[{"department":[{"_id":"66"}],"user_id":"107","_id":"28338","file_date_updated":"2021-12-06T15:44:46Z","language":[{"iso":"eng"}],"ddc":["000"],"publication":"Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective","type":"book_chapter","status":"public","file":[{"date_updated":"2021-12-06T15:44:46Z","creator":"gparisi","date_created":"2021-12-06T13:34:29Z","file_size":545274,"file_name":"Digital Transformation 14-11-21_1.pdf","file_id":"28339","access_level":"open_access","content_type":"application/pdf","relation":"main_file"}],"editor":[{"last_name":"Vogel-Heuser","full_name":"Vogel-Heuser, Birgit","first_name":"Birgit"},{"first_name":"Manuel","full_name":"Wimmer, Manuel","last_name":"Wimmer"}],"author":[{"full_name":"Kehrbusch, Burkhard","last_name":"Kehrbusch","first_name":"Burkhard"},{"last_name":"Engels","full_name":"Engels, Gregor","id":"107","first_name":"Gregor"}],"date_created":"2021-12-06T13:44:50Z","oa":"1","publisher":"Springer-Vieweg","date_updated":"2022-01-06T06:58:01Z","title":"Digital Transformation - Towards flexible human-centric enterprises","has_accepted_license":"1","citation":{"chicago":"Kehrbusch, Burkhard, and Gregor Engels. “Digital Transformation - Towards Flexible Human-Centric Enterprises.” In <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>, edited by Birgit Vogel-Heuser and Manuel Wimmer. Springer-Vieweg, 2022.","ieee":"B. Kehrbusch and G. Engels, “Digital Transformation - Towards flexible human-centric enterprises,” in <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>, B. Vogel-Heuser and M. Wimmer, Eds. Springer-Vieweg, 2022.","ama":"Kehrbusch B, Engels G. Digital Transformation - Towards flexible human-centric enterprises. In: Vogel-Heuser B, Wimmer M, eds. <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>. Springer-Vieweg; 2022.","apa":"Kehrbusch, B., &#38; Engels, G. (2022). Digital Transformation - Towards flexible human-centric enterprises. In B. Vogel-Heuser &#38; M. Wimmer (Eds.), <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>. Springer-Vieweg.","bibtex":"@inbook{Kehrbusch_Engels_2022, title={Digital Transformation - Towards flexible human-centric enterprises}, booktitle={Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective}, publisher={Springer-Vieweg}, author={Kehrbusch, Burkhard and Engels, Gregor}, editor={Vogel-Heuser, Birgit and Wimmer, Manuel}, year={2022} }","mla":"Kehrbusch, Burkhard, and Gregor Engels. “Digital Transformation - Towards Flexible Human-Centric Enterprises.” <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>, edited by Birgit Vogel-Heuser and Manuel Wimmer, Springer-Vieweg, 2022.","short":"B. Kehrbusch, G. Engels, in: B. Vogel-Heuser, M. Wimmer (Eds.), Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective, Springer-Vieweg, 2022."},"year":"2022"},{"conference":{"end_date":"2022-01-07","location":"Hawaii, USA","name":"55th Hawaii International Conference on System Sciences","start_date":"2022-01-04"},"main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/handle/10125/79486","open_access":"1"}],"title":"Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation","author":[{"first_name":"Christian","id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"},{"first_name":"Martin ","last_name":"Rabe","full_name":"Rabe, Martin "}],"date_created":"2022-01-03T16:02:39Z","oa":"1","date_updated":"2022-01-06T06:58:46Z","citation":{"apa":"Koldewey, C., Dumitrescu, R., &#38; Rabe, M. (2022). Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation. <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>. 55th Hawaii International Conference on System Sciences, Hawaii, USA.","bibtex":"@inproceedings{Koldewey_Dumitrescu_Rabe_2022, title={Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences}, author={Koldewey, Christian and Dumitrescu, Roman and Rabe, Martin }, year={2022} }","short":"C. Koldewey, R. Dumitrescu, M. Rabe, in: Proceedings of the 55th Hawaii International Conference on System Sciences, 2022.","mla":"Koldewey, Christian, et al. “Introduction to the Data-Driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation.” <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 2022.","chicago":"Koldewey, Christian, Roman Dumitrescu, and Martin  Rabe. “Introduction to the Data-Driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation.” In <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 2022.","ieee":"C. Koldewey, R. Dumitrescu, and M. Rabe, “Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation,” presented at the 55th Hawaii International Conference on System Sciences, Hawaii, USA, 2022.","ama":"Koldewey C, Dumitrescu R, Rabe M. Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation. In: <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>. ; 2022."},"year":"2022","language":[{"iso":"eng"}],"ddc":["650"],"department":[{"_id":"563"}],"user_id":"43136","_id":"29149","status":"public","publication":"Proceedings of the 55th Hawaii International Conference on System Sciences","type":"conference_abstract"},{"type":"conference","publication":"Proceedings of the 17th International Conference on Wirtschaftsinformatik","abstract":[{"lang":"eng","text":"The development of business models is a challenging task that can be supported with software tools. Here, existing approaches and tools do not focus on the company’s situation in which the development takes place (e.g., financial resources, product type). To tackle this challenge, we used design science research to develop a situation-specific business model development approach that contains three stages: First, existing knowledge in terms of tasks to do (e.g., analyze competitive advantage), and decisions to be made (e.g., social media marketing) are stored in repositories. Second, the knowledge is used to compose a development method based on the company’s situation. Third, the development method is enacted to develop a business model. This demonstration paper presents a tool-support called Situational Business Model Developer that supports all stages of our approach. We release the tool under open-source and evaluate it with a case study on developing business models for mobile apps."}],"status":"public","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C5: SFB 901 - Subproject C5","_id":"17"}],"_id":"29839","user_id":"47208","department":[{"_id":"66"},{"_id":"534"}],"keyword":["Business Model Development","Situational Method Engineering","Tool Support"],"language":[{"iso":"eng"}],"year":"2022","citation":{"ieee":"S. Gottschalk, E. Yigitbas, A. Nowosad, and G. Engels, “Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development,” presented at the 17th International Conference on Wirtschaftsinformatik, Nuremberg, 2022.","chicago":"Gottschalk, Sebastian, Enes Yigitbas, Alexander Nowosad, and Gregor Engels. “Situational Business Model Developer: A Tool-Support for Situation-Specific Business Model Development.” In <i>Proceedings of the 17th International Conference on Wirtschaftsinformatik</i>. AIS, 2022.","ama":"Gottschalk S, Yigitbas E, Nowosad A, Engels G. Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development. In: <i>Proceedings of the 17th International Conference on Wirtschaftsinformatik</i>. AIS; 2022.","bibtex":"@inproceedings{Gottschalk_Yigitbas_Nowosad_Engels_2022, title={Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development}, booktitle={Proceedings of the 17th International Conference on Wirtschaftsinformatik}, publisher={AIS}, author={Gottschalk, Sebastian and Yigitbas, Enes and Nowosad, Alexander and Engels, Gregor}, year={2022} }","mla":"Gottschalk, Sebastian, et al. “Situational Business Model Developer: A Tool-Support for Situation-Specific Business Model Development.” <i>Proceedings of the 17th International Conference on Wirtschaftsinformatik</i>, AIS, 2022.","short":"S. Gottschalk, E. Yigitbas, A. Nowosad, G. Engels, in: Proceedings of the 17th International Conference on Wirtschaftsinformatik, AIS, 2022.","apa":"Gottschalk, S., Yigitbas, E., Nowosad, A., &#38; Engels, G. (2022). Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development. <i>Proceedings of the 17th International Conference on Wirtschaftsinformatik</i>. 17th International Conference on Wirtschaftsinformatik, Nuremberg."},"oa":"1","date_updated":"2022-02-15T07:26:26Z","publisher":"AIS","author":[{"first_name":"Sebastian","last_name":"Gottschalk","full_name":"Gottschalk, Sebastian","id":"47208"},{"first_name":"Enes","id":"8447","full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X","last_name":"Yigitbas"},{"last_name":"Nowosad","full_name":"Nowosad, Alexander","first_name":"Alexander"},{"first_name":"Gregor","full_name":"Engels, Gregor","id":"107","last_name":"Engels"}],"date_created":"2022-02-15T07:20:21Z","title":"Situational Business Model Developer: A Tool-support for Situation-specific Business Model Development","main_file_link":[{"open_access":"1","url":"https://aisel.aisnet.org/wi2022/prototype_track/prototype_track/34/"}],"conference":{"end_date":"2022-02-23","location":"Nuremberg","name":"17th International Conference on Wirtschaftsinformatik","start_date":"2022-02-21"}},{"publication":"Proceedings of the 17th International Conference on Wirtschaftsinformatik","type":"conference","status":"public","abstract":[{"text":"Due to the proliferation of Virtual Reality (VR) technology, VR is finding new applications in various domains, such as stock trading. Here, traders invest in stocks intending to increase their profit. For this purpose, in conventional stock trading, traders usually make use of 2D applications on desktop or laptop devices. This leads to many drawbacks such as poor visibility due to limited 2D representation, complex interaction due to indirect interaction via mouse and keyboard, or restricted support for collaboration between traders. To overcome these issues, we have developed a novel collaborative, virtual environment for stock trading, which enables stock traders to view financial information and trade stocks with other collaborators. The main results of a usability study indicate that the VR environment, compared to conventional stock trading, shows no significant advantages concerning efficiency and effectiveness, however, we could observe an increased user satisfaction and better collaboration.","lang":"eng"}],"department":[{"_id":"66"},{"_id":"534"}],"user_id":"47208","_id":"29840","language":[{"iso":"eng"}],"keyword":["virtual reality","stock trading","collaboration","usability"],"citation":{"ama":"Yigitbas E, Gottschalk S, Nowosad A, Engels G. Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality. In: <i>Proceedings of the 17th International Conference on Wirtschaftsinformatik</i>. AIS; 2022.","chicago":"Yigitbas, Enes, Sebastian Gottschalk, Alexander Nowosad, and Gregor Engels. “Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality.” In <i>Proceedings of the 17th International Conference on Wirtschaftsinformatik</i>. AIS, 2022.","ieee":"E. Yigitbas, S. Gottschalk, A. Nowosad, and G. Engels, “Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality,” presented at the 17th International Conference on Wirtschaftsinformatik, Nuremberg, 2022.","apa":"Yigitbas, E., Gottschalk, S., Nowosad, A., &#38; Engels, G. (2022). Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality. <i>Proceedings of the 17th International Conference on Wirtschaftsinformatik</i>. 17th International Conference on Wirtschaftsinformatik, Nuremberg.","bibtex":"@inproceedings{Yigitbas_Gottschalk_Nowosad_Engels_2022, title={Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality}, booktitle={Proceedings of the 17th International Conference on Wirtschaftsinformatik}, publisher={AIS}, author={Yigitbas, Enes and Gottschalk, Sebastian and Nowosad, Alexander and Engels, Gregor}, year={2022} }","mla":"Yigitbas, Enes, et al. “Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality.” <i>Proceedings of the 17th International Conference on Wirtschaftsinformatik</i>, AIS, 2022.","short":"E. Yigitbas, S. Gottschalk, A. Nowosad, G. Engels, in: Proceedings of the 17th International Conference on Wirtschaftsinformatik, AIS, 2022."},"year":"2022","date_created":"2022-02-15T07:24:50Z","author":[{"first_name":"Enes","full_name":"Yigitbas, Enes","id":"8447","last_name":"Yigitbas","orcid":"0000-0002-5967-833X"},{"last_name":"Gottschalk","id":"47208","full_name":"Gottschalk, Sebastian","first_name":"Sebastian"},{"full_name":"Nowosad, Alexander","last_name":"Nowosad","first_name":"Alexander"},{"id":"107","full_name":"Engels, Gregor","last_name":"Engels","first_name":"Gregor"}],"publisher":"AIS","date_updated":"2022-02-15T07:25:45Z","oa":"1","conference":{"end_date":"2022-02-23","location":"Nuremberg","name":"17th International Conference on Wirtschaftsinformatik","start_date":"2022-02-21"},"main_file_link":[{"url":"https://aisel.aisnet.org/wi2022/hci/hci/17/","open_access":"1"}],"title":"Development and Evaluation of a Collaborative Stock Trading Environment in Virtual Reality"},{"author":[{"last_name":"Castenow","id":"38705","full_name":"Castenow, Jannik","first_name":"Jannik"},{"last_name":"Kling","full_name":"Kling, Peter","first_name":"Peter"},{"first_name":"Till","id":"39241","full_name":"Knollmann, Till","last_name":"Knollmann","orcid":"0000-0003-2014-4696"},{"first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm","id":"15523"}],"date_created":"2022-02-15T07:38:28Z","date_updated":"2022-02-15T07:41:00Z","publisher":"Elsevier BV","doi":"10.1016/j.ic.2022.104877","title":"A Discrete and Continuous Study of the Max-Chain-Formation Problem","publication_identifier":{"issn":["0890-5401"]},"publication_status":"published","citation":{"apa":"Castenow, J., Kling, P., Knollmann, T., &#38; Meyer auf der Heide, F. (2022). A Discrete and Continuous Study of the Max-Chain-Formation Problem. <i>Information and Computation</i>, Article 104877. <a href=\"https://doi.org/10.1016/j.ic.2022.104877\">https://doi.org/10.1016/j.ic.2022.104877</a>","short":"J. Castenow, P. Kling, T. Knollmann, F. Meyer auf der Heide, Information and Computation (2022).","bibtex":"@article{Castenow_Kling_Knollmann_Meyer auf der Heide_2022, title={A Discrete and Continuous Study of the Max-Chain-Formation Problem}, DOI={<a href=\"https://doi.org/10.1016/j.ic.2022.104877\">10.1016/j.ic.2022.104877</a>}, number={104877}, journal={Information and Computation}, publisher={Elsevier BV}, author={Castenow, Jannik and Kling, Peter and Knollmann, Till and Meyer auf der Heide, Friedhelm}, year={2022} }","mla":"Castenow, Jannik, et al. “A Discrete and Continuous Study of the Max-Chain-Formation Problem.” <i>Information and Computation</i>, 104877, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.ic.2022.104877\">10.1016/j.ic.2022.104877</a>.","ama":"Castenow J, Kling P, Knollmann T, Meyer auf der Heide F. A Discrete and Continuous Study of the Max-Chain-Formation Problem. <i>Information and Computation</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1016/j.ic.2022.104877\">10.1016/j.ic.2022.104877</a>","chicago":"Castenow, Jannik, Peter Kling, Till Knollmann, and Friedhelm Meyer auf der Heide. “A Discrete and Continuous Study of the Max-Chain-Formation Problem.” <i>Information and Computation</i>, 2022. <a href=\"https://doi.org/10.1016/j.ic.2022.104877\">https://doi.org/10.1016/j.ic.2022.104877</a>.","ieee":"J. Castenow, P. Kling, T. Knollmann, and F. Meyer auf der Heide, “A Discrete and Continuous Study of the Max-Chain-Formation Problem,” <i>Information and Computation</i>, Art. no. 104877, 2022, doi: <a href=\"https://doi.org/10.1016/j.ic.2022.104877\">10.1016/j.ic.2022.104877</a>."},"year":"2022","department":[{"_id":"63"}],"user_id":"38705","_id":"29843","project":[{"_id":"106","name":"Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme"}],"language":[{"iso":"eng"}],"keyword":["Computational Theory and Mathematics","Computer Science Applications","Information Systems","Theoretical Computer Science"],"article_number":"104877","publication":"Information and Computation","type":"journal_article","status":"public"},{"language":[{"iso":"eng"}],"user_id":"15504","department":[{"_id":"75"}],"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"16","name":"SFB 901 - C4: SFB 901 - Subproject C4"}],"_id":"29672","status":"public","type":"dissertation","doi":"10.17619/UNIPB/1-1276 ","title":"Network and Service Coordination: Conventional and Machine Learning Approaches\"","supervisor":[{"full_name":"Holger, Karl","last_name":"Holger","first_name":"Karl"}],"author":[{"first_name":"Stefan Balthasar","orcid":"0000-0001-8210-4011","last_name":"Schneider","full_name":"Schneider, Stefan Balthasar","id":"35343"}],"date_created":"2022-01-31T07:08:47Z","date_updated":"2022-02-18T08:17:36Z","citation":{"ieee":"S. B. Schneider, <i>Network and Service Coordination: Conventional and Machine Learning Approaches\"</i>. 2022.","chicago":"Schneider, Stefan Balthasar. <i>Network and Service Coordination: Conventional and Machine Learning Approaches\"</i>, 2022. <a href=\"https://doi.org/10.17619/UNIPB/1-1276 \">https://doi.org/10.17619/UNIPB/1-1276 </a>.","ama":"Schneider SB. <i>Network and Service Coordination: Conventional and Machine Learning Approaches\"</i>.; 2022. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1276 \">10.17619/UNIPB/1-1276 </a>","short":"S.B. Schneider, Network and Service Coordination: Conventional and Machine Learning Approaches\", 2022.","mla":"Schneider, Stefan Balthasar. <i>Network and Service Coordination: Conventional and Machine Learning Approaches\"</i>. 2022, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1276 \">10.17619/UNIPB/1-1276 </a>.","bibtex":"@book{Schneider_2022, title={Network and Service Coordination: Conventional and Machine Learning Approaches\"}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1276 \">10.17619/UNIPB/1-1276 </a>}, author={Schneider, Stefan Balthasar}, year={2022} }","apa":"Schneider, S. B. (2022). <i>Network and Service Coordination: Conventional and Machine Learning Approaches\"</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-1276 \">https://doi.org/10.17619/UNIPB/1-1276 </a>"},"year":"2022"},{"publication":"Proceedings of the 55th Hawaii International Conference on System Sciences","type":"conference","status":"public","abstract":[{"lang":"eng","text":"Cyber-physical systems generate and collect huge amounts of usage data during operation. Analyzing these data may enable manufacturing companies to identify weaknesses and learn about the users of their products. Such insights are valuable in the early phases of product development like product planning, as they facilitate decision-making for product improvement. The analysis and exploitation of usage data in product planning, however, is a new task for manufacturing companies. To reduce mistakes and improve the results, companies should build upon a suitable reference process model. Unfortunately, established models for analyzing data cannot be easily applied for product planning. In this paper, we propose a reference process model for usage data-driven product planning. It builds on three well-established models for analyzing data and addresses the unique characteristics of usage data-driven product planning. Finally, we customize the model for a manufacturing company and demonstrate how it could be implemented in practice."}],"department":[{"_id":"563"}],"user_id":"77201","_id":"29380","language":[{"iso":"eng"}],"publication_status":"published","page":"6105-6114","citation":{"chicago":"Meyer, Maurice, Ingrid Wiederkehr, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “A Reference Process Model for Usage Data-Driven Product Planning.” In <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 6105–14, 2022.","ieee":"M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Usage Data-Driven Product Planning,” in <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 2022, pp. 6105–6114.","ama":"Meyer M, Wiederkehr I, Panzner M, Koldewey C, Dumitrescu R. A Reference Process Model for Usage Data-Driven Product Planning. In: <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>. ; 2022:6105-6114.","apa":"Meyer, M., Wiederkehr, I., Panzner, M., Koldewey, C., &#38; Dumitrescu, R. (2022). A Reference Process Model for Usage Data-Driven Product Planning. <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 6105–6114.","mla":"Meyer, Maurice, et al. “A Reference Process Model for Usage Data-Driven Product Planning.” <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 2022, pp. 6105–14.","bibtex":"@inproceedings{Meyer_Wiederkehr_Panzner_Koldewey_Dumitrescu_2022, title={A Reference Process Model for Usage Data-Driven Product Planning}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences}, author={Meyer, Maurice and Wiederkehr, Ingrid and Panzner, Melina and Koldewey, Christian and Dumitrescu, Roman}, year={2022}, pages={6105–6114} }","short":"M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, R. Dumitrescu, in: Proceedings of the 55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114."},"year":"2022","author":[{"id":"77201","full_name":"Meyer, Maurice","last_name":"Meyer","orcid":"0000-0003-0606-7321","first_name":"Maurice"},{"full_name":"Wiederkehr, Ingrid","id":"38169","last_name":"Wiederkehr","first_name":"Ingrid"},{"full_name":"Panzner, Melina","id":"72658","last_name":"Panzner","first_name":"Melina"},{"last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","id":"43136","full_name":"Koldewey, Christian","first_name":"Christian"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"date_created":"2022-01-18T07:53:00Z","date_updated":"2022-02-21T10:40:35Z","conference":{"name":"55th Hawaii International Conference on System Sciences"},"title":"A Reference Process Model for Usage Data-Driven Product Planning"},{"year":"2022","citation":{"short":"E. Yigitbas, K. Karakaya, I. Jovanovikj, G. Engels, in: L. Grunske, J. Siegmund, A. Vogelsang (Eds.), Software Engineering 2022, Fachtagung Des GI-Fachbereichs Softwaretechnik, 21.-25. Februar 2022, Virtuell, Gesellschaft für Informatik e.V., 2022, pp. 95–96.","mla":"Yigitbas, Enes, et al. “Enhancing Human-in-the-Loop Adaptive Systems through Digital Twins and VR Interfaces.” <i>Software Engineering 2022, Fachtagung Des GI-Fachbereichs Softwaretechnik, 21.-25. Februar 2022, Virtuell</i>, edited by Lars Grunske et al., vol. {P-320}, Gesellschaft für Informatik e.V., 2022, pp. 95–96, doi:<a href=\"https://doi.org/10.18420/se2022-ws-033\">10.18420/se2022-ws-033</a>.","bibtex":"@inproceedings{Yigitbas_Karakaya_Jovanovikj_Engels_2022, series={LNI}, title={Enhancing Human-in-the-Loop Adaptive Systems through Digital Twins and VR Interfaces}, volume={{P-320}}, DOI={<a href=\"https://doi.org/10.18420/se2022-ws-033\">10.18420/se2022-ws-033</a>}, booktitle={Software Engineering 2022, Fachtagung des GI-Fachbereichs Softwaretechnik, 21.-25. Februar 2022, Virtuell}, publisher={Gesellschaft für Informatik e.V.}, author={Yigitbas, Enes and Karakaya, Kadiray and Jovanovikj, Ivan and Engels, Gregor}, editor={Grunske, Lars and Siegmund, Janet and Vogelsang, Andreas}, year={2022}, pages={95–96}, collection={LNI} }","apa":"Yigitbas, E., Karakaya, K., Jovanovikj, I., &#38; Engels, G. (2022). Enhancing Human-in-the-Loop Adaptive Systems through Digital Twins and VR Interfaces. In L. Grunske, J. Siegmund, &#38; A. Vogelsang (Eds.), <i>Software Engineering 2022, Fachtagung des GI-Fachbereichs Softwaretechnik, 21.-25. Februar 2022, Virtuell: Vol. {P-320}</i> (pp. 95–96). Gesellschaft für Informatik e.V. <a href=\"https://doi.org/10.18420/se2022-ws-033\">https://doi.org/10.18420/se2022-ws-033</a>","chicago":"Yigitbas, Enes, Kadiray Karakaya, Ivan Jovanovikj, and Gregor Engels. “Enhancing Human-in-the-Loop Adaptive Systems through Digital Twins and VR Interfaces.” In <i>Software Engineering 2022, Fachtagung Des GI-Fachbereichs Softwaretechnik, 21.-25. Februar 2022, Virtuell</i>, edited by Lars Grunske, Janet Siegmund, and Andreas Vogelsang, {P-320}:95–96. LNI. Gesellschaft für Informatik e.V., 2022. <a href=\"https://doi.org/10.18420/se2022-ws-033\">https://doi.org/10.18420/se2022-ws-033</a>.","ieee":"E. Yigitbas, K. Karakaya, I. Jovanovikj, and G. Engels, “Enhancing Human-in-the-Loop Adaptive Systems through Digital Twins and VR Interfaces,” in <i>Software Engineering 2022, Fachtagung des GI-Fachbereichs Softwaretechnik, 21.-25. Februar 2022, Virtuell</i>, 2022, vol. {P-320}, pp. 95–96, doi: <a href=\"https://doi.org/10.18420/se2022-ws-033\">10.18420/se2022-ws-033</a>.","ama":"Yigitbas E, Karakaya K, Jovanovikj I, Engels G. Enhancing Human-in-the-Loop Adaptive Systems through Digital Twins and VR Interfaces. In: Grunske L, Siegmund J, Vogelsang A, eds. <i>Software Engineering 2022, Fachtagung Des GI-Fachbereichs Softwaretechnik, 21.-25. Februar 2022, Virtuell</i>. Vol {P-320}. LNI. 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Korzeczek, <i>Aufarbeitung und lmplementierung von DAG-Rider</i>. 2022.","chicago":"Korzeczek, Sebastian. <i>Aufarbeitung Und Lmplementierung von DAG-Rider</i>, 2022."},"title":"Aufarbeitung und lmplementierung von DAG-Rider","date_updated":"2022-03-03T07:51:02Z","author":[{"full_name":"Korzeczek, Sebastian","last_name":"Korzeczek","first_name":"Sebastian"}],"date_created":"2022-03-03T07:47:00Z","supervisor":[{"last_name":"Scheideler","full_name":"Scheideler, Christian","id":"20792","first_name":"Christian"}],"status":"public","type":"bachelorsthesis","language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C1: SFB 901 - Subproject C1","_id":"13"}],"_id":"30198","user_id":"15504","department":[{"_id":"79"}]},{"citation":{"ama":"Nachtigall M. <i>Hybrid Routing in Three Dimensions</i>.; 2022.","chicago":"Nachtigall, Marcel. <i>Hybrid Routing in Three Dimensions</i>, 2022.","ieee":"M. Nachtigall, <i>Hybrid Routing in Three Dimensions</i>. 2022.","apa":"Nachtigall, M. (2022). <i>Hybrid Routing in Three Dimensions</i>.","short":"M. 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But due to the lack of open and compatible simulators, authors typically create their own simulation environments for training and evaluation. This is cumbersome and time-consuming for authors and limits reproducibility and comparability, ultimately impeding progress in the field.\r\n\r\nTo this end, we propose mobile-env, a simple and open platform for training, evaluating, and comparing reinforcement learning and conventional approaches for continuous control in mobile wireless networks. mobile-env is lightweight and implements the common OpenAI Gym interface and additional wrappers, which allows connecting virtually any single-agent or multi-agent reinforcement learning framework to the environment. While mobile-env provides sensible default values and can be used out of the box, it also has many configuration options and is easy to extend. We therefore believe mobile-env to be a valuable platform for driving meaningful progress in autonomous coordination of\r\nwireless mobile networks.","lang":"eng"}],"file":[{"content_type":"application/pdf","relation":"main_file","date_updated":"2022-03-10T18:25:41Z","creator":"stschn","date_created":"2022-03-10T18:25:41Z","file_size":223412,"file_name":"author_version.pdf","access_level":"open_access","file_id":"30237"}],"publication":"IEEE/IFIP Network Operations and Management Symposium (NOMS)","conference":{"start_date":"2022-04-25","name":"IEEE/IFIP Network Operations and Management Symposium (NOMS)","location":"Budapest","end_date":"2022-04-29"},"date_updated":"2022-03-10T18:28:19Z","oa":"1","author":[{"first_name":"Stefan Balthasar","orcid":"0000-0001-8210-4011","last_name":"Schneider","full_name":"Schneider, Stefan Balthasar","id":"35343"},{"full_name":"Werner, Stefan","last_name":"Werner","first_name":"Stefan"},{"first_name":"Ramin","full_name":"Khalili, Ramin","last_name":"Khalili"},{"full_name":"Hecker, Artur","last_name":"Hecker","first_name":"Artur"},{"first_name":"Holger","id":"126","full_name":"Karl, Holger","last_name":"Karl"}],"citation":{"apa":"Schneider, S. B., Werner, S., Khalili, R., Hecker, A., &#38; Karl, H. (2022). mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. <i>IEEE/IFIP Network Operations and Management Symposium (NOMS)</i>. IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.","mla":"Schneider, Stefan Balthasar, et al. “Mobile-Env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks.” <i>IEEE/IFIP Network Operations and Management Symposium (NOMS)</i>, IEEE, 2022.","bibtex":"@inproceedings{Schneider_Werner_Khalili_Hecker_Karl_2022, title={mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks}, booktitle={IEEE/IFIP Network Operations and Management Symposium (NOMS)}, publisher={IEEE}, author={Schneider, Stefan Balthasar and Werner, Stefan and Khalili, Ramin and Hecker, Artur and Karl, Holger}, year={2022} }","short":"S.B. Schneider, S. Werner, R. Khalili, A. Hecker, H. Karl, in: IEEE/IFIP Network Operations and Management Symposium (NOMS), IEEE, 2022.","ieee":"S. B. Schneider, S. Werner, R. Khalili, A. Hecker, and H. Karl, “mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks,” presented at the IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest, 2022.","chicago":"Schneider, Stefan Balthasar, Stefan Werner, Ramin Khalili, Artur Hecker, and Holger Karl. “Mobile-Env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks.” In <i>IEEE/IFIP Network Operations and Management Symposium (NOMS)</i>. IEEE, 2022.","ama":"Schneider SB, Werner S, Khalili R, Hecker A, Karl H. mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. In: <i>IEEE/IFIP Network Operations and Management Symposium (NOMS)</i>. IEEE; 2022."},"has_accepted_license":"1","file_date_updated":"2022-03-10T18:25:41Z","_id":"30236","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - C4: SFB 901 - Subproject C4","_id":"16"}],"department":[{"_id":"75"}],"user_id":"35343","status":"public","type":"conference"},{"publication_identifier":{"isbn":["978-3-030-79392-0"]},"citation":{"chicago":"Banholzer, Stefan, Bennet Gebken, Michael Dellnitz, Sebastian Peitz, and Stefan Volkwein. “ROM-Based Multiobjective Optimization of Elliptic PDEs via Numerical Continuation.” In <i>Non-Smooth and Complementarity-Based Distributed Parameter Systems</i>, edited by Hintermüller Michael, Herzog Roland, Kanzow Christian, Ulbrich Michael, and Ulbrich Stefan, 43–76. Cham: Springer, 2022. <a href=\"https://doi.org/10.1007/978-3-030-79393-7_3\">https://doi.org/10.1007/978-3-030-79393-7_3</a>.","ieee":"S. Banholzer, B. Gebken, M. Dellnitz, S. Peitz, and S. Volkwein, “ROM-Based Multiobjective Optimization of Elliptic PDEs via Numerical Continuation,” in <i>Non-Smooth and Complementarity-Based Distributed Parameter Systems</i>, H. Michael, H. Roland, K. Christian, U. Michael, and U. Stefan, Eds. Cham: Springer, 2022, pp. 43–76.","ama":"Banholzer S, Gebken B, Dellnitz M, Peitz S, Volkwein S. ROM-Based Multiobjective Optimization of Elliptic PDEs via Numerical Continuation. In: Michael H, Roland H, Christian K, Michael U, Stefan U, eds. <i>Non-Smooth and Complementarity-Based Distributed Parameter Systems</i>. Springer; 2022:43-76. doi:<a href=\"https://doi.org/10.1007/978-3-030-79393-7_3\">10.1007/978-3-030-79393-7_3</a>","mla":"Banholzer, Stefan, et al. “ROM-Based Multiobjective Optimization of Elliptic PDEs via Numerical Continuation.” <i>Non-Smooth and Complementarity-Based Distributed Parameter Systems</i>, edited by Hintermüller Michael et al., Springer, 2022, pp. 43–76, doi:<a href=\"https://doi.org/10.1007/978-3-030-79393-7_3\">10.1007/978-3-030-79393-7_3</a>.","short":"S. Banholzer, B. Gebken, M. Dellnitz, S. Peitz, S. Volkwein, in: H. Michael, H. Roland, K. Christian, U. Michael, U. Stefan (Eds.), Non-Smooth and Complementarity-Based Distributed Parameter Systems, Springer, Cham, 2022, pp. 43–76.","bibtex":"@inbook{Banholzer_Gebken_Dellnitz_Peitz_Volkwein_2022, place={Cham}, title={ROM-Based Multiobjective Optimization of Elliptic PDEs via Numerical Continuation}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-79393-7_3\">10.1007/978-3-030-79393-7_3</a>}, booktitle={Non-Smooth and Complementarity-Based Distributed Parameter Systems}, publisher={Springer}, author={Banholzer, Stefan and Gebken, Bennet and Dellnitz, Michael and Peitz, Sebastian and Volkwein, Stefan}, editor={Michael, Hintermüller and Roland, Herzog and Christian, Kanzow and Michael, Ulbrich and Stefan, Ulbrich}, year={2022}, pages={43–76} }","apa":"Banholzer, S., Gebken, B., Dellnitz, M., Peitz, S., &#38; Volkwein, S. (2022). ROM-Based Multiobjective Optimization of Elliptic PDEs via Numerical Continuation. In H. Michael, H. Roland, K. Christian, U. Michael, &#38; U. Stefan (Eds.), <i>Non-Smooth and Complementarity-Based Distributed Parameter Systems</i> (pp. 43–76). Springer. <a href=\"https://doi.org/10.1007/978-3-030-79393-7_3\">https://doi.org/10.1007/978-3-030-79393-7_3</a>"},"page":"43-76","year":"2022","place":"Cham","author":[{"full_name":"Banholzer, Stefan","last_name":"Banholzer","first_name":"Stefan"},{"id":"32643","full_name":"Gebken, Bennet","last_name":"Gebken","first_name":"Bennet"},{"full_name":"Dellnitz, Michael","last_name":"Dellnitz","first_name":"Michael"},{"full_name":"Peitz, Sebastian","id":"47427","orcid":"https://orcid.org/0000-0002-3389-793X","last_name":"Peitz","first_name":"Sebastian"},{"full_name":"Volkwein, Stefan","last_name":"Volkwein","first_name":"Stefan"}],"date_created":"2020-03-13T12:45:31Z","oa":"1","date_updated":"2022-03-14T13:04:51Z","publisher":"Springer","main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/1906.09075.pdf"}],"doi":"10.1007/978-3-030-79393-7_3","title":"ROM-Based Multiobjective Optimization of Elliptic PDEs via Numerical Continuation","type":"book_chapter","publication":"Non-Smooth and Complementarity-Based Distributed Parameter Systems","status":"public","abstract":[{"lang":"eng","text":"Multiobjective optimization plays an increasingly important role in modern\r\napplications, where several objectives are often of equal importance. The task\r\nin multiobjective optimization and multiobjective optimal control is therefore\r\nto compute the set of optimal compromises (the Pareto set) between the\r\nconflicting objectives. Since the Pareto set generally consists of an infinite\r\nnumber of solutions, the computational effort can quickly become challenging\r\nwhich is particularly problematic when the objectives are costly to evaluate as\r\nis the case for models governed by partial differential equations (PDEs). To\r\ndecrease the numerical effort to an affordable amount, surrogate models can be\r\nused to replace the expensive PDE evaluations. Existing multiobjective\r\noptimization methods using model reduction are limited either to low parameter\r\ndimensions or to few (ideally two) objectives. In this article, we present a\r\ncombination of the reduced basis model reduction method with a continuation\r\napproach using inexact gradients. The resulting approach can handle an\r\narbitrary number of objectives while yielding a significant reduction in\r\ncomputing time."}],"editor":[{"last_name":"Michael","full_name":"Michael, Hintermüller","first_name":"Hintermüller"},{"full_name":"Roland, Herzog","last_name":"Roland","first_name":"Herzog"},{"full_name":"Christian, Kanzow","last_name":"Christian","first_name":"Kanzow"},{"first_name":"Ulbrich","last_name":"Michael","full_name":"Michael, Ulbrich"},{"last_name":"Stefan","full_name":"Stefan, Ulbrich","first_name":"Ulbrich"}],"user_id":"47427","department":[{"_id":"101"},{"_id":"655"}],"_id":"16296","language":[{"iso":"eng"}]},{"_id":"30294","user_id":"47427","series_title":"Mathematics in Industry","department":[{"_id":"101"},{"_id":"655"}],"type":"book_chapter","editor":[{"full_name":"Bock, H. G.","last_name":"Bock","first_name":"H. G."},{"full_name":"Küfer, K.-H.","last_name":"Küfer","first_name":"K.-H."},{"first_name":"P.","last_name":"Maas","full_name":"Maas, P."},{"last_name":"Milde","full_name":"Milde, A.","first_name":"A."},{"full_name":"Schulz, V.","last_name":"Schulz","first_name":"V."}],"status":"public","date_updated":"2022-03-14T07:42:01Z","author":[{"full_name":"Peitz, Sebastian","id":"47427","last_name":"Peitz","orcid":"0000-0002-3389-793X","first_name":"Sebastian"},{"first_name":"Michael","last_name":"Dellnitz","full_name":"Dellnitz, Michael"},{"last_name":"Bannenberg","full_name":"Bannenberg, Sebastian","first_name":"Sebastian"}],"volume":35,"doi":"10.1007/978-3-030-81455-7_23","publication_status":"published","publication_identifier":{"isbn":["9783030814540","9783030814557"],"issn":["1612-3956","2198-3283"]},"place":"Cham","citation":{"apa":"Peitz, S., Dellnitz, M., &#38; Bannenberg, S. (2022). Efficient Virtual Design and Testing of Autonomous Vehicles. In H. G. Bock, K.-H. Küfer, P. Maas, A. Milde, &#38; V. Schulz (Eds.), <i>German Success Stories in Industrial Mathematics</i> (Vol. 35). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-81455-7_23\">https://doi.org/10.1007/978-3-030-81455-7_23</a>","bibtex":"@inbook{Peitz_Dellnitz_Bannenberg_2022, place={Cham}, series={Mathematics in Industry}, title={Efficient Virtual Design and Testing of Autonomous Vehicles}, volume={35}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-81455-7_23\">10.1007/978-3-030-81455-7_23</a>}, booktitle={German Success Stories in Industrial Mathematics}, publisher={Springer International Publishing}, author={Peitz, Sebastian and Dellnitz, Michael and Bannenberg, Sebastian}, editor={Bock, H. G. and Küfer, K.-H. and Maas, P. and Milde, A. and Schulz, V.}, year={2022}, collection={Mathematics in Industry} }","short":"S. Peitz, M. Dellnitz, S. Bannenberg, in: H.G. Bock, K.-H. Küfer, P. Maas, A. Milde, V. Schulz (Eds.), German Success Stories in Industrial Mathematics, Springer International Publishing, Cham, 2022.","mla":"Peitz, Sebastian, et al. “Efficient Virtual Design and Testing of Autonomous Vehicles.” <i>German Success Stories in Industrial Mathematics</i>, edited by H. G. Bock et al., vol. 35, Springer International Publishing, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-030-81455-7_23\">10.1007/978-3-030-81455-7_23</a>.","ama":"Peitz S, Dellnitz M, Bannenberg S. Efficient Virtual Design and Testing of Autonomous Vehicles. In: Bock HG, Küfer K-H, Maas P, Milde A, Schulz V, eds. <i>German Success Stories in Industrial Mathematics</i>. Vol 35. Mathematics in Industry. Springer International Publishing; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-030-81455-7_23\">10.1007/978-3-030-81455-7_23</a>","ieee":"S. Peitz, M. Dellnitz, and S. Bannenberg, “Efficient Virtual Design and Testing of Autonomous Vehicles,” in <i>German Success Stories in Industrial Mathematics</i>, vol. 35, H. G. Bock, K.-H. Küfer, P. Maas, A. Milde, and V. Schulz, Eds. Cham: Springer International Publishing, 2022.","chicago":"Peitz, Sebastian, Michael Dellnitz, and Sebastian Bannenberg. “Efficient Virtual Design and Testing of Autonomous Vehicles.” In <i>German Success Stories in Industrial Mathematics</i>, edited by H. G. Bock, K.-H. Küfer, P. Maas, A. Milde, and V. Schulz, Vol. 35. Mathematics in Industry. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-030-81455-7_23\">https://doi.org/10.1007/978-3-030-81455-7_23</a>."},"intvolume":"        35","language":[{"iso":"eng"}],"publication":"German Success Stories in Industrial Mathematics","abstract":[{"text":"With the ever increasing capabilities of sensors and controllers, autonomous driving is quickly becoming a reality. This disruptive change in the automotive industry poses major challenges for manufacturers as well as suppliers as entirely new design and testing strategies have to be developed to remain competitive. Most importantly, the complexity of autonomously driving vehicles in a complex, uncertain, and safety-critical environment requires new testing procedures to cover the almost infinite range of potential scenarios.","lang":"eng"}],"publisher":"Springer International Publishing","date_created":"2022-03-14T07:32:41Z","title":"Efficient Virtual Design and Testing of Autonomous Vehicles","year":"2022"},{"abstract":[{"lang":"eng","text":"Algorithm configuration (AC) is concerned with the automated search of the\r\nmost suitable parameter configuration of a parametrized algorithm. There is\r\ncurrently a wide variety of AC problem variants and methods proposed in the\r\nliterature. Existing reviews do not take into account all derivatives of the AC\r\nproblem, nor do they offer a complete classification scheme. To this end, we\r\nintroduce taxonomies to describe the AC problem and features of configuration\r\nmethods, respectively. We review existing AC literature within the lens of our\r\ntaxonomies, outline relevant design choices of configuration approaches,\r\ncontrast methods and problem variants against each other, and describe the\r\nstate of AC in industry. Finally, our review provides researchers and\r\npractitioners with a look at future research directions in the field of AC."}],"status":"public","type":"preprint","publication":"arXiv:2202.01651","language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"10","name":"SFB 901 - B2: SFB 901 - Subproject B2"}],"_id":"30868","external_id":{"arxiv":["2202.01651"]},"user_id":"38209","department":[{"_id":"34"},{"_id":"7"},{"_id":"26"}],"year":"2022","citation":{"ama":"Schede E, Brandt J, Tornede A, et al. A Survey of Methods for Automated Algorithm Configuration. <i>arXiv:220201651</i>. Published online 2022.","chicago":"Schede, Elias, Jasmin Brandt, Alexander Tornede, Marcel Dominik Wever, Viktor Bengs, Eyke Hüllermeier, and Kevin Tierney. “A Survey of Methods for Automated Algorithm Configuration.” <i>ArXiv:2202.01651</i>, 2022.","ieee":"E. Schede <i>et al.</i>, “A Survey of Methods for Automated Algorithm Configuration,” <i>arXiv:2202.01651</i>. 2022.","bibtex":"@article{Schede_Brandt_Tornede_Wever_Bengs_Hüllermeier_Tierney_2022, title={A Survey of Methods for Automated Algorithm Configuration}, journal={arXiv:2202.01651}, author={Schede, Elias and Brandt, Jasmin and Tornede, Alexander and Wever, Marcel Dominik and Bengs, Viktor and Hüllermeier, Eyke and Tierney, Kevin}, year={2022} }","mla":"Schede, Elias, et al. “A Survey of Methods for Automated Algorithm Configuration.” <i>ArXiv:2202.01651</i>, 2022.","short":"E. Schede, J. Brandt, A. Tornede, M.D. Wever, V. Bengs, E. Hüllermeier, K. Tierney, ArXiv:2202.01651 (2022).","apa":"Schede, E., Brandt, J., Tornede, A., Wever, M. D., Bengs, V., Hüllermeier, E., &#38; Tierney, K. (2022). A Survey of Methods for Automated Algorithm Configuration. In <i>arXiv:2202.01651</i>."},"title":"A Survey of Methods for Automated Algorithm Configuration","date_updated":"2022-04-12T12:01:15Z","date_created":"2022-04-12T12:00:08Z","author":[{"first_name":"Elias","full_name":"Schede, Elias","last_name":"Schede"},{"first_name":"Jasmin","last_name":"Brandt","full_name":"Brandt, Jasmin"},{"first_name":"Alexander","full_name":"Tornede, Alexander","id":"38209","last_name":"Tornede"},{"orcid":" https://orcid.org/0000-0001-9782-6818","last_name":"Wever","full_name":"Wever, Marcel Dominik","id":"33176","first_name":"Marcel Dominik"},{"last_name":"Bengs","id":"76599","full_name":"Bengs, Viktor","first_name":"Viktor"},{"first_name":"Eyke","last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke"},{"full_name":"Tierney, Kevin","last_name":"Tierney","first_name":"Kevin"}]},{"has_accepted_license":"1","year":"2022","citation":{"mla":"Yigitbas, Enes, et al. “Self-Adaptive Digital Assistance Systems for Work 4.0.” <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>, edited by Birgit Vogel-Heuser and Manuel Wimmer, Springer-Vieweg, 2022.","short":"E. Yigitbas, S. Sauer, G. Engels, in: B. Vogel-Heuser, M. Wimmer (Eds.), Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective, Springer-Vieweg, 2022.","bibtex":"@inbook{Yigitbas_Sauer_Engels_2022, title={Self-Adaptive Digital Assistance Systems for Work 4.0}, booktitle={Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective}, publisher={Springer-Vieweg}, author={Yigitbas, Enes and Sauer, Stefan and Engels, Gregor}, editor={Vogel-Heuser, Birgit and Wimmer, Manuel}, year={2022} }","apa":"Yigitbas, E., Sauer, S., &#38; Engels, G. (2022). Self-Adaptive Digital Assistance Systems for Work 4.0. In B. Vogel-Heuser &#38; M. Wimmer (Eds.), <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>. Springer-Vieweg.","ieee":"E. Yigitbas, S. Sauer, and G. Engels, “Self-Adaptive Digital Assistance Systems for Work 4.0,” in <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>, B. Vogel-Heuser and M. Wimmer, Eds. Springer-Vieweg, 2022.","chicago":"Yigitbas, Enes, Stefan Sauer, and Gregor Engels. “Self-Adaptive Digital Assistance Systems for Work 4.0.” In <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>, edited by Birgit Vogel-Heuser and Manuel Wimmer. Springer-Vieweg, 2022.","ama":"Yigitbas E, Sauer S, Engels G. Self-Adaptive Digital Assistance Systems for Work 4.0. In: Vogel-Heuser B, Wimmer M, eds. <i>Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective</i>. Springer-Vieweg; 2022."},"oa":"1","publisher":"Springer-Vieweg","date_updated":"2022-04-26T07:27:40Z","author":[{"first_name":"Enes","last_name":"Yigitbas","orcid":"0000-0002-5967-833X","id":"8447","full_name":"Yigitbas, Enes"},{"full_name":"Sauer, Stefan","id":"447","last_name":"Sauer","first_name":"Stefan"},{"id":"107","full_name":"Engels, Gregor","last_name":"Engels","first_name":"Gregor"}],"date_created":"2022-02-21T10:52:34Z","title":"Self-Adaptive Digital Assistance Systems for Work 4.0","publication":"Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective","type":"book_chapter","editor":[{"last_name":"Vogel-Heuser","full_name":"Vogel-Heuser, Birgit","first_name":"Birgit"},{"first_name":"Manuel","last_name":"Wimmer","full_name":"Wimmer, Manuel"}],"status":"public","file":[{"file_name":"I4.0-YSE-Final.pdf","file_id":"29929","access_level":"open_access","file_size":1769270,"date_created":"2022-02-21T10:52:02Z","creator":"enes","date_updated":"2022-04-26T07:27:39Z","relation":"main_file","content_type":"application/pdf"}],"_id":"29928","department":[{"_id":"66"},{"_id":"534"}],"user_id":"8447","ddc":["006"],"language":[{"iso":"eng"}],"file_date_updated":"2022-04-26T07:27:39Z"},{"intvolume":"     13224","page":"386-401","citation":{"bibtex":"@inproceedings{Hansmeier_Platzner_2022, series={Lecture Notes in Computer Science}, title={Integrating Safety Guarantees into the Learning Classifier System XCS}, volume={13224}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-02462-7_25\">10.1007/978-3-031-02462-7_25</a>}, booktitle={Applications of Evolutionary Computation, EvoApplications 2022, Proceedings}, publisher={Springer International Publishing}, author={Hansmeier, Tim and Platzner, Marco}, year={2022}, pages={386–401}, collection={Lecture Notes in Computer Science} }","mla":"Hansmeier, Tim, and Marco Platzner. “Integrating Safety Guarantees into the Learning Classifier System XCS.” <i>Applications of Evolutionary Computation, EvoApplications 2022, Proceedings</i>, vol. 13224, Springer International Publishing, 2022, pp. 386–401, doi:<a href=\"https://doi.org/10.1007/978-3-031-02462-7_25\">10.1007/978-3-031-02462-7_25</a>.","short":"T. Hansmeier, M. Platzner, in: Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, Springer International Publishing, 2022, pp. 386–401.","apa":"Hansmeier, T., &#38; Platzner, M. (2022). Integrating Safety Guarantees into the Learning Classifier System XCS. <i>Applications of Evolutionary Computation, EvoApplications 2022, Proceedings</i>, <i>13224</i>, 386–401. <a href=\"https://doi.org/10.1007/978-3-031-02462-7_25\">https://doi.org/10.1007/978-3-031-02462-7_25</a>","ama":"Hansmeier T, Platzner M. Integrating Safety Guarantees into the Learning Classifier System XCS. In: <i>Applications of Evolutionary Computation, EvoApplications 2022, Proceedings</i>. Vol 13224. Lecture Notes in Computer Science. Springer International Publishing; 2022:386-401. doi:<a href=\"https://doi.org/10.1007/978-3-031-02462-7_25\">10.1007/978-3-031-02462-7_25</a>","ieee":"T. Hansmeier and M. Platzner, “Integrating Safety Guarantees into the Learning Classifier System XCS,” in <i>Applications of Evolutionary Computation, EvoApplications 2022, Proceedings</i>, Madrid, 2022, vol. 13224, pp. 386–401, doi: <a href=\"https://doi.org/10.1007/978-3-031-02462-7_25\">10.1007/978-3-031-02462-7_25</a>.","chicago":"Hansmeier, Tim, and Marco Platzner. “Integrating Safety Guarantees into the Learning Classifier System XCS.” In <i>Applications of Evolutionary Computation, EvoApplications 2022, Proceedings</i>, 13224:386–401. Lecture Notes in Computer Science. Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-031-02462-7_25\">https://doi.org/10.1007/978-3-031-02462-7_25</a>."},"publication_identifier":{"isbn":["9783031024610","9783031024627"],"issn":["0302-9743","1611-3349"]},"publication_status":"published","conference":{"name":"25th International Conference on Applications of Evolutionary Computation, EvoApplications 2022","start_date":"2022-04-20","end_date":"2022-04-22","location":"Madrid"},"doi":"10.1007/978-3-031-02462-7_25","volume":13224,"author":[{"first_name":"Tim","id":"49992","full_name":"Hansmeier, Tim","last_name":"Hansmeier","orcid":"0000-0003-1377-3339"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco","id":"398"}],"date_updated":"2022-04-28T10:24:18Z","status":"public","type":"conference","department":[{"_id":"78"}],"user_id":"49992","series_title":"Lecture Notes in Computer Science","_id":"30971","project":[{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"14","name":"SFB 901 - C2: SFB 901 - Subproject C2"},{"name":"SFB 901: SFB 901","_id":"1"}],"year":"2022","title":"Integrating Safety Guarantees into the Learning Classifier System XCS","date_created":"2022-04-28T09:42:33Z","publisher":"Springer International Publishing","publication":"Applications of Evolutionary Computation, EvoApplications 2022, Proceedings","language":[{"iso":"eng"}]}]