[{"year":"2020","citation":{"mla":"Bossek, Jakob, et al. “Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection.” Proceedings of the IEEE Congress on Evolutionary Computation (CEC), IEEE, 2020, pp. 1–8.","bibtex":"@inproceedings{Bossek_Kerschke_Trautmann_2020, place={Glasgow, UK}, title={Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection}, booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)}, publisher={IEEE}, author={Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={1–8} }","ama":"Bossek J, Kerschke P, Trautmann H. Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC). IEEE; 2020:1–8.","apa":"Bossek, J., Kerschke, P., & Trautmann, H. (2020). Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection. Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 1–8.","chicago":"Bossek, Jakob, Pascal Kerschke, and Heike Trautmann. “Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection.” In Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 1–8. Glasgow, UK: IEEE, 2020.","ieee":"J. Bossek, P. Kerschke, and H. Trautmann, “Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection,” in Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2020, pp. 1–8.","short":"J. Bossek, P. Kerschke, H. Trautmann, in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC), IEEE, Glasgow, UK, 2020, pp. 1–8."},"type":"conference","page":"1–8","language":[{"iso":"eng"}],"_id":"46324","date_updated":"2023-10-16T13:02:47Z","author":[{"full_name":"Bossek, Jakob","first_name":"Jakob","last_name":"Bossek"},{"last_name":"Kerschke","first_name":"Pascal","full_name":"Kerschke, Pascal"},{"first_name":"Heike","full_name":"Trautmann, Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann","id":"100740"}],"publisher":"IEEE","publication":"Proceedings of the IEEE Congress on Evolutionary Computation (CEC)","department":[{"_id":"34"},{"_id":"819"}],"status":"public","date_created":"2023-08-04T07:34:40Z","place":"Glasgow, UK","abstract":[{"text":"The Traveling-Salesperson-Problem (TSP) is arguably one of the best-known NP-hard combinatorial optimization problems. The two sophisticated heuristic solvers LKH and EAX and respective (restart) variants manage to calculate close-to optimal or even optimal solutions, also for large instances with several thousand nodes in reasonable time. In this work we extend existing benchmarking studies by addressing anytime behaviour of inexact TSP solvers based on empirical runtime distributions leading to an increased understanding of solver behaviour and the respective relation to problem hardness. It turns out that performance ranking of solvers is highly dependent on the focused approximation quality. Insights on intersection points of performances offer huge potential for the construction of hybridized solvers depending on instance features. Moreover, instance features tailored to anytime performance and corresponding performance indicators will highly improve automated algorithm selection models by including comprehensive information on solver quality.","lang":"eng"}],"title":"Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection","user_id":"15504"},{"title":"Towards Decision Support in Dynamic Bi-Objective Vehicle Routing","user_id":"15504","place":"Glasgow, UK","abstract":[{"text":"We consider a dynamic bi-objective vehicle routing problem, where a subset of customers ask for service over time. Therein, the distance traveled by a single vehicle and the number of unserved dynamic requests is minimized by a dynamic evolutionary multi-objective algorithm (DEMOA), which operates on discrete time windows (eras). A decision is made at each era by a decision-maker, thus any decision depends on irreversible decisions made in foregoing eras. To understand effects of sequences of decision-making and interactions/dependencies between decisions made, we conduct a series of experiments. More precisely, we fix a set of decision-maker preferences D and the number of eras n t and analyze all |D| nt combinations of decision-maker options. We find that for random uniform instances (a) the final selected solutions mainly depend on the final decision and not on the decision history, (b) solutions are quite robust with respect to the number of unvisited dynamic customers, and (c) solutions of the dynamic approach can even dominate solutions obtained by a clairvoyant EMOA. In contrast, for instances with clustered customers, we observe a strong dependency on decision-making history as well as more variance in solution diversity.","lang":"eng"}],"status":"public","date_created":"2023-08-04T07:32:36Z","author":[{"last_name":"Bossek","first_name":"Jakob","full_name":"Bossek, Jakob"},{"first_name":"Christian","full_name":"Grimme, Christian","last_name":"Grimme"},{"first_name":"Günter","full_name":"Rudolph, Günter","last_name":"Rudolph"},{"first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","last_name":"Trautmann","id":"100740"}],"publication":"Proceedings of the IEEE Congress on Evolutionary Computation (CEC)","department":[{"_id":"34"},{"_id":"819"}],"doi":"10.1109/CEC48606.2020.9185778","date_updated":"2023-10-16T12:59:50Z","_id":"46322","citation":{"ieee":"J. Bossek, C. Grimme, G. Rudolph, and H. Trautmann, “Towards Decision Support in Dynamic Bi-Objective Vehicle Routing,” in Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2020, pp. 1–8, doi: 10.1109/CEC48606.2020.9185778.","short":"J. Bossek, C. Grimme, G. Rudolph, H. Trautmann, in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Glasgow, UK, 2020, pp. 1–8.","bibtex":"@inproceedings{Bossek_Grimme_Rudolph_Trautmann_2020, place={Glasgow, UK}, title={Towards Decision Support in Dynamic Bi-Objective Vehicle Routing}, DOI={10.1109/CEC48606.2020.9185778}, booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)}, author={Bossek, Jakob and Grimme, Christian and Rudolph, Günter and Trautmann, Heike}, year={2020}, pages={1–8} }","mla":"Bossek, Jakob, et al. “Towards Decision Support in Dynamic Bi-Objective Vehicle Routing.” Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2020, pp. 1–8, doi:10.1109/CEC48606.2020.9185778.","ama":"Bossek J, Grimme C, Rudolph G, Trautmann H. Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC). ; 2020:1–8. doi:10.1109/CEC48606.2020.9185778","apa":"Bossek, J., Grimme, C., Rudolph, G., & Trautmann, H. (2020). Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 1–8. https://doi.org/10.1109/CEC48606.2020.9185778","chicago":"Bossek, Jakob, Christian Grimme, Günter Rudolph, and Heike Trautmann. “Towards Decision Support in Dynamic Bi-Objective Vehicle Routing.” In Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 1–8. Glasgow, UK, 2020. https://doi.org/10.1109/CEC48606.2020.9185778."},"type":"conference","year":"2020","page":"1–8","language":[{"iso":"eng"}]},{"abstract":[{"lang":"eng","text":"In practice, e.g. in delivery and service scenarios, Vehicle-Routing-Problems (VRPs) often imply repeated decision making on dynamic customer requests. As in classical VRPs, tours have to be planned short while the number of serviced customers has to be maximized at the same time resulting in a multi-objective problem. Beyond that, however, dynamic requests lead to the need for re-planning of not yet realized tour parts, while already realized tour parts are irreversible. In this paper we study this type of bi-objective dynamic VRP including sequential decision making and concurrent realization of decisions. We adopt a recently proposed Dynamic Evolutionary Multi-Objective Algorithm (DEMOA) for a related VRP problem and extend it to the more realistic (here considered) scenario of multiple vehicles. We empirically show that our DEMOA is competitive with a multi-vehicle offline and clairvoyant variant of the proposed DEMOA as well as with the dynamic single-vehicle approach proposed earlier."}],"place":"Cancun, Mexico","user_id":"15504","title":"Dynamic Bi-Objective Routing of Multiple Vehicles","publication":"Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20)","department":[{"_id":"34"},{"_id":"819"}],"publisher":"ACM","author":[{"full_name":"Bossek, Jakob","first_name":"Jakob","last_name":"Bossek"},{"last_name":"Grimme","first_name":"Christian","full_name":"Grimme, Christian"},{"first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","last_name":"Trautmann","id":"100740"}],"date_created":"2023-08-04T07:33:30Z","status":"public","_id":"46323","date_updated":"2023-10-16T13:00:37Z","language":[{"iso":"eng"}],"page":"166–174","type":"conference","citation":{"short":"J. Bossek, C. Grimme, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20), ACM, Cancun, Mexico, 2020, pp. 166–174.","ieee":"J. Bossek, C. Grimme, and H. Trautmann, “Dynamic Bi-Objective Routing of Multiple Vehicles,” in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20), 2020, pp. 166–174.","ama":"Bossek J, Grimme C, Trautmann H. Dynamic Bi-Objective Routing of Multiple Vehicles. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20). ACM; 2020:166–174.","apa":"Bossek, J., Grimme, C., & Trautmann, H. (2020). Dynamic Bi-Objective Routing of Multiple Vehicles. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20), 166–174.","chicago":"Bossek, Jakob, Christian Grimme, and Heike Trautmann. “Dynamic Bi-Objective Routing of Multiple Vehicles.” In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20), 166–174. Cancun, Mexico: ACM, 2020.","mla":"Bossek, Jakob, et al. “Dynamic Bi-Objective Routing of Multiple Vehicles.” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20), ACM, 2020, pp. 166–174.","bibtex":"@inproceedings{Bossek_Grimme_Trautmann_2020, place={Cancun, Mexico}, title={Dynamic Bi-Objective Routing of Multiple Vehicles}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20)}, publisher={ACM}, author={Bossek, Jakob and Grimme, Christian and Trautmann, Heike}, year={2020}, pages={166–174} }"},"year":"2020"},{"editor":[{"last_name":"Grimme","full_name":"Grimme, Christian","first_name":"Christian"},{"first_name":"Mike","full_name":"Preuß, Mike","last_name":"Preuß"},{"first_name":"Frank","full_name":"Takes, Frank","last_name":"Takes"},{"last_name":"Waldherr","first_name":"Annie","full_name":"Waldherr, Annie"}],"date_created":"2023-08-04T07:36:43Z","status":"public","publication":"Disinformation in open online media","department":[{"_id":"34"},{"_id":"819"}],"author":[{"last_name":"Lena","first_name":"Clever","full_name":"Lena, Clever"},{"last_name":"Frischlich","full_name":"Frischlich, Lena","first_name":"Lena"},{"first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","last_name":"Trautmann","id":"100740"},{"last_name":"Grimme","full_name":"Grimme, Christian","first_name":"Christian"}],"title":"Automated detection of nostalgic text in the context of societal pessimism","user_id":"15504","abstract":[{"text":"In online media environments, nostalgia can be used as important ingredient of propaganda strategies, specifically, by creating societal pessimism. This work addresses the automated detection of nostalgic text as a first step towards automatically identifying nostalgia-based manipulation strategies. We compare the performance of standard machine learning approaches on this challenge and demonstrate the successful transfer of the best performing approach to real-world nostalgia detection in a case study.","lang":"eng"}],"place":"Hamburg, Deutschland","page":"48–58","type":"conference","citation":{"short":"C. Lena, L. Frischlich, H. Trautmann, C. Grimme, in: C. Grimme, M. Preuß, F. Takes, A. Waldherr (Eds.), Disinformation in Open Online Media, Hamburg, Deutschland, 2020, pp. 48–58.","ieee":"C. Lena, L. Frischlich, H. Trautmann, and C. Grimme, “Automated detection of nostalgic text in the context of societal pessimism,” in Disinformation in open online media, 2020, pp. 48–58.","chicago":"Lena, Clever, Lena Frischlich, Heike Trautmann, and Christian Grimme. “Automated Detection of Nostalgic Text in the Context of Societal Pessimism.” In Disinformation in Open Online Media, edited by Christian Grimme, Mike Preuß, Frank Takes, and Annie Waldherr, 48–58. Hamburg, Deutschland, 2020.","apa":"Lena, C., Frischlich, L., Trautmann, H., & Grimme, C. (2020). Automated detection of nostalgic text in the context of societal pessimism. In C. Grimme, M. Preuß, F. Takes, & A. Waldherr (Eds.), Disinformation in open online media (pp. 48–58).","ama":"Lena C, Frischlich L, Trautmann H, Grimme C. Automated detection of nostalgic text in the context of societal pessimism. In: Grimme C, Preuß M, Takes F, Waldherr A, eds. Disinformation in Open Online Media. ; 2020:48–58.","mla":"Lena, Clever, et al. “Automated Detection of Nostalgic Text in the Context of Societal Pessimism.” Disinformation in Open Online Media, edited by Christian Grimme et al., 2020, pp. 48–58.","bibtex":"@inproceedings{Lena_Frischlich_Trautmann_Grimme_2020, place={Hamburg, Deutschland}, title={Automated detection of nostalgic text in the context of societal pessimism}, booktitle={Disinformation in open online media}, author={Lena, Clever and Frischlich, Lena and Trautmann, Heike and Grimme, Christian}, editor={Grimme, Christian and Preuß, Mike and Takes, Frank and Waldherr, Annie}, year={2020}, pages={48–58} }"},"year":"2020","language":[{"iso":"eng"}],"date_updated":"2023-10-16T13:03:56Z","_id":"46327"},{"title":"Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem","user_id":"15504","abstract":[{"text":"In this work we focus on the well-known Euclidean Traveling Salesperson Problem (TSP) and two highly competitive inexact heuristic TSP solvers, EAX and LKH, in the context of per-instance algorithm selection (AS). We evolve instances with 1000 nodes where the solvers show strongly different performance profiles. These instances serve as a basis for an exploratory study on the identification of well-discriminating problem characteristics (features). Our results in a nutshell: we show that even though (1) promising features exist, (2) these are in line with previous results from the literature, and (3) models trained with these features are more accurate than models adopting sophisticated feature selection methods, the advantage is not close to the virtual best solver in terms of penalized average runtime and so is the performance gain over the single best solver. However, we show that a feature-free deep neural network based approach solely based on visual representation of the instances already matches classical AS model results and thus shows huge potential for future studies.","lang":"eng"}],"place":"Leiden, The Netherlands","editor":[{"last_name":"Bäck","first_name":"Thomas","full_name":"Bäck, Thomas"},{"last_name":"Preuss","full_name":"Preuss, Mike","first_name":"Mike"},{"first_name":"André","full_name":"Deutz, André","last_name":"Deutz"},{"last_name":"Wang","first_name":"Hao","full_name":"Wang, Hao"},{"first_name":"Carola","full_name":"Doerr, Carola","last_name":"Doerr"},{"last_name":"Emmerich","full_name":"Emmerich, Michael","first_name":"Michael"},{"last_name":"Trautmann","full_name":"Trautmann, Heike","first_name":"Heike"}],"date_created":"2023-08-04T07:39:05Z","status":"public","department":[{"_id":"34"},{"_id":"819"}],"publication":"Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)","author":[{"first_name":"Moritz V","full_name":"Seiler, Moritz V","last_name":"Seiler"},{"first_name":"Janina","full_name":"Pohl, Janina","last_name":"Pohl"},{"last_name":"Bossek","first_name":"Jakob","full_name":"Bossek, Jakob"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"id":"100740","last_name":"Trautmann","full_name":"Trautmann, Heike","orcid":"0000-0002-9788-8282","first_name":"Heike"}],"doi":"10.1007/978-3-030-58112-1_4","date_updated":"2023-10-16T13:04:59Z","_id":"46330","page":"48–64","type":"conference","year":"2020","citation":{"mla":"Seiler, Moritz V., et al. “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.” Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI), edited by Thomas Bäck et al., 2020, pp. 48–64, doi:10.1007/978-3-030-58112-1_4.","bibtex":"@inproceedings{Seiler_Pohl_Bossek_Kerschke_Trautmann_2020, place={Leiden, The Netherlands}, title={Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem}, DOI={10.1007/978-3-030-58112-1_4}, booktitle={Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)}, author={Seiler, Moritz V and Pohl, Janina and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, editor={Bäck, Thomas and Preuss, Mike and Deutz, André and Wang, Hao and Doerr, Carola and Emmerich, Michael and Trautmann, Heike}, year={2020}, pages={48–64} }","apa":"Seiler, M. V., Pohl, J., Bossek, J., Kerschke, P., & Trautmann, H. (2020). Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. In T. Bäck, M. Preuss, A. Deutz, H. Wang, C. Doerr, M. Emmerich, & H. Trautmann (Eds.), Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI) (pp. 48–64). https://doi.org/10.1007/978-3-030-58112-1_4","ama":"Seiler MV, Pohl J, Bossek J, Kerschke P, Trautmann H. Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. In: Bäck T, Preuss M, Deutz A, et al., eds. Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI). ; 2020:48–64. doi:10.1007/978-3-030-58112-1_4","chicago":"Seiler, Moritz V, Janina Pohl, Jakob Bossek, Pascal Kerschke, and Heike Trautmann. “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.” In Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI), edited by Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, and Heike Trautmann, 48–64. Leiden, The Netherlands, 2020. https://doi.org/10.1007/978-3-030-58112-1_4.","ieee":"M. V. Seiler, J. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem,” in Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI), 2020, pp. 48–64, doi: 10.1007/978-3-030-58112-1_4.","short":"M.V. Seiler, J. Pohl, J. Bossek, P. Kerschke, H. Trautmann, in: T. Bäck, M. Preuss, A. Deutz, H. Wang, C. Doerr, M. Emmerich, H. Trautmann (Eds.), Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI), Leiden, The Netherlands, 2020, pp. 48–64."},"language":[{"iso":"eng"}]},{"user_id":"15504","title":"Building an Integrated Comment Moderation System – Towards a Semi-automatic Moderation Tool","place":"Cham","abstract":[{"text":"The past decade has been characterized by a strong increase in the use of social media and a continuous growth of public online discussion. With the failure of purely manual moderation, platform operators started searching for semi-automated solutions, where the application of Natural Language Processing (NLP) and Machine Learning (ML) techniques is promising. However, this requires huge financial investments for algorithmic implementations, data collection, and model training, which only big players can afford. To support smaller or medium-sized media enterprises (SME), we developed an integrated comment moderation system as an IT platform. This platform acts as a service provider and offers Analytics as a Service (AaaS) to SMEs. Operating such a platform, however, requires a robust technology stack, integrated workflows and well-defined interfaces between all parties. In this paper, we develop and discuss a suitable IT architecture and present a prototypical implementation.","lang":"eng"}],"status":"public","date_created":"2023-08-04T07:38:42Z","editor":[{"first_name":"Gabriele","full_name":"Meiselwitz, Gabriele","last_name":"Meiselwitz"}],"publication_identifier":{"isbn":["978-3-030-49576-3"]},"publisher":"Springer International Publishing","author":[{"first_name":"Dennis M.","full_name":"Riehle, Dennis M.","last_name":"Riehle"},{"last_name":"Niemann","full_name":"Niemann, Marco","first_name":"Marco"},{"full_name":"Brunk, Jens","first_name":"Jens","last_name":"Brunk"},{"full_name":"Assenmacher, Dennis","first_name":"Dennis","last_name":"Assenmacher"},{"orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","first_name":"Heike","id":"100740","last_name":"Trautmann"},{"last_name":"Becker","first_name":"Jörg","full_name":"Becker, Jörg"}],"publication":"Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing","department":[{"_id":"34"},{"_id":"819"}],"_id":"46329","date_updated":"2023-10-16T13:04:36Z","language":[{"iso":"eng"}],"year":"2020","type":"conference","citation":{"chicago":"Riehle, Dennis M., Marco Niemann, Jens Brunk, Dennis Assenmacher, Heike Trautmann, and Jörg Becker. “Building an Integrated Comment Moderation System – Towards a Semi-Automatic Moderation Tool.” In Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing, edited by Gabriele Meiselwitz, 71–86. Cham: Springer International Publishing, 2020.","ama":"Riehle DM, Niemann M, Brunk J, Assenmacher D, Trautmann H, Becker J. Building an Integrated Comment Moderation System – Towards a Semi-automatic Moderation Tool. In: Meiselwitz G, ed. Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing. Springer International Publishing; 2020:71–86.","apa":"Riehle, D. M., Niemann, M., Brunk, J., Assenmacher, D., Trautmann, H., & Becker, J. (2020). Building an Integrated Comment Moderation System – Towards a Semi-automatic Moderation Tool. In G. Meiselwitz (Ed.), Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing (pp. 71–86). Springer International Publishing.","mla":"Riehle, Dennis M., et al. “Building an Integrated Comment Moderation System – Towards a Semi-Automatic Moderation Tool.” Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing, edited by Gabriele Meiselwitz, Springer International Publishing, 2020, pp. 71–86.","bibtex":"@inproceedings{Riehle_Niemann_Brunk_Assenmacher_Trautmann_Becker_2020, place={Cham}, title={Building an Integrated Comment Moderation System – Towards a Semi-automatic Moderation Tool}, booktitle={Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing}, publisher={Springer International Publishing}, author={Riehle, Dennis M. and Niemann, Marco and Brunk, Jens and Assenmacher, Dennis and Trautmann, Heike and Becker, Jörg}, editor={Meiselwitz, Gabriele}, year={2020}, pages={71–86} }","short":"D.M. Riehle, M. Niemann, J. Brunk, D. Assenmacher, H. Trautmann, J. Becker, in: G. Meiselwitz (Ed.), Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing, Springer International Publishing, Cham, 2020, pp. 71–86.","ieee":"D. M. Riehle, M. Niemann, J. Brunk, D. Assenmacher, H. Trautmann, and J. Becker, “Building an Integrated Comment Moderation System – Towards a Semi-automatic Moderation Tool,” in Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing, 2020, pp. 71–86."},"page":"71–86"},{"abstract":[{"lang":"eng","text":" Recently, social bots, (semi-) automatized accounts in social media, gained global attention in the context of public opinion manipulation. Dystopian scenarios like the malicious amplification of topics, the spreading of disinformation, and the manipulation of elections through “opinion machines” created headlines around the globe. As a consequence, much research effort has been put into the classification and detection of social bots. Yet, it is still unclear how easy an average online media user can purchase social bots, which platforms they target, where they originate from, and how sophisticated these bots are. This work provides a much needed new perspective on these questions. By providing insights into the markets of social bots in the clearnet and darknet as well as an exhaustive analysis of freely available software tools for automation during the last decade, we shed light on the availability and capabilities of automated profiles in social media platforms. Our results confirm the increasing importance of social bot technology but also uncover an as yet unknown discrepancy of theoretical and practically achieved artificial intelligence in social bots: while literature reports on a high degree of intelligence for chat bots and assumes the same for social bots, the observed degree of intelligence in social bot implementations is limited. In fact, the overwhelming majority of available services and software are of supportive nature and merely provide modules of automation instead of fully fledged “intelligent” social bots. "}],"user_id":"15504","title":"Demystifying Social Bots: On the Intelligence of Automated Social Media Actors","department":[{"_id":"34"},{"_id":"819"}],"publication":"Social Media + Society","author":[{"last_name":"Assenmacher","first_name":"Dennis","full_name":"Assenmacher, Dennis"},{"full_name":"Clever, Lena","first_name":"Lena","last_name":"Clever"},{"full_name":"Frischlich, Lena","first_name":"Lena","last_name":"Frischlich"},{"first_name":"Thorsten","full_name":"Quandt, Thorsten","last_name":"Quandt"},{"id":"100740","last_name":"Trautmann","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","first_name":"Heike"},{"first_name":"Christian","full_name":"Grimme, Christian","last_name":"Grimme"}],"date_created":"2023-08-04T07:41:37Z","status":"public","volume":6,"date_updated":"2023-10-16T13:06:34Z","_id":"46333","intvolume":" 6","issue":"3","doi":"10.1177/2056305120939264","language":[{"iso":"eng"}],"page":"2056305120939264","year":"2020","type":"journal_article","citation":{"ama":"Assenmacher D, Clever L, Frischlich L, Quandt T, Trautmann H, Grimme C. Demystifying Social Bots: On the Intelligence of Automated Social Media Actors. Social Media + Society. 2020;6(3):2056305120939264. doi:10.1177/2056305120939264","apa":"Assenmacher, D., Clever, L., Frischlich, L., Quandt, T., Trautmann, H., & Grimme, C. (2020). Demystifying Social Bots: On the Intelligence of Automated Social Media Actors. Social Media + Society, 6(3), 2056305120939264. https://doi.org/10.1177/2056305120939264","chicago":"Assenmacher, Dennis, Lena Clever, Lena Frischlich, Thorsten Quandt, Heike Trautmann, and Christian Grimme. “Demystifying Social Bots: On the Intelligence of Automated Social Media Actors.” Social Media + Society 6, no. 3 (2020): 2056305120939264. https://doi.org/10.1177/2056305120939264.","mla":"Assenmacher, Dennis, et al. “Demystifying Social Bots: On the Intelligence of Automated Social Media Actors.” Social Media + Society, vol. 6, no. 3, 2020, p. 2056305120939264, doi:10.1177/2056305120939264.","bibtex":"@article{Assenmacher_Clever_Frischlich_Quandt_Trautmann_Grimme_2020, title={Demystifying Social Bots: On the Intelligence of Automated Social Media Actors}, volume={6}, DOI={10.1177/2056305120939264}, number={3}, journal={Social Media + Society}, author={Assenmacher, Dennis and Clever, Lena and Frischlich, Lena and Quandt, Thorsten and Trautmann, Heike and Grimme, Christian}, year={2020}, pages={2056305120939264} }","short":"D. Assenmacher, L. Clever, L. Frischlich, T. Quandt, H. Trautmann, C. Grimme, Social Media + Society 6 (2020) 2056305120939264.","ieee":"D. Assenmacher, L. Clever, L. Frischlich, T. Quandt, H. Trautmann, and C. Grimme, “Demystifying Social Bots: On the Intelligence of Automated Social Media Actors,” Social Media + Society, vol. 6, no. 3, p. 2056305120939264, 2020, doi: 10.1177/2056305120939264."}},{"publication_identifier":{"issn":["1568-4946"]},"volume":88,"date_created":"2023-08-04T07:42:26Z","status":"public","keyword":["Algorithm selection","Multi-objective optimization","Performance measurement","Combinatorial optimization","Traveling Salesperson Problem"],"department":[{"_id":"34"},{"_id":"819"}],"publication":"Applied Soft Computing","author":[{"full_name":"Bossek, Jakob","first_name":"Jakob","last_name":"Bossek"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"first_name":"Heike","full_name":"Trautmann, Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann","id":"100740"}],"title":"A multi-objective perspective on performance assessment and automated selection of single-objective optimization algorithms","user_id":"15504","abstract":[{"lang":"eng","text":"We build upon a recently proposed multi-objective view onto performance measurement of single-objective stochastic solvers. The trade-off between the fraction of failed runs and the mean runtime of successful runs – both to be minimized – is directly analyzed based on a study on algorithm selection of inexact state-of-the-art solvers for the famous Traveling Salesperson Problem (TSP). Moreover, we adopt the hypervolume indicator (HV) commonly used in multi-objective optimization for simultaneously assessing both conflicting objectives and investigate relations to commonly used performance indicators, both theoretically and empirically. Next to Penalized Average Runtime (PAR) and Penalized Quantile Runtime (PQR), the HV measure is used as a core concept within the construction of per-instance algorithm selection models offering interesting insights into complementary behavior of inexact TSP solvers."}],"page":"105901","year":"2020","type":"journal_article","citation":{"ieee":"J. Bossek, P. Kerschke, and H. Trautmann, “A multi-objective perspective on performance assessment and automated selection of single-objective optimization algorithms,” Applied Soft Computing, vol. 88, p. 105901, 2020, doi: https://doi.org/10.1016/j.asoc.2019.105901.","short":"J. Bossek, P. Kerschke, H. Trautmann, Applied Soft Computing 88 (2020) 105901.","bibtex":"@article{Bossek_Kerschke_Trautmann_2020, title={A multi-objective perspective on performance assessment and automated selection of single-objective optimization algorithms}, volume={88}, DOI={https://doi.org/10.1016/j.asoc.2019.105901}, journal={Applied Soft Computing}, author={Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={105901} }","mla":"Bossek, Jakob, et al. “A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms.” Applied Soft Computing, vol. 88, 2020, p. 105901, doi:https://doi.org/10.1016/j.asoc.2019.105901.","chicago":"Bossek, Jakob, Pascal Kerschke, and Heike Trautmann. “A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms.” Applied Soft Computing 88 (2020): 105901. https://doi.org/10.1016/j.asoc.2019.105901.","ama":"Bossek J, Kerschke P, Trautmann H. A multi-objective perspective on performance assessment and automated selection of single-objective optimization algorithms. Applied Soft Computing. 2020;88:105901. doi:https://doi.org/10.1016/j.asoc.2019.105901","apa":"Bossek, J., Kerschke, P., & Trautmann, H. (2020). A multi-objective perspective on performance assessment and automated selection of single-objective optimization algorithms. Applied Soft Computing, 88, 105901. https://doi.org/10.1016/j.asoc.2019.105901"},"language":[{"iso":"eng"}],"doi":"https://doi.org/10.1016/j.asoc.2019.105901","intvolume":" 88","_id":"46334","date_updated":"2023-10-16T13:07:59Z"},{"title":"Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries","user_id":"15504","abstract":[{"text":"Artificial neural networks in general and deep learning networks in particular established themselves as popular and powerful machine learning algorithms. While the often tremendous sizes of these networks are beneficial when solving complex tasks, the tremendous number of parameters also causes such networks to be vulnerable to malicious behavior such as adversarial perturbations. These perturbations can change a model's classification decision. Moreover, while single-step adversaries can easily be transferred from network to network, the transfer of more powerful multi-step adversaries has - usually - been rather difficult.In this work, we introduce a method for generating strong adversaries that can easily (and frequently) be transferred between different models. This method is then used to generate a large set of adversaries, based on which the effects of selected defense methods are experimentally assessed. At last, we introduce a novel, simple, yet effective approach to enhance the resilience of neural networks against adversaries and benchmark it against established defense methods. In contrast to the already existing methods, our proposed defense approach is much more efficient as it only requires a single additional forward-pass to achieve comparable performance results.","lang":"eng"}],"place":"Glasgow, UK","date_created":"2023-08-04T07:39:48Z","status":"public","publication":"Proceedings of the International Joint Conference on Neural Networks (IJCNN)","department":[{"_id":"34"},{"_id":"819"}],"author":[{"last_name":"Seiler","first_name":"Moritz Vinzent","full_name":"Seiler, Moritz Vinzent"},{"id":"100740","last_name":"Trautmann","full_name":"Trautmann, Heike","orcid":"0000-0002-9788-8282","first_name":"Heike"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"}],"doi":"10.1109/IJCNN48605.2020.9207338","date_updated":"2023-10-16T13:05:22Z","_id":"46331","page":"1–8","citation":{"ieee":"M. V. Seiler, H. Trautmann, and P. Kerschke, “Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries,” in Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2020, pp. 1–8, doi: 10.1109/IJCNN48605.2020.9207338.","short":"M.V. Seiler, H. Trautmann, P. Kerschke, in: Proceedings of the International Joint Conference on Neural Networks (IJCNN), Glasgow, UK, 2020, pp. 1–8.","bibtex":"@inproceedings{Seiler_Trautmann_Kerschke_2020, place={Glasgow, UK}, title={Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries}, DOI={10.1109/IJCNN48605.2020.9207338}, booktitle={Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, author={Seiler, Moritz Vinzent and Trautmann, Heike and Kerschke, Pascal}, year={2020}, pages={1–8} }","mla":"Seiler, Moritz Vinzent, et al. “Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries.” Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2020, pp. 1–8, doi:10.1109/IJCNN48605.2020.9207338.","ama":"Seiler MV, Trautmann H, Kerschke P. Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN). ; 2020:1–8. doi:10.1109/IJCNN48605.2020.9207338","apa":"Seiler, M. V., Trautmann, H., & Kerschke, P. (2020). Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries. Proceedings of the International Joint Conference on Neural Networks (IJCNN), 1–8. https://doi.org/10.1109/IJCNN48605.2020.9207338","chicago":"Seiler, Moritz Vinzent, Heike Trautmann, and Pascal Kerschke. “Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries.” In Proceedings of the International Joint Conference on Neural Networks (IJCNN), 1–8. Glasgow, UK, 2020. https://doi.org/10.1109/IJCNN48605.2020.9207338."},"type":"conference","year":"2020","language":[{"iso":"eng"}]},{"title":"Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent","user_id":"15504","abstract":[{"lang":"eng","text":"Multimodality is one of the biggest difficulties for optimization as local optima are often preventing algorithms from making progress. This does not only challenge local strategies that can get stuck. It also hinders meta-heuristics like evolutionary algorithms in convergence to the global optimum. In this paper we present a new concept of gradient descent, which is able to escape local traps. It relies on multiobjectivization of the original problem and applies the recently proposed and here slightly modified multi-objective local search mechanism MOGSA. We use a sophisticated visualization technique for multi-objective problems to prove the working principle of our idea. As such, this work highlights the transfer of new insights from the multi-objective to the single-objective domain and provides first visual evidence that multiobjectivization can link single-objective local optima in multimodal landscapes."}],"place":"Canberra, Australia","date_created":"2023-08-04T07:40:33Z","status":"public","department":[{"_id":"34"},{"_id":"819"}],"publication":"Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)","author":[{"last_name":"Steinhoff","first_name":"Vera","full_name":"Steinhoff, Vera"},{"full_name":"Kerschke, Pascal","first_name":"Pascal","last_name":"Kerschke"},{"full_name":"Aspar, Pelin","first_name":"Pelin","last_name":"Aspar"},{"last_name":"Trautmann","id":"100740","first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike"},{"first_name":"Christian","full_name":"Grimme, Christian","last_name":"Grimme"}],"doi":"10.1109/SSCI47803.2020.9308259","_id":"46332","date_updated":"2023-10-16T13:05:49Z","page":"2445–2452","year":"2020","citation":{"apa":"Steinhoff, V., Kerschke, P., Aspar, P., Trautmann, H., & Grimme, C. (2020). Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent. Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2445–2452. https://doi.org/10.1109/SSCI47803.2020.9308259","ama":"Steinhoff V, Kerschke P, Aspar P, Trautmann H, Grimme C. Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent. In: Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI). ; 2020:2445–2452. doi:10.1109/SSCI47803.2020.9308259","chicago":"Steinhoff, Vera, Pascal Kerschke, Pelin Aspar, Heike Trautmann, and Christian Grimme. “Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent.” In Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2445–2452. Canberra, Australia, 2020. https://doi.org/10.1109/SSCI47803.2020.9308259.","bibtex":"@inproceedings{Steinhoff_Kerschke_Aspar_Trautmann_Grimme_2020, place={Canberra, Australia}, title={Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent}, DOI={10.1109/SSCI47803.2020.9308259}, booktitle={Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Steinhoff, Vera and Kerschke, Pascal and Aspar, Pelin and Trautmann, Heike and Grimme, Christian}, year={2020}, pages={2445–2452} }","mla":"Steinhoff, Vera, et al. “Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent.” Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2020, pp. 2445–2452, doi:10.1109/SSCI47803.2020.9308259.","short":"V. Steinhoff, P. Kerschke, P. Aspar, H. Trautmann, C. Grimme, in: Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Canberra, Australia, 2020, pp. 2445–2452.","ieee":"V. Steinhoff, P. Kerschke, P. Aspar, H. Trautmann, and C. Grimme, “Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent,” in Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2020, pp. 2445–2452, doi: 10.1109/SSCI47803.2020.9308259."},"type":"conference","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"type":"conference","year":"2020","citation":{"mla":"Glockner, Max, et al. “Why Do You Think That? Exploring Faithful Sentence-Level Rationales Without Supervision.” Findings of the Association for Computational Linguistics: EMNLP 2020, Association for Computational Linguistics, 2020, doi:10.18653/v1/2020.findings-emnlp.97.","bibtex":"@inproceedings{Glockner_Habernal_Gurevych_2020, title={Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision}, DOI={10.18653/v1/2020.findings-emnlp.97}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2020}, publisher={Association for Computational Linguistics}, author={Glockner, Max and Habernal, Ivan and Gurevych, Iryna}, year={2020} }","ama":"Glockner M, Habernal I, Gurevych I. Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision. In: Findings of the Association for Computational Linguistics: EMNLP 2020. Association for Computational Linguistics; 2020. doi:10.18653/v1/2020.findings-emnlp.97","apa":"Glockner, M., Habernal, I., & Gurevych, I. (2020). Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision. Findings of the Association for Computational Linguistics: EMNLP 2020. https://doi.org/10.18653/v1/2020.findings-emnlp.97","chicago":"Glockner, Max, Ivan Habernal, and Iryna Gurevych. “Why Do You Think That? Exploring Faithful Sentence-Level Rationales Without Supervision.” In Findings of the Association for Computational Linguistics: EMNLP 2020. Association for Computational Linguistics, 2020. https://doi.org/10.18653/v1/2020.findings-emnlp.97.","ieee":"M. Glockner, I. Habernal, and I. Gurevych, “Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision,” 2020, doi: 10.18653/v1/2020.findings-emnlp.97.","short":"M. Glockner, I. Habernal, I. Gurevych, in: Findings of the Association for Computational Linguistics: EMNLP 2020, Association for Computational Linguistics, 2020."},"doi":"10.18653/v1/2020.findings-emnlp.97","date_updated":"2023-10-19T12:10:18Z","_id":"48301","date_created":"2023-10-19T08:29:15Z","status":"public","publication_status":"published","department":[{"_id":"34"},{"_id":"820"}],"publication":"Findings of the Association for Computational Linguistics: EMNLP 2020","author":[{"first_name":"Max","full_name":"Glockner, Max","last_name":"Glockner"},{"full_name":"Habernal, Ivan","first_name":"Ivan","id":"101881","last_name":"Habernal"},{"full_name":"Gurevych, Iryna","first_name":"Iryna","last_name":"Gurevych"}],"publisher":"Association for Computational Linguistics","user_id":"15504","title":"Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision"},{"abstract":[{"lang":"eng","text":"A full-bridge modular multilevel converter (MMC) is compared to a half-bridge-based MMC for high-current low-voltage DC-applications such as electrolysis, arc welding or datacenters with DC-power distribution. Usually, modular multilevel converters are used in high-voltage DC-applications (HVDC) in the multiple kV-range, but to meet the needs of a high-current demand at low output voltage levels, the modular converter concept requires adaptations. In the proposed concept, the MMC is used to step-down the three-phase medium-voltage of 10 kV. Therefore, each module is extended by an LLC resonant converter to adapt to the specific electrolyzers DC-voltage range of 142-220V and to provide galvanic isolation. The proposed MMC converter with full-bridge modules uses half the number of modules compared to a half-bridge-based MMC while reducing the voltage ripple by 78% and capacitor losses by 64% by rearranging the same components to ensure identical costs and volume. For additional reliability, a new robust algorithm for balancing conduction losses during the bypass phase is presented."}],"user_id":"34289","title":"1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications","keyword":["Cascaded H-Bridge","Solid-State Transformer","Capacitor voltage ripple","Zero sequence voltage","Full-Bridge"],"department":[{"_id":"52"}],"publication":"PCIM Europe digital days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management","publisher":"VDE","author":[{"first_name":"Roland","full_name":"Unruh, Roland","last_name":"Unruh","id":"34289"},{"first_name":"Frank","full_name":"Schafmeister, Frank","last_name":"Schafmeister","id":"71291"},{"first_name":"Norbert","full_name":"Fröhleke, Norbert","last_name":"Fröhleke"},{"id":"66","last_name":"Böcker","orcid":"0000-0002-8480-7295","full_name":"Böcker, Joachim","first_name":"Joachim"}],"date_created":"2022-02-21T16:42:30Z","status":"public","publication_status":"published","publication_identifier":{"isbn":["978-3-8007-5245-4"]},"conference":{"end_date":"2020-07-08","location":"Germany","start_date":"2020-07-07","name":"PCIM Europe digital days 2020"},"_id":"29940","date_updated":"2023-10-20T11:52:39Z","main_file_link":[{"url":"https://ieeexplore.ieee.org/abstract/document/9178138"}],"language":[{"iso":"eng"}],"year":"2020","citation":{"mla":"Unruh, Roland, et al. “1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications.” PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, VDE, 2020.","bibtex":"@inproceedings{Unruh_Schafmeister_Fröhleke_Böcker_2020, title={1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications}, booktitle={PCIM Europe digital days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management}, publisher={VDE}, author={Unruh, Roland and Schafmeister, Frank and Fröhleke, Norbert and Böcker, Joachim}, year={2020} }","chicago":"Unruh, Roland, Frank Schafmeister, Norbert Fröhleke, and Joachim Böcker. “1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications.” In PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management. VDE, 2020.","ama":"Unruh R, Schafmeister F, Fröhleke N, Böcker J. 1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications. In: PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management. VDE; 2020.","apa":"Unruh, R., Schafmeister, F., Fröhleke, N., & Böcker, J. (2020). 1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications. PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management. PCIM Europe digital days 2020, Germany.","ieee":"R. Unruh, F. Schafmeister, N. Fröhleke, and J. Böcker, “1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications,” presented at the PCIM Europe digital days 2020, Germany, 2020.","short":"R. Unruh, F. Schafmeister, N. Fröhleke, J. Böcker, in: PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, VDE, 2020."},"type":"conference"},{"publication_status":"published","publication_identifier":{"issn":["2511-0667"]},"title":"Dual Study Programmes as a Design Challenge: Identifying Areas for Improvement as a Starting Point for Interventions","language":[{"iso":"eng"}],"date_updated":"2023-10-20T16:35:36Z","doi":"10.15460/eder.4.1.1482","publication":"EDeR. Educational Design Research","keyword":["Dual study programmes","Design challenges","Pedagogic development of HEIs","Literature review","Study programme development","DBR cycle"],"author":[{"id":"81839","last_name":"Mordhorst","full_name":"Mordhorst, Lisa","first_name":"Lisa"},{"full_name":"Gössling, Bernd","first_name":"Bernd","last_name":"Gössling"}],"publisher":"Staats- und Universitatsbibliothek Hamburg Carl von Ossietzky","volume":4,"date_created":"2023-10-20T16:30:26Z","status":"public","abstract":[{"lang":"eng","text":"The proportion of freshmen enrolled in dual study programmes has steadily increased in recent years. From the perspective of potential students, these programmes are highly attractive because they combine types of learning that used to be largely separate at an institutional level: vocational and academic learning. In training-integrated dual study programmes, different institutional contexts, governance regimes, teaching styles and learning environments make bridging these two worlds of learning a challenge for both educators and learners. However, these programmes also allow leeway for didactic innovation, through the cooperation of different types of educational institutions and through new ways of using available didactic methods, and for establishing a new relationship between higher education (HE) and vocational education and training (VET). This paper positions training-integrated dual study programmes as an object of design-based research (DBR). By developing and using an extended model for the pedagogic development of HEIs, “pädagogische Hochschulentwicklung” (Brahm, Jenert, & Euler, 2016a, p. 19; Euler, 2013, p. 360), the paper systematically identifies generic educational problems in these hybrids. Based on a literature review, this paper classifies and explains the design challenges at the level of the learning environment, the study programme and the organisation. The challenges revolve mainly around the cooperation and integration of HE and VET. The paper concludes with an outlook on future DBR projects designing dual studies."}],"article_type":"original","user_id":"81839","citation":{"ieee":"L. Mordhorst and B. Gössling, “Dual Study Programmes as a Design Challenge: Identifying Areas for Improvement as a Starting Point for Interventions,” EDeR. Educational Design Research, vol. 4, no. 1, Art. no. 24, 2020, doi: 10.15460/eder.4.1.1482.","short":"L. Mordhorst, B. Gössling, EDeR. Educational Design Research 4 (2020).","mla":"Mordhorst, Lisa, and Bernd Gössling. “Dual Study Programmes as a Design Challenge: Identifying Areas for Improvement as a Starting Point for Interventions.” EDeR. Educational Design Research, vol. 4, no. 1, 24, Staats- und Universitatsbibliothek Hamburg Carl von Ossietzky, 2020, doi:10.15460/eder.4.1.1482.","bibtex":"@article{Mordhorst_Gössling_2020, title={Dual Study Programmes as a Design Challenge: Identifying Areas for Improvement as a Starting Point for Interventions}, volume={4}, DOI={10.15460/eder.4.1.1482}, number={124}, journal={EDeR. Educational Design Research}, publisher={Staats- und Universitatsbibliothek Hamburg Carl von Ossietzky}, author={Mordhorst, Lisa and Gössling, Bernd}, year={2020} }","chicago":"Mordhorst, Lisa, and Bernd Gössling. “Dual Study Programmes as a Design Challenge: Identifying Areas for Improvement as a Starting Point for Interventions.” EDeR. Educational Design Research 4, no. 1 (2020). https://doi.org/10.15460/eder.4.1.1482.","apa":"Mordhorst, L., & Gössling, B. (2020). Dual Study Programmes as a Design Challenge: Identifying Areas for Improvement as a Starting Point for Interventions. EDeR. Educational Design Research, 4(1), Article 24. https://doi.org/10.15460/eder.4.1.1482","ama":"Mordhorst L, Gössling B. Dual Study Programmes as a Design Challenge: Identifying Areas for Improvement as a Starting Point for Interventions. EDeR Educational Design Research. 2020;4(1). doi:10.15460/eder.4.1.1482"},"year":"2020","type":"journal_article","_id":"48366","intvolume":" 4","article_number":"24","issue":"1"},{"abstract":[{"text":"Heat dissipation is a limiting factor in the performance of many power electronic components. Especially in the TO-263-7 package, which is used for several SiC-MOSFETs, the heat transfer must take place through the cross section of the printed circuit board (PCB) to the heatsink at the bottom side. Most commonly, thermal vias are used to form this path in a perpendicular direction through all PCB-layers. In a given soft- and hard switched example applications with the use of C3M0065090J SiC-MOSFETs, this conventional approach limited the component’s maximum heat dissipation to approx. 13 W. A recent alternative approach are massive copper blocks (”pedestals”) being integrated in PCBs and reaching from their top- to the bottom-side in relevant footprint areas under SMD-housed power semiconductors. Pedestals allowing to increase the heat dissipation in the given case to even 36 W. This step is achieved due to the clearly superior heat spreading capability of that massive thermal connection between SiC-MOSFET and heatsink. For the hard switched example application the number of switch-elements can be halved to one, by using the pedestal instead of thermal vias. Independently of optimizing the heat transfer path, the up-front avoidance of losses helps to stay within existing heat dissipation limits, of course. The dominant conduction losses of the mentioned soft-switched example application could be halved by changing to SiC-MOSFET types with significant lowered RDSon. By using pedestals and changing to SiC-MOSFETs with lowered RDSon, the number of switch-elements can also be halved for the soft switched application.","lang":"eng"}],"user_id":"66","title":"Heat dissipation strategies for silicon carbide power SMDs and their use in different applications","department":[{"_id":"52"}],"publication":"PCIM Europe digital days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management","author":[{"id":"22556","last_name":"Strothmann","full_name":"Strothmann, Benjamin","first_name":"Benjamin"},{"last_name":"Piepenbrock","first_name":"Till","full_name":"Piepenbrock, Till"},{"full_name":"Schafmeister, Frank","first_name":"Frank","id":"71291","last_name":"Schafmeister"},{"last_name":"Böcker","id":"66","first_name":"Joachim","orcid":"0000-0002-8480-7295","full_name":"Böcker, Joachim"}],"date_created":"2022-02-23T14:14:58Z","status":"public","publication_status":"published","_id":"30001","date_updated":"2023-10-20T12:23:18Z","language":[{"iso":"eng"}],"page":"1-7","year":"2020","type":"conference","citation":{"short":"B. Strothmann, T. Piepenbrock, F. Schafmeister, J. Böcker, in: PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, 2020, pp. 1–7.","ieee":"B. Strothmann, T. Piepenbrock, F. Schafmeister, and J. Böcker, “Heat dissipation strategies for silicon carbide power SMDs and their use in different applications,” in PCIM Europe digital days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, 2020, pp. 1–7.","apa":"Strothmann, B., Piepenbrock, T., Schafmeister, F., & Böcker, J. (2020). Heat dissipation strategies for silicon carbide power SMDs and their use in different applications. PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, 1–7.","ama":"Strothmann B, Piepenbrock T, Schafmeister F, Böcker J. Heat dissipation strategies for silicon carbide power SMDs and their use in different applications. In: PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management. ; 2020:1-7.","chicago":"Strothmann, Benjamin, Till Piepenbrock, Frank Schafmeister, and Joachim Böcker. “Heat Dissipation Strategies for Silicon Carbide Power SMDs and Their Use in Different Applications.” In PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, 1–7, 2020.","bibtex":"@inproceedings{Strothmann_Piepenbrock_Schafmeister_Böcker_2020, title={Heat dissipation strategies for silicon carbide power SMDs and their use in different applications}, booktitle={PCIM Europe digital days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management}, author={Strothmann, Benjamin and Piepenbrock, Till and Schafmeister, Frank and Böcker, Joachim}, year={2020}, pages={1–7} }","mla":"Strothmann, Benjamin, et al. “Heat Dissipation Strategies for Silicon Carbide Power SMDs and Their Use in Different Applications.” PCIM Europe Digital Days 2020; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, 2020, pp. 1–7."}},{"abstract":[{"lang":"eng","text":"Successful design of human-in-the-loop control sys- tems requires appropriate models for human decision makers. Whilst most paradigms adopted in the control systems literature hide the (limited) decision capability of humans, in behavioral economics individual decision making and optimization processes are well-known to be affected by perceptual and behavioral biases. Our goal is to enrich control engineering with some insights from behavioral economics research through exposing such biases in control-relevant settings.\r\nThis paper addresses the following two key questions:\r\n1) How do behavioral biases affect decision making?\r\n2) What is the role played by feedback in human-in-the-loop control systems?\r\nOur experimental framework shows how individuals behave when faced with the task of piloting an UAV under risk and uncertainty, paralleling a real-world decision-making scenario. Our findings support the notion of humans in Cyberphysical Systems underlying behavioral biases regardless of – or even because of – receiving immediate outcome feedback. We observe substantial shares of drone controllers to act inefficiently through either flying excessively (overconfident) or overly conservatively (underconfident). Furthermore, we observe human-controllers to self-servingly misinterpret random sequences through being subject to a “hot hand fallacy”. We advise control engineers to mind the human component in order not to compromise technological accomplishments through human issues."}],"ddc":["620","330"],"user_id":"44549","publication":"IEEE Control Systems Magazine","file_date_updated":"2021-03-03T14:21:50Z","author":[{"full_name":"Protte, Marius","first_name":"Marius","id":"44549","last_name":"Protte"},{"full_name":"Fahr, René","first_name":"René","id":"111","last_name":"Fahr"},{"last_name":"Quevedo","full_name":"Quevedo, Daniel E.","first_name":"Daniel E."}],"publisher":"IEEE","file":[{"date_created":"2021-03-03T14:21:50Z","file_name":"Protte_Fahr_Quevedo.pdf","access_level":"closed","file_size":1501292,"creator":"mprotte","file_id":"21370","content_type":"application/pdf","date_updated":"2021-03-03T14:21:50Z","success":1,"relation":"main_file"}],"volume":40,"date_created":"2021-03-03T14:20:10Z","has_accepted_license":"1","status":"public","_id":"21369","intvolume":" 40","issue":"6","page":"57 - 76","year":"2020","type":"journal_article","citation":{"ieee":"M. Protte, R. Fahr, and D. E. Quevedo, “Behavioral Economics for Human-in-the-loop Control Systems Design: Overconfidence and the hot hand fallacy,” IEEE Control Systems Magazine, vol. 40, no. 6, pp. 57–76, 2020, doi: 10.1109/MCS.2020.3019723.","short":"M. Protte, R. Fahr, D.E. Quevedo, IEEE Control Systems Magazine 40 (2020) 57–76.","bibtex":"@article{Protte_Fahr_Quevedo_2020, title={Behavioral Economics for Human-in-the-loop Control Systems Design: Overconfidence and the hot hand fallacy}, volume={40}, DOI={10.1109/MCS.2020.3019723}, number={6}, journal={IEEE Control Systems Magazine}, publisher={IEEE}, author={Protte, Marius and Fahr, René and Quevedo, Daniel E.}, year={2020}, pages={57–76} }","mla":"Protte, Marius, et al. “Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy.” IEEE Control Systems Magazine, vol. 40, no. 6, IEEE, 2020, pp. 57–76, doi:10.1109/MCS.2020.3019723.","chicago":"Protte, Marius, René Fahr, and Daniel E. Quevedo. “Behavioral Economics for Human-in-the-Loop Control Systems Design: Overconfidence and the Hot Hand Fallacy.” IEEE Control Systems Magazine 40, no. 6 (2020): 57–76. https://doi.org/10.1109/MCS.2020.3019723.","apa":"Protte, M., Fahr, R., & Quevedo, D. E. (2020). Behavioral Economics for Human-in-the-loop Control Systems Design: Overconfidence and the hot hand fallacy. IEEE Control Systems Magazine, 40(6), 57–76. https://doi.org/10.1109/MCS.2020.3019723","ama":"Protte M, Fahr R, Quevedo DE. Behavioral Economics for Human-in-the-loop Control Systems Design: Overconfidence and the hot hand fallacy. IEEE Control Systems Magazine. 2020;40(6):57-76. doi:10.1109/MCS.2020.3019723"},"title":"Behavioral Economics for Human-in-the-loop Control Systems Design: Overconfidence and the hot hand fallacy","department":[{"_id":"179"}],"publication_status":"published","date_updated":"2023-10-23T10:38:19Z","doi":"10.1109/MCS.2020.3019723","language":[{"iso":"eng"}]},{"publication":"Transient Bodies in Anglophone Literature and Culture","author":[{"id":"38524","last_name":"Schneider","full_name":"Schneider, Julia Christina","first_name":"Julia Christina"}],"date_created":"2023-01-12T08:00:32Z","status":"public","publication_identifier":{"unknown":["9783825346638"]},"editor":[{"last_name":"Schäfer-Althaus","first_name":"Sarah","full_name":"Schäfer-Althaus, Sarah"},{"last_name":"Strauß","first_name":"Sara","full_name":"Strauß, Sara"}],"user_id":"38524","title":"Birth Without a Woman: Mary Shelley's Frankenstein in the Context of Eighteenth-Century Ideas on Birth, Motherhood and Midwifery","series_title":"Anglistik & Englischunterricht","language":[{"iso":"eng"}],"page":"47-68","type":"book_chapter","citation":{"ieee":"J. C. Schneider, “Birth Without a Woman: Mary Shelley’s Frankenstein in the Context of Eighteenth-Century Ideas on Birth, Motherhood and Midwifery,” in Transient Bodies in Anglophone Literature and Culture, S. Schäfer-Althaus and S. Strauß, Eds. 2020, pp. 47–68.","short":"J.C. Schneider, in: S. Schäfer-Althaus, S. Strauß (Eds.), Transient Bodies in Anglophone Literature and Culture, 2020, pp. 47–68.","bibtex":"@inbook{Schneider_2020, series={Anglistik & Englischunterricht}, title={Birth Without a Woman: Mary Shelley’s Frankenstein in the Context of Eighteenth-Century Ideas on Birth, Motherhood and Midwifery}, booktitle={Transient Bodies in Anglophone Literature and Culture}, author={Schneider, Julia Christina}, editor={Schäfer-Althaus, Sarah and Strauß, Sara}, year={2020}, pages={47–68}, collection={Anglistik & Englischunterricht} }","mla":"Schneider, Julia Christina. “Birth Without a Woman: Mary Shelley’s Frankenstein in the Context of Eighteenth-Century Ideas on Birth, Motherhood and Midwifery.” Transient Bodies in Anglophone Literature and Culture, edited by Sarah Schäfer-Althaus and Sara Strauß, 2020, pp. 47–68.","apa":"Schneider, J. C. (2020). Birth Without a Woman: Mary Shelley’s Frankenstein in the Context of Eighteenth-Century Ideas on Birth, Motherhood and Midwifery. In S. Schäfer-Althaus & S. Strauß (Eds.), Transient Bodies in Anglophone Literature and Culture (pp. 47–68).","ama":"Schneider JC. Birth Without a Woman: Mary Shelley’s Frankenstein in the Context of Eighteenth-Century Ideas on Birth, Motherhood and Midwifery. In: Schäfer-Althaus S, Strauß S, eds. Transient Bodies in Anglophone Literature and Culture. Anglistik & Englischunterricht. ; 2020:47-68.","chicago":"Schneider, Julia Christina. “Birth Without a Woman: Mary Shelley’s Frankenstein in the Context of Eighteenth-Century Ideas on Birth, Motherhood and Midwifery.” In Transient Bodies in Anglophone Literature and Culture, edited by Sarah Schäfer-Althaus and Sara Strauß, 47–68. Anglistik & Englischunterricht, 2020."},"year":"2020","date_updated":"2023-10-25T07:02:06Z","_id":"36286"},{"status":"public","date_created":"2023-10-26T13:59:04Z","publication_status":"published","publisher":"De Gruyter","author":[{"last_name":"Corall","id":"54291","first_name":"Niklas","full_name":"Corall, Niklas"}],"publication":"Nietzsche und die Reformation","user_id":"54291","title":"Reformation und Regierungskunst: Wahrheit als Grundlage normalisierender Macht bei Nietzsche und Foucault","language":[{"iso":"eng"}],"year":"2020","citation":{"ieee":"N. Corall, “Reformation und Regierungskunst: Wahrheit als Grundlage normalisierender Macht bei Nietzsche und Foucault,” in Nietzsche und die Reformation, De Gruyter, 2020.","short":"N. Corall, in: Nietzsche Und Die Reformation, De Gruyter, 2020.","bibtex":"@inbook{Corall_2020, title={Reformation und Regierungskunst: Wahrheit als Grundlage normalisierender Macht bei Nietzsche und Foucault}, DOI={10.1515/9783110587005-019}, booktitle={Nietzsche und die Reformation}, publisher={De Gruyter}, author={Corall, Niklas}, year={2020} }","mla":"Corall, Niklas. “Reformation Und Regierungskunst: Wahrheit Als Grundlage Normalisierender Macht Bei Nietzsche Und Foucault.” Nietzsche Und Die Reformation, De Gruyter, 2020, doi:10.1515/9783110587005-019.","ama":"Corall N. Reformation und Regierungskunst: Wahrheit als Grundlage normalisierender Macht bei Nietzsche und Foucault. In: Nietzsche Und Die Reformation. De Gruyter; 2020. doi:10.1515/9783110587005-019","apa":"Corall, N. (2020). Reformation und Regierungskunst: Wahrheit als Grundlage normalisierender Macht bei Nietzsche und Foucault. In Nietzsche und die Reformation. De Gruyter. https://doi.org/10.1515/9783110587005-019","chicago":"Corall, Niklas. “Reformation Und Regierungskunst: Wahrheit Als Grundlage Normalisierender Macht Bei Nietzsche Und Foucault.” In Nietzsche Und Die Reformation. De Gruyter, 2020. https://doi.org/10.1515/9783110587005-019."},"type":"book_chapter","doi":"10.1515/9783110587005-019","_id":"48496","date_updated":"2023-10-27T11:17:52Z"},{"_id":"45384","date_updated":"2023-11-02T08:09:21Z","year":"2020","citation":{"short":"J. Dröse, in: H.-S. Siller, W. Weigel, J.F. Wöler (Eds.), Beiträge zum Mathematikunterricht 2020 , WTM, Münster, 2020, pp. 233–236.","ieee":"J. Dröse, “Verstehensgrundlagen diagnostizieren - Welche Wissenselemente fokussieren Lehrkräfte?,” in Beiträge zum Mathematikunterricht 2020 , 2020, pp. 233–236.","chicago":"Dröse, Jennifer. “Verstehensgrundlagen diagnostizieren - Welche Wissenselemente fokussieren Lehrkräfte?” In Beiträge zum Mathematikunterricht 2020 , edited by H.-S. Siller, W. Weigel, and J. F. Wöler, 233–36. Münster: WTM, 2020.","apa":"Dröse, J. (2020). Verstehensgrundlagen diagnostizieren - Welche Wissenselemente fokussieren Lehrkräfte? In H.-S. Siller, W. Weigel, & J. F. Wöler (Eds.), Beiträge zum Mathematikunterricht 2020 (pp. 233–236). WTM.","ama":"Dröse J. Verstehensgrundlagen diagnostizieren - Welche Wissenselemente fokussieren Lehrkräfte? In: Siller H-S, Weigel W, Wöler JF, eds. Beiträge zum Mathematikunterricht 2020 . WTM; 2020:233-236.","mla":"Dröse, Jennifer. “Verstehensgrundlagen diagnostizieren - Welche Wissenselemente fokussieren Lehrkräfte?” Beiträge zum Mathematikunterricht 2020 , edited by H.-S. Siller et al., WTM, 2020, pp. 233–36.","bibtex":"@inproceedings{Dröse_2020, place={Münster}, title={Verstehensgrundlagen diagnostizieren - Welche Wissenselemente fokussieren Lehrkräfte?}, booktitle={Beiträge zum Mathematikunterricht 2020 }, publisher={WTM}, author={Dröse, Jennifer}, editor={Siller, H.-S. and Weigel, W. and Wöler, J. F.}, year={2020}, pages={233–236} }"},"type":"conference","page":"233-236","language":[{"iso":"ger"}],"title":"Verstehensgrundlagen diagnostizieren - Welche Wissenselemente fokussieren Lehrkräfte?","user_id":"85820","place":"Münster","editor":[{"full_name":"Siller, H.-S.","first_name":"H.-S.","last_name":"Siller"},{"last_name":"Weigel","full_name":"Weigel, W.","first_name":"W."},{"first_name":"J. F.","full_name":"Wöler, J. F.","last_name":"Wöler"}],"status":"public","date_created":"2023-05-31T07:18:51Z","author":[{"id":"85820","last_name":"Dröse","full_name":"Dröse, Jennifer","first_name":"Jennifer"}],"publisher":"WTM","publication":"Beiträge zum Mathematikunterricht 2020 ","department":[{"_id":"98"}]},{"date_updated":"2023-11-02T08:09:54Z","_id":"45386","language":[{"iso":"ger"}],"page":"38-40","type":"book_chapter","year":"2020","citation":{"ama":"Dröse J, Eisen V, Prediger S, Altieri M, Schellenbach M, Menning R. Textaufgaben lesen lernen – eine digital gestützte Einheit mit App . In: Mathematik lehren 223. ; 2020:38-40.","apa":"Dröse, J., Eisen, V., Prediger, S., Altieri, M., Schellenbach, M., & Menning, R. (2020). Textaufgaben lesen lernen – eine digital gestützte Einheit mit App . In Mathematik lehren 223 (pp. 38–40).","chicago":"Dröse, Jennifer, V. Eisen, Susanne Prediger, M. Altieri, M. Schellenbach, and R. Menning. “Textaufgaben lesen lernen – eine digital gestützte Einheit mit App .” In Mathematik lehren 223, 38–40, 2020.","bibtex":"@inbook{Dröse_Eisen_Prediger_Altieri_Schellenbach_Menning_2020, title={Textaufgaben lesen lernen – eine digital gestützte Einheit mit App }, booktitle={Mathematik lehren 223}, author={Dröse, Jennifer and Eisen, V. and Prediger, Susanne and Altieri, M. and Schellenbach, M. and Menning, R.}, year={2020}, pages={38–40} }","mla":"Dröse, Jennifer, et al. “Textaufgaben lesen lernen – eine digital gestützte Einheit mit App .” Mathematik lehren 223, 2020, pp. 38–40.","short":"J. Dröse, V. Eisen, S. Prediger, M. Altieri, M. Schellenbach, R. Menning, in: Mathematik lehren 223, 2020, pp. 38–40.","ieee":"J. Dröse, V. Eisen, S. Prediger, M. Altieri, M. Schellenbach, and R. Menning, “Textaufgaben lesen lernen – eine digital gestützte Einheit mit App ,” in Mathematik lehren 223, 2020, pp. 38–40."},"user_id":"85820","title":"Textaufgaben lesen lernen – eine digital gestützte Einheit mit App ","date_created":"2023-05-31T07:42:06Z","status":"public","department":[{"_id":"98"}],"publication":"Mathematik lehren 223","author":[{"first_name":"Jennifer","full_name":"Dröse, Jennifer","last_name":"Dröse","id":"85820"},{"full_name":"Eisen, V.","first_name":"V.","last_name":"Eisen"},{"full_name":"Prediger, Susanne","first_name":"Susanne","last_name":"Prediger"},{"last_name":"Altieri","full_name":"Altieri, M.","first_name":"M."},{"first_name":"M.","full_name":"Schellenbach, M.","last_name":"Schellenbach"},{"last_name":"Menning","first_name":"R.","full_name":"Menning, R."}]},{"doi":"10.1026/0012-1924/a000255","date_updated":"2023-11-08T08:32:59Z","language":[{"iso":"ger"}],"title":"Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ)","publication_status":"published","publication_identifier":{"issn":["0012-1924","2190-622X"]},"department":[{"_id":"266"},{"_id":"426"}],"issue":"4","intvolume":" 66","_id":"37831","page":"246-257","type":"journal_article","year":"2020","citation":{"short":"Ä. Wetzel, M. Weigelt, K.B. Klingsieck, Diagnostica 66 (2020) 246–257.","ieee":"Ä. Wetzel, M. Weigelt, and K. B. Klingsieck, “Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ),” Diagnostica, vol. 66, no. 4, pp. 246–257, 2020, doi: 10.1026/0012-1924/a000255.","apa":"Wetzel, Ä., Weigelt, M., & Klingsieck, K. B. (2020). Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ). Diagnostica, 66(4), 246–257. https://doi.org/10.1026/0012-1924/a000255","ama":"Wetzel Ä, Weigelt M, Klingsieck KB. Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ). Diagnostica. 2020;66(4):246-257. doi:10.1026/0012-1924/a000255","chicago":"Wetzel, Änne, Matthias Weigelt, and Katrin Birte Klingsieck. “Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ).” Diagnostica 66, no. 4 (2020): 246–57. https://doi.org/10.1026/0012-1924/a000255.","mla":"Wetzel, Änne, et al. “Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ).” Diagnostica, vol. 66, no. 4, Hogrefe Publishing Group, 2020, pp. 246–57, doi:10.1026/0012-1924/a000255.","bibtex":"@article{Wetzel_Weigelt_Klingsieck_2020, title={Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ)}, volume={66}, DOI={10.1026/0012-1924/a000255}, number={4}, journal={Diagnostica}, publisher={Hogrefe Publishing Group}, author={Wetzel, Änne and Weigelt, Matthias and Klingsieck, Katrin Birte}, year={2020}, pages={246–257} }"},"user_id":"14931","abstract":[{"lang":"eng","text":" Zusammenfassung. Die vorliegende Studie befasst sich mit der Übersetzung und Validierung des englischsprachigen Sport Emotion Questionnaire (SEQ; Jones et al., 2005 ), der vorwettbewerblichen Emotionen von Sporttreibenden misst. In einer ersten Teilstudie wurde mittels einer Hin-Rück-Übersetzung und des Bilingual-Retest-Verfahrens ( n = 32) eine deutsche Version des SEQ (SEQ-d) erzeugt. In Studie 2 (Tennisspieler/innen, n = 116) zeigte sich jedoch eine vom Original abweichende Faktorstruktur, woraufhin der SEQ-d als dreidimensionale Kurzskala entwickelt wurde. Diese wurde in Studie 3 (Läufern/innen, n = 271) validiert. Die Kurzskala besitzt einen akzeptablen Fit (CFI = .950, RMSEA = .069, SRMR = .063) und eine interne Konsistenz von α = .84 (negative Emotionen), α = .86 (positive Emotionen), α = .87 (Anspannung). Durch Korrelationen mit anderen Emotionsmerkmalen konnte die konvergente Validität bestätigt werden. Die Kriteriumsvalidität wurde anhand wettkampf- und personenbezogener Zusatzparameter untersucht (bspw. Alter, Wettkampferfahrung…). Mit der deutschsprachigen Version des SEQ liegt ein ökonomisches und validiertes Messinstrument zur Erfassung vorwettbewerblicher Emotionen vor. "}],"date_created":"2023-01-21T13:36:21Z","status":"public","volume":66,"keyword":["Clinical Psychology"],"publication":"Diagnostica","publisher":"Hogrefe Publishing Group","quality_controlled":"1","author":[{"last_name":"Wetzel","full_name":"Wetzel, Änne","first_name":"Änne"},{"first_name":"Matthias","full_name":"Weigelt, Matthias","last_name":"Weigelt","id":"36388"},{"id":"36716","last_name":"Klingsieck","full_name":"Klingsieck, Katrin Birte","first_name":"Katrin Birte"}]},{"language":[{"iso":"ger"}],"page":"246-257","citation":{"short":"Ä. Wetzel, M. Weigelt, K.B. Klingsieck, Diagnostica (2020) 246–257.","ieee":"Ä. Wetzel, M. Weigelt, and K. B. Klingsieck, “Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ),” Diagnostica, pp. 246–257, 2020, doi: 10.1026/0012-1924/a000255.","chicago":"Wetzel, Änne, Matthias Weigelt, and Katrin B. Klingsieck. “Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ).” Diagnostica, 2020, 246–57. https://doi.org/10.1026/0012-1924/a000255.","apa":"Wetzel, Ä., Weigelt, M., & Klingsieck, K. B. (2020). Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ). Diagnostica, 246–257. https://doi.org/10.1026/0012-1924/a000255","ama":"Wetzel Ä, Weigelt M, Klingsieck KB. Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ). Diagnostica. Published online 2020:246-257. doi:10.1026/0012-1924/a000255","bibtex":"@article{Wetzel_Weigelt_Klingsieck_2020, title={Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ)}, DOI={10.1026/0012-1924/a000255}, journal={Diagnostica}, author={Wetzel, Änne and Weigelt, Matthias and Klingsieck, Katrin B.}, year={2020}, pages={246–257} }","mla":"Wetzel, Änne, et al. “Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ).” Diagnostica, 2020, pp. 246–57, doi:10.1026/0012-1924/a000255."},"type":"journal_article","year":"2020","_id":"29112","date_updated":"2023-11-08T08:32:31Z","doi":"10.1026/0012-1924/a000255","department":[{"_id":"426"}],"publication":"Diagnostica","author":[{"last_name":"Wetzel","full_name":"Wetzel, Änne","first_name":"Änne"},{"id":"36388","last_name":"Weigelt","full_name":"Weigelt, Matthias","first_name":"Matthias"},{"last_name":"Klingsieck","id":"36716","first_name":"Katrin B.","full_name":"Klingsieck, Katrin B."}],"date_created":"2021-12-23T08:25:38Z","status":"public","publication_status":"published","publication_identifier":{"issn":["0012-1924","2190-622X"]},"abstract":[{"lang":"eng","text":" Zusammenfassung. Die vorliegende Studie befasst sich mit der Übersetzung und Validierung des englischsprachigen Sport Emotion Questionnaire (SEQ; Jones et al., 2005 ), der vorwettbewerblichen Emotionen von Sporttreibenden misst. In einer ersten Teilstudie wurde mittels einer Hin-Rück-Übersetzung und des Bilingual-Retest-Verfahrens ( n = 32) eine deutsche Version des SEQ (SEQ-d) erzeugt. In Studie 2 (Tennisspieler/innen, n = 116) zeigte sich jedoch eine vom Original abweichende Faktorstruktur, woraufhin der SEQ-d als dreidimensionale Kurzskala entwickelt wurde. Diese wurde in Studie 3 (Läufern/innen, n = 271) validiert. Die Kurzskala besitzt einen akzeptablen Fit (CFI = .950, RMSEA = .069, SRMR = .063) und eine interne Konsistenz von α = .84 (negative Emotionen), α = .86 (positive Emotionen), α = .87 (Anspannung). Durch Korrelationen mit anderen Emotionsmerkmalen konnte die konvergente Validität bestätigt werden. Die Kriteriumsvalidität wurde anhand wettkampf- und personenbezogener Zusatzparameter untersucht (bspw. Alter, Wettkampferfahrung…). Mit der deutschsprachigen Version des SEQ liegt ein ökonomisches und validiertes Messinstrument zur Erfassung vorwettbewerblicher Emotionen vor. "}],"user_id":"14931","title":"Übersetzung und Validierung einer deutschsprachigen Version des Sport Emotion Questionnaire (SEQ)"},{"citation":{"short":"K.B. Klingsieck, C. Golombek, HLZ – Herausforderung Lehrer*innenbildung 3 (2020) 655–672.","ieee":"K. B. Klingsieck and C. Golombek, “Schreibherausforderungen: Ins Schreiben kommen und im Schreiben bleiben –die Selbstregulation beim Schreiben wissenschaftlicher Texte in den Qualifizierungsphasen.,” HLZ – Herausforderung Lehrer*innenbildung, vol. 3, pp. 655–672, 2020, doi: 10.4119/HLZ-2499.","ama":"Klingsieck KB, Golombek C. Schreibherausforderungen: Ins Schreiben kommen und im Schreiben bleiben –die Selbstregulation beim Schreiben wissenschaftlicher Texte in den Qualifizierungsphasen. HLZ – Herausforderung Lehrer*innenbildung. 2020;3:655–672. doi:10.4119/HLZ-2499","apa":"Klingsieck, K. B., & Golombek, C. (2020). Schreibherausforderungen: Ins Schreiben kommen und im Schreiben bleiben –die Selbstregulation beim Schreiben wissenschaftlicher Texte in den Qualifizierungsphasen. HLZ – Herausforderung Lehrer*innenbildung, 3, 655–672. https://doi.org/10.4119/HLZ-2499","chicago":"Klingsieck, Katrin B., and Christiane Golombek. “Schreibherausforderungen: Ins Schreiben Kommen Und Im Schreiben Bleiben –Die Selbstregulation Beim Schreiben Wissenschaftlicher Texte in Den Qualifizierungsphasen.” HLZ – Herausforderung Lehrer*innenbildung 3 (2020): 655–672. https://doi.org/10.4119/HLZ-2499.","bibtex":"@article{Klingsieck_Golombek_2020, title={Schreibherausforderungen: Ins Schreiben kommen und im Schreiben bleiben –die Selbstregulation beim Schreiben wissenschaftlicher Texte in den Qualifizierungsphasen.}, volume={3}, DOI={10.4119/HLZ-2499}, journal={HLZ – Herausforderung Lehrer*innenbildung}, author={Klingsieck, Katrin B. and Golombek, Christiane}, year={2020}, pages={655–672} }","mla":"Klingsieck, Katrin B., and Christiane Golombek. “Schreibherausforderungen: Ins Schreiben Kommen Und Im Schreiben Bleiben –Die Selbstregulation Beim Schreiben Wissenschaftlicher Texte in Den Qualifizierungsphasen.” HLZ – Herausforderung Lehrer*innenbildung, vol. 3, 2020, pp. 655–672, doi:10.4119/HLZ-2499."},"year":"2020","type":"journal_article","page":"655–672","language":[{"iso":"eng"}],"date_updated":"2023-11-08T08:31:50Z","_id":"29109","intvolume":" 3","doi":"10.4119/HLZ-2499","author":[{"id":"36716","last_name":"Klingsieck","full_name":"Klingsieck, Katrin B.","first_name":"Katrin B."},{"last_name":"Golombek","full_name":"Golombek, Christiane","first_name":"Christiane"}],"publication":"HLZ – Herausforderung Lehrer*innenbildung","department":[{"_id":"426"}],"volume":3,"status":"public","date_created":"2021-12-23T08:24:13Z","abstract":[{"text":"Das Schreiben von wissenschaftlichen Texten ist mit einer Vielzahl von Herausforderungen verbunden, die die Bewältigung einer Schreibaufgabe häufig mühselig erscheinen lassen. Dieser Beitrag führt das wissenschaftliche Schreiben als eine Form des komplexen Problemlösens ein. Er betrachtet das wissenschaftliche Schreiben als ein rhetorisches Problem und zeigt auf, welche Ressourcen und Strategien im Rahmen des Schreibprozesses eingesetzt werden, um dieses Problem zu lösen. Der Fokus liegt dabei auf der Rolle der Selbstregulation beim wissenschaftlichen Schreiben. Aus prominenten Kompetenz- und Phasenmodellen des Schreibens abgeleitet, stellt der Beitrag grundlegende Strategien einer erfolgreichen Selbstregulation beim wissenschaftlichen Schreiben vor, die individuell eingesetzt werden können, um ins Schreiben zu kommen und im Schreiben zu bleiben.","lang":"eng"}],"title":"Schreibherausforderungen: Ins Schreiben kommen und im Schreiben bleiben –die Selbstregulation beim Schreiben wissenschaftlicher Texte in den Qualifizierungsphasen.","user_id":"14931"},{"language":[{"iso":"ger"}],"page":"83 - 91","citation":{"short":"H.M. Buhl, I. Scharlau, J. Patrzek, S. Hiller, K.B. Klingsieck, in: M. Krämer (Ed.), Psychologiedidaktik und Evaluation XIII, Shaker, Aachen, 2020, pp. 83–91.","ieee":"H. M. Buhl, I. Scharlau, J. Patrzek, S. Hiller, and K. B. Klingsieck, “Psychologie als Unterrichtsfach: Konzeption des Curriculums an der Universität Paderborn,” in Psychologiedidaktik und Evaluation XIII, M. Krämer, Ed. Aachen: Shaker, 2020, pp. 83–91.","chicago":"Buhl, Heike M., Ingrid Scharlau, Justine Patrzek, Sara Hiller, and Katrin B. Klingsieck. “Psychologie als Unterrichtsfach: Konzeption des Curriculums an der Universität Paderborn.” In Psychologiedidaktik und Evaluation XIII, edited by Michael Krämer, 83–91. Aachen: Shaker, 2020. https://doi.org/10.23668/PSYCHARCHIVES.4244.","apa":"Buhl, H. M., Scharlau, I., Patrzek, J., Hiller, S., & Klingsieck, K. B. (2020). Psychologie als Unterrichtsfach: Konzeption des Curriculums an der Universität Paderborn. In M. Krämer (Ed.), Psychologiedidaktik und Evaluation XIII (pp. 83–91). Shaker. https://doi.org/10.23668/PSYCHARCHIVES.4244","ama":"Buhl HM, Scharlau I, Patrzek J, Hiller S, Klingsieck KB. Psychologie als Unterrichtsfach: Konzeption des Curriculums an der Universität Paderborn. In: Krämer M, ed. Psychologiedidaktik und Evaluation XIII. Shaker; 2020:83-91. doi:10.23668/PSYCHARCHIVES.4244","mla":"Buhl, Heike M., et al. “Psychologie als Unterrichtsfach: Konzeption des Curriculums an der Universität Paderborn.” Psychologiedidaktik und Evaluation XIII, edited by Michael Krämer, Shaker, 2020, pp. 83–91, doi:10.23668/PSYCHARCHIVES.4244.","bibtex":"@inbook{Buhl_Scharlau_Patrzek_Hiller_Klingsieck_2020, place={Aachen}, title={Psychologie als Unterrichtsfach: Konzeption des Curriculums an der Universität Paderborn}, DOI={10.23668/PSYCHARCHIVES.4244}, booktitle={Psychologiedidaktik und Evaluation XIII}, publisher={Shaker}, author={Buhl, Heike M. and Scharlau, Ingrid and Patrzek, Justine and Hiller, Sara and Klingsieck, Katrin B.}, editor={Krämer, Michael}, year={2020}, pages={83–91} }"},"type":"book_chapter","year":"2020","date_updated":"2023-11-08T08:33:37Z","_id":"31660","doi":"10.23668/PSYCHARCHIVES.4244","keyword":["Unterrichtsfach Psychologie"],"publication":"Psychologiedidaktik und Evaluation XIII","department":[{"_id":"424"},{"_id":"426"}],"author":[{"id":"27152","last_name":"Buhl","full_name":"Buhl, Heike M.","first_name":"Heike M."},{"id":"451","last_name":"Scharlau","full_name":"Scharlau, Ingrid","orcid":"0000-0003-2364-9489","first_name":"Ingrid"},{"last_name":"Patrzek","id":"82463","first_name":"Justine","full_name":"Patrzek, Justine"},{"first_name":"Sara","full_name":"Hiller, Sara","last_name":"Hiller"},{"first_name":"Katrin B.","full_name":"Klingsieck, Katrin B.","last_name":"Klingsieck","id":"36716"}],"publisher":"Shaker","date_created":"2022-06-05T02:23:51Z","status":"public","publication_status":"published","editor":[{"full_name":"Krämer, Michael","first_name":"Michael","last_name":"Krämer"}],"place":"Aachen","user_id":"14931","title":"Psychologie als Unterrichtsfach: Konzeption des Curriculums an der Universität Paderborn"},{"user_id":"14931","title":"Measuring implemental delay in procrastination: Separating onset and sustained goal striving","status":"public","date_created":"2021-12-23T08:25:22Z","publication_identifier":{"issn":["0191-8869"]},"publication_status":"published","author":[{"last_name":"Svartdal","first_name":"Frode","full_name":"Svartdal, Frode"},{"id":"36716","last_name":"Klingsieck","full_name":"Klingsieck, Katrin B.","first_name":"Katrin B."},{"last_name":"Steel","first_name":"Piers","full_name":"Steel, Piers"},{"first_name":"Thor","full_name":"Gamst-Klaussen, Thor","last_name":"Gamst-Klaussen"}],"department":[{"_id":"426"}],"publication":"Personality and Individual Differences","article_number":"109762","doi":"10.1016/j.paid.2019.109762","date_updated":"2023-11-08T08:35:04Z","_id":"29111","language":[{"iso":"eng"}],"type":"journal_article","citation":{"ieee":"F. Svartdal, K. B. Klingsieck, P. Steel, and T. Gamst-Klaussen, “Measuring implemental delay in procrastination: Separating onset and sustained goal striving,” Personality and Individual Differences, Art. no. 109762, 2020, doi: 10.1016/j.paid.2019.109762.","short":"F. Svartdal, K.B. Klingsieck, P. Steel, T. Gamst-Klaussen, Personality and Individual Differences (2020).","mla":"Svartdal, Frode, et al. “Measuring Implemental Delay in Procrastination: Separating Onset and Sustained Goal Striving.” Personality and Individual Differences, 109762, 2020, doi:10.1016/j.paid.2019.109762.","bibtex":"@article{Svartdal_Klingsieck_Steel_Gamst-Klaussen_2020, title={Measuring implemental delay in procrastination: Separating onset and sustained goal striving}, DOI={10.1016/j.paid.2019.109762}, number={109762}, journal={Personality and Individual Differences}, author={Svartdal, Frode and Klingsieck, Katrin B. and Steel, Piers and Gamst-Klaussen, Thor}, year={2020} }","chicago":"Svartdal, Frode, Katrin B. Klingsieck, Piers Steel, and Thor Gamst-Klaussen. “Measuring Implemental Delay in Procrastination: Separating Onset and Sustained Goal Striving.” Personality and Individual Differences, 2020. https://doi.org/10.1016/j.paid.2019.109762.","apa":"Svartdal, F., Klingsieck, K. B., Steel, P., & Gamst-Klaussen, T. (2020). Measuring implemental delay in procrastination: Separating onset and sustained goal striving. Personality and Individual Differences, Article 109762. https://doi.org/10.1016/j.paid.2019.109762","ama":"Svartdal F, Klingsieck KB, Steel P, Gamst-Klaussen T. Measuring implemental delay in procrastination: Separating onset and sustained goal striving. Personality and Individual Differences. Published online 2020. doi:10.1016/j.paid.2019.109762"},"year":"2020"},{"user_id":"14931","title":"How Study Environments Foster Academic Procrastination: Overview and Recommendations","department":[{"_id":"426"}],"publication":"Frontiers in Psychology","author":[{"last_name":"Svartdal","first_name":"Frode","full_name":"Svartdal, Frode"},{"full_name":"Dahl, Tove I.","first_name":"Tove I.","last_name":"Dahl"},{"first_name":"Thor","full_name":"Gamst-Klaussen, Thor","last_name":"Gamst-Klaussen"},{"last_name":"Koppenborg","first_name":"Markus","full_name":"Koppenborg, Markus"},{"first_name":"Katrin B.","full_name":"Klingsieck, Katrin B.","last_name":"Klingsieck","id":"36716"}],"date_created":"2021-12-23T08:24:43Z","status":"public","publication_identifier":{"issn":["1664-1078"]},"publication_status":"published","date_updated":"2023-11-08T08:32:10Z","_id":"29110","doi":"10.3389/fpsyg.2020.540910","language":[{"iso":"eng"}],"citation":{"bibtex":"@article{Svartdal_Dahl_Gamst-Klaussen_Koppenborg_Klingsieck_2020, title={How Study Environments Foster Academic Procrastination: Overview and Recommendations}, DOI={10.3389/fpsyg.2020.540910}, journal={Frontiers in Psychology}, author={Svartdal, Frode and Dahl, Tove I. and Gamst-Klaussen, Thor and Koppenborg, Markus and Klingsieck, Katrin B.}, year={2020} }","mla":"Svartdal, Frode, et al. “How Study Environments Foster Academic Procrastination: Overview and Recommendations.” Frontiers in Psychology, 2020, doi:10.3389/fpsyg.2020.540910.","chicago":"Svartdal, Frode, Tove I. Dahl, Thor Gamst-Klaussen, Markus Koppenborg, and Katrin B. Klingsieck. “How Study Environments Foster Academic Procrastination: Overview and Recommendations.” Frontiers in Psychology, 2020. https://doi.org/10.3389/fpsyg.2020.540910.","apa":"Svartdal, F., Dahl, T. I., Gamst-Klaussen, T., Koppenborg, M., & Klingsieck, K. B. (2020). How Study Environments Foster Academic Procrastination: Overview and Recommendations. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2020.540910","ama":"Svartdal F, Dahl TI, Gamst-Klaussen T, Koppenborg M, Klingsieck KB. How Study Environments Foster Academic Procrastination: Overview and Recommendations. Frontiers in Psychology. Published online 2020. doi:10.3389/fpsyg.2020.540910","ieee":"F. Svartdal, T. I. Dahl, T. Gamst-Klaussen, M. Koppenborg, and K. B. Klingsieck, “How Study Environments Foster Academic Procrastination: Overview and Recommendations,” Frontiers in Psychology, 2020, doi: 10.3389/fpsyg.2020.540910.","short":"F. Svartdal, T.I. Dahl, T. Gamst-Klaussen, M. Koppenborg, K.B. Klingsieck, Frontiers in Psychology (2020)."},"year":"2020","type":"journal_article"},{"extern":"1","related_material":{"link":[{"relation":"confirmation","url":"https://www.academia.edu/51162467/The_Question_of_the_Being_of_the_Entities_An_Unknown_Husserlian_Response_to_Heidegger"}]},"user_id":"59882","title":"Die angebliche Frage nach dem ‘Sein des Seienden’: An Unknown Husserlian Response to Heidegger’s ‘Question of Being’","publication":"Transcending Reason. Heidegger on Rationality,","department":[{"_id":"813"}],"author":[{"id":"55271","last_name":"Luft","full_name":"Luft, Sebastian","first_name":"Sebastian"},{"full_name":"Janes, Jered","first_name":"Jered","last_name":"Janes"}],"date_created":"2023-11-14T09:16:59Z","status":"public","editor":[{"last_name":"Burch","first_name":"M","full_name":"Burch, M"},{"first_name":"I","full_name":"McMullin, I","last_name":"McMullin"}],"date_updated":"2023-11-14T11:37:25Z","_id":"48813","language":[{"iso":"eng"}],"page":"237-258","year":"2020","citation":{"short":"S. Luft, J. Janes, in: M. Burch, I. McMullin (Eds.), Transcending Reason. Heidegger on Rationality, 2020, pp. 237–258.","ieee":"S. Luft and J. Janes, “Die angebliche Frage nach dem ‘Sein des Seienden’: An Unknown Husserlian Response to Heidegger’s ‘Question of Being,’” in Transcending Reason. Heidegger on Rationality, M. Burch and I. McMullin, Eds. 2020, pp. 237–258.","chicago":"Luft, Sebastian, and Jered Janes. “Die Angebliche Frage Nach Dem ‘Sein Des Seienden’: An Unknown Husserlian Response to Heidegger’s ‘Question of Being.’” In Transcending Reason. Heidegger on Rationality, edited by M Burch and I McMullin, 237–58, 2020.","apa":"Luft, S., & Janes, J. (2020). Die angebliche Frage nach dem ‘Sein des Seienden’: An Unknown Husserlian Response to Heidegger’s ‘Question of Being.’ In M. Burch & I. McMullin (Eds.), Transcending Reason. Heidegger on Rationality, (pp. 237–258).","ama":"Luft S, Janes J. Die angebliche Frage nach dem ‘Sein des Seienden’: An Unknown Husserlian Response to Heidegger’s ‘Question of Being.’ In: Burch M, McMullin I, eds. Transcending Reason. Heidegger on Rationality,. ; 2020:237-258.","mla":"Luft, Sebastian, and Jered Janes. “Die Angebliche Frage Nach Dem ‘Sein Des Seienden’: An Unknown Husserlian Response to Heidegger’s ‘Question of Being.’” Transcending Reason. Heidegger on Rationality, edited by M Burch and I McMullin, 2020, pp. 237–58.","bibtex":"@inbook{Luft_Janes_2020, title={Die angebliche Frage nach dem ‘Sein des Seienden’: An Unknown Husserlian Response to Heidegger’s ‘Question of Being’}, booktitle={Transcending Reason. Heidegger on Rationality,}, author={Luft, Sebastian and Janes, Jered}, editor={Burch, M and McMullin, I}, year={2020}, pages={237–258} }"},"type":"book_chapter"},{"_id":"48912","date_updated":"2023-11-15T08:57:36Z","language":[{"iso":"ger"}],"year":"2020","citation":{"ama":"Daniel-Söltenfuß D. Geschlecht als pädagogische Herausforderung?! Eusl; 2020.","apa":"Daniel-Söltenfuß, D. (2020). Geschlecht als pädagogische Herausforderung?! Eusl.","chicago":"Daniel-Söltenfuß, Desiree. Geschlecht als pädagogische Herausforderung?! Detmold: Eusl, 2020.","mla":"Daniel-Söltenfuß, Desiree. Geschlecht als pädagogische Herausforderung?! Eusl, 2020.","bibtex":"@book{Daniel-Söltenfuß_2020, place={Detmold}, title={Geschlecht als pädagogische Herausforderung?!}, publisher={Eusl}, author={Daniel-Söltenfuß, Desiree}, year={2020} }","short":"D. Daniel-Söltenfuß, Geschlecht als pädagogische Herausforderung?!, Eusl, Detmold, 2020.","ieee":"D. Daniel-Söltenfuß, Geschlecht als pädagogische Herausforderung?! Detmold: Eusl, 2020."},"type":"book","page":"392","user_id":"10186","title":"Geschlecht als pädagogische Herausforderung?!","place":"Detmold","status":"public","date_created":"2023-11-15T08:56:12Z","alternative_title":["Eine diskursanalytische Studie über den wissenschaftlichen Diskus zu der Frage der Bedeutung von Geschlecht für das Lehren und Lernen in der Schule"],"publication_identifier":{"isbn":["978-3-948719-03-6"]},"publication_status":"published","publisher":"Eusl","author":[{"first_name":"Desiree","full_name":"Daniel-Söltenfuß, Desiree","last_name":"Daniel-Söltenfuß","id":"10186"}]},{"year":"2020","citation":{"chicago":"Kinoshita, Keisuke, Thilo von Neumann, Marc Delcroix, Tomohiro Nakatani, and Reinhold Haeb-Umbach. “Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and Its Application to Speaker Stream Separation.” In Proc. Interspeech 2020, 2652–56, 2020. https://doi.org/10.21437/Interspeech.2020-2388.","ama":"Kinoshita K, von Neumann T, Delcroix M, Nakatani T, Haeb-Umbach R. Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation. In: Proc. Interspeech 2020. ; 2020:2652-2656. doi:10.21437/Interspeech.2020-2388","apa":"Kinoshita, K., von Neumann, T., Delcroix, M., Nakatani, T., & Haeb-Umbach, R. (2020). Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation. Proc. Interspeech 2020, 2652–2656. https://doi.org/10.21437/Interspeech.2020-2388","mla":"Kinoshita, Keisuke, et al. “Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and Its Application to Speaker Stream Separation.” Proc. Interspeech 2020, 2020, pp. 2652–56, doi:10.21437/Interspeech.2020-2388.","bibtex":"@inproceedings{Kinoshita_von Neumann_Delcroix_Nakatani_Haeb-Umbach_2020, title={Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation}, DOI={10.21437/Interspeech.2020-2388}, booktitle={Proc. Interspeech 2020}, author={Kinoshita, Keisuke and von Neumann, Thilo and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold}, year={2020}, pages={2652–2656} }","short":"K. Kinoshita, T. von Neumann, M. Delcroix, T. Nakatani, R. Haeb-Umbach, in: Proc. Interspeech 2020, 2020, pp. 2652–2656.","ieee":"K. Kinoshita, T. von Neumann, M. Delcroix, T. Nakatani, and R. Haeb-Umbach, “Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation,” in Proc. Interspeech 2020, 2020, pp. 2652–2656, doi: 10.21437/Interspeech.2020-2388."},"type":"conference","page":"2652-2656","_id":"20766","status":"public","has_accepted_license":"1","date_created":"2020-12-16T14:15:24Z","author":[{"last_name":"Kinoshita","first_name":"Keisuke","full_name":"Kinoshita, Keisuke"},{"first_name":"Thilo","full_name":"von Neumann, Thilo","orcid":"https://orcid.org/0000-0002-7717-8670","last_name":"von Neumann","id":"49870"},{"first_name":"Marc","full_name":"Delcroix, Marc","last_name":"Delcroix"},{"first_name":"Tomohiro","full_name":"Nakatani, Tomohiro","last_name":"Nakatani"},{"full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","id":"242","last_name":"Haeb-Umbach"}],"quality_controlled":"1","publication":"Proc. Interspeech 2020","file_date_updated":"2020-12-16T14:16:32Z","file":[{"access_level":"open_access","file_name":"INTERSPEECH_2020_vonNeumann1_Paper.pdf","date_created":"2020-12-16T14:16:32Z","date_updated":"2020-12-16T14:16:32Z","content_type":"application/pdf","relation":"main_file","file_size":1725219,"creator":"huesera","file_id":"20767"}],"ddc":["000"],"user_id":"49870","abstract":[{"text":"Recently, the source separation performance was greatly improved by time-domain audio source separation based on dual-path recurrent neural network (DPRNN). DPRNN is a simple but effective model for a long sequential data. While DPRNN is quite efficient in modeling a sequential data of the length of an utterance, i.e., about 5 to 10 second data, it is harder to apply it to longer sequences such as whole conversations consisting of multiple utterances. It is simply because, in such a case, the number of time steps consumed by its internal module called inter-chunk RNN becomes extremely large. To mitigate this problem, this paper proposes a multi-path RNN (MPRNN), a generalized version of DPRNN, that models the input data in a hierarchical manner. In the MPRNN framework, the input data is represented at several (>_ 3) time-resolutions, each of which is modeled by a specific RNN sub-module. For example, the RNN sub-module that deals with the finest resolution may model temporal relationship only within a phoneme, while the RNN sub-module handling the most coarse resolution may capture only the relationship between utterances such as speaker information. We perform experiments using simulated dialogue-like mixtures and show that MPRNN has greater model capacity, and it outperforms the current state-of-the-art DPRNN framework especially in online processing scenarios.","lang":"eng"}],"language":[{"iso":"eng"}],"doi":"10.21437/Interspeech.2020-2388","oa":"1","date_updated":"2023-11-15T12:14:25Z","department":[{"_id":"54"}],"title":"Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation"},{"status":"public","date_created":"2021-08-24T10:08:32Z","volume":45,"author":[{"id":"47565","last_name":"Gräßler","orcid":"0000-0001-5765-971X","full_name":"Gräßler, Iris","first_name":"Iris"},{"full_name":"Roesmann, Daniel","first_name":"Daniel","id":"54680","last_name":"Roesmann"},{"id":"405","last_name":"Pottebaum","full_name":"Pottebaum, Jens","orcid":"http://orcid.org/0000-0001-8778-2989","first_name":"Jens"}],"publisher":"Elsevier ","quality_controlled":"1","department":[{"_id":"152"}],"publication":"Procedia Manufacturing - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 16. - 17. Apr. 2020","user_id":"405","title":"Traceable learning effects by use of digital adaptive assistance in production","place":"Graz, Austria","language":[{"iso":"eng"}],"type":"conference","citation":{"mla":"Gräßler, Iris, et al. “Traceable Learning Effects by Use of Digital Adaptive Assistance in Production.” Procedia Manufacturing - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 16. - 17. Apr. 2020, vol. 45, Elsevier , 2020, pp. 479–84, doi:doi: 10.1016/j.promfg.2020.04.058.","bibtex":"@inproceedings{Gräßler_Roesmann_Pottebaum_2020, place={Graz, Austria}, title={Traceable learning effects by use of digital adaptive assistance in production}, volume={45}, DOI={doi: 10.1016/j.promfg.2020.04.058}, booktitle={Procedia Manufacturing - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 16. - 17. Apr. 2020}, publisher={Elsevier }, author={Gräßler, Iris and Roesmann, Daniel and Pottebaum, Jens}, year={2020}, pages={479–484} }","apa":"Gräßler, I., Roesmann, D., & Pottebaum, J. (2020). Traceable learning effects by use of digital adaptive assistance in production. Procedia Manufacturing - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 16. - 17. Apr. 2020, 45, 479–484. https://doi.org/doi: 10.1016/j.promfg.2020.04.058","ama":"Gräßler I, Roesmann D, Pottebaum J. Traceable learning effects by use of digital adaptive assistance in production. In: Procedia Manufacturing - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 16. - 17. Apr. 2020. Vol 45. Elsevier ; 2020:479-484. doi:doi: 10.1016/j.promfg.2020.04.058","chicago":"Gräßler, Iris, Daniel Roesmann, and Jens Pottebaum. “Traceable Learning Effects by Use of Digital Adaptive Assistance in Production.” In Procedia Manufacturing - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 16. - 17. Apr. 2020, 45:479–84. Graz, Austria: Elsevier , 2020. https://doi.org/doi: 10.1016/j.promfg.2020.04.058.","ieee":"I. Gräßler, D. Roesmann, and J. Pottebaum, “Traceable learning effects by use of digital adaptive assistance in production,” in Procedia Manufacturing - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 16. - 17. Apr. 2020, 2020, vol. 45, pp. 479–484, doi: doi: 10.1016/j.promfg.2020.04.058.","short":"I. Gräßler, D. Roesmann, J. Pottebaum, in: Procedia Manufacturing - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 16. - 17. Apr. 2020, Elsevier , Graz, Austria, 2020, pp. 479–484."},"year":"2020","page":"479-484","doi":"doi: 10.1016/j.promfg.2020.04.058","_id":"23518","intvolume":" 45","date_updated":"2023-11-16T09:22:14Z"},{"title":"Innovation management and strategic planning of innovative self-preparednes and self-Protection services","user_id":"405","publication_identifier":{"unknown":["ISBN 978-952-335-466-1"]},"date_created":"2021-08-24T09:48:06Z","status":"public","department":[{"_id":"152"}],"publication":"ISPIM Conference Proceedings; 7. - 10. Jun. 2020","quality_controlled":"1","publisher":"International Society for Professional Innovation Management (ISPIM)","author":[{"first_name":"Iris","orcid":"0000-0001-5765-971X","full_name":"Gräßler, Iris","last_name":"Gräßler","id":"47565"},{"first_name":"Jens","full_name":"Pottebaum, Jens","orcid":"http://orcid.org/0000-0001-8778-2989","last_name":"Pottebaum","id":"405"},{"last_name":"Scholle","full_name":"Scholle, Philipp","first_name":"Philipp"},{"full_name":"Thiele, Henrik","first_name":"Henrik","id":"33419","last_name":"Thiele"}],"_id":"23513","date_updated":"2023-11-16T09:21:58Z","page":"1-9","type":"conference","year":"2020","citation":{"ieee":"I. Gräßler, J. Pottebaum, P. Scholle, and H. Thiele, “Innovation management and strategic planning of innovative self-preparednes and self-Protection services,” in ISPIM Conference Proceedings; 7. - 10. Jun. 2020, 2020, pp. 1–9.","short":"I. Gräßler, J. Pottebaum, P. Scholle, H. Thiele, in: ISPIM Conference Proceedings; 7. - 10. Jun. 2020, International Society for Professional Innovation Management (ISPIM), 2020, pp. 1–9.","bibtex":"@inproceedings{Gräßler_Pottebaum_Scholle_Thiele_2020, title={Innovation management and strategic planning of innovative self-preparednes and self-Protection services}, booktitle={ISPIM Conference Proceedings; 7. - 10. Jun. 2020}, publisher={International Society for Professional Innovation Management (ISPIM)}, author={Gräßler, Iris and Pottebaum, Jens and Scholle, Philipp and Thiele, Henrik}, year={2020}, pages={1–9} }","mla":"Gräßler, Iris, et al. “Innovation Management and Strategic Planning of Innovative Self-Preparednes and Self-Protection Services.” ISPIM Conference Proceedings; 7. - 10. Jun. 2020, International Society for Professional Innovation Management (ISPIM), 2020, pp. 1–9.","chicago":"Gräßler, Iris, Jens Pottebaum, Philipp Scholle, and Henrik Thiele. “Innovation Management and Strategic Planning of Innovative Self-Preparednes and Self-Protection Services.” In ISPIM Conference Proceedings; 7. - 10. Jun. 2020, 1–9. International Society for Professional Innovation Management (ISPIM), 2020.","ama":"Gräßler I, Pottebaum J, Scholle P, Thiele H. Innovation management and strategic planning of innovative self-preparednes and self-Protection services. In: ISPIM Conference Proceedings; 7. - 10. Jun. 2020. International Society for Professional Innovation Management (ISPIM); 2020:1-9.","apa":"Gräßler, I., Pottebaum, J., Scholle, P., & Thiele, H. (2020). Innovation management and strategic planning of innovative self-preparednes and self-Protection services. ISPIM Conference Proceedings; 7. - 10. Jun. 2020, 1–9."},"language":[{"iso":"eng"}],"main_file_link":[{"url":"https://engrxiv.org/d25w4/"}]},{"title":"Diskriminierung begegnen – Vielfalt gestalten : Veranstaltungsreihe von und für Studierende und Interessierte","user_id":"95412","extern":"1","place":"Jena [online]","publication_status":"published","date_created":"2023-11-16T06:58:16Z","status":"public","department":[{"_id":"468"}],"publisher":"Friedrich-Schiller-Universität","author":[{"first_name":"Alexandra","full_name":"Treder, Alexandra","last_name":"Treder","id":"95412"}],"oa":"1","date_updated":"2023-11-16T09:19:35Z","_id":"48940","citation":{"short":"A. Treder, Diskriminierung begegnen – Vielfalt gestalten : Veranstaltungsreihe von und für Studierende und Interessierte, Friedrich-Schiller-Universität, Jena [online], 2020.","ieee":"A. Treder, Diskriminierung begegnen – Vielfalt gestalten : Veranstaltungsreihe von und für Studierende und Interessierte. Jena [online]: Friedrich-Schiller-Universität, 2020.","apa":"Treder, A. (2020). Diskriminierung begegnen – Vielfalt gestalten : Veranstaltungsreihe von und für Studierende und Interessierte. Friedrich-Schiller-Universität.","ama":"Treder A. Diskriminierung begegnen – Vielfalt gestalten : Veranstaltungsreihe von und für Studierende und Interessierte. Friedrich-Schiller-Universität; 2020.","chicago":"Treder, Alexandra. Diskriminierung begegnen – Vielfalt gestalten : Veranstaltungsreihe von und für Studierende und Interessierte. DIES LEGENDI 2020. Jena [online]: Friedrich-Schiller-Universität, 2020.","mla":"Treder, Alexandra. Diskriminierung begegnen – Vielfalt gestalten : Veranstaltungsreihe von und für Studierende und Interessierte. Friedrich-Schiller-Universität, 2020.","bibtex":"@book{Treder_2020, place={Jena [online]}, series={DIES LEGENDI 2020}, title={Diskriminierung begegnen – Vielfalt gestalten : Veranstaltungsreihe von und für Studierende und Interessierte}, publisher={Friedrich-Schiller-Universität}, author={Treder, Alexandra}, year={2020}, collection={DIES LEGENDI 2020} }"},"type":"misc","year":"2020","language":[{"iso":"ger"}],"main_file_link":[{"url":"https://www.db-thueringen.de/receive/dbt_mods_00046765","open_access":"1"}],"series_title":"DIES LEGENDI 2020"},{"author":[{"last_name":"Gräßler","id":"47565","first_name":"Iris","orcid":"0000-0001-5765-971X","full_name":"Gräßler, Iris"},{"id":"59256","last_name":"Bodden","orcid":"0000-0003-3470-3647","full_name":"Bodden, Eric","first_name":"Eric"},{"orcid":"http://orcid.org/0000-0001-8778-2989","full_name":"Pottebaum, Jens","first_name":"Jens","id":"405","last_name":"Pottebaum"},{"full_name":"Geismann, Johannes","orcid":"https://orcid.org/0000-0003-2015-2047","first_name":"Johannes","id":"20063","last_name":"Geismann"},{"last_name":"Roesmann","id":"54680","first_name":"Daniel","full_name":"Roesmann, Daniel"}],"quality_controlled":"1","publisher":"Springer International Publishing","publication":"Advanced, Contemporary Control, Advances in Intelligent Systems and Computing","department":[{"_id":"152"}],"volume":1196,"status":"public","date_created":"2021-08-25T12:33:43Z","abstract":[{"text":"Faults in the realization and usage of cyber-physical systems can cause significant security issues. Attackers might exploit vulnerabilities in the physical configurations, control systems, or accessibility through internet connections. For CPS, two challenges are combined: Firstly, discipline-specific security measures should be applied. Secondly, new measures have to be created to cover interdisciplinary impacts. For instance, faulty software configurations in cyber-physical production systems (CPPS) might allow attackers to manipulate the correct control of production processes impacting the quality of end products. From liability and publicity perspective, a worst-case scenario is that such a corrupted product is delivered to a customer. In this context, security-oriented fault-tolerance in Systems Engineering (SE) requires measures to evaluate interdisciplinary system designs with regard to potential scenarios of attacks. The paper at hand contributes a conceptual threat modelling approach to cover potential attack scenarios. The approach can be used to derive both system-level and discipline-specific security solutions. As an application case, issues are focused on which attackers intend to exploit vulnerabilities in a CPPS. The goal is to support systems engineers in verification and validation tasks regarding security-oriented fault-tolerance.","lang":"eng"}],"title":"Security-Oriented Fault-Tolerance in Systems Engineering: A Conceptual Threat Modelling Approach for Cyber-Physical Production Systems","user_id":"405","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-030-50936-1_121"}],"type":"conference","year":"2020","citation":{"ieee":"I. Gräßler, E. Bodden, J. Pottebaum, J. Geismann, and D. Roesmann, “Security-Oriented Fault-Tolerance in Systems Engineering: A Conceptual Threat Modelling Approach for Cyber-Physical Production Systems,” in Advanced, Contemporary Control, Advances in Intelligent Systems and Computing, 2020, vol. 1196, pp. 1458–1469.","short":"I. Gräßler, E. Bodden, J. Pottebaum, J. Geismann, D. Roesmann, in: Advanced, Contemporary Control, Advances in Intelligent Systems and Computing, Springer International Publishing, 2020, pp. 1458–1469.","mla":"Gräßler, Iris, et al. “Security-Oriented Fault-Tolerance in Systems Engineering: A Conceptual Threat Modelling Approach for Cyber-Physical Production Systems.” Advanced, Contemporary Control, Advances in Intelligent Systems and Computing, vol. 1196, Springer International Publishing, 2020, pp. 1458–69.","bibtex":"@inproceedings{Gräßler_Bodden_Pottebaum_Geismann_Roesmann_2020, title={Security-Oriented Fault-Tolerance in Systems Engineering: A Conceptual Threat Modelling Approach for Cyber-Physical Production Systems}, volume={1196}, booktitle={Advanced, Contemporary Control, Advances in Intelligent Systems and Computing}, publisher={Springer International Publishing}, author={Gräßler, Iris and Bodden, Eric and Pottebaum, Jens and Geismann, Johannes and Roesmann, Daniel}, year={2020}, pages={1458–1469} }","ama":"Gräßler I, Bodden E, Pottebaum J, Geismann J, Roesmann D. Security-Oriented Fault-Tolerance in Systems Engineering: A Conceptual Threat Modelling Approach for Cyber-Physical Production Systems. In: Advanced, Contemporary Control, Advances in Intelligent Systems and Computing. Vol 1196. Springer International Publishing; 2020:1458-1469.","apa":"Gräßler, I., Bodden, E., Pottebaum, J., Geismann, J., & Roesmann, D. (2020). Security-Oriented Fault-Tolerance in Systems Engineering: A Conceptual Threat Modelling Approach for Cyber-Physical Production Systems. Advanced, Contemporary Control, Advances in Intelligent Systems and Computing, 1196, 1458–1469.","chicago":"Gräßler, Iris, Eric Bodden, Jens Pottebaum, Johannes Geismann, and Daniel Roesmann. “Security-Oriented Fault-Tolerance in Systems Engineering: A Conceptual Threat Modelling Approach for Cyber-Physical Production Systems.” In Advanced, Contemporary Control, Advances in Intelligent Systems and Computing, 1196:1458–69. Springer International Publishing, 2020."},"page":"1458-1469","language":[{"iso":"eng"}],"_id":"23521","date_updated":"2023-11-16T09:22:50Z","intvolume":" 1196"},{"type":"journal_article","year":"2020","citation":{"bibtex":"@article{Gräßler_Pottebaum_2020, title={Immersive Abstraction: A new Morphology of Intuitive Interaction with System Models}, volume={Band 1}, DOI={10.1017/dsd.2020.158}, journal={Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt. 2020}, publisher={Cambridge University Press}, author={Gräßler, Iris and Pottebaum, Jens}, year={2020}, pages={1295–1304} }","mla":"Gräßler, Iris, and Jens Pottebaum. “Immersive Abstraction: A New Morphology of Intuitive Interaction with System Models.” Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt. 2020, vol. Band 1, Cambridge University Press, 2020, pp. 1295–304, doi:10.1017/dsd.2020.158.","chicago":"Gräßler, Iris, and Jens Pottebaum. “Immersive Abstraction: A New Morphology of Intuitive Interaction with System Models.” Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt. 2020 Band 1 (2020): 1295–1304. https://doi.org/10.1017/dsd.2020.158.","apa":"Gräßler, I., & Pottebaum, J. (2020). Immersive Abstraction: A new Morphology of Intuitive Interaction with System Models. Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt. 2020, Band 1, 1295–1304. https://doi.org/10.1017/dsd.2020.158","ama":"Gräßler I, Pottebaum J. Immersive Abstraction: A new Morphology of Intuitive Interaction with System Models. Proceedings of the Design Society: DESIGN Conference; 26 - 29 Okt 2020. 2020;Band 1:1295-1304. doi:10.1017/dsd.2020.158","ieee":"I. Gräßler and J. Pottebaum, “Immersive Abstraction: A new Morphology of Intuitive Interaction with System Models,” Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt. 2020, vol. Band 1, pp. 1295–1304, 2020, doi: 10.1017/dsd.2020.158.","short":"I. Gräßler, J. Pottebaum, Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt. 2020 Band 1 (2020) 1295–1304."},"page":"1295-1304","_id":"23468","publisher":"Cambridge University Press","quality_controlled":"1","author":[{"first_name":"Iris","orcid":"0000-0001-5765-971X","full_name":"Gräßler, Iris","last_name":"Gräßler","id":"47565"},{"id":"405","last_name":"Pottebaum","full_name":"Pottebaum, Jens","orcid":"http://orcid.org/0000-0001-8778-2989","first_name":"Jens"}],"publication":"Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt. 2020","status":"public","date_created":"2021-08-23T12:37:24Z","volume":"Band 1","abstract":[{"lang":"eng","text":"AbstractThe value of models is well recognised in product and systems engineering. Modelling languages and diagrams are used to capture mental models and to handle model complexity. Literature research indicates that there are only very few approaches to utilise the potential of virtual and augmented reality for supporting tasks in model based (systems) engineering. The paper at hand contributes a new morphology of intuitive interaction for Immersive Abstraction as a holistic approach to extend that coverage. It presents a holistic framework to categorise solutions and future research directions."}],"user_id":"405","language":[{"iso":"eng"}],"date_updated":"2023-11-16T09:24:11Z","doi":"10.1017/dsd.2020.158","department":[{"_id":"152"}],"publication_status":"published","publication_identifier":{"issn":["2633-7762"]},"title":"Immersive Abstraction: A new Morphology of Intuitive Interaction with System Models"},{"page":"B.6.4","type":"conference","year":"2020","citation":{"short":"I. Gräßler, D. Roesmann, J. Pottebaum, in: Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, Gesellschaft für Arbeitswissenschaft e. V., Dortmund, Berlin, 2020, p. B.6.4.","ieee":"I. Gräßler, D. Roesmann, and J. Pottebaum, “Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen,” in Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, 2020, p. B.6.4.","chicago":"Gräßler, Iris, Daniel Roesmann, and Jens Pottebaum. “Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen.” In Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, B.6.4. Berlin: Gesellschaft für Arbeitswissenschaft e. V., Dortmund, 2020.","ama":"Gräßler I, Roesmann D, Pottebaum J. Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen. In: Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020. Gesellschaft für Arbeitswissenschaft e. V., Dortmund; 2020:B.6.4.","apa":"Gräßler, I., Roesmann, D., & Pottebaum, J. (2020). Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen. Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, B.6.4.","mla":"Gräßler, Iris, et al. “Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen.” Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, Gesellschaft für Arbeitswissenschaft e. V., Dortmund, 2020, p. B.6.4.","bibtex":"@inproceedings{Gräßler_Roesmann_Pottebaum_2020, place={Berlin}, title={Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen}, booktitle={Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020}, publisher={Gesellschaft für Arbeitswissenschaft e. V., Dortmund}, author={Gräßler, Iris and Roesmann, Daniel and Pottebaum, Jens}, year={2020}, pages={B.6.4} }"},"language":[{"iso":"ger"}],"_id":"23520","date_updated":"2023-11-16T09:22:38Z","publication_identifier":{"isbn":["978-3-936804-27-0"]},"date_created":"2021-08-25T12:28:20Z","status":"public","publication":"Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020","department":[{"_id":"152"}],"author":[{"full_name":"Gräßler, Iris","orcid":"0000-0001-5765-971X","first_name":"Iris","id":"47565","last_name":"Gräßler"},{"first_name":"Daniel","full_name":"Roesmann, Daniel","last_name":"Roesmann","id":"54680"},{"orcid":"http://orcid.org/0000-0001-8778-2989","full_name":"Pottebaum, Jens","first_name":"Jens","id":"405","last_name":"Pottebaum"}],"quality_controlled":"1","publisher":"Gesellschaft für Arbeitswissenschaft e. V., Dortmund","title":"Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen","user_id":"405","place":"Berlin"},{"date_updated":"2023-11-16T09:22:27Z","_id":"23519","language":[{"iso":"ger"}],"year":"2020","type":"conference","citation":{"short":"I. Gräßler, J. Pottebaum, P. Taplick, D. Roesmann, M. Kamann, in: Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, Gesellschaft für Arbeitswissenschaft e. V., Dortmund, Berlin, 2020, p. B.2.2.","ieee":"I. Gräßler, J. Pottebaum, P. Taplick, D. Roesmann, and M. Kamann, “Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung,” in Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, 2020, p. B.2.2.","chicago":"Gräßler, Iris, Jens Pottebaum, Patrick Taplick, Daniel Roesmann, and Markus Kamann. “Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung.” In Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, B.2.2. Berlin: Gesellschaft für Arbeitswissenschaft e. V., Dortmund, 2020.","ama":"Gräßler I, Pottebaum J, Taplick P, Roesmann D, Kamann M. Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung. In: Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020. Gesellschaft für Arbeitswissenschaft e. V., Dortmund; 2020:B.2.2.","apa":"Gräßler, I., Pottebaum, J., Taplick, P., Roesmann, D., & Kamann, M. (2020). Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung. Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, B.2.2.","bibtex":"@inproceedings{Gräßler_Pottebaum_Taplick_Roesmann_Kamann_2020, place={Berlin}, title={Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung}, booktitle={Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020}, publisher={Gesellschaft für Arbeitswissenschaft e. V., Dortmund}, author={Gräßler, Iris and Pottebaum, Jens and Taplick, Patrick and Roesmann, Daniel and Kamann, Markus}, year={2020}, pages={B.2.2} }","mla":"Gräßler, Iris, et al. “Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung.” Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, Gesellschaft für Arbeitswissenschaft e. V., Dortmund, 2020, p. B.2.2."},"page":"B.2.2","user_id":"405","title":"Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung","place":"Berlin","status":"public","date_created":"2021-08-25T12:17:57Z","publication_identifier":{"isbn":["978-3-936804-27-0"]},"author":[{"id":"47565","last_name":"Gräßler","orcid":"0000-0001-5765-971X","full_name":"Gräßler, Iris","first_name":"Iris"},{"id":"405","last_name":"Pottebaum","full_name":"Pottebaum, Jens","orcid":"http://orcid.org/0000-0001-8778-2989","first_name":"Jens"},{"first_name":"Patrick","full_name":"Taplick, Patrick","last_name":"Taplick"},{"last_name":"Roesmann","id":"54680","first_name":"Daniel","full_name":"Roesmann, Daniel"},{"full_name":"Kamann, Markus","first_name":"Markus","last_name":"Kamann"}],"quality_controlled":"1","publisher":"Gesellschaft für Arbeitswissenschaft e. V., Dortmund","department":[{"_id":"152"}],"publication":"Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020"},{"_id":"23530","date_updated":"2023-11-16T09:23:05Z","issue":"(11-12)","doi":"10.37544/0720-5953-2020-11-12-76","language":[{"iso":"ger"}],"page":"76-83","citation":{"ieee":"J. Pottebaum and I. Gräßler, “Informationsqualität in der Produktentwicklung: Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit,” Konstruktion, vol. 72 (11–12), no. (11-12), pp. 76–83, 2020, doi: 10.37544/0720-5953-2020-11-12-76.","short":"J. Pottebaum, I. Gräßler, Konstruktion 72 (11–12) (2020) 76–83.","bibtex":"@article{Pottebaum_Gräßler_2020, title={Informationsqualität in der Produktentwicklung: Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit}, volume={72 (11–12)}, DOI={10.37544/0720-5953-2020-11-12-76}, number={(11-12)}, journal={Konstruktion}, publisher={VDI-Verlag}, author={Pottebaum, Jens and Gräßler, Iris}, year={2020}, pages={76–83} }","mla":"Pottebaum, Jens, and Iris Gräßler. “Informationsqualität in der Produktentwicklung: Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit.” Konstruktion, vol. 72 (11-12), no. (11-12), VDI-Verlag, 2020, pp. 76–83, doi:10.37544/0720-5953-2020-11-12-76.","ama":"Pottebaum J, Gräßler I. Informationsqualität in der Produktentwicklung: Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit. Konstruktion. 2020;72 (11-12)((11-12)):76-83. doi:10.37544/0720-5953-2020-11-12-76","apa":"Pottebaum, J., & Gräßler, I. (2020). Informationsqualität in der Produktentwicklung: Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit. Konstruktion, 72 (11-12)((11-12)), 76–83. https://doi.org/10.37544/0720-5953-2020-11-12-76","chicago":"Pottebaum, Jens, and Iris Gräßler. “Informationsqualität in der Produktentwicklung: Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit.” Konstruktion 72 (11-12), no. 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Hildesheim u. a. 2017","user_id":"23692","publication_status":"published","volume":38,"status":"public","date_created":"2023-11-17T10:05:58Z","author":[{"last_name":"Moritz","id":"23692","first_name":"Tilman","full_name":"Moritz, Tilman"}],"publication":"Rottenburger Jahrbuch für Kirchengeschichte "},{"department":[{"_id":"101"}],"publication_status":"published","publication_identifier":{"issn":["2198-4182","2198-4190"],"isbn":["9783030512637","9783030512644"]},"editor":[{"first_name":"Oliver","full_name":"Junge, Oliver","last_name":"Junge"},{"first_name":"Oliver","full_name":"Schütze, Oliver","last_name":"Schütze"},{"first_name":"Sina","full_name":"Ober-Blöbaum, Sina","last_name":"Ober-Blöbaum"},{"first_name":"Kathrin","full_name":"Padberg-Gehle, Kathrin","last_name":"Padberg-Gehle"}],"place":"Cham","title":"The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems","series_title":"Studies in Systems, Decision and Control","language":[{"iso":"eng"}],"date_updated":"2023-11-17T13:13:25Z","doi":"10.1007/978-3-030-51264-4_3","publication":"Advances in Dynamics, Optimization and Computation","author":[{"id":"32655","last_name":"Gerlach","full_name":"Gerlach, Raphael","first_name":"Raphael"},{"full_name":"Ziessler, Adrian","first_name":"Adrian","last_name":"Ziessler"}],"publisher":"Springer International Publishing","volume":304,"date_created":"2020-08-14T15:02:22Z","status":"public","abstract":[{"text":"In this work we review the novel framework for the computation of finite dimensional invariant sets of infinite dimensional dynamical systems developed in [6] and [36]. By utilizing results on embedding techniques for infinite dimensional systems we extend a classical subdivision scheme [8] as well as a continuation algorithm [7] for the computation of attractors and invariant manifolds of finite dimensional systems to the infinite dimensional case. We show how to implement this approach for the analysis of delay differential equations and partial differential equations and illustrate the feasibility of our implementation by computing the attractor of the Mackey-Glass equation and the unstable manifold of the one-dimensional Kuramoto-Sivashinsky equation.","lang":"eng"}],"user_id":"32655","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-030-51264-4_3"}],"page":"66-85","type":"book_chapter","year":"2020","citation":{"bibtex":"@inbook{Gerlach_Ziessler_2020, place={Cham}, series={Studies in Systems, Decision and Control}, title={The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems}, volume={304}, DOI={10.1007/978-3-030-51264-4_3}, booktitle={Advances in Dynamics, Optimization and Computation}, publisher={Springer International Publishing}, author={Gerlach, Raphael and Ziessler, Adrian}, editor={Junge, Oliver and Schütze, Oliver and Ober-Blöbaum, Sina and Padberg-Gehle, Kathrin}, year={2020}, pages={66–85}, collection={Studies in Systems, Decision and Control} }","mla":"Gerlach, Raphael, and Adrian Ziessler. “The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems.” Advances in Dynamics, Optimization and Computation, edited by Oliver Junge et al., vol. 304, Springer International Publishing, 2020, pp. 66–85, doi:10.1007/978-3-030-51264-4_3.","chicago":"Gerlach, Raphael, and Adrian Ziessler. “The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems.” In Advances in Dynamics, Optimization and Computation, edited by Oliver Junge, Oliver Schütze, Sina Ober-Blöbaum, and Kathrin Padberg-Gehle, 304:66–85. Studies in Systems, Decision and Control. Cham: Springer International Publishing, 2020. https://doi.org/10.1007/978-3-030-51264-4_3.","apa":"Gerlach, R., & Ziessler, A. (2020). The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems. In O. Junge, O. Schütze, S. Ober-Blöbaum, & K. Padberg-Gehle (Eds.), Advances in Dynamics, Optimization and Computation (Vol. 304, pp. 66–85). Springer International Publishing. https://doi.org/10.1007/978-3-030-51264-4_3","ama":"Gerlach R, Ziessler A. The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems. In: Junge O, Schütze O, Ober-Blöbaum S, Padberg-Gehle K, eds. Advances in Dynamics, Optimization and Computation. Vol 304. Studies in Systems, Decision and Control. Springer International Publishing; 2020:66-85. doi:10.1007/978-3-030-51264-4_3","ieee":"R. Gerlach and A. Ziessler, “The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems,” in Advances in Dynamics, Optimization and Computation, vol. 304, O. Junge, O. Schütze, S. Ober-Blöbaum, and K. Padberg-Gehle, Eds. Cham: Springer International Publishing, 2020, pp. 66–85.","short":"R. Gerlach, A. Ziessler, in: O. Junge, O. Schütze, S. Ober-Blöbaum, K. Padberg-Gehle (Eds.), Advances in Dynamics, Optimization and Computation, Springer International Publishing, Cham, 2020, pp. 66–85."},"intvolume":" 304","_id":"17994"},{"publication_identifier":{"issn":["1468-9367","1468-9375"]},"publication_status":"published","department":[{"_id":"101"}],"title":"On the equivariance properties of self-adjoint matrices","language":[{"iso":"eng"}],"doi":"10.1080/14689367.2019.1661355","date_updated":"2023-11-17T13:12:59Z","status":"public","date_created":"2020-04-16T14:07:25Z","volume":35,"author":[{"full_name":"Dellnitz, Michael","first_name":"Michael","last_name":"Dellnitz"},{"id":"32643","last_name":"Gebken","full_name":"Gebken, Bennet","first_name":"Bennet"},{"first_name":"Raphael","full_name":"Gerlach, Raphael","last_name":"Gerlach","id":"32655"},{"last_name":"Klus","first_name":"Stefan","full_name":"Klus, Stefan"}],"publication":"Dynamical Systems","user_id":"32655","abstract":[{"lang":"eng","text":"We investigate self-adjoint matrices A∈Rn,n with respect to their equivariance properties. We show in particular that a matrix is self-adjoint if and only if it is equivariant with respect to the action of a group Γ2(A)⊂O(n) which is isomorphic to ⊗nk=1Z2. If the self-adjoint matrix possesses multiple eigenvalues – this may, for instance, be induced by symmetry properties of an underlying dynamical system – then A is even equivariant with respect to the action of a group Γ(A)≃∏ki=1O(mi) where m1,…,mk are the multiplicities of the eigenvalues λ1,…,λk of A. We discuss implications of this result for equivariant bifurcation problems, and we briefly address further applications for the Procrustes problem, graph symmetries and Taylor expansions."}],"citation":{"ieee":"M. Dellnitz, B. Gebken, R. Gerlach, and S. Klus, “On the equivariance properties of self-adjoint matrices,” Dynamical Systems, vol. 35, no. 2, pp. 197–215, 2020, doi: 10.1080/14689367.2019.1661355.","short":"M. Dellnitz, B. Gebken, R. Gerlach, S. Klus, Dynamical Systems 35 (2020) 197–215.","bibtex":"@article{Dellnitz_Gebken_Gerlach_Klus_2020, title={On the equivariance properties of self-adjoint matrices}, volume={35}, DOI={10.1080/14689367.2019.1661355}, number={2}, journal={Dynamical Systems}, author={Dellnitz, Michael and Gebken, Bennet and Gerlach, Raphael and Klus, Stefan}, year={2020}, pages={197–215} }","mla":"Dellnitz, Michael, et al. “On the Equivariance Properties of Self-Adjoint Matrices.” Dynamical Systems, vol. 35, no. 2, 2020, pp. 197–215, doi:10.1080/14689367.2019.1661355.","chicago":"Dellnitz, Michael, Bennet Gebken, Raphael Gerlach, and Stefan Klus. “On the Equivariance Properties of Self-Adjoint Matrices.” Dynamical Systems 35, no. 2 (2020): 197–215. https://doi.org/10.1080/14689367.2019.1661355.","apa":"Dellnitz, M., Gebken, B., Gerlach, R., & Klus, S. (2020). On the equivariance properties of self-adjoint matrices. Dynamical Systems, 35(2), 197–215. https://doi.org/10.1080/14689367.2019.1661355","ama":"Dellnitz M, Gebken B, Gerlach R, Klus S. On the equivariance properties of self-adjoint matrices. Dynamical Systems. 2020;35(2):197-215. doi:10.1080/14689367.2019.1661355"},"type":"journal_article","year":"2020","page":"197-215","main_file_link":[{"url":"https://doi.org/10.1080/14689367.2019.1661355"}],"issue":"2","intvolume":" 35","_id":"16712"},{"_id":"49070","date_updated":"2023-11-20T09:59:44Z","language":[{"iso":"ger"}],"citation":{"mla":"Schulze, Max. Vandalene. Eigenverlag, 2020.","bibtex":"@book{Schulze_2020, place={Düsseldorf}, title={Vandalene}, publisher={Eigenverlag}, author={Schulze, Max}, year={2020} }","ama":"Schulze M. Vandalene. Eigenverlag; 2020.","apa":"Schulze, M. (2020). Vandalene. Eigenverlag.","chicago":"Schulze, Max. Vandalene. Düsseldorf: Eigenverlag, 2020.","ieee":"M. Schulze, Vandalene. Düsseldorf: Eigenverlag, 2020.","short":"M. Schulze, Vandalene, Eigenverlag, Düsseldorf, 2020."},"year":"2020","type":"book","page":"40","place":"Düsseldorf","user_id":"77991","title":"Vandalene","author":[{"last_name":"Schulze","id":"77991","first_name":"Max","full_name":"Schulze, Max"}],"publisher":"Eigenverlag","status":"public","date_created":"2023-11-20T09:59:41Z","publication_status":"published"},{"abstract":[{"lang":"eng","text":"In this paper we present our system for the detection and classification of acoustic scenes and events (DCASE) 2020 Challenge Task 4: Sound event detection and separation in domestic environments. We introduce two new models: the forward-backward convolutional recurrent neural network (FBCRNN) and the tag-conditioned convolutional neural network (CNN). The FBCRNN employs two recurrent neural network (RNN) classifiers sharing the same CNN for preprocessing. With one RNN processing a recording in forward direction and the other in backward direction, the two networks are trained to jointly predict audio tags, i.e., weak labels, at each time step within a recording, given that at each time step they have jointly processed the whole recording. The proposed training encourages the classifiers to tag events as soon as possible. Therefore, after training, the networks can be applied to shorter audio segments of, e.g., 200ms, allowing sound event detection (SED). Further, we propose a tag-conditioned CNN to complement SED. It is trained to predict strong labels while using (predicted) tags, i.e., weak labels, as additional input. For training pseudo strong labels from a FBCRNN ensemble are used. The presented system scored the fourth and third place in the systems and teams rankings, respectively. Subsequent improvements allow our system to even outperform the challenge baseline and winner systems in average by, respectively, 18.0% and 2.2% event-based F1-score on the validation set. 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Während das Zusammenleben von Familien mit Kindern im mittleren Erwachsenenalter dabei ganz überwiegend durch Interdependenz geprägt ist, nehmen im Alter Dependenzen durch gesundheitliche Beeinträchtigungen der Eltern zu. Mit Blick darauf werden im Artikel behaviorale, kognitive und emotionale Merkmale von Eltern-Kind-Beziehungen erläutert und theoretisch in zentrale Konzepte eingebettet. Das Verhalten ist durch Solidarität zwischen den Generationen, aber auch durch Aspekte des Einflusses innerhalb der Beziehung und aufeinander, gekennzeichnet. Um Familienkognitionen zu beschreiben, werden die verwandten Konzepte der Individuation und der filialen Reife herangezogen. Verhalten, wie auch Kognitionen, sind eng mit dem dritten Beziehungsmerkmal, der Affektivität verknüpft, das neben positiven auch negative Gefühle sowie Ambivalenzen umfasst."}]},{"date_updated":"2023-11-29T12:53:57Z","_id":"49329","citation":{"apa":"Breuer, S., & Hillebrand, S. (Eds.). (2020). 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Gotteswort und Menschenwort. In F.-E. Focken, F. van Oorschot, & C. Breu (Eds.), Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37 (pp. 267–302).","ama":"Meyer zu Hörste-Bührer R. Gotteswort und Menschenwort. In: Focken F-E, van Oorschot F, Breu C, eds. Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37. ; 2020:267–302.","chicago":"Meyer zu Hörste-Bührer, Raphaela. “Gotteswort Und Menschenwort.” In Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37, edited by F.-E. Focken, F. van Oorschot, and C. Breu, 267–302. Leipzig, 2020."},"page":"267–302","date_updated":"2023-12-13T07:28:50Z","_id":"49533"},{"year":"2020","citation":{"ieee":"R. Meyer zu Hörste-Bührer, “Autorität der Schrift im Verhältnis zu Rezeptionsprozessen.,” in Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37, F.-E. Focken, F. van Oorschot , and C. Breu, Eds. Leipzig, 2020, pp. 303–341.","short":"R. Meyer zu Hörste-Bührer, in: F.-E. Focken, F. van Oorschot , C. Breu (Eds.), Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37, Leipzig, 2020, pp. 303–341.","mla":"Meyer zu Hörste-Bührer, Raphaela. “Autorität Der Schrift Im Verhältnis Zu Rezeptionsprozessen.” Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37, edited by F.-E. Focken et al., 2020, pp. 303–341.","bibtex":"@inbook{Meyer zu Hörste-Bührer_2020, place={Leipzig}, title={Autorität der Schrift im Verhältnis zu Rezeptionsprozessen.}, booktitle={Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37}, author={Meyer zu Hörste-Bührer, Raphaela}, editor={Focken, F.-E. and van Oorschot , F. and Breu, C.}, year={2020}, pages={303–341} }","ama":"Meyer zu Hörste-Bührer R. Autorität der Schrift im Verhältnis zu Rezeptionsprozessen. In: Focken F-E, van Oorschot F, Breu C, eds. Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37. ; 2020:303–341.","apa":"Meyer zu Hörste-Bührer, R. (2020). Autorität der Schrift im Verhältnis zu Rezeptionsprozessen. In F.-E. Focken, F. van Oorschot , & C. Breu (Eds.), Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37 (pp. 303–341).","chicago":"Meyer zu Hörste-Bührer, Raphaela. “Autorität Der Schrift Im Verhältnis Zu Rezeptionsprozessen.” In Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37, edited by F.-E. Focken, F. van Oorschot , and C. Breu, 303–341. Leipzig, 2020."},"type":"book_chapter","page":"303–341","language":[{"iso":"eng"}],"date_updated":"2023-12-13T07:29:05Z","_id":"49535","author":[{"first_name":"Raphaela","full_name":"Meyer zu Hörste-Bührer, Raphaela","last_name":"Meyer zu Hörste-Bührer","id":"102100"}],"publication":"Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37","editor":[{"last_name":"Focken","full_name":"Focken, F.-E.","first_name":"F.-E."},{"full_name":"van Oorschot , F.","first_name":"F.","last_name":"van Oorschot "},{"last_name":"Breu","first_name":"C.","full_name":"Breu, C."}],"status":"public","date_created":"2023-12-07T11:14:20Z","place":"Leipzig","title":"Autorität der Schrift im Verhältnis zu Rezeptionsprozessen.","user_id":"102100"},{"date_updated":"2023-12-13T07:29:09Z","_id":"49532","page":"342–391","year":"2020","type":"book_chapter","citation":{"ieee":"R. Meyer zu Hörste-Bührer, “Schrift und Schriftauslegung in relationaler Perspektive.,” in Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37, F.-E. Focken, F. van Oorschot, and C. Breu, Eds. Leipzig, 2020, pp. 342–391.","short":"R. Meyer zu Hörste-Bührer, in: F.-E. Focken, F. van Oorschot, C. Breu (Eds.), Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37, Leipzig, 2020, pp. 342–391.","mla":"Meyer zu Hörste-Bührer, Raphaela. “Schrift Und Schriftauslegung in Relationaler Perspektive.” Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37, edited by F.-E. 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Focken, F. van Oorschot, and C. Breu, 95–122. Leipzig, 2020.","ama":"Meyer zu Hörste-Bührer R. Pluralität und Einheit der Schrift. In: Focken F-E, van Oorschot F, Breu C, eds. Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37. ; 2020:95–122.","apa":"Meyer zu Hörste-Bührer, R. (2020). Pluralität und Einheit der Schrift. In F.-E. Focken, F. van Oorschot, & C. Breu (Eds.), Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37 (pp. 95–122).","mla":"Meyer zu Hörste-Bührer, Raphaela. “Pluralität Und Einheit Der Schrift.” Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37, edited by F.-E. Focken et al., 2020, pp. 95–122.","bibtex":"@inbook{Meyer zu Hörste-Bührer_2020, place={Leipzig}, title={Pluralität und Einheit der Schrift.}, booktitle={Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37}, author={Meyer zu Hörste-Bührer, Raphaela}, editor={Focken, F.-E. and van Oorschot, F. and Breu, C.}, year={2020}, pages={95–122} }","short":"R. Meyer zu Hörste-Bührer, in: F.-E. Focken, F. van Oorschot, C. Breu (Eds.), Schriftbindung Evangelischer Theologie, Forum Theologische Literaturzeitung 37, Leipzig, 2020, pp. 95–122.","ieee":"R. Meyer zu Hörste-Bührer, “Pluralität und Einheit der Schrift.,” in Schriftbindung evangelischer Theologie, Forum Theologische Literaturzeitung 37, F.-E. Focken, F. van Oorschot, and C. Breu, Eds. 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Theorieelemente Aus Interdisziplinären Gesprächen.; 2020.","apa":"Focken, F.-E., van Oorschot, F., Breu, C., Bührer, W., Stamer, T., Zeller, K., & Ziethe, C. (Eds.). (2020). Schriftbindung evangelischer Theologie. Theorieelemente aus interdisziplinären Gesprächen.","chicago":"Focken, F.-E., F. van Oorschot, C. Breu, W. Bührer, T. Stamer, K. Zeller, and C. Ziethe, eds. Schriftbindung Evangelischer Theologie. Theorieelemente Aus Interdisziplinären Gesprächen. Forum Theologische Literaturzeitung 37. Leipzig, 2020."},"year":"2020","type":"book_editor","language":[{"iso":"eng"}],"series_title":"Forum Theologische Literaturzeitung 37","date_updated":"2023-12-13T07:29:00Z","_id":"49522"},{"_id":"49531","date_updated":"2023-12-13T07:30:10Z","language":[{"iso":"eng"}],"page":"141 – 156","year":"2020","type":"journal_article","citation":{"ieee":"R. Meyer zu Hörste-Bührer, “Die Gewalt der Ethik? Überlegungen zu Ausübung und Legitimation struktureller Gewalt durch die theologische Ethik.,” ides quaerens intellectum. Festschrift für Walter Dietz., pp. 141 – 156, 2020.","short":"R. Meyer zu Hörste-Bührer, Ides Quaerens Intellectum. Festschrift Für Walter Dietz. (2020) 141 – 156.","mla":"Meyer zu Hörste-Bührer, Raphaela. “Die Gewalt Der Ethik? Überlegungen Zu Ausübung Und Legitimation Struktureller Gewalt Durch Die Theologische Ethik.” Ides Quaerens Intellectum. Festschrift Für Walter Dietz., 2020, pp. 141 – 156.","bibtex":"@article{Meyer zu Hörste-Bührer_2020, title={Die Gewalt der Ethik? Überlegungen zu Ausübung und Legitimation struktureller Gewalt durch die theologische Ethik.}, journal={ides quaerens intellectum. Festschrift für Walter Dietz.}, author={Meyer zu Hörste-Bührer, Raphaela}, year={2020}, pages={141 – 156} }","ama":"Meyer zu Hörste-Bührer R. Die Gewalt der Ethik? 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Festschrift für Walter Dietz.","author":[{"id":"102100","last_name":"Meyer zu Hörste-Bührer","full_name":"Meyer zu Hörste-Bührer, Raphaela","first_name":"Raphaela"}],"date_created":"2023-12-07T11:03:50Z","status":"public"},{"publication":"Zeitschrift für Evangelische Ethik 64/1 ","author":[{"full_name":"Meyer zu Hörste-Bührer, Raphaela","first_name":"Raphaela","id":"102100","last_name":"Meyer zu Hörste-Bührer"}],"date_created":"2023-12-07T11:36:08Z","status":"public","user_id":"102100","title":"Digitale antike Ethik – Gründung des „Journals of Ethics in Antiquity and Christianity (JEAC)“","language":[{"iso":"eng"}],"page":"60-65","type":"journal_article","year":"2020","citation":{"mla":"Meyer zu Hörste-Bührer, Raphaela. “Digitale Antike Ethik – Gründung Des „Journals of Ethics in Antiquity and Christianity (JEAC)“.” Zeitschrift Für Evangelische Ethik 64/1 , 2020, pp. 60–65.","bibtex":"@article{Meyer zu Hörste-Bührer_2020, title={Digitale antike Ethik – Gründung des „Journals of Ethics in Antiquity and Christianity (JEAC)“}, journal={Zeitschrift für Evangelische Ethik 64/1 }, author={Meyer zu Hörste-Bührer, Raphaela}, year={2020}, pages={60–65} }","chicago":"Meyer zu Hörste-Bührer, Raphaela. “Digitale Antike Ethik – Gründung Des „Journals of Ethics in Antiquity and Christianity (JEAC)“.” Zeitschrift Für Evangelische Ethik 64/1 , 2020, 60–65.","apa":"Meyer zu Hörste-Bührer, R. (2020). Digitale antike Ethik – Gründung des „Journals of Ethics in Antiquity and Christianity (JEAC)“. Zeitschrift Für Evangelische Ethik 64/1 , 60–65.","ama":"Meyer zu Hörste-Bührer R. Digitale antike Ethik – Gründung des „Journals of Ethics in Antiquity and Christianity (JEAC)“. Zeitschrift für Evangelische Ethik 64/1 . Published online 2020:60-65.","ieee":"R. Meyer zu Hörste-Bührer, “Digitale antike Ethik – Gründung des „Journals of Ethics in Antiquity and Christianity (JEAC)“,” Zeitschrift für Evangelische Ethik 64/1 , pp. 60–65, 2020.","short":"R. Meyer zu Hörste-Bührer, Zeitschrift Für Evangelische Ethik 64/1 (2020) 60–65."},"date_updated":"2023-12-13T07:29:57Z","_id":"49544"},{"title":"More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization","place":"New York, NY, USA","publication_identifier":{"isbn":["978-1-4503-7128-5"]},"publication_status":"published","department":[{"_id":"819"}],"doi":"10.1145/3377930.3390174","date_updated":"2023-12-13T10:43:41Z","language":[{"iso":"eng"}],"series_title":"GECCO ’20","user_id":"102979","abstract":[{"lang":"eng","text":"Dynamic optimization problems have gained significant attention in evolutionary computation as evolutionary algorithms (EAs) can easily adapt to changing environments. We show that EAs can solve the graph coloring problem for bipartite graphs more efficiently by using dynamic optimization. In our approach the graph instance is given incrementally such that the EA can reoptimize its coloring when a new edge introduces a conflict. We show that, when edges are inserted in a way that preserves graph connectivity, Randomized Local Search (RLS) efficiently finds a proper 2-coloring for all bipartite graphs. This includes graphs for which RLS and other EAs need exponential expected time in a static optimization scenario. We investigate different ways of building up the graph by popular graph traversals such as breadth-first-search and depth-first-search and analyse the resulting runtime behavior. We further show that offspring populations (e. g. a (1 + {$\\lambda$}) RLS) lead to an exponential speedup in {$\\lambda$}. Finally, an island model using 3 islands succeeds in an optimal time of {$\\Theta$}(m) on every m-edge bipartite graph, outperforming offspring populations. This is the first example where an island model guarantees a speedup that is not bounded in the number of islands."}],"extern":"1","status":"public","date_created":"2023-11-14T15:58:53Z","publisher":"Association for Computing Machinery","author":[{"id":"102979","last_name":"Bossek","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","first_name":"Jakob"},{"last_name":"Neumann","full_name":"Neumann, Frank","first_name":"Frank"},{"last_name":"Peng","full_name":"Peng, Pan","first_name":"Pan"},{"full_name":"Sudholt, Dirk","first_name":"Dirk","last_name":"Sudholt"}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","keyword":["dynamic optimization","evolutionary algorithms","running time analysis","theory"],"_id":"48847","citation":{"mla":"Bossek, Jakob, et al. “More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 1277–1285, doi:10.1145/3377930.3390174.","bibtex":"@inproceedings{Bossek_Neumann_Peng_Sudholt_2020, place={New York, NY, USA}, series={GECCO ’20}, title={More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization}, DOI={10.1145/3377930.3390174}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Neumann, Frank and Peng, Pan and Sudholt, Dirk}, year={2020}, pages={1277–1285}, collection={GECCO ’20} }","apa":"Bossek, J., Neumann, F., Peng, P., & Sudholt, D. (2020). More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization. Proceedings of the Genetic and Evolutionary Computation Conference, 1277–1285. https://doi.org/10.1145/3377930.3390174","ama":"Bossek J, Neumann F, Peng P, Sudholt D. More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization. In: Proceedings of the Genetic and Evolutionary Computation Conference. GECCO ’20. Association for Computing Machinery; 2020:1277–1285. doi:10.1145/3377930.3390174","chicago":"Bossek, Jakob, Frank Neumann, Pan Peng, and Dirk Sudholt. “More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization.” In Proceedings of the Genetic and Evolutionary Computation Conference, 1277–1285. GECCO ’20. New York, NY, USA: Association for Computing Machinery, 2020. https://doi.org/10.1145/3377930.3390174.","ieee":"J. Bossek, F. Neumann, P. Peng, and D. Sudholt, “More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization,” in Proceedings of the Genetic and Evolutionary Computation Conference, 2020, pp. 1277–1285, doi: 10.1145/3377930.3390174.","short":"J. Bossek, F. Neumann, P. Peng, D. Sudholt, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2020, pp. 1277–1285."},"year":"2020","type":"conference","page":"1277–1285"},{"publication_identifier":{"isbn":["978-3-030-58111-4"]},"publication_status":"published","department":[{"_id":"819"}],"title":"Evolving Sampling Strategies for One-Shot Optimization Tasks","place":"Berlin, Heidelberg","language":[{"iso":"eng"}],"doi":"10.1007/978-3-030-58112-1_8","date_updated":"2023-12-13T10:43:53Z","status":"public","date_created":"2023-11-14T15:58:53Z","publisher":"Springer-Verlag","author":[{"last_name":"Bossek","id":"102979","first_name":"Jakob","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob"},{"last_name":"Doerr","full_name":"Doerr, Carola","first_name":"Carola"},{"last_name":"Kerschke","first_name":"Pascal","full_name":"Kerschke, Pascal"},{"last_name":"Neumann","first_name":"Aneta","full_name":"Neumann, Aneta"},{"last_name":"Neumann","first_name":"Frank","full_name":"Neumann, Frank"}],"keyword":["Continuous optimization","Fully parallel search","One-shot optimization","Regression","Surrogate-assisted optimization"],"publication":"Parallel Problem Solving from Nature (PPSN XVI)","user_id":"102979","abstract":[{"text":"One-shot optimization tasks require to determine the set of solution candidates prior to their evaluation, i.e., without possibility for adaptive sampling. We consider two variants, classic one-shot optimization (where our aim is to find at least one solution of high quality) and one-shot regression (where the goal is to fit a model that resembles the true problem as well as possible). For both tasks it seems intuitive that well-distributed samples should perform better than uniform or grid-based samples, since they show a better coverage of the decision space. In practice, quasi-random designs such as Latin Hypercube Samples and low-discrepancy point sets are indeed very commonly used designs for one-shot optimization tasks. We study in this work how well low star discrepancy correlates with performance in one-shot optimization. Our results confirm an advantage of low-discrepancy designs, but also indicate the correlation between discrepancy values and overall performance is rather weak. We then demonstrate that commonly used designs may be far from optimal. More precisely, we evolve 24 very specific designs that each achieve good performance on one of our benchmark problems. Interestingly, we find that these specifically designed samples yield surprisingly good performance across the whole benchmark set. Our results therefore give strong indication that significant performance gains over state-of-the-art one-shot sampling techniques are possible, and that evolutionary algorithms can be an efficient means to evolve these.","lang":"eng"}],"extern":"1","year":"2020","citation":{"ieee":"J. Bossek, C. Doerr, P. Kerschke, A. Neumann, and F. Neumann, “Evolving Sampling Strategies for One-Shot Optimization Tasks,” in Parallel Problem Solving from Nature (PPSN XVI), 2020, pp. 111–124, doi: 10.1007/978-3-030-58112-1_8.","short":"J. Bossek, C. Doerr, P. Kerschke, A. Neumann, F. Neumann, in: Parallel Problem Solving from Nature (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 111–124.","bibtex":"@inproceedings{Bossek_Doerr_Kerschke_Neumann_Neumann_2020, place={Berlin, Heidelberg}, title={Evolving Sampling Strategies for One-Shot Optimization Tasks}, DOI={10.1007/978-3-030-58112-1_8}, booktitle={Parallel Problem Solving from Nature (PPSN XVI)}, publisher={Springer-Verlag}, author={Bossek, Jakob and Doerr, Carola and Kerschke, Pascal and Neumann, Aneta and Neumann, Frank}, year={2020}, pages={111–124} }","mla":"Bossek, Jakob, et al. “Evolving Sampling Strategies for One-Shot Optimization Tasks.” Parallel Problem Solving from Nature (PPSN XVI), Springer-Verlag, 2020, pp. 111–124, doi:10.1007/978-3-030-58112-1_8.","ama":"Bossek J, Doerr C, Kerschke P, Neumann A, Neumann F. Evolving Sampling Strategies for One-Shot Optimization Tasks. In: Parallel Problem Solving from Nature (PPSN XVI). Springer-Verlag; 2020:111–124. doi:10.1007/978-3-030-58112-1_8","apa":"Bossek, J., Doerr, C., Kerschke, P., Neumann, A., & Neumann, F. (2020). Evolving Sampling Strategies for One-Shot Optimization Tasks. Parallel Problem Solving from Nature (PPSN XVI), 111–124. https://doi.org/10.1007/978-3-030-58112-1_8","chicago":"Bossek, Jakob, Carola Doerr, Pascal Kerschke, Aneta Neumann, and Frank Neumann. “Evolving Sampling Strategies for One-Shot Optimization Tasks.” In Parallel Problem Solving from Nature (PPSN XVI), 111–124. Berlin, Heidelberg: Springer-Verlag, 2020. https://doi.org/10.1007/978-3-030-58112-1_8."},"type":"conference","page":"111–124","_id":"48849"},{"doi":"10.1145/3377930.3390243","date_updated":"2023-12-13T10:43:33Z","language":[{"iso":"eng"}],"series_title":"GECCO ’20","title":"The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics","place":"New York, NY, USA","publication_status":"published","publication_identifier":{"isbn":["978-1-4503-7128-5"]},"department":[{"_id":"819"}],"_id":"48851","page":"1286–1294","citation":{"ama":"Bossek J, Casel K, Kerschke P, Neumann F. The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics. In: Proceedings of the Genetic and Evolutionary Computation Conference. GECCO ’20. Association for Computing Machinery; 2020:1286–1294. doi:10.1145/3377930.3390243","apa":"Bossek, J., Casel, K., Kerschke, P., & Neumann, F. (2020). The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics. Proceedings of the Genetic and Evolutionary Computation Conference, 1286–1294. https://doi.org/10.1145/3377930.3390243","chicago":"Bossek, Jakob, Katrin Casel, Pascal Kerschke, and Frank Neumann. “The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics.” In Proceedings of the Genetic and Evolutionary Computation Conference, 1286–1294. GECCO ’20. New York, NY, USA: Association for Computing Machinery, 2020. https://doi.org/10.1145/3377930.3390243.","bibtex":"@inproceedings{Bossek_Casel_Kerschke_Neumann_2020, place={New York, NY, USA}, series={GECCO ’20}, title={The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics}, DOI={10.1145/3377930.3390243}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Casel, Katrin and Kerschke, Pascal and Neumann, Frank}, year={2020}, pages={1286–1294}, collection={GECCO ’20} }","mla":"Bossek, Jakob, et al. “The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 1286–1294, doi:10.1145/3377930.3390243.","short":"J. Bossek, K. Casel, P. Kerschke, F. Neumann, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2020, pp. 1286–1294.","ieee":"J. Bossek, K. Casel, P. Kerschke, and F. Neumann, “The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics,” in Proceedings of the Genetic and Evolutionary Computation Conference, 2020, pp. 1286–1294, doi: 10.1145/3377930.3390243."},"year":"2020","type":"conference","user_id":"102979","extern":"1","abstract":[{"text":"Several important optimization problems in the area of vehicle routing can be seen as variants of the classical Traveling Salesperson Problem (TSP). In the area of evolutionary computation, the Traveling Thief Problem (TTP) has gained increasing interest over the last 5 years. In this paper, we investigate the effect of weights on such problems, in the sense that the cost of traveling increases with respect to the weights of nodes already visited during a tour. This provides abstractions of important TSP variants such as the Traveling Thief Problem and time dependent TSP variants, and allows to study precisely the increase in difficulty caused by weight dependence. We provide a 3.59-approximation for this weight dependent version of TSP with metric distances and bounded positive weights. Furthermore, we conduct experimental investigations for simple randomized local search with classical mutation operators and two variants of the state-of-the-art evolutionary algorithm EAX adapted to the weighted TSP. Our results show the impact of the node weights on the position of the nodes in the resulting tour.","lang":"eng"}],"date_created":"2023-11-14T15:58:53Z","status":"public","keyword":["dynamic optimization","evolutionary algorithms","running time analysis","theory"],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","publisher":"Association for Computing Machinery","author":[{"full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","first_name":"Jakob","id":"102979","last_name":"Bossek"},{"first_name":"Katrin","full_name":"Casel, Katrin","last_name":"Casel"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"full_name":"Neumann, Frank","first_name":"Frank","last_name":"Neumann"}]},{"user_id":"102979","abstract":[{"text":"In practice, e.g. in delivery and service scenarios, Vehicle-Routing-Problems (VRPs) often imply repeated decision making on dynamic customer requests. As in classical VRPs, tours have to be planned short while the number of serviced customers has to be maximized at the same time resulting in a multi-objective problem. Beyond that, however, dynamic requests lead to the need for re-planning of not yet realized tour parts, while already realized tour parts are irreversible. In this paper we study this type of bi-objective dynamic VRP including sequential decision making and concurrent realization of decisions. We adopt a recently proposed Dynamic Evolutionary Multi-Objective Algorithm (DEMOA) for a related VRP problem and extend it to the more realistic (here considered) scenario of multiple vehicles. We empirically show that our DEMOA is competitive with a multi-vehicle offline and clairvoyant variant of the proposed DEMOA as well as with the dynamic single-vehicle approach proposed earlier.","lang":"eng"}],"extern":"1","date_created":"2023-11-14T15:58:52Z","status":"public","publication":"Proceedings of the Genetic and Evolutionary Computation Conference","keyword":["decision making","dynamic optimization","evolutionary algorithms","multi-objective optimization","vehicle routing"],"author":[{"id":"102979","last_name":"Bossek","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","first_name":"Jakob"},{"last_name":"Grimme","first_name":"Christian","full_name":"Grimme, Christian"},{"last_name":"Trautmann","first_name":"Heike","full_name":"Trautmann, Heike"}],"publisher":"Association for Computing Machinery","_id":"48845","page":"166–174","citation":{"ieee":"J. Bossek, C. Grimme, and H. Trautmann, “Dynamic Bi-Objective Routing of Multiple Vehicles,” in Proceedings of the Genetic and Evolutionary Computation Conference, 2020, pp. 166–174, doi: 10.1145/3377930.3390146.","short":"J. Bossek, C. Grimme, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2020, pp. 166–174.","bibtex":"@inproceedings{Bossek_Grimme_Trautmann_2020, place={New York, NY, USA}, series={GECCO ’20}, title={Dynamic Bi-Objective Routing of Multiple Vehicles}, DOI={10.1145/3377930.3390146}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Grimme, Christian and Trautmann, Heike}, year={2020}, pages={166–174}, collection={GECCO ’20} }","mla":"Bossek, Jakob, et al. “Dynamic Bi-Objective Routing of Multiple Vehicles.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 166–174, doi:10.1145/3377930.3390146.","chicago":"Bossek, Jakob, Christian Grimme, and Heike Trautmann. “Dynamic Bi-Objective Routing of Multiple Vehicles.” In Proceedings of the Genetic and Evolutionary Computation Conference, 166–174. GECCO ’20. New York, NY, USA: Association for Computing Machinery, 2020. https://doi.org/10.1145/3377930.3390146.","ama":"Bossek J, Grimme C, Trautmann H. Dynamic Bi-Objective Routing of Multiple Vehicles. In: Proceedings of the Genetic and Evolutionary Computation Conference. GECCO ’20. Association for Computing Machinery; 2020:166–174. doi:10.1145/3377930.3390146","apa":"Bossek, J., Grimme, C., & Trautmann, H. (2020). Dynamic Bi-Objective Routing of Multiple Vehicles. Proceedings of the Genetic and Evolutionary Computation Conference, 166–174. https://doi.org/10.1145/3377930.3390146"},"type":"conference","year":"2020","title":"Dynamic Bi-Objective Routing of Multiple Vehicles","place":"New York, NY, USA","publication_status":"published","publication_identifier":{"isbn":["978-1-4503-7128-5"]},"department":[{"_id":"819"}],"doi":"10.1145/3377930.3390146","date_updated":"2023-12-13T10:43:24Z","language":[{"iso":"eng"}],"series_title":"GECCO ’20"},{"_id":"48844","date_updated":"2023-12-13T10:43:16Z","doi":"10.1109/CEC48606.2020.9185613","citation":{"ieee":"J. Bossek, P. Kerschke, and H. Trautmann, “Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection,” in 2020 IEEE Congress on Evolutionary Computation (CEC), 2020, pp. 1–8, doi: 10.1109/CEC48606.2020.9185613.","short":"J. Bossek, P. Kerschke, H. Trautmann, in: 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE Press, Glasgow, United Kingdom, 2020, pp. 1–8.","bibtex":"@inproceedings{Bossek_Kerschke_Trautmann_2020, place={Glasgow, United Kingdom}, title={Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection}, DOI={10.1109/CEC48606.2020.9185613}, booktitle={2020 IEEE Congress on Evolutionary Computation (CEC)}, publisher={IEEE Press}, author={Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={1–8} }","mla":"Bossek, Jakob, et al. “Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection.” 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE Press, 2020, pp. 1–8, doi:10.1109/CEC48606.2020.9185613.","chicago":"Bossek, Jakob, Pascal Kerschke, and Heike Trautmann. “Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection.” In 2020 IEEE Congress on Evolutionary Computation (CEC), 1–8. Glasgow, United Kingdom: IEEE Press, 2020. https://doi.org/10.1109/CEC48606.2020.9185613.","ama":"Bossek J, Kerschke P, Trautmann H. Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection. In: 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE Press; 2020:1–8. doi:10.1109/CEC48606.2020.9185613","apa":"Bossek, J., Kerschke, P., & Trautmann, H. (2020). Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection. 2020 IEEE Congress on Evolutionary Computation (CEC), 1–8. https://doi.org/10.1109/CEC48606.2020.9185613"},"type":"conference","year":"2020","page":"1–8","language":[{"iso":"eng"}],"extern":"1","place":"Glasgow, United Kingdom","abstract":[{"lang":"eng","text":"The Traveling-Salesperson-Problem (TSP) is arguably one of the best-known NP-hard combinatorial optimization problems. The two sophisticated heuristic solvers LKH and EAX and respective (restart) variants manage to calculate close-to optimal or even optimal solutions, also for large instances with several thousand nodes in reasonable time. In this work we extend existing benchmarking studies by addressing anytime behaviour of inexact TSP solvers based on empirical runtime distributions leading to an increased understanding of solver behaviour and the respective relation to problem hardness. It turns out that performance ranking of solvers is highly dependent on the focused approximation quality. Insights on intersection points of performances offer huge potential for the construction of hybridized solvers depending on instance features. Moreover, instance features tailored to anytime performance and corresponding performance indicators will highly improve automated algorithm selection models by including comprehensive information on solver quality."}],"title":"Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection","user_id":"102979","author":[{"first_name":"Jakob","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","last_name":"Bossek","id":"102979"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"last_name":"Trautmann","first_name":"Heike","full_name":"Trautmann, Heike"}],"publisher":"IEEE Press","publication":"2020 IEEE Congress on Evolutionary Computation (CEC)","department":[{"_id":"819"}],"publication_status":"published","status":"public","date_created":"2023-11-14T15:58:52Z"},{"series_title":"GECCO ’20","language":[{"iso":"eng"}],"date_updated":"2023-12-13T10:44:01Z","doi":"10.1145/3377930.3390155","department":[{"_id":"819"}],"publication_status":"published","publication_identifier":{"isbn":["978-1-4503-7128-5"]},"place":"New York, NY, USA","title":"Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB","year":"2020","type":"conference","citation":{"ieee":"J. Bossek, C. Doerr, and P. Kerschke, “Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB,” in Proceedings of the Genetic and Evolutionary Computation Conference, 2020, pp. 778–786, doi: 10.1145/3377930.3390155.","short":"J. Bossek, C. Doerr, P. Kerschke, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2020, pp. 778–786.","bibtex":"@inproceedings{Bossek_Doerr_Kerschke_2020, place={New York, NY, USA}, series={GECCO ’20}, title={Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB}, DOI={10.1145/3377930.3390155}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Doerr, Carola and Kerschke, Pascal}, year={2020}, pages={778–786}, collection={GECCO ’20} }","mla":"Bossek, Jakob, et al. “Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 778–786, doi:10.1145/3377930.3390155.","apa":"Bossek, J., Doerr, C., & Kerschke, P. (2020). Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB. Proceedings of the Genetic and Evolutionary Computation Conference, 778–786. https://doi.org/10.1145/3377930.3390155","ama":"Bossek J, Doerr C, Kerschke P. Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB. In: Proceedings of the Genetic and Evolutionary Computation Conference. GECCO ’20. Association for Computing Machinery; 2020:778–786. doi:10.1145/3377930.3390155","chicago":"Bossek, Jakob, Carola Doerr, and Pascal Kerschke. “Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB.” In Proceedings of the Genetic and Evolutionary Computation Conference, 778–786. GECCO ’20. New York, NY, USA: Association for Computing Machinery, 2020. https://doi.org/10.1145/3377930.3390155."},"page":"778–786","_id":"48850","author":[{"first_name":"Jakob","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","last_name":"Bossek","id":"102979"},{"first_name":"Carola","full_name":"Doerr, Carola","last_name":"Doerr"},{"last_name":"Kerschke","full_name":"Kerschke, Pascal","first_name":"Pascal"}],"publisher":"Association for Computing Machinery","publication":"Proceedings of the Genetic and Evolutionary Computation Conference","keyword":["continuous black-box optimization","design of experiments","initial design","sequential model-based optimization"],"status":"public","date_created":"2023-11-14T15:58:53Z","extern":"1","abstract":[{"text":"Sequential model-based optimization (SMBO) approaches are algorithms for solving problems that require computationally or otherwise expensive function evaluations. The key design principle of SMBO is a substitution of the true objective function by a surrogate, which is used to propose the point(s) to be evaluated next. SMBO algorithms are intrinsically modular, leaving the user with many important design choices. Significant research efforts go into understanding which settings perform best for which type of problems. Most works, however, focus on the choice of the model, the acquisition function, and the strategy used to optimize the latter. The choice of the initial sampling strategy, however, receives much less attention. Not surprisingly, quite diverging recommendations can be found in the literature. We analyze in this work how the size and the distribution of the initial sample influences the overall quality of the efficient global optimization (EGO) algorithm, a well-known SMBO approach. While, overall, small initial budgets using Halton sampling seem preferable, we also observe that the performance landscape is rather unstructured. We furthermore identify several situations in which EGO performs unfavorably against random sampling. Both observations indicate that an adaptive SMBO design could be beneficial, making SMBO an interesting test-bed for automated algorithm design.","lang":"eng"}],"user_id":"102979"},{"place":"Berlin, Heidelberg","title":"Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions","department":[{"_id":"819"}],"publication_identifier":{"isbn":["978-3-030-58111-4"]},"publication_status":"published","date_updated":"2023-12-13T10:44:54Z","doi":"10.1007/978-3-030-58112-1_24","language":[{"iso":"eng"}],"extern":"1","abstract":[{"lang":"eng","text":"The Traveling Salesperson Problem (TSP) is one of the best-known combinatorial optimisation problems. However, many real-world problems are composed of several interacting components. The Traveling Thief Problem (TTP) addresses such interactions by combining two combinatorial optimisation problems, namely the TSP and the Knapsack Problem (KP). Recently, a new problem called the node weight dependent Traveling Salesperson Problem (W-TSP) has been introduced where nodes have weights that influence the cost of the tour. In this paper, we compare W-TSP and TTP. We investigate the structure of the optimised tours for W-TSP and TTP and the impact of using each others fitness function. Our experimental results suggest (1) that the W-TSP often can be solved better using the TTP fitness function and (2) final W-TSP and TTP solutions show different distributions when compared with optimal TSP or weighted greedy solutions."}],"user_id":"102979","author":[{"id":"102979","last_name":"Bossek","full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","first_name":"Jakob"},{"full_name":"Neumann, Aneta","first_name":"Aneta","last_name":"Neumann"},{"full_name":"Neumann, Frank","first_name":"Frank","last_name":"Neumann"}],"publisher":"Springer-Verlag","publication":"Parallel Problem Solving from Nature (PPSN XVI)","keyword":["Evolutionary algorithms","Node weight dependent TSP","Traveling Thief Problem"],"status":"public","date_created":"2023-11-14T15:58:54Z","_id":"48852","citation":{"chicago":"Bossek, Jakob, Aneta Neumann, and Frank Neumann. “Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions.” In Parallel Problem Solving from Nature (PPSN XVI), 346–359. Berlin, Heidelberg: Springer-Verlag, 2020. https://doi.org/10.1007/978-3-030-58112-1_24.","ama":"Bossek J, Neumann A, Neumann F. Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions. In: Parallel Problem Solving from Nature (PPSN XVI). Springer-Verlag; 2020:346–359. doi:10.1007/978-3-030-58112-1_24","apa":"Bossek, J., Neumann, A., & Neumann, F. (2020). Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions. Parallel Problem Solving from Nature (PPSN XVI), 346–359. https://doi.org/10.1007/978-3-030-58112-1_24","mla":"Bossek, Jakob, et al. “Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions.” Parallel Problem Solving from Nature (PPSN XVI), Springer-Verlag, 2020, pp. 346–359, doi:10.1007/978-3-030-58112-1_24.","bibtex":"@inproceedings{Bossek_Neumann_Neumann_2020, place={Berlin, Heidelberg}, title={Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions}, DOI={10.1007/978-3-030-58112-1_24}, booktitle={Parallel Problem Solving from Nature (PPSN XVI)}, publisher={Springer-Verlag}, author={Bossek, Jakob and Neumann, Aneta and Neumann, Frank}, year={2020}, pages={346–359} }","short":"J. Bossek, A. Neumann, F. Neumann, in: Parallel Problem Solving from Nature (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 346–359.","ieee":"J. Bossek, A. Neumann, and F. Neumann, “Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions,” in Parallel Problem Solving from Nature (PPSN XVI), 2020, pp. 346–359, doi: 10.1007/978-3-030-58112-1_24."},"type":"conference","year":"2020","page":"346–359"},{"author":[{"last_name":"Bossek","id":"102979","first_name":"Jakob","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob"},{"full_name":"Grimme, Christian","first_name":"Christian","last_name":"Grimme"},{"last_name":"Rudolph","full_name":"Rudolph, Günter","first_name":"Günter"},{"full_name":"Trautmann, Heike","first_name":"Heike","last_name":"Trautmann"}],"publisher":"IEEE Press","publication":"2020 IEEE Congress on Evolutionary Computation (CEC)","department":[{"_id":"819"}],"status":"public","date_created":"2023-11-14T15:58:53Z","publication_status":"published","place":"Glasgow, United Kingdom","abstract":[{"lang":"eng","text":"We consider a dynamic bi-objective vehicle routing problem, where a subset of customers ask for service over time. Therein, the distance traveled by a single vehicle and the number of unserved dynamic requests is minimized by a dynamic evolutionary multi-objective algorithm (DEMOA), which operates on discrete time windows (eras). A decision is made at each era by a decision-maker, thus any decision depends on irreversible decisions made in foregoing eras. To understand effects of sequences of decision-making and interactions/dependencies between decisions made, we conduct a series of experiments. More precisely, we fix a set of decision-maker preferences D and the number of eras n{$<$}inf{$>$}t{$<$}/inf{$>$} and analyze all $|D|\\^{n_t}$ combinations of decision-maker options. We find that for random uniform instances (a) the final selected solutions mainly depend on the final decision and not on the decision history, (b) solutions are quite robust with respect to the number of unvisited dynamic customers, and (c) solutions of the dynamic approach can even dominate solutions obtained by a clairvoyant EMOA. In contrast, for instances with clustered customers, we observe a strong dependency on decision-making history as well as more variance in solution diversity."}],"extern":"1","user_id":"102979","title":"Towards Decision Support in Dynamic Bi-Objective Vehicle Routing","language":[{"iso":"eng"}],"type":"conference","citation":{"bibtex":"@inproceedings{Bossek_Grimme_Rudolph_Trautmann_2020, place={Glasgow, United Kingdom}, title={Towards Decision Support in Dynamic Bi-Objective Vehicle Routing}, DOI={10.1109/CEC48606.2020.9185778}, booktitle={2020 IEEE Congress on Evolutionary Computation (CEC)}, publisher={IEEE Press}, author={Bossek, Jakob and Grimme, Christian and Rudolph, Günter and Trautmann, Heike}, year={2020}, pages={1–8} }","mla":"Bossek, Jakob, et al. “Towards Decision Support in Dynamic Bi-Objective Vehicle Routing.” 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE Press, 2020, pp. 1–8, doi:10.1109/CEC48606.2020.9185778.","apa":"Bossek, J., Grimme, C., Rudolph, G., & Trautmann, H. (2020). Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. 2020 IEEE Congress on Evolutionary Computation (CEC), 1–8. https://doi.org/10.1109/CEC48606.2020.9185778","ama":"Bossek J, Grimme C, Rudolph G, Trautmann H. Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. In: 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE Press; 2020:1–8. doi:10.1109/CEC48606.2020.9185778","chicago":"Bossek, Jakob, Christian Grimme, Günter Rudolph, and Heike Trautmann. “Towards Decision Support in Dynamic Bi-Objective Vehicle Routing.” In 2020 IEEE Congress on Evolutionary Computation (CEC), 1–8. Glasgow, United Kingdom: IEEE Press, 2020. https://doi.org/10.1109/CEC48606.2020.9185778.","ieee":"J. Bossek, C. Grimme, G. Rudolph, and H. Trautmann, “Towards Decision Support in Dynamic Bi-Objective Vehicle Routing,” in 2020 IEEE Congress on Evolutionary Computation (CEC), 2020, pp. 1–8, doi: 10.1109/CEC48606.2020.9185778.","short":"J. Bossek, C. Grimme, G. Rudolph, H. Trautmann, in: 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE Press, Glasgow, United Kingdom, 2020, pp. 1–8."},"year":"2020","page":"1–8","_id":"48846","date_updated":"2023-12-13T10:44:17Z","doi":"10.1109/CEC48606.2020.9185778"},{"publisher":"Association for Computing Machinery","author":[{"last_name":"Do","first_name":"Anh Viet","full_name":"Do, Anh Viet"},{"orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","first_name":"Jakob","id":"102979","last_name":"Bossek"},{"last_name":"Neumann","first_name":"Aneta","full_name":"Neumann, Aneta"},{"last_name":"Neumann","first_name":"Frank","full_name":"Neumann, Frank"}],"keyword":["diversity maximisation","evolutionary algorithms","travelling salesperson problem"],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","status":"public","date_created":"2023-11-14T15:58:58Z","abstract":[{"text":"Evolving diverse sets of high quality solutions has gained increasing interest in the evolutionary computation literature in recent years. With this paper, we contribute to this area of research by examining evolutionary diversity optimisation approaches for the classical Traveling Salesperson Problem (TSP). We study the impact of using different diversity measures for a given set of tours and the ability of evolutionary algorithms to obtain a diverse set of high quality solutions when adopting these measures. Our studies show that a large variety of diverse high quality tours can be achieved by using our approaches. Furthermore, we compare our approaches in terms of theoretical properties and the final set of tours obtained by the evolutionary diversity optimisation algorithm.","lang":"eng"}],"extern":"1","user_id":"102979","year":"2020","citation":{"short":"A.V. Do, J. Bossek, A. Neumann, F. Neumann, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2020, pp. 681–689.","ieee":"A. V. Do, J. Bossek, A. Neumann, and F. Neumann, “Evolving Diverse Sets of Tours for the Travelling Salesperson Problem,” in Proceedings of the Genetic and Evolutionary Computation Conference, 2020, pp. 681–689, doi: 10.1145/3377930.3389844.","ama":"Do AV, Bossek J, Neumann A, Neumann F. Evolving Diverse Sets of Tours for the Travelling Salesperson Problem. In: Proceedings of the Genetic and Evolutionary Computation Conference. GECCO’20. Association for Computing Machinery; 2020:681–689. doi:10.1145/3377930.3389844","apa":"Do, A. V., Bossek, J., Neumann, A., & Neumann, F. (2020). Evolving Diverse Sets of Tours for the Travelling Salesperson Problem. Proceedings of the Genetic and Evolutionary Computation Conference, 681–689. https://doi.org/10.1145/3377930.3389844","chicago":"Do, Anh Viet, Jakob Bossek, Aneta Neumann, and Frank Neumann. “Evolving Diverse Sets of Tours for the Travelling Salesperson Problem.” In Proceedings of the Genetic and Evolutionary Computation Conference, 681–689. GECCO’20. New York, NY, USA: Association for Computing Machinery, 2020. https://doi.org/10.1145/3377930.3389844.","bibtex":"@inproceedings{Do_Bossek_Neumann_Neumann_2020, place={New York, NY, USA}, series={GECCO’20}, title={Evolving Diverse Sets of Tours for the Travelling Salesperson Problem}, DOI={10.1145/3377930.3389844}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Do, Anh Viet and Bossek, Jakob and Neumann, Aneta and Neumann, Frank}, year={2020}, pages={681–689}, collection={GECCO’20} }","mla":"Do, Anh Viet, et al. “Evolving Diverse Sets of Tours for the Travelling Salesperson Problem.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 681–689, doi:10.1145/3377930.3389844."},"type":"conference","page":"681–689","_id":"48879","department":[{"_id":"819"}],"publication_identifier":{"isbn":["978-1-4503-7128-5"]},"place":"New York, NY, USA","title":"Evolving Diverse Sets of Tours for the Travelling Salesperson Problem","series_title":"GECCO’20","language":[{"iso":"eng"}],"date_updated":"2023-12-13T10:48:50Z","doi":"10.1145/3377930.3389844"},{"title":"Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem","place":"New York, NY, USA","publication_identifier":{"isbn":["978-1-4503-7128-5"]},"department":[{"_id":"819"}],"doi":"10.1145/3377930.3390168","date_updated":"2023-12-13T10:49:38Z","language":[{"iso":"eng"}],"series_title":"{GECCO} ’20","user_id":"102979","extern":"1","abstract":[{"lang":"eng","text":"Evolutionary algorithms (EAs) are general-purpose problem solvers that usually perform an unbiased search. This is reasonable and desirable in a black-box scenario. For combinatorial optimization problems, often more knowledge about the structure of optimal solutions is given, which can be leveraged by means of biased search operators. We consider the Minimum Spanning Tree (MST) problem in a single- and multi-objective version, and introduce a biased mutation, which puts more emphasis on the selection of edges of low rank in terms of low domination number. We present example graphs where the biased mutation can significantly speed up the expected runtime until (Pareto-)optimal solutions are found. On the other hand, we demonstrate that bias can lead to exponential runtime if \"heavy\" edges are necessarily part of an optimal solution. However, on general graphs in the single-objective setting, we show that a combined mutation operator which decides for unbiased or biased edge selection in each step with equal probability exhibits a polynomial upper bound - as unbiased mutation - in the worst case and benefits from bias if the circumstances are favorable."}],"status":"public","date_created":"2023-11-14T15:59:00Z","author":[{"last_name":"Roostapour","first_name":"Vahid","full_name":"Roostapour, Vahid"},{"last_name":"Bossek","id":"102979","first_name":"Jakob","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob"},{"last_name":"Neumann","full_name":"Neumann, Frank","first_name":"Frank"}],"publisher":"Association for Computing Machinery","keyword":["biased mutation","evolutionary algorithms","minimum spanning tree problem","runtime analysis"],"publication":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference","_id":"48895","citation":{"mla":"Roostapour, Vahid, et al. “Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem.” Proceedings of the 2020 Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 551–559, doi:10.1145/3377930.3390168.","bibtex":"@inproceedings{Roostapour_Bossek_Neumann_2020, place={New York, NY, USA}, series={{GECCO} ’20}, title={Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem}, DOI={10.1145/3377930.3390168}, booktitle={Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Roostapour, Vahid and Bossek, Jakob and Neumann, Frank}, year={2020}, pages={551–559}, collection={{GECCO} ’20} }","chicago":"Roostapour, Vahid, Jakob Bossek, and Frank Neumann. “Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem.” In Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 551–559. {GECCO} ’20. New York, NY, USA: Association for Computing Machinery, 2020. https://doi.org/10.1145/3377930.3390168.","apa":"Roostapour, V., Bossek, J., & Neumann, F. (2020). Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem. Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 551–559. https://doi.org/10.1145/3377930.3390168","ama":"Roostapour V, Bossek J, Neumann F. Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem. In: Proceedings of the 2020 Genetic and Evolutionary Computation Conference. {GECCO} ’20. Association for Computing Machinery; 2020:551–559. doi:10.1145/3377930.3390168","ieee":"V. Roostapour, J. Bossek, and F. Neumann, “Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem,” in Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 2020, pp. 551–559, doi: 10.1145/3377930.3390168.","short":"V. Roostapour, J. Bossek, F. Neumann, in: Proceedings of the 2020 Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2020, pp. 551–559."},"year":"2020","type":"conference","page":"551–559"},{"abstract":[{"lang":"eng","text":"In this work we focus on the well-known Euclidean Traveling Salesperson Problem (TSP) and two highly competitive inexact heuristic TSP solvers, EAX and LKH, in the context of per-instance algorithm selection (AS). We evolve instances with nodes where the solvers show strongly different performance profiles. These instances serve as a basis for an exploratory study on the identification of well-discriminating problem characteristics (features). Our results in a nutshell: we show that even though (1) promising features exist, (2) these are in line with previous results from the literature, and (3) models trained with these features are more accurate than models adopting sophisticated feature selection methods, the advantage is not close to the virtual best solver in terms of penalized average runtime and so is the performance gain over the single best solver. However, we show that a feature-free deep neural network based approach solely based on visual representation of the instances already matches classical AS model results and thus shows huge potential for future studies."}],"extern":"1","user_id":"102979","publisher":"Springer-Verlag","author":[{"last_name":"Seiler","first_name":"Moritz","full_name":"Seiler, Moritz"},{"full_name":"Pohl, Janina","first_name":"Janina","last_name":"Pohl"},{"id":"102979","last_name":"Bossek","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","first_name":"Jakob"},{"last_name":"Kerschke","full_name":"Kerschke, Pascal","first_name":"Pascal"},{"last_name":"Trautmann","first_name":"Heike","full_name":"Trautmann, Heike"}],"keyword":["Automated algorithm selection","Deep learning","Feature-based approaches","Traveling Salesperson Problem"],"publication":"Parallel Problem Solving from {Nature} (PPSN XVI)","status":"public","date_created":"2023-11-14T15:59:00Z","_id":"48897","type":"conference","year":"2020","citation":{"ama":"Seiler M, Pohl J, Bossek J, Kerschke P, Trautmann H. Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. In: Parallel Problem Solving from {Nature} (PPSN XVI). Springer-Verlag; 2020:48–64. doi:10.1007/978-3-030-58112-1_4","apa":"Seiler, M., Pohl, J., Bossek, J., Kerschke, P., & Trautmann, H. (2020). Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. Parallel Problem Solving from {Nature} (PPSN XVI), 48–64. https://doi.org/10.1007/978-3-030-58112-1_4","chicago":"Seiler, Moritz, Janina Pohl, Jakob Bossek, Pascal Kerschke, and Heike Trautmann. “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.” In Parallel Problem Solving from {Nature} (PPSN XVI), 48–64. Berlin, Heidelberg: Springer-Verlag, 2020. https://doi.org/10.1007/978-3-030-58112-1_4.","mla":"Seiler, Moritz, et al. “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.” Parallel Problem Solving from {Nature} (PPSN XVI), Springer-Verlag, 2020, pp. 48–64, doi:10.1007/978-3-030-58112-1_4.","bibtex":"@inproceedings{Seiler_Pohl_Bossek_Kerschke_Trautmann_2020, place={Berlin, Heidelberg}, title={Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem}, DOI={10.1007/978-3-030-58112-1_4}, booktitle={Parallel Problem Solving from {Nature} (PPSN XVI)}, publisher={Springer-Verlag}, author={Seiler, Moritz and Pohl, Janina and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={48–64} }","short":"M. Seiler, J. Pohl, J. Bossek, P. Kerschke, H. Trautmann, in: Parallel Problem Solving from {Nature} (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 48–64.","ieee":"M. Seiler, J. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem,” in Parallel Problem Solving from {Nature} (PPSN XVI), 2020, pp. 48–64, doi: 10.1007/978-3-030-58112-1_4."},"page":"48–64","place":"Berlin, Heidelberg","title":"Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem","department":[{"_id":"819"}],"publication_identifier":{"isbn":["978-3-030-58111-4"]},"date_updated":"2023-12-13T10:49:45Z","doi":"10.1007/978-3-030-58112-1_4","language":[{"iso":"eng"}]},{"abstract":[{"lang":"eng","text":"We build upon a recently proposed multi-objective view onto performance measurement of single-objective stochastic solvers. The trade-off between the fraction of failed runs and the mean runtime of successful runs \\textendash both to be minimized \\textendash is directly analyzed based on a study on algorithm selection of inexact state-of-the-art solvers for the famous Traveling Salesperson Problem (TSP). Moreover, we adopt the hypervolume indicator (HV) commonly used in multi-objective optimization for simultaneously assessing both conflicting objectives and investigate relations to commonly used performance indicators, both theoretically and empirically. Next to Penalized Average Runtime (PAR) and Penalized Quantile Runtime (PQR), the HV measure is used as a core concept within the construction of per-instance algorithm selection models offering interesting insights into complementary behavior of inexact TSP solvers. \\textbullet The multi-objective perspective is naturally generalizable to multiple objectives. \\textbullet Proof of relationship between HV and the PAR in the considered bi-objective space. \\textbullet New insights into complementary behavior of stochastic optimization algorithms."}],"title":"A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms","user_id":"102979","author":[{"id":"102979","last_name":"Bossek","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","first_name":"Jakob"},{"last_name":"Kerschke","full_name":"Kerschke, Pascal","first_name":"Pascal"},{"full_name":"Trautmann, Heike","first_name":"Heike","last_name":"Trautmann"}],"publication":"Applied Soft Computing","department":[{"_id":"819"}],"keyword":["Algorithm selection","Combinatorial optimization","Multi-objective optimization","Performance measurement","Traveling Salesperson Problem"],"publication_identifier":{"issn":["1568-4946"]},"volume":88,"status":"public","date_created":"2023-11-14T15:58:53Z","_id":"48848","date_updated":"2023-12-13T10:52:17Z","intvolume":" 88","doi":"10.1016/j.asoc.2019.105901","issue":"C","citation":{"mla":"Bossek, Jakob, et al. “A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms.” Applied Soft Computing, vol. 88, no. C, 2020, doi:10.1016/j.asoc.2019.105901.","bibtex":"@article{Bossek_Kerschke_Trautmann_2020, title={A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms}, volume={88}, DOI={10.1016/j.asoc.2019.105901}, number={C}, journal={Applied Soft Computing}, author={Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020} }","apa":"Bossek, J., Kerschke, P., & Trautmann, H. (2020). A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms. Applied Soft Computing, 88(C). https://doi.org/10.1016/j.asoc.2019.105901","ama":"Bossek J, Kerschke P, Trautmann H. A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms. Applied Soft Computing. 2020;88(C). doi:10.1016/j.asoc.2019.105901","chicago":"Bossek, Jakob, Pascal Kerschke, and Heike Trautmann. “A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms.” Applied Soft Computing 88, no. C (2020). https://doi.org/10.1016/j.asoc.2019.105901.","ieee":"J. Bossek, P. Kerschke, and H. Trautmann, “A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms,” Applied Soft Computing, vol. 88, no. C, 2020, doi: 10.1016/j.asoc.2019.105901.","short":"J. Bossek, P. Kerschke, H. Trautmann, Applied Soft Computing 88 (2020)."},"type":"journal_article","year":"2020","language":[{"iso":"eng"}]},{"date_updated":"2023-12-13T10:52:24Z","_id":"48836","citation":{"chicago":"Bartz-Beielstein, Thomas, Carola Doerr, Daan van den Berg, Jakob Bossek, Sowmya Chandrasekaran, Tome Eftimov, Andreas Fischbach, et al. “Benchmarking in Optimization: Best Practice and Open Issues.” Corr, 2020.","ama":"Bartz-Beielstein T, Doerr C, van den Berg D, et al. Benchmarking in Optimization: Best Practice and Open Issues. Corr. Published online 2020.","apa":"Bartz-Beielstein, T., Doerr, C., van den Berg, D., Bossek, J., Chandrasekaran, S., Eftimov, T., Fischbach, A., Kerschke, P., Cava, W. L., Lopez-Ibanez, M., Malan, K. M., Moore, J. H., Naujoks, B., Orzechowski, P., Volz, V., Wagner, M., & Weise, T. (2020). Benchmarking in Optimization: Best Practice and Open Issues. Corr.","bibtex":"@article{Bartz-Beielstein_Doerr_van den Berg_Bossek_Chandrasekaran_Eftimov_Fischbach_Kerschke_Cava_Lopez-Ibanez_et al._2020, title={Benchmarking in Optimization: Best Practice and Open Issues}, journal={Corr}, author={Bartz-Beielstein, Thomas and Doerr, Carola and van den Berg, Daan and Bossek, Jakob and Chandrasekaran, Sowmya and Eftimov, Tome and Fischbach, Andreas and Kerschke, Pascal and Cava, William La and Lopez-Ibanez, Manuel and et al.}, year={2020} }","mla":"Bartz-Beielstein, Thomas, et al. “Benchmarking in Optimization: Best Practice and Open Issues.” Corr, 2020.","short":"T. Bartz-Beielstein, C. Doerr, D. van den Berg, J. Bossek, S. Chandrasekaran, T. Eftimov, A. Fischbach, P. Kerschke, W.L. Cava, M. Lopez-Ibanez, K.M. Malan, J.H. Moore, B. Naujoks, P. Orzechowski, V. Volz, M. Wagner, T. Weise, Corr (2020).","ieee":"T. Bartz-Beielstein et al., “Benchmarking in Optimization: Best Practice and Open Issues,” Corr, 2020."},"type":"journal_article","year":"2020","language":[{"iso":"eng"}],"title":"Benchmarking in Optimization: Best Practice and Open Issues","user_id":"102979","department":[{"_id":"819"}],"publication":"Corr","author":[{"last_name":"Bartz-Beielstein","full_name":"Bartz-Beielstein, Thomas","first_name":"Thomas"},{"full_name":"Doerr, Carola","first_name":"Carola","last_name":"Doerr"},{"first_name":"Daan","full_name":"van den Berg, Daan","last_name":"van den Berg"},{"first_name":"Jakob","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","last_name":"Bossek","id":"102979"},{"last_name":"Chandrasekaran","full_name":"Chandrasekaran, Sowmya","first_name":"Sowmya"},{"last_name":"Eftimov","full_name":"Eftimov, Tome","first_name":"Tome"},{"first_name":"Andreas","full_name":"Fischbach, Andreas","last_name":"Fischbach"},{"last_name":"Kerschke","full_name":"Kerschke, Pascal","first_name":"Pascal"},{"last_name":"Cava","first_name":"William La","full_name":"Cava, William La"},{"full_name":"Lopez-Ibanez, Manuel","first_name":"Manuel","last_name":"Lopez-Ibanez"},{"last_name":"Malan","full_name":"Malan, Katherine M.","first_name":"Katherine M."},{"first_name":"Jason H.","full_name":"Moore, Jason H.","last_name":"Moore"},{"last_name":"Naujoks","first_name":"Boris","full_name":"Naujoks, Boris"},{"last_name":"Orzechowski","full_name":"Orzechowski, Patryk","first_name":"Patryk"},{"full_name":"Volz, Vanessa","first_name":"Vanessa","last_name":"Volz"},{"last_name":"Wagner","full_name":"Wagner, Markus","first_name":"Markus"},{"last_name":"Weise","first_name":"Thomas","full_name":"Weise, Thomas"}],"date_created":"2023-11-14T15:58:51Z","status":"public"},{"main_file_link":[{"open_access":"1","url":"https://www.zwischentoene.info/unterrichtseinheit/praesentation?tx_uemat_uemat%5Bunterrichtseinheit%5D=65&cHash=ea39aadf818de9c990c1f542ba84741b"}],"language":[{"iso":"ger"}],"type":"misc","year":"2020","citation":{"bibtex":"@book{Fastlabend-Vargas_2020, place={Zwischentöne.info }, title={Geschichte(n) der deutschen Migrationsgesellschaft. 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Jugendliche erzählen begründete historische Geschichten Eine Unterrichtsreihe für das Portal Zwischentöne.info . Zwischentöne.info : Zwischentöne.info , 2020.","ieee":"D. Fastlabend-Vargas, Geschichte(n) der deutschen Migrationsgesellschaft. Jugendliche erzählen begründete historische Geschichten Eine Unterrichtsreihe für das Portal Zwischentöne.info . Zwischentöne.info : Zwischentöne.info , 2020.","short":"D. Fastlabend-Vargas, Geschichte(n) der deutschen Migrationsgesellschaft. 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