0\">https://doi.org/10.1007/S00180-021-01124-0</a>","ieee":"A. S. Rodrigues <i>et al.</i>, “Estimation of component reliability from superposed renewal processes by means of latent variables,” <i>Comput. Stat.</i>, vol. 37, no. 1, pp. 355–379, 2022, doi: <a href=\"https://doi.org/10.1007/S00180-021-01124-0\">10.1007/S00180-021-01124-0</a>.","chicago":"Rodrigues, Agatha S., Pascal Kerschke, Carlos Alberto De Bragança Pereira, Heike Trautmann, Carolin Wagner, Bernd Hellingrath, and Adriano Polpo. “Estimation of Component Reliability from Superposed Renewal Processes by Means of Latent Variables.” <i>Comput. Stat.</i> 37, no. 1 (2022): 355–379. <a href=\"https://doi.org/10.1007/S00180-021-01124-0\">https://doi.org/10.1007/S00180-021-01124-0</a>.","short":"A.S. Rodrigues, P. Kerschke, C.A.D.B. Pereira, H. Trautmann, C. Wagner, B. Hellingrath, A. Polpo, Comput. Stat. 37 (2022) 355–379.","mla":"Rodrigues, Agatha S., et al. “Estimation of Component Reliability from Superposed Renewal Processes by Means of Latent Variables.” <i>Comput. Stat.</i>, vol. 37, no. 1, 2022, pp. 355–379, doi:<a href=\"https://doi.org/10.1007/S00180-021-01124-0\">10.1007/S00180-021-01124-0</a>.","ama":"Rodrigues AS, Kerschke P, Pereira CADB, et al. Estimation of component reliability from superposed renewal processes by means of latent variables. <i>Comput Stat</i>. 2022;37(1):355–379. doi:<a href=\"https://doi.org/10.1007/S00180-021-01124-0\">10.1007/S00180-021-01124-0</a>","bibtex":"@article{Rodrigues_Kerschke_Pereira_Trautmann_Wagner_Hellingrath_Polpo_2022, title={Estimation of component reliability from superposed renewal processes by means of latent variables}, volume={37}, DOI={<a href=\"https://doi.org/10.1007/S00180-021-01124-0\">10.1007/S00180-021-01124-0</a>}, number={1}, journal={Comput. Stat.}, author={Rodrigues, Agatha S. and Kerschke, Pascal and Pereira, Carlos Alberto De Bragança and Trautmann, Heike and Wagner, Carolin and Hellingrath, Bernd and Polpo, Adriano}, year={2022}, pages={355–379} }"}},{"page":"1-4","publisher":"Springer Science and Business Media LLC","_id":"52862","user_id":"9503","volume":36,"status":"public","citation":{"bibtex":"@article{Turhan_2022, title={A Double Take at Conferences: The Hybrid Format}, volume={36}, DOI={<a href=\"https://doi.org/10.1007/s13218-022-00758-6\">10.1007/s13218-022-00758-6</a>}, number={1}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Turhan, Anni-Yasmin}, year={2022}, pages={1–4} }","ama":"Turhan A-Y. A Double Take at Conferences: The Hybrid Format. <i>KI - Künstliche Intelligenz</i>. 2022;36(1):1-4. doi:<a href=\"https://doi.org/10.1007/s13218-022-00758-6\">10.1007/s13218-022-00758-6</a>","mla":"Turhan, Anni-Yasmin. “A Double Take at Conferences: The Hybrid Format.” <i>KI - Künstliche Intelligenz</i>, vol. 36, no. 1, Springer Science and Business Media LLC, 2022, pp. 1–4, doi:<a href=\"https://doi.org/10.1007/s13218-022-00758-6\">10.1007/s13218-022-00758-6</a>.","chicago":"Turhan, Anni-Yasmin. “A Double Take at Conferences: The Hybrid Format.” <i>KI - Künstliche Intelligenz</i> 36, no. 1 (2022): 1–4. <a href=\"https://doi.org/10.1007/s13218-022-00758-6\">https://doi.org/10.1007/s13218-022-00758-6</a>.","short":"A.-Y. Turhan, KI - Künstliche Intelligenz 36 (2022) 1–4.","ieee":"A.-Y. Turhan, “A Double Take at Conferences: The Hybrid Format,” <i>KI - Künstliche Intelligenz</i>, vol. 36, no. 1, pp. 1–4, 2022, doi: <a href=\"https://doi.org/10.1007/s13218-022-00758-6\">10.1007/s13218-022-00758-6</a>.","apa":"Turhan, A.-Y. (2022). A Double Take at Conferences: The Hybrid Format. <i>KI - Künstliche Intelligenz</i>, <i>36</i>(1), 1–4. <a href=\"https://doi.org/10.1007/s13218-022-00758-6\">https://doi.org/10.1007/s13218-022-00758-6</a>"},"language":[{"iso":"eng"}],"doi":"10.1007/s13218-022-00758-6","year":"2022","title":"A Double Take at Conferences: The Hybrid Format","author":[{"last_name":"Turhan","first_name":"Anni-Yasmin","full_name":"Turhan, Anni-Yasmin","id":"104470"}],"publication_identifier":{"issn":["0933-1875","1610-1987"]},"publication_status":"published","date_updated":"2024-03-26T10:52:36Z","intvolume":"        36","date_created":"2024-03-25T14:00:30Z","type":"journal_article","keyword":["Artificial Intelligence"],"department":[{"_id":"888"}],"publication":"KI - Künstliche Intelligenz","issue":"1"},{"date_created":"2024-03-26T10:54:06Z","department":[{"_id":"888"}],"type":"conference","citation":{"ama":"de Camargo e Souza Câmara I, Turhan A-Y. Rational Defeasible Subsumption in DLs with Nested Quantifiers: the Case of ELI\\(\\perp\\). In: Arieli O, Casini G, Giordano L, eds. <i>Proceedings of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022</i>. Vol 3197. CEUR Workshop Proceedings. CEUR-WS.org; 2022:159–162.","bibtex":"@inproceedings{de Camargo e Souza Câmara_Turhan_2022, series={CEUR Workshop Proceedings}, title={Rational Defeasible Subsumption in DLs with Nested Quantifiers: the Case of ELI\\(\\perp\\)}, volume={3197}, booktitle={Proceedings of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022}, publisher={CEUR-WS.org}, author={de Camargo e Souza Câmara, Igor and Turhan, Anni-Yasmin}, editor={Arieli, Ofer and Casini, Giovanni and Giordano, Laura}, year={2022}, pages={159–162}, collection={CEUR Workshop Proceedings} }","mla":"de Camargo e Souza Câmara, Igor, and Anni-Yasmin Turhan. “Rational Defeasible Subsumption in DLs with Nested Quantifiers: The Case of ELI\\(\\perp\\).” <i>Proceedings of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022</i>, edited by Ofer Arieli et al., vol. 3197, CEUR-WS.org, 2022, pp. 159–162.","chicago":"Camargo e Souza Câmara, Igor de, and Anni-Yasmin Turhan. “Rational Defeasible Subsumption in DLs with Nested Quantifiers: The Case of ELI\\(\\perp\\).” In <i>Proceedings of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022</i>, edited by Ofer Arieli, Giovanni Casini, and Laura Giordano, 3197:159–162. CEUR Workshop Proceedings. CEUR-WS.org, 2022.","short":"I. de Camargo e Souza Câmara, A.-Y. Turhan, in: O. Arieli, G. Casini, L. Giordano (Eds.), Proceedings of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022, CEUR-WS.org, 2022, pp. 159–162.","apa":"de Camargo e Souza Câmara, I., &#38; Turhan, A.-Y. (2022). Rational Defeasible Subsumption in DLs with Nested Quantifiers: the Case of ELI\\(\\perp\\). In O. Arieli, G. Casini, &#38; L. Giordano (Eds.), <i>Proceedings of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022</i> (Vol. 3197, pp. 159–162). CEUR-WS.org.","ieee":"I. de Camargo e Souza Câmara and A.-Y. Turhan, “Rational Defeasible Subsumption in DLs with Nested Quantifiers: the Case of ELI\\(\\perp\\),” in <i>Proceedings of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022</i>, 2022, vol. 3197, pp. 159–162."},"publication":"Proceedings of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022","publisher":"CEUR-WS.org","_id":"52923","language":[{"iso":"eng"}],"series_title":"CEUR Workshop Proceedings","page":"159–162","volume":3197,"editor":[{"last_name":"Arieli","first_name":"Ofer","full_name":"Arieli, Ofer"},{"full_name":"Casini, Giovanni","first_name":"Giovanni","last_name":"Casini"},{"full_name":"Giordano, Laura","last_name":"Giordano","first_name":"Laura"}],"user_id":"9503","author":[{"full_name":"de Camargo e Souza Câmara, Igor","first_name":"Igor","last_name":"de Camargo e Souza Câmara"},{"id":"104470","first_name":"Anni-Yasmin","last_name":"Turhan","full_name":"Turhan, Anni-Yasmin"}],"status":"public","title":"Rational Defeasible Subsumption in DLs with Nested Quantifiers: the Case of ELI\\(\\perp\\)","year":"2022","intvolume":"      3197","date_updated":"2024-03-26T10:56:19Z"},{"_id":"52925","series_title":"Lecture Notes in Computer Science","publisher":"Springer","language":[{"iso":"eng"}],"user_id":"9503","doi":"10.1007/978-3-031-21541-4","volume":13752,"editor":[{"first_name":"Guido","last_name":"Governatori","full_name":"Governatori, Guido"},{"id":"104470","full_name":"Turhan, Anni-Yasmin","first_name":"Anni-Yasmin","last_name":"Turhan"}],"year":"2022","title":"Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings","status":"public","publication_identifier":{"isbn":["978-3-031-21540-7"]},"date_updated":"2024-03-26T10:56:14Z","intvolume":"     13752","date_created":"2024-03-26T10:54:33Z","type":"conference_editor","department":[{"_id":"888"}],"citation":{"ieee":"G. Governatori and A.-Y. Turhan, Eds., <i>Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings</i>, vol. 13752. Springer, 2022.","apa":"Governatori, G., &#38; Turhan, A.-Y. (Eds.). (2022). <i>Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings</i> (Vol. 13752). Springer. <a href=\"https://doi.org/10.1007/978-3-031-21541-4\">https://doi.org/10.1007/978-3-031-21541-4</a>","short":"G. Governatori, A.-Y. Turhan, eds., Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings, Springer, 2022.","chicago":"Governatori, Guido, and Anni-Yasmin Turhan, eds. <i>Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings</i>. Vol. 13752. Lecture Notes in Computer Science. Springer, 2022. <a href=\"https://doi.org/10.1007/978-3-031-21541-4\">https://doi.org/10.1007/978-3-031-21541-4</a>.","mla":"Governatori, Guido, and Anni-Yasmin Turhan, editors. <i>Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings</i>. Springer, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-031-21541-4\">10.1007/978-3-031-21541-4</a>.","bibtex":"@book{Governatori_Turhan_2022, series={Lecture Notes in Computer Science}, title={Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings}, volume={13752}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-21541-4\">10.1007/978-3-031-21541-4</a>}, publisher={Springer}, year={2022}, collection={Lecture Notes in Computer Science} }","ama":"Governatori G, Turhan A-Y, eds. <i>Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings</i>. Vol 13752. Springer; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-031-21541-4\">10.1007/978-3-031-21541-4</a>"}},{"publication":"Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)","citation":{"bibtex":"@inproceedings{Mayer_Poddebniak_Fischer_Brinkmann_Somorovsky_Sasse_Schinzel_Volkamer_2022, place={Boston, MA}, title={“I don’ know why I check this...” - Investigating Expert Users’ Strategies to Detect Email Signature Spoofing Attacks}, booktitle={Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)}, publisher={USENIX Association}, author={Mayer, Peter and Poddebniak, Damian and Fischer, Konstantin and Brinkmann, Marcus and Somorovsky, Juraj and Sasse, Angela and Schinzel, Sebastian and Volkamer, Melanie}, year={2022}, pages={77–96} }","ama":"Mayer P, Poddebniak D, Fischer K, et al. “I don’ know why I check this...” - Investigating Expert Users’ Strategies to Detect Email Signature Spoofing Attacks. In: <i>Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)</i>. USENIX Association; 2022:77–96.","mla":"Mayer, Peter, et al. “‘I Don’ Know Why I Check This...’ - Investigating Expert Users’ Strategies to Detect Email Signature Spoofing Attacks.” <i>Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)</i>, USENIX Association, 2022, pp. 77–96.","short":"P. Mayer, D. Poddebniak, K. Fischer, M. Brinkmann, J. Somorovsky, A. Sasse, S. Schinzel, M. Volkamer, in: Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022), USENIX Association, Boston, MA, 2022, pp. 77–96.","chicago":"Mayer, Peter, Damian Poddebniak, Konstantin Fischer, Marcus Brinkmann, Juraj Somorovsky, Angela Sasse, Sebastian Schinzel, and Melanie Volkamer. “‘I Don’ Know Why I Check This...’ - Investigating Expert Users’ Strategies to Detect Email Signature Spoofing Attacks.” In <i>Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)</i>, 77–96. Boston, MA: USENIX Association, 2022.","ieee":"P. Mayer <i>et al.</i>, “‘I don’ know why I check this...’ - Investigating Expert Users’ Strategies to Detect Email Signature Spoofing Attacks,” in <i>Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)</i>, 2022, pp. 77–96.","apa":"Mayer, P., Poddebniak, D., Fischer, K., Brinkmann, M., Somorovsky, J., Sasse, A., Schinzel, S., &#38; Volkamer, M. (2022). “I don’ know why I check this...” - Investigating Expert Users’ Strategies to Detect Email Signature Spoofing Attacks. <i>Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)</i>, 77–96."},"type":"conference","department":[{"_id":"632"}],"place":"Boston, MA","date_created":"2022-08-03T11:02:10Z","date_updated":"2024-04-02T12:19:28Z","title":"\"I don' know why I check this...\" - Investigating Expert Users' Strategies to Detect Email Signature Spoofing Attacks","status":"public","year":"2022","publication_identifier":{"isbn":["978-1-939133-30-4"]},"author":[{"last_name":"Mayer","first_name":"Peter","full_name":"Mayer, Peter"},{"first_name":"Damian","last_name":"Poddebniak","full_name":"Poddebniak, Damian"},{"full_name":"Fischer, Konstantin","first_name":"Konstantin","last_name":"Fischer"},{"full_name":"Brinkmann, Marcus","last_name":"Brinkmann","first_name":"Marcus"},{"full_name":"Somorovsky, Juraj","last_name":"Somorovsky","orcid":"0000-0002-3593-7720","first_name":"Juraj","id":"83504"},{"last_name":"Sasse","first_name":"Angela","full_name":"Sasse, Angela"},{"full_name":"Schinzel, Sebastian","first_name":"Sebastian","last_name":"Schinzel"},{"full_name":"Volkamer, Melanie","last_name":"Volkamer","first_name":"Melanie"}],"user_id":"83504","page":"77–96","language":[{"iso":"eng"}],"_id":"32572","publisher":"USENIX Association"},{"publication":"31st USENIX Security Symposium (USENIX Security 22)","citation":{"mla":"Maehren, Marcel, et al. “TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries.” <i>31st USENIX Security Symposium (USENIX Security 22)</i>, USENIX Association, 2022.","ama":"Maehren M, Nieting P, Hebrok SN, Merget R, Somorovsky J, Schwenk J. TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries. In: <i>31st USENIX Security Symposium (USENIX Security 22)</i>. USENIX Association; 2022.","bibtex":"@inproceedings{Maehren_Nieting_Hebrok_Merget_Somorovsky_Schwenk_2022, place={Boston, MA}, title={TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries}, booktitle={31st USENIX Security Symposium (USENIX Security 22)}, publisher={USENIX Association}, author={Maehren, Marcel and Nieting, Philipp and Hebrok, Sven Niclas and Merget, Robert and Somorovsky, Juraj and Schwenk, Jörg}, year={2022} }","apa":"Maehren, M., Nieting, P., Hebrok, S. N., Merget, R., Somorovsky, J., &#38; Schwenk, J. (2022). TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries. <i>31st USENIX Security Symposium (USENIX Security 22)</i>.","ieee":"M. Maehren, P. Nieting, S. N. Hebrok, R. Merget, J. Somorovsky, and J. Schwenk, “TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries,” 2022.","short":"M. Maehren, P. Nieting, S.N. Hebrok, R. Merget, J. Somorovsky, J. Schwenk, in: 31st USENIX Security Symposium (USENIX Security 22), USENIX Association, Boston, MA, 2022.","chicago":"Maehren, Marcel, Philipp Nieting, Sven Niclas Hebrok, Robert Merget, Juraj Somorovsky, and Jörg Schwenk. “TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries.” In <i>31st USENIX Security Symposium (USENIX Security 22)</i>. Boston, MA: USENIX Association, 2022."},"date_created":"2022-08-03T11:03:30Z","place":"Boston, MA","type":"conference","department":[{"_id":"632"}],"year":"2022","status":"public","title":"TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries","author":[{"first_name":"Marcel","last_name":"Maehren","full_name":"Maehren, Marcel"},{"last_name":"Nieting","first_name":"Philipp","full_name":"Nieting, Philipp"},{"last_name":"Hebrok","first_name":"Sven Niclas","orcid":"0009-0006-1172-1665","full_name":"Hebrok, Sven Niclas","id":"55616"},{"full_name":"Merget, Robert","first_name":"Robert","last_name":"Merget"},{"id":"83504","last_name":"Somorovsky","orcid":"0000-0002-3593-7720","first_name":"Juraj","full_name":"Somorovsky, Juraj"},{"full_name":"Schwenk, Jörg","first_name":"Jörg","last_name":"Schwenk"}],"date_updated":"2024-04-02T12:19:45Z","language":[{"iso":"eng"}],"_id":"32573","publisher":"USENIX Association","user_id":"83504"},{"place":"Cham","oa":"1","citation":{"ieee":"N. J. KOUAGOU, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Learning Concept Lengths Accelerates Concept Learning in ALC,” in <i>The Semantic Web</i>, Cham: Springer International Publishing, 2022.","apa":"KOUAGOU, N. J., Heindorf, S., Demir, C., &#38; Ngonga Ngomo, A.-C. (2022). Learning Concept Lengths Accelerates Concept Learning in ALC. In <i>The Semantic Web</i>. Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-06981-9_14\">https://doi.org/10.1007/978-3-031-06981-9_14</a>","chicago":"KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Learning Concept Lengths Accelerates Concept Learning in ALC.” In <i>The Semantic Web</i>. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-06981-9_14\">https://doi.org/10.1007/978-3-031-06981-9_14</a>.","short":"N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: The Semantic Web, Springer International Publishing, Cham, 2022.","mla":"KOUAGOU, N’Dah Jean, et al. “Learning Concept Lengths Accelerates Concept Learning in ALC.” <i>The Semantic Web</i>, Springer International Publishing, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-031-06981-9_14\">10.1007/978-3-031-06981-9_14</a>.","bibtex":"@inbook{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2022, place={Cham}, title={Learning Concept Lengths Accelerates Concept Learning in ALC}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-06981-9_14\">10.1007/978-3-031-06981-9_14</a>}, booktitle={The Semantic Web}, publisher={Springer International Publishing}, author={KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2022} }","ama":"KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Learning Concept Lengths Accelerates Concept Learning in ALC. In: <i>The Semantic Web</i>. Springer International Publishing; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-031-06981-9_14\">10.1007/978-3-031-06981-9_14</a>"},"_id":"33740","publisher":"Springer International Publishing","user_id":"11871","status":"public","date_created":"2022-10-15T19:34:41Z","type":"book_chapter","department":[{"_id":"574"},{"_id":"760"}],"publication":"The Semantic Web","related_material":{"link":[{"relation":"confirmation","url":"https://link.springer.com/chapter/10.1007/978-3-031-06981-9_14"}]},"main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2107.04911"}],"language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-06981-9_14","year":"2022","title":"Learning Concept Lengths Accelerates Concept Learning in ALC","author":[{"full_name":"KOUAGOU, N'Dah Jean","first_name":"N'Dah Jean","last_name":"KOUAGOU","id":"87189"},{"id":"11871","full_name":"Heindorf, Stefan","orcid":"0000-0002-4525-6865","first_name":"Stefan","last_name":"Heindorf"},{"id":"43817","last_name":"Demir","first_name":"Caglar","full_name":"Demir, Caglar"},{"id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"publication_identifier":{"isbn":["9783031069802","9783031069819"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","date_updated":"2024-04-03T13:26:10Z"},{"user_id":"45402","editor":[{"first_name":"Ernst A.","last_name":"Hartmann","full_name":"Hartmann, Ernst A."}],"_id":"47831","language":[{"iso":"eng"}],"date_updated":"2024-04-17T16:16:19Z","status":"public","year":"2022","title":"Szenario-Technik mit digitalen Technologien","author":[{"id":"45402","last_name":"Ködding","first_name":"Patrick","full_name":"Ködding, Patrick"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"type":"conference","department":[{"_id":"563"}],"date_created":"2023-10-06T12:36:26Z","publication":"Digitalisierung souverän gestalten II","citation":{"ieee":"P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien,” in <i>Digitalisierung souverän gestalten II</i>, 2022.","apa":"Ködding, P., &#38; Dumitrescu, R. (2022). Szenario-Technik mit digitalen Technologien. In E. A. Hartmann (Ed.), <i>Digitalisierung souverän gestalten II</i>.","chicago":"Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien.” In <i>Digitalisierung Souverän Gestalten II</i>, edited by Ernst A. Hartmann, 2022.","short":"P. Ködding, R. Dumitrescu, in: E.A. Hartmann (Ed.), Digitalisierung Souverän Gestalten II, 2022.","mla":"Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien.” <i>Digitalisierung Souverän Gestalten II</i>, edited by Ernst A. Hartmann, 2022.","bibtex":"@inproceedings{Ködding_Dumitrescu_2022, title={Szenario-Technik mit digitalen Technologien}, booktitle={Digitalisierung souverän gestalten II}, author={Ködding, Patrick and Dumitrescu, Roman}, editor={Hartmann, Ernst A.}, year={2022} }","ama":"Ködding P, Dumitrescu R. Szenario-Technik mit digitalen Technologien. In: Hartmann EA, ed. <i>Digitalisierung Souverän Gestalten II</i>. ; 2022."}},{"status":"public","volume":20,"user_id":"15249","_id":"53952","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","page":"16-21","citation":{"mla":"Massacci, Fabio, et al. “‘Free’ as in Freedom to Protest?” <i>IEEE Security &#38;amp; Privacy</i>, vol. 20, no. 5, Institute of Electrical and Electronics Engineers (IEEE), 2022, pp. 16–21, doi:<a href=\"https://doi.org/10.1109/msec.2022.3185845\">10.1109/msec.2022.3185845</a>.","bibtex":"@article{Massacci_Sabetta_Mirkovic_Murray_Okhravi_Mannan_Rocha_Bodden_Geer_2022, title={“Free” as in Freedom to Protest?}, volume={20}, DOI={<a href=\"https://doi.org/10.1109/msec.2022.3185845\">10.1109/msec.2022.3185845</a>}, number={5}, journal={IEEE Security &#38;amp; Privacy}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Massacci, Fabio and Sabetta, Antonino and Mirkovic, Jelena and Murray, Toby and Okhravi, Hamed and Mannan, Mohammad and Rocha, Anderson and Bodden, Eric and Geer, Daniel E.}, year={2022}, pages={16–21} }","ama":"Massacci F, Sabetta A, Mirkovic J, et al. “Free” as in Freedom to Protest? <i>IEEE Security &#38;amp; Privacy</i>. 2022;20(5):16-21. doi:<a href=\"https://doi.org/10.1109/msec.2022.3185845\">10.1109/msec.2022.3185845</a>","ieee":"F. Massacci <i>et al.</i>, “‘Free’ as in Freedom to Protest?,” <i>IEEE Security &#38;amp; Privacy</i>, vol. 20, no. 5, pp. 16–21, 2022, doi: <a href=\"https://doi.org/10.1109/msec.2022.3185845\">10.1109/msec.2022.3185845</a>.","apa":"Massacci, F., Sabetta, A., Mirkovic, J., Murray, T., Okhravi, H., Mannan, M., Rocha, A., Bodden, E., &#38; Geer, D. E. (2022). “Free” as in Freedom to Protest? <i>IEEE Security &#38;amp; Privacy</i>, <i>20</i>(5), 16–21. <a href=\"https://doi.org/10.1109/msec.2022.3185845\">https://doi.org/10.1109/msec.2022.3185845</a>","short":"F. Massacci, A. Sabetta, J. Mirkovic, T. Murray, H. Okhravi, M. Mannan, A. Rocha, E. Bodden, D.E. Geer, IEEE Security &#38;amp; Privacy 20 (2022) 16–21.","chicago":"Massacci, Fabio, Antonino Sabetta, Jelena Mirkovic, Toby Murray, Hamed Okhravi, Mohammad Mannan, Anderson Rocha, Eric Bodden, and Daniel E. Geer. “‘Free’ as in Freedom to Protest?” <i>IEEE Security &#38;amp; Privacy</i> 20, no. 5 (2022): 16–21. <a href=\"https://doi.org/10.1109/msec.2022.3185845\">https://doi.org/10.1109/msec.2022.3185845</a>."},"intvolume":"        20","date_updated":"2024-05-06T11:33:14Z","publication_status":"published","author":[{"full_name":"Massacci, Fabio","last_name":"Massacci","first_name":"Fabio"},{"full_name":"Sabetta, Antonino","last_name":"Sabetta","first_name":"Antonino"},{"last_name":"Mirkovic","first_name":"Jelena","full_name":"Mirkovic, Jelena"},{"full_name":"Murray, Toby","first_name":"Toby","last_name":"Murray"},{"full_name":"Okhravi, Hamed","last_name":"Okhravi","first_name":"Hamed"},{"first_name":"Mohammad","last_name":"Mannan","full_name":"Mannan, Mohammad"},{"full_name":"Rocha, Anderson","first_name":"Anderson","last_name":"Rocha"},{"full_name":"Bodden, Eric","last_name":"Bodden","orcid":"0000-0003-3470-3647","first_name":"Eric","id":"59256"},{"last_name":"Geer","first_name":"Daniel E.","full_name":"Geer, Daniel E."}],"publication_identifier":{"issn":["1540-7993","1558-4046"]},"year":"2022","title":"“Free” as in Freedom to Protest?","doi":"10.1109/msec.2022.3185845","language":[{"iso":"eng"}],"issue":"5","publication":"IEEE Security &amp; Privacy","department":[{"_id":"76"}],"type":"journal_article","date_created":"2024-05-06T11:32:59Z"},{"publication":"2022 IEEE Security and Privacy Workshops (SPW)","citation":{"bibtex":"@inproceedings{Siewert_Kretschmer_Niemietz_Somorovsky_2022, title={On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers}, DOI={<a href=\"https://doi.org/10.1109/spw54247.2022.9833880\">10.1109/spw54247.2022.9833880</a>}, booktitle={2022 IEEE Security and Privacy Workshops (SPW)}, publisher={IEEE}, author={Siewert, Hendrik and Kretschmer, Martin and Niemietz, Marcus and Somorovsky, Juraj}, year={2022} }","ama":"Siewert H, Kretschmer M, Niemietz M, Somorovsky J. On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers. In: <i>2022 IEEE Security and Privacy Workshops (SPW)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/spw54247.2022.9833880\">10.1109/spw54247.2022.9833880</a>","mla":"Siewert, Hendrik, et al. “On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers.” <i>2022 IEEE Security and Privacy Workshops (SPW)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/spw54247.2022.9833880\">10.1109/spw54247.2022.9833880</a>.","short":"H. Siewert, M. Kretschmer, M. Niemietz, J. Somorovsky, in: 2022 IEEE Security and Privacy Workshops (SPW), IEEE, 2022.","chicago":"Siewert, Hendrik, Martin Kretschmer, Marcus Niemietz, and Juraj Somorovsky. “On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers.” In <i>2022 IEEE Security and Privacy Workshops (SPW)</i>. IEEE, 2022. <a href=\"https://doi.org/10.1109/spw54247.2022.9833880\">https://doi.org/10.1109/spw54247.2022.9833880</a>.","ieee":"H. Siewert, M. Kretschmer, M. Niemietz, and J. Somorovsky, “On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers,” 2022, doi: <a href=\"https://doi.org/10.1109/spw54247.2022.9833880\">10.1109/spw54247.2022.9833880</a>.","apa":"Siewert, H., Kretschmer, M., Niemietz, M., &#38; Somorovsky, J. (2022). On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers. <i>2022 IEEE Security and Privacy Workshops (SPW)</i>. <a href=\"https://doi.org/10.1109/spw54247.2022.9833880\">https://doi.org/10.1109/spw54247.2022.9833880</a>"},"abstract":[{"text":"Web browsers are among the most important but also complex software solutions to access the web. It is therefore not surprising that web browsers are an attractive target for attackers. Especially in the last decade, security researchers and browser vendors have developed sandboxing mechanisms like security-relevant HTTP headers to tackle the problem of getting a more secure browser. Although the security community is aware of the importance of security-relevant HTTP headers, legacy applications and individual requests from different parties have led to possible insecure configurations of these headers. Even if specific security headers are configured correctly, conflicts in their functionalities may lead to unforeseen browser behaviors and vulnerabilities. Recently, the first work which analyzed duplicated headers and conflicts in headers was published by Calzavara et al. at USENIX Security [1]. The authors focused on inconsistent protections by using both, the HTTP header X-Frame-Options and the framing protection of the Content-Security-Policy. We extend their work by analyzing browser behaviors when parsing duplicated headers, conflicting directives, and values that do not conform to the defined ABNF metalanguage specification. We created an open-source testbed running over 19,800 test cases, at which nearly 300 test cases are executed in the set of 66 different browsers. Our work shows that browsers conform to the specification and behave securely. However, all tested browsers behave differently when it comes, for example, to parsing the Strict-Transport-Security header. Moreover, Chrome, Safari, and Firefox behave differently if the header contains a character, which is not allowed by the defined ABNF. This results in the protection mechanism being fully enforced, partially enforced, or not enforced and thus completely bypassable.","lang":"eng"}],"date_created":"2024-05-23T10:49:19Z","type":"conference","department":[{"_id":"632"}],"year":"2022","status":"public","title":"On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers","author":[{"full_name":"Siewert, Hendrik","first_name":"Hendrik","last_name":"Siewert"},{"full_name":"Kretschmer, Martin","last_name":"Kretschmer","first_name":"Martin"},{"full_name":"Niemietz, Marcus","last_name":"Niemietz","first_name":"Marcus"},{"id":"83504","first_name":"Juraj","orcid":"0000-0002-3593-7720","last_name":"Somorovsky","full_name":"Somorovsky, Juraj"}],"publication_status":"published","date_updated":"2024-05-23T11:01:43Z","_id":"54435","publisher":"IEEE","language":[{"iso":"eng"}],"user_id":"74619","doi":"10.1109/spw54247.2022.9833880"},{"language":[{"iso":"eng"}],"_id":"29290","publisher":"ACM","page":"818-828","main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2111.04879"}],"user_id":"11871","doi":"10.1145/3485447.3511925","author":[{"first_name":"Stefan","last_name":"Heindorf","orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","id":"11871"},{"full_name":"Blübaum, Lukas","last_name":"Blübaum","first_name":"Lukas"},{"first_name":"Nick","last_name":"Düsterhus","full_name":"Düsterhus, Nick"},{"full_name":"Werner, Till","last_name":"Werner","first_name":"Till"},{"full_name":"Golani, Varun Nandkumar","first_name":"Varun Nandkumar","last_name":"Golani"},{"id":"43817","full_name":"Demir, Caglar","last_name":"Demir","first_name":"Caglar"},{"id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"year":"2022","status":"public","title":"EvoLearner: Learning Description Logics with Evolutionary Algorithms","date_updated":"2024-05-26T19:13:09Z","date_created":"2022-01-12T10:22:53Z","department":[{"_id":"574"}],"oa":"1","type":"conference","citation":{"bibtex":"@inproceedings{Heindorf_Blübaum_Düsterhus_Werner_Golani_Demir_Ngonga Ngomo_2022, title={EvoLearner: Learning Description Logics with Evolutionary Algorithms}, DOI={<a href=\"https://doi.org/10.1145/3485447.3511925\">10.1145/3485447.3511925</a>}, booktitle={WWW}, publisher={ACM}, author={Heindorf, Stefan and Blübaum, Lukas and Düsterhus, Nick and Werner, Till and Golani, Varun Nandkumar and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2022}, pages={818–828} }","ama":"Heindorf S, Blübaum L, Düsterhus N, et al. EvoLearner: Learning Description Logics with Evolutionary Algorithms. In: <i>WWW</i>. ACM; 2022:818-828. doi:<a href=\"https://doi.org/10.1145/3485447.3511925\">10.1145/3485447.3511925</a>","mla":"Heindorf, Stefan, et al. “EvoLearner: Learning Description Logics with Evolutionary Algorithms.” <i>WWW</i>, ACM, 2022, pp. 818–28, doi:<a href=\"https://doi.org/10.1145/3485447.3511925\">10.1145/3485447.3511925</a>.","short":"S. Heindorf, L. Blübaum, N. Düsterhus, T. Werner, V.N. Golani, C. Demir, A.-C. Ngonga Ngomo, in: WWW, ACM, 2022, pp. 818–828.","chicago":"Heindorf, Stefan, Lukas Blübaum, Nick Düsterhus, Till Werner, Varun Nandkumar Golani, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “EvoLearner: Learning Description Logics with Evolutionary Algorithms.” In <i>WWW</i>, 818–28. ACM, 2022. <a href=\"https://doi.org/10.1145/3485447.3511925\">https://doi.org/10.1145/3485447.3511925</a>.","ieee":"S. Heindorf <i>et al.</i>, “EvoLearner: Learning Description Logics with Evolutionary Algorithms,” in <i>WWW</i>, 2022, pp. 818–828, doi: <a href=\"https://doi.org/10.1145/3485447.3511925\">10.1145/3485447.3511925</a>.","apa":"Heindorf, S., Blübaum, L., Düsterhus, N., Werner, T., Golani, V. N., Demir, C., &#38; Ngonga Ngomo, A.-C. (2022). EvoLearner: Learning Description Logics with Evolutionary Algorithms. <i>WWW</i>, 818–828. <a href=\"https://doi.org/10.1145/3485447.3511925\">https://doi.org/10.1145/3485447.3511925</a>"},"publication":"WWW","abstract":[{"lang":"eng","text":"Classifying nodes in knowledge graphs is an important task, e.g., predicting\r\nmissing types of entities, predicting which molecules cause cancer, or\r\npredicting which drugs are promising treatment candidates. While black-box\r\nmodels often achieve high predictive performance, they are only post-hoc and\r\nlocally explainable and do not allow the learned model to be easily enriched\r\nwith domain knowledge. Towards this end, learning description logic concepts\r\nfrom positive and negative examples has been proposed. However, learning such\r\nconcepts often takes a long time and state-of-the-art approaches provide\r\nlimited support for literal data values, although they are crucial for many\r\napplications. In this paper, we propose EvoLearner - an evolutionary approach\r\nto learn ALCQ(D), which is the attributive language with complement (ALC)\r\npaired with qualified cardinality restrictions (Q) and data properties (D). We\r\ncontribute a novel initialization method for the initial population: starting\r\nfrom positive examples (nodes in the knowledge graph), we perform biased random\r\nwalks and translate them to description logic concepts. Moreover, we improve\r\nsupport for data properties by maximizing information gain when deciding where\r\nto split the data. We show that our approach significantly outperforms the\r\nstate of the art on the benchmarking framework SML-Bench for structured machine\r\nlearning. Our ablation study confirms that this is due to our novel\r\ninitialization method and support for data properties."}]},{"publication":"Scientific Data","citation":{"mla":"Pestryakova, Svetlana, et al. “CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications.” <i>Scientific Data</i>, 2022, doi:<a href=\"https://doi.org/10.1038/s41597-022-01298-2\">10.1038/s41597-022-01298-2</a>.","ama":"Pestryakova S, Vollmers D, Sherif M, et al. CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications. <i>Scientific Data</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1038/s41597-022-01298-2\">10.1038/s41597-022-01298-2</a>","bibtex":"@article{Pestryakova_Vollmers_Sherif_Heindorf_Saleem_Moussallem_Ngonga Ngomo_2022, title={CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications}, DOI={<a href=\"https://doi.org/10.1038/s41597-022-01298-2\">10.1038/s41597-022-01298-2</a>}, journal={Scientific Data}, author={Pestryakova, Svetlana  and Vollmers, Daniel and Sherif, Mohamed and Heindorf, Stefan and Saleem, Muhammad  and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2022} }","apa":"Pestryakova, S., Vollmers, D., Sherif, M., Heindorf, S., Saleem, M., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2022). CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications. <i>Scientific Data</i>. <a href=\"https://doi.org/10.1038/s41597-022-01298-2\">https://doi.org/10.1038/s41597-022-01298-2</a>","ieee":"S. Pestryakova <i>et al.</i>, “CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications,” <i>Scientific Data</i>, 2022, doi: <a href=\"https://doi.org/10.1038/s41597-022-01298-2\">10.1038/s41597-022-01298-2</a>.","chicago":"Pestryakova, Svetlana , Daniel Vollmers, Mohamed Sherif, Stefan Heindorf, Muhammad  Saleem, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications.” <i>Scientific Data</i>, 2022. <a href=\"https://doi.org/10.1038/s41597-022-01298-2\">https://doi.org/10.1038/s41597-022-01298-2</a>.","short":"S. Pestryakova, D. Vollmers, M. Sherif, S. Heindorf, M. Saleem, D. Moussallem, A.-C. Ngonga Ngomo, Scientific Data (2022)."},"type":"journal_article","oa":"1","department":[{"_id":"574"}],"date_created":"2022-02-15T16:59:29Z","date_updated":"2024-05-26T19:14:21Z","status":"public","year":"2022","title":"CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications","author":[{"full_name":"Pestryakova, Svetlana ","first_name":"Svetlana ","last_name":"Pestryakova"},{"last_name":"Vollmers","first_name":"Daniel","full_name":"Vollmers, Daniel"},{"orcid":"https://orcid.org/0000-0002-9927-2203","last_name":"Sherif","first_name":"Mohamed","full_name":"Sherif, Mohamed","id":"67234"},{"orcid":"0000-0002-4525-6865","last_name":"Heindorf","first_name":"Stefan","full_name":"Heindorf, Stefan","id":"11871"},{"full_name":"Saleem, Muhammad ","last_name":"Saleem","first_name":"Muhammad "},{"first_name":"Diego","last_name":"Moussallem","full_name":"Moussallem, Diego","id":"71635"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","id":"65716"}],"doi":"10.1038/s41597-022-01298-2","user_id":"11871","main_file_link":[{"url":"https://papers.dice-research.org/2022/NSDJ_CovidPubGraph/public.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"_id":"29851"}]