[{"place":"Boise","date_created":"2025-11-28T14:42:32Z","type":"conference","department":[{"_id":"34"},{"_id":"574"}],"publication":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","citation":{"bibtex":"@inproceedings{Kamdem Teyou_Demir_Ngonga Ngomo_2024, place={Boise}, title={Embedding Knowledge Graphs in Function Spaces}, DOI={<a href=\"https://doi.org/10.1145/3627673.3679819\">10.1145/3627673.3679819</a>}, booktitle={Proceedings of the 33rd ACM International Conference on Information and Knowledge Management}, publisher={ACM}, author={Kamdem Teyou, Louis Mozart and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2024} }","ama":"Kamdem Teyou LM, Demir C, Ngonga Ngomo A-C. Embedding Knowledge Graphs in Function Spaces. In: <i>Proceedings of the 33rd ACM International Conference on Information and Knowledge Management</i>. ACM; 2024. doi:<a href=\"https://doi.org/10.1145/3627673.3679819\">10.1145/3627673.3679819</a>","mla":"Kamdem Teyou, Louis Mozart, et al. “Embedding Knowledge Graphs in Function Spaces.” <i>Proceedings of the 33rd ACM International Conference on Information and Knowledge Management</i>, ACM, 2024, doi:<a href=\"https://doi.org/10.1145/3627673.3679819\">10.1145/3627673.3679819</a>.","short":"L.M. Kamdem Teyou, C. Demir, A.-C. Ngonga Ngomo, in: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, ACM, Boise, 2024.","chicago":"Kamdem Teyou, Louis Mozart, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Embedding Knowledge Graphs in Function Spaces.” In <i>Proceedings of the 33rd ACM International Conference on Information and Knowledge Management</i>. Boise: ACM, 2024. <a href=\"https://doi.org/10.1145/3627673.3679819\">https://doi.org/10.1145/3627673.3679819</a>.","ieee":"L. M. Kamdem Teyou, C. Demir, and A.-C. Ngonga Ngomo, “Embedding Knowledge Graphs in Function Spaces,” presented at the 33rd ACM International Conference on Information and Knowledge Management, Boise, 2024, doi: <a href=\"https://doi.org/10.1145/3627673.3679819\">10.1145/3627673.3679819</a>.","apa":"Kamdem Teyou, L. M., Demir, C., &#38; Ngonga Ngomo, A.-C. (2024). Embedding Knowledge Graphs in Function Spaces. <i>Proceedings of the 33rd ACM International Conference on Information and Knowledge Management</i>. 33rd ACM International Conference on Information and Knowledge Management, Boise. <a href=\"https://doi.org/10.1145/3627673.3679819\">https://doi.org/10.1145/3627673.3679819</a>"},"abstract":[{"lang":"eng","text":"We introduce a novel embedding method diverging from conventional approaches by operating within function spaces of finite dimension rather than finite vector space, thus departing significantly from standard knowledge graph embedding techniques. Initially employing polynomial functions to compute embeddings, we progress to more intricate representations using neural networks with varying layer complexities. We argue that employing functions for embedding computation enhances expressiveness and allows for more degrees of freedom, enabling operations such as composition, derivatives and primitive of entities representation. Additionally, we meticulously outline the step-by-step construction of our approach and provide code for reproducibility, thereby facilitating further exploration and application in the field."}],"_id":"62703","publisher":"ACM","language":[{"iso":"eng"}],"doi":"10.1145/3627673.3679819","user_id":"101165","status":"public","year":"2024","title":"Embedding Knowledge Graphs in Function Spaces","conference":{"end_date":"2024-10-25","location":"Boise","start_date":"2024-10-21","name":"33rd ACM International Conference on Information and Knowledge Management"},"author":[{"full_name":"Kamdem Teyou, Louis Mozart","last_name":"Kamdem Teyou","first_name":"Louis Mozart","id":"101165"},{"id":"43817","full_name":"Demir, Caglar","first_name":"Caglar","last_name":"Demir"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"date_updated":"2026-05-29T14:32:04Z","publication_status":"published"},{"user_id":"15249","doi":"10.1109/icsme58944.2024.00038","_id":"66834","language":[{"iso":"eng"}],"publisher":"IEEE","publication_status":"published","date_updated":"2026-08-24T12:03:25Z","author":[{"id":"54847","full_name":"Schott, Stefan","first_name":"Stefan","orcid":"0000-0002-0644-3297","last_name":"Schott"},{"full_name":"Fischer, Wolfram","last_name":"Fischer","first_name":"Wolfram"},{"full_name":"Ponta, Serena Elisa","first_name":"Serena Elisa","last_name":"Ponta"},{"id":"40915","full_name":"Klauke, Jonas","orcid":"0000-0001-9160-9636","last_name":"Klauke","first_name":"Jonas"},{"full_name":"Bodden, Eric","orcid":"0000-0003-3470-3647","last_name":"Bodden","first_name":"Eric","id":"59256"}],"status":"public","title":"Compilation of Commit Changes Within Java Source Code Repositories","year":"2024","department":[{"_id":"76"}],"type":"conference","date_created":"2026-08-24T12:02:51Z","citation":{"chicago":"Schott, Stefan, Wolfram Fischer, Serena Elisa Ponta, Jonas Klauke, and Eric Bodden. “Compilation of Commit Changes Within Java Source Code Repositories.” In <i>2024 IEEE International Conference on Software Maintenance and Evolution (ICSME)</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/icsme58944.2024.00038\">https://doi.org/10.1109/icsme58944.2024.00038</a>.","short":"S. Schott, W. Fischer, S.E. Ponta, J. Klauke, E. Bodden, in: 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME), IEEE, 2024.","apa":"Schott, S., Fischer, W., Ponta, S. E., Klauke, J., &#38; Bodden, E. (2024). Compilation of Commit Changes Within Java Source Code Repositories. <i>2024 IEEE International Conference on Software Maintenance and Evolution (ICSME)</i>. <a href=\"https://doi.org/10.1109/icsme58944.2024.00038\">https://doi.org/10.1109/icsme58944.2024.00038</a>","ieee":"S. Schott, W. Fischer, S. E. Ponta, J. Klauke, and E. Bodden, “Compilation of Commit Changes Within Java Source Code Repositories,” 2024, doi: <a href=\"https://doi.org/10.1109/icsme58944.2024.00038\">10.1109/icsme58944.2024.00038</a>.","ama":"Schott S, Fischer W, Ponta SE, Klauke J, Bodden E. Compilation of Commit Changes Within Java Source Code Repositories. In: <i>2024 IEEE International Conference on Software Maintenance and Evolution (ICSME)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/icsme58944.2024.00038\">10.1109/icsme58944.2024.00038</a>","bibtex":"@inproceedings{Schott_Fischer_Ponta_Klauke_Bodden_2024, title={Compilation of Commit Changes Within Java Source Code Repositories}, DOI={<a href=\"https://doi.org/10.1109/icsme58944.2024.00038\">10.1109/icsme58944.2024.00038</a>}, booktitle={2024 IEEE International Conference on Software Maintenance and Evolution (ICSME)}, publisher={IEEE}, author={Schott, Stefan and Fischer, Wolfram and Ponta, Serena Elisa and Klauke, Jonas and Bodden, Eric}, year={2024} }","mla":"Schott, Stefan, et al. “Compilation of Commit Changes Within Java Source Code Repositories.” <i>2024 IEEE International Conference on Software Maintenance and Evolution (ICSME)</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/icsme58944.2024.00038\">10.1109/icsme58944.2024.00038</a>."},"publication":"2024 IEEE International Conference on Software Maintenance and Evolution (ICSME)"},{"has_accepted_license":"1","conference":{"location":"Hawaii","name":"Annual Computer Security Applications Conference","start_date":"2024-12-09","end_date":"2024-12-13"},"status":"public","user_id":"63563","ddc":["006"],"_id":"57816","quality_controlled":"1","citation":{"mla":"Bäumer, Fabian, et al. “TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations.” <i>Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC ’24)</i>, 2024.","bibtex":"@inproceedings{Bäumer_Brinkmann_Erinola_Hebrok_Heitmann_Lange_Maehren_Merget_Niere_Radoy_et al._2024, title={TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations}, booktitle={Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC ’24)}, author={Bäumer, Fabian and Brinkmann, Marcus and Erinola, Nurullah and Hebrok, Sven Niclas and Heitmann, Nico and Lange, Felix and Maehren, Marcel and Merget, Robert and Niere, Niklas and Radoy, Maximilian Manfred and et al.}, year={2024} }","ama":"Bäumer F, Brinkmann M, Erinola N, et al. TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations. In: <i>Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC ’24)</i>. ; 2024.","ieee":"F. Bäumer <i>et al.</i>, “TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations,” presented at the Annual Computer Security Applications Conference, Hawaii, 2024.","apa":"Bäumer, F., Brinkmann, M., Erinola, N., Hebrok, S. N., Heitmann, N., Lange, F., Maehren, M., Merget, R., Niere, N., Radoy, M. M., Schmidt, C., Schwenk, J., &#38; Somorovsky, J. (2024). TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations. <i>Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC ’24)</i>. Annual Computer Security Applications Conference, Hawaii.","short":"F. Bäumer, M. Brinkmann, N. Erinola, S.N. Hebrok, N. Heitmann, F. Lange, M. Maehren, R. Merget, N. Niere, M.M. Radoy, C. Schmidt, J. Schwenk, J. Somorovsky, in: Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC ’24), 2024.","chicago":"Bäumer, Fabian, Marcus Brinkmann, Nurullah Erinola, Sven Niclas Hebrok, Nico Heitmann, Felix Lange, Marcel Maehren, et al. “TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations.” In <i>Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC ’24)</i>, 2024."},"file_date_updated":"2026-08-17T07:42:08Z","oa":"1","date_updated":"2026-08-17T07:42:41Z","author":[{"first_name":"Fabian","last_name":"Bäumer","full_name":"Bäumer, Fabian"},{"first_name":"Marcus","last_name":"Brinkmann","full_name":"Brinkmann, Marcus"},{"last_name":"Erinola","first_name":"Nurullah","full_name":"Erinola, Nurullah"},{"last_name":"Hebrok","orcid":"0009-0006-1172-1665","first_name":"Sven Niclas","full_name":"Hebrok, Sven Niclas","id":"55616"},{"full_name":"Heitmann, Nico","last_name":"Heitmann","first_name":"Nico","orcid":"0009-0003-7687-7044","id":"74619"},{"id":"67893","last_name":"Lange","first_name":"Felix","full_name":"Lange, Felix"},{"full_name":"Maehren, Marcel","first_name":"Marcel","last_name":"Maehren"},{"full_name":"Merget, Robert","last_name":"Merget","first_name":"Robert"},{"full_name":"Niere, Niklas","first_name":"Niklas","last_name":"Niere","id":"63563"},{"id":"68826","full_name":"Radoy, Maximilian Manfred","orcid":"0009-0005-3059-6823","last_name":"Radoy","first_name":"Maximilian Manfred"},{"first_name":"Conrad","last_name":"Schmidt","full_name":"Schmidt, Conrad"},{"first_name":"Jörg","last_name":"Schwenk","full_name":"Schwenk, Jörg"},{"id":"83504","last_name":"Somorovsky","orcid":"0000-0002-3593-7720","first_name":"Juraj","full_name":"Somorovsky, Juraj"}],"title":"TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations","year":"2024","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.acsac.org/2024/program/artifacts_competition/comp-acsac24-final11.pdf"}],"abstract":[{"text":"TLS-Attacker is an open-source framework for analyzing Transport\r\nLayer Security (TLS) implementations. The framework allows users\r\nto specify custom protocol flows and provides modification hooks to\r\nmanipulate message contents. Since its initial publication in 2016 by\r\nJuraj Somorovsky, TLS-Attacker has been used in numerous studies\r\npublished at well-established conferences and helped to identify\r\nvulnerabilities in well-known open-source TLS libraries. To enable\r\nautomated analyses, TLS-Attacker has grown into a suite of projects,\r\neach designed as a building block that can be applied to facilitate\r\nvarious analysis methodologies. The framework still undergoes\r\ncontinuous improvements with feature extensions, such as DTLS\r\n1.3 or the addition of new dialects such as QUIC, to continue its\r\neffectiveness and relevancy as a security analysis framework.","lang":"eng"}],"publication":"Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC ’24)","department":[{"_id":"632"}],"keyword":["SSL","TLS","DTLS","Protocol State Fuzzing","Planning Based"],"type":"conference","date_created":"2024-12-17T11:25:14Z","file":[{"date_updated":"2026-08-17T07:42:08Z","relation":"main_file","access_level":"local","file_size":530865,"file_name":"comp-acsac24-final11.pdf","content_type":"application/pdf","file_id":"66728","creator":"nniklas","date_created":"2026-08-17T07:42:08Z"}]},{"place":"Bristol","oa":"1","citation":{"mla":"Müller, Philipp, et al. “Turning Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling.” <i>Proceedings on Privacy Enhancing Technologies</i>, 2024.","bibtex":"@inproceedings{Müller_Niere_Lange_Somorovsky_2024, place={Bristol}, title={Turning Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling}, booktitle={Proceedings on Privacy Enhancing Technologies}, author={Müller, Philipp and Niere, Niklas and Lange, Felix and Somorovsky, Juraj}, year={2024} }","ama":"Müller P, Niere N, Lange F, Somorovsky J. Turning Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling. In: <i>Proceedings on Privacy Enhancing Technologies</i>. ; 2024.","ieee":"P. Müller, N. Niere, F. Lange, and J. Somorovsky, “Turning Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling,” presented at the Free and Open Communications on the Internet 2024 , Bristol, 2024.","apa":"Müller, P., Niere, N., Lange, F., &#38; Somorovsky, J. (2024). Turning Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling. <i>Proceedings on Privacy Enhancing Technologies</i>. Free and Open Communications on the Internet 2024 , Bristol.","chicago":"Müller, Philipp, Niklas Niere, Felix Lange, and Juraj Somorovsky. “Turning Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling.” In <i>Proceedings on Privacy Enhancing Technologies</i>. Bristol, 2024.","short":"P. Müller, N. Niere, F. Lange, J. Somorovsky, in: Proceedings on Privacy Enhancing Technologies, Bristol, 2024."},"file_date_updated":"2026-08-17T07:40:56Z","quality_controlled":"1","_id":"55137","user_id":"63563","ddc":["006"],"conference":{"end_date":"2024-07-15","start_date":"2024-07-15","name":"Free and Open Communications on the Internet 2024 ","location":"Bristol"},"status":"public","has_accepted_license":"1","date_created":"2024-07-09T07:49:37Z","file":[{"date_created":"2024-07-09T07:42:54Z","creator":"flange","file_id":"55139","content_type":"application/pdf","relation":"main_file","date_updated":"2026-08-17T07:40:56Z","file_name":"Turning Attacks into Advantages_ Evading HTTP Censorship with HTTP Request Smuggling - foci-2024-0012.pdf","file_size":189676,"access_level":"local"}],"department":[{"_id":"632"}],"type":"conference","keyword":["censorship","censorship circumvention","http","http request smuggling"],"publication":"Proceedings on Privacy Enhancing Technologies","abstract":[{"lang":"eng","text":"Many countries limit their residents' access to various websites. As a substantial number of these websites do not support TLS encryption, censorship of unencrypted HTTP requests remains prevalent. Accordingly, circumvention techniques can and have been found for the HTTP protocol. In this paper, we infer novel circumvention techniques on the HTTP layer from a web security vulnerability by utilizing HTTP request smuggling (HRS). To demonstrate the viability of our techniques, we collected various test vectors from previous work about HRS and evaluated them on popular web servers and censors in China, Russia, and Iran. Our findings show that HRS can be successfully employed as a censorship circumvention technique against multiple censors and web servers. We also discover a standard-compliant circumvention technique in Russia, unusually inconsistent censorship in China, and an implementation bug in Iran. The results of this work imply that censorship circumvention techniques can successfully be constructed from existing vulnerabilities. We conjecture that this implication provides insights to the censorship circumvention community beyond the viability of specific techniques presented in this work."}],"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.petsymposium.org/foci/2024/foci-2024-0012.pdf"}],"author":[{"first_name":"Philipp","last_name":"Müller","full_name":"Müller, Philipp"},{"full_name":"Niere, Niklas","first_name":"Niklas","last_name":"Niere","id":"63563"},{"id":"67893","full_name":"Lange, Felix","first_name":"Felix","last_name":"Lange"},{"id":"83504","full_name":"Somorovsky, Juraj","last_name":"Somorovsky","orcid":"0000-0002-3593-7720","first_name":"Juraj"}],"year":"2024","title":"Turning Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling","publication_status":"published","date_updated":"2026-08-17T07:40:56Z"},{"date_created":"2021-02-10T07:04:15Z","type":"journal_article","department":[{"_id":"101"},{"_id":"655"}],"publication":"Automatica","abstract":[{"lang":"eng","text":"As in almost every other branch of science, the major advances in data\r\nscience and machine learning have also resulted in significant improvements\r\nregarding the modeling and simulation of nonlinear dynamical systems. It is\r\nnowadays possible to make accurate medium to long-term predictions of highly\r\ncomplex systems such as the weather, the dynamics within a nuclear fusion\r\nreactor, of disease models or the stock market in a very efficient manner. In\r\nmany cases, predictive methods are advertised to ultimately be useful for\r\ncontrol, as the control of high-dimensional nonlinear systems is an engineering\r\ngrand challenge with huge potential in areas such as clean and efficient energy\r\nproduction, or the development of advanced medical devices. However, the\r\nquestion of how to use a predictive model for control is often left unanswered\r\ndue to the associated challenges, namely a significantly higher system\r\ncomplexity, the requirement of much larger data sets and an increased and often\r\nproblem-specific modeling effort. To solve these issues, we present a universal\r\nframework (which we call QuaSiModO:\r\nQuantization-Simulation-Modeling-Optimization) to transform arbitrary\r\npredictive models into control systems and use them for feedback control. The\r\nadvantages of our approach are a linear increase in data requirements with\r\nrespect to the control dimension, performance guarantees that rely exclusively\r\non the accuracy of the predictive model, and only little prior knowledge\r\nrequirements in control theory to solve complex control problems. In particular\r\nthe latter point is of key importance to enable a large number of researchers\r\nand practitioners to exploit the ever increasing capabilities of predictive\r\nmodels for control in a straight-forward and systematic fashion."}],"article_number":"110840","main_file_link":[{"url":"https://www.sciencedirect.com/science/article/pii/S0005109822007075/pdfft?isDTMRedir=true&download=true","open_access":"1"}],"language":[{"iso":"eng"}],"doi":"10.1016/j.automatica.2022.110840","title":"On the Universal Transformation of Data-Driven Models to Control Systems","year":"2023","author":[{"id":"47427","full_name":"Peitz, Sebastian","last_name":"Peitz","orcid":"0000-0002-3389-793X","first_name":"Sebastian"},{"id":"32829","last_name":"Bieker","first_name":"Katharina","full_name":"Bieker, Katharina"}],"publication_status":"published","date_updated":"2023-01-07T12:01:58Z","intvolume":"       149","oa":"1","citation":{"apa":"Peitz, S., &#38; Bieker, K. (2023). On the Universal Transformation of Data-Driven Models to Control Systems. <i>Automatica</i>, <i>149</i>, Article 110840. <a href=\"https://doi.org/10.1016/j.automatica.2022.110840\">https://doi.org/10.1016/j.automatica.2022.110840</a>","ieee":"S. Peitz and K. Bieker, “On the Universal Transformation of Data-Driven Models to Control Systems,” <i>Automatica</i>, vol. 149, Art. no. 110840, 2023, doi: <a href=\"https://doi.org/10.1016/j.automatica.2022.110840\">10.1016/j.automatica.2022.110840</a>.","short":"S. Peitz, K. Bieker, Automatica 149 (2023).","chicago":"Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation of Data-Driven Models to Control Systems.” <i>Automatica</i> 149 (2023). <a href=\"https://doi.org/10.1016/j.automatica.2022.110840\">https://doi.org/10.1016/j.automatica.2022.110840</a>.","mla":"Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation of Data-Driven Models to Control Systems.” <i>Automatica</i>, vol. 149, 110840, Elsevier, 2023, doi:<a href=\"https://doi.org/10.1016/j.automatica.2022.110840\">10.1016/j.automatica.2022.110840</a>.","ama":"Peitz S, Bieker K. On the Universal Transformation of Data-Driven Models to Control Systems. <i>Automatica</i>. 2023;149. doi:<a href=\"https://doi.org/10.1016/j.automatica.2022.110840\">10.1016/j.automatica.2022.110840</a>","bibtex":"@article{Peitz_Bieker_2023, title={On the Universal Transformation of Data-Driven Models to Control Systems}, volume={149}, DOI={<a href=\"https://doi.org/10.1016/j.automatica.2022.110840\">10.1016/j.automatica.2022.110840</a>}, number={110840}, journal={Automatica}, publisher={Elsevier}, author={Peitz, Sebastian and Bieker, Katharina}, year={2023} }"},"project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"21199","publisher":"Elsevier","user_id":"47427","volume":149,"status":"public"},{"department":[{"_id":"66"},{"_id":"534"}],"type":"book_editor","date_created":"2023-10-04T08:50:38Z","citation":{"bibtex":"@book{Kalenborn_Fazal-Baqaie_Linssen_Volland_Yigitbas_Engstler_Bertram_2023, series={LNI}, title={Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte}, volume={Vol. P340}, publisher={Gesellschaft für Informatik e.V}, year={2023}, collection={LNI} }","ama":"Kalenborn A, Fazal-Baqaie M, Linssen O, et al., eds. <i>Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte</i>. Vol Vol. P340. Gesellschaft für Informatik e.V; 2023.","mla":"Kalenborn, Axel, et al., editors. <i>Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte</i>. Gesellschaft für Informatik e.V, 2023.","chicago":"Kalenborn, Axel, Masud Fazal-Baqaie, Oliver Linssen, Alexander Volland, Enes Yigitbas, Martin Engstler, and Martin Bertram, eds. <i>Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte</i>. Vol. Vol. P340. LNI. Gesellschaft für Informatik e.V, 2023.","short":"A. Kalenborn, M. Fazal-Baqaie, O. Linssen, A. Volland, E. Yigitbas, M. Engstler, M. Bertram, eds., Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte, Gesellschaft für Informatik e.V, 2023.","ieee":"A. Kalenborn <i>et al.</i>, Eds., <i>Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte</i>, vol. Vol. P340. Gesellschaft für Informatik e.V, 2023.","apa":"Kalenborn, A., Fazal-Baqaie, M., Linssen, O., Volland, A., Yigitbas, E., Engstler, M., &#38; Bertram, M. (Eds.). (2023). <i>Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte: Vol. Vol. P340</i>. Gesellschaft für Informatik e.V."},"volume":"Vol. P340","editor":[{"last_name":"Kalenborn","first_name":"Axel","full_name":"Kalenborn, Axel"},{"first_name":"Masud","last_name":"Fazal-Baqaie","full_name":"Fazal-Baqaie, Masud"},{"first_name":"Oliver","last_name":"Linssen","full_name":"Linssen, Oliver"},{"full_name":"Volland, Alexander","last_name":"Volland","first_name":"Alexander"},{"last_name":"Yigitbas","first_name":"Enes","orcid":"0000-0002-5967-833X","full_name":"Yigitbas, Enes","id":"8447"},{"full_name":"Engstler, Martin","first_name":"Martin","last_name":"Engstler"},{"first_name":"Martin","last_name":"Bertram","full_name":"Bertram, Martin"}],"user_id":"8447","_id":"47547","language":[{"iso":"eng"}],"publisher":"Gesellschaft für Informatik e.V","series_title":"LNI","date_updated":"2023-10-04T08:50:47Z","status":"public","title":"Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte","year":"2023"},{"doi":"10.3390/systems11030119","article_number":"119","language":[{"iso":"eng"}],"date_updated":"2023-10-06T07:38:40Z","publication_status":"published","intvolume":"        11","year":"2023","title":"Lessons Learned from the Introduction of Systems Engineering","publication_identifier":{"issn":["2079-8954"]},"author":[{"last_name":"Wilke","first_name":"Daria","full_name":"Wilke, Daria"},{"full_name":"Grothe, Robin","last_name":"Grothe","first_name":"Robin"},{"last_name":"Bretz","first_name":"Lukas","full_name":"Bretz, Lukas"},{"full_name":"Anacker, Harald","last_name":"Anacker","first_name":"Harald"},{"id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu"}],"type":"journal_article","keyword":["Information Systems and Management","Computer Networks and Communications","Modeling and Simulation","Control and Systems Engineering","Software"],"department":[{"_id":"563"}],"date_created":"2023-10-06T07:38:11Z","abstract":[{"text":"<jats:p>The introduction of Systems Engineering is an approach for dealing with the increasing complexity of products and their associated product development. Several introduction strategies are available in the literature; nevertheless, the introduction of Systems Engineering into practice still poses a great challenge to companies. Many companies have already gained experience in the introduction of Systems Engineering. Therefore, as part of the SE4OWL research project, the need to conduct a study including expert interviews and to collect the experiences of experts was identified. A total of 78 hypotheses were identified from 13 expert interviews concerning the lessons learned. Using exclusion criteria, 52 hypotheses were validated in a subsequent quantitative survey with 112 participants. Of these 52 hypotheses, 40 could be confirmed based on the survey results. Only four hypotheses were rejected, and eight could neither be confirmed nor rejected. Through this research, guidance is provided to companies to leverage best practices for the introduction of their own Systems Engineering and to avoid the poor practices of other companies.</jats:p>","lang":"eng"}],"issue":"3","publication":"Systems","user_id":"15782","volume":11,"_id":"47800","publisher":"MDPI AG","status":"public","citation":{"mla":"Wilke, Daria, et al. “Lessons Learned from the Introduction of Systems Engineering.” <i>Systems</i>, vol. 11, no. 3, 119, MDPI AG, 2023, doi:<a href=\"https://doi.org/10.3390/systems11030119\">10.3390/systems11030119</a>.","ama":"Wilke D, Grothe R, Bretz L, Anacker H, Dumitrescu R. Lessons Learned from the Introduction of Systems Engineering. <i>Systems</i>. 2023;11(3). doi:<a href=\"https://doi.org/10.3390/systems11030119\">10.3390/systems11030119</a>","bibtex":"@article{Wilke_Grothe_Bretz_Anacker_Dumitrescu_2023, title={Lessons Learned from the Introduction of Systems Engineering}, volume={11}, DOI={<a href=\"https://doi.org/10.3390/systems11030119\">10.3390/systems11030119</a>}, number={3119}, journal={Systems}, publisher={MDPI AG}, author={Wilke, Daria and Grothe, Robin and Bretz, Lukas and Anacker, Harald and Dumitrescu, Roman}, year={2023} }","apa":"Wilke, D., Grothe, R., Bretz, L., Anacker, H., &#38; Dumitrescu, R. (2023). Lessons Learned from the Introduction of Systems Engineering. <i>Systems</i>, <i>11</i>(3), Article 119. <a href=\"https://doi.org/10.3390/systems11030119\">https://doi.org/10.3390/systems11030119</a>","ieee":"D. Wilke, R. Grothe, L. Bretz, H. Anacker, and R. Dumitrescu, “Lessons Learned from the Introduction of Systems Engineering,” <i>Systems</i>, vol. 11, no. 3, Art. no. 119, 2023, doi: <a href=\"https://doi.org/10.3390/systems11030119\">10.3390/systems11030119</a>.","short":"D. Wilke, R. Grothe, L. Bretz, H. Anacker, R. Dumitrescu, Systems 11 (2023).","chicago":"Wilke, Daria, Robin Grothe, Lukas Bretz, Harald Anacker, and Roman Dumitrescu. “Lessons Learned from the Introduction of Systems Engineering.” <i>Systems</i> 11, no. 3 (2023). <a href=\"https://doi.org/10.3390/systems11030119\">https://doi.org/10.3390/systems11030119</a>."}},{"author":[{"full_name":"Gabriel, Stefan","last_name":"Gabriel","first_name":"Stefan"},{"full_name":"Bentler, Dominik","first_name":"Dominik","last_name":"Bentler"},{"full_name":"Bansmann, Michael","first_name":"Michael","last_name":"Bansmann"},{"first_name":"Benedikt","last_name":"Andrew Latos","full_name":"Andrew Latos, Benedikt"},{"full_name":"Kühn, Arno","first_name":"Arno","last_name":"Kühn"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"publication_identifier":{"issn":["2511-0896","0947-0085"]},"year":"2023","title":"Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung","intvolume":"       118","date_updated":"2023-10-06T07:38:58Z","publication_status":"published","language":[{"iso":"eng"}],"doi":"10.1515/zwf-2023-1009","issue":"1-2","publication":"Zeitschrift für wirtschaftlichen Fabrikbetrieb","abstract":[{"text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>In diesem Beitrag wird die soziotechnische Gestaltung einer Intelligenten Personaleinsatzplanung beim Unternehmen Miele &amp; Cie. KG im Rahmen des Leuchtturmprojekts „InTime“ im Kompetenzzentrum Arbeitswelt.Plus beschrieben. Hierzu werden die Durchführung und Auswertung einer Interviewreihe sowie das daraus erarbeitete Soll-Konzept vorgestellt.</jats:p>","lang":"eng"}],"date_created":"2023-10-06T07:28:04Z","department":[{"_id":"563"}],"keyword":["Management Science and Operations Research","Strategy and Management","General Engineering"],"type":"journal_article","status":"public","_id":"47798","publisher":"Walter de Gruyter GmbH","page":"64-68","volume":118,"user_id":"15782","citation":{"chicago":"Gabriel, Stefan, Dominik Bentler, Michael Bansmann, Benedikt Andrew Latos, Arno Kühn, and Roman Dumitrescu. “Soziotechnische Gestaltung Einer Intelligenten Personaleinsatzplanung.” <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i> 118, no. 1–2 (2023): 64–68. <a href=\"https://doi.org/10.1515/zwf-2023-1009\">https://doi.org/10.1515/zwf-2023-1009</a>.","short":"S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, R. Dumitrescu, Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 118 (2023) 64–68.","apa":"Gabriel, S., Bentler, D., Bansmann, M., Andrew Latos, B., Kühn, A., &#38; Dumitrescu, R. (2023). Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung. <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, <i>118</i>(1–2), 64–68. <a href=\"https://doi.org/10.1515/zwf-2023-1009\">https://doi.org/10.1515/zwf-2023-1009</a>","ieee":"S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, and R. Dumitrescu, “Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung,” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, vol. 118, no. 1–2, pp. 64–68, 2023, doi: <a href=\"https://doi.org/10.1515/zwf-2023-1009\">10.1515/zwf-2023-1009</a>.","ama":"Gabriel S, Bentler D, Bansmann M, Andrew Latos B, Kühn A, Dumitrescu R. Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>. 2023;118(1-2):64-68. doi:<a href=\"https://doi.org/10.1515/zwf-2023-1009\">10.1515/zwf-2023-1009</a>","bibtex":"@article{Gabriel_Bentler_Bansmann_Andrew Latos_Kühn_Dumitrescu_2023, title={Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung}, volume={118}, DOI={<a href=\"https://doi.org/10.1515/zwf-2023-1009\">10.1515/zwf-2023-1009</a>}, number={1–2}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter de Gruyter GmbH}, author={Gabriel, Stefan and Bentler, Dominik and Bansmann, Michael and Andrew Latos, Benedikt and Kühn, Arno and Dumitrescu, Roman}, year={2023}, pages={64–68} }","mla":"Gabriel, Stefan, et al. “Soziotechnische Gestaltung Einer Intelligenten Personaleinsatzplanung.” <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, vol. 118, no. 1–2, Walter de Gruyter GmbH, 2023, pp. 64–68, doi:<a href=\"https://doi.org/10.1515/zwf-2023-1009\">10.1515/zwf-2023-1009</a>."}},{"_id":"47797","publisher":"Springer Fachmedien Wiesbaden","language":[{"iso":"eng"}],"doi":"10.1007/978-3-658-36634-6_14","user_id":"15782","status":"public","title":"Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation","year":"2023","publication_identifier":{"isbn":["9783658366339","9783658366346"],"issn":["2569-2348","2569-4944"]},"author":[{"id":"29799","full_name":"Menzefricke, Jörn Steffen","first_name":"Jörn Steffen","last_name":"Menzefricke"},{"first_name":"Stefan","last_name":"Gabriel","full_name":"Gabriel, Stefan"},{"full_name":"Gundlach, Thomas","last_name":"Gundlach","first_name":"Thomas"},{"last_name":"Hobscheidt","first_name":"Daniela","full_name":"Hobscheidt, Daniela"},{"first_name":"Christian","last_name":"Kürpick","full_name":"Kürpick, Christian"},{"full_name":"Schnasse, Felix","last_name":"Schnasse","first_name":"Felix"},{"full_name":"Scholtysik, Michel","first_name":"Michel","last_name":"Scholtysik","id":"50562"},{"full_name":"Seif, Heiko","last_name":"Seif","first_name":"Heiko"},{"full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","id":"43136"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"date_updated":"2023-10-06T07:39:32Z","publication_status":"published","place":"Wiesbaden","date_created":"2023-10-06T07:27:01Z","type":"book_chapter","department":[{"_id":"563"}],"publication":"Schwerpunkt Business Model Innovation","citation":{"short":"J.S. Menzefricke, S. Gabriel, T. Gundlach, D. Hobscheidt, C. Kürpick, F. Schnasse, M. Scholtysik, H. Seif, C. Koldewey, R. Dumitrescu, in: Schwerpunkt Business Model Innovation, Springer Fachmedien Wiesbaden, Wiesbaden, 2023.","chicago":"Menzefricke, Jörn Steffen, Stefan Gabriel, Thomas Gundlach, Daniela Hobscheidt, Christian Kürpick, Felix Schnasse, Michel Scholtysik, Heiko Seif, Christian Koldewey, and Roman Dumitrescu. “Soziotechnisches Risikomanagement Als Erfolgsfaktor Für Die Digitale Transformation.” In <i>Schwerpunkt Business Model Innovation</i>. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. <a href=\"https://doi.org/10.1007/978-3-658-36634-6_14\">https://doi.org/10.1007/978-3-658-36634-6_14</a>.","ieee":"J. S. Menzefricke <i>et al.</i>, “Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation,” in <i>Schwerpunkt Business Model Innovation</i>, Wiesbaden: Springer Fachmedien Wiesbaden, 2023.","apa":"Menzefricke, J. S., Gabriel, S., Gundlach, T., Hobscheidt, D., Kürpick, C., Schnasse, F., Scholtysik, M., Seif, H., Koldewey, C., &#38; Dumitrescu, R. (2023). Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation. In <i>Schwerpunkt Business Model Innovation</i>. Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-36634-6_14\">https://doi.org/10.1007/978-3-658-36634-6_14</a>","bibtex":"@inbook{Menzefricke_Gabriel_Gundlach_Hobscheidt_Kürpick_Schnasse_Scholtysik_Seif_Koldewey_Dumitrescu_2023, place={Wiesbaden}, title={Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-36634-6_14\">10.1007/978-3-658-36634-6_14</a>}, booktitle={Schwerpunkt Business Model Innovation}, publisher={Springer Fachmedien Wiesbaden}, author={Menzefricke, Jörn Steffen and Gabriel, Stefan and Gundlach, Thomas and Hobscheidt, Daniela and Kürpick, Christian and Schnasse, Felix and Scholtysik, Michel and Seif, Heiko and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","ama":"Menzefricke JS, Gabriel S, Gundlach T, et al. Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation. In: <i>Schwerpunkt Business Model Innovation</i>. Springer Fachmedien Wiesbaden; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-658-36634-6_14\">10.1007/978-3-658-36634-6_14</a>","mla":"Menzefricke, Jörn Steffen, et al. “Soziotechnisches Risikomanagement Als Erfolgsfaktor Für Die Digitale Transformation.” <i>Schwerpunkt Business Model Innovation</i>, Springer Fachmedien Wiesbaden, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-658-36634-6_14\">10.1007/978-3-658-36634-6_14</a>."}},{"date_updated":"2023-10-06T07:37:45Z","author":[{"full_name":"Bentler, Dominik","last_name":"Bentler","first_name":"Dominik"},{"first_name":"Stefan","last_name":"Gabriel","full_name":"Gabriel, Stefan"},{"last_name":"Latos","first_name":"Benedikt A.","full_name":"Latos, Benedikt A."},{"full_name":"Dietrich, Oliver ","first_name":"Oliver ","last_name":"Dietrich"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"},{"first_name":"Günter W.","last_name":"Maier","full_name":"Maier, Günter W."}],"status":"public","title":"Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden Unternehmen","year":"2023","user_id":"15782","language":[{"iso":"eng"}],"_id":"47799","publisher":"GfA, Sankt Augustin","citation":{"chicago":"Bentler, Dominik, Stefan Gabriel, Benedikt A. Latos, Oliver  Dietrich, Roman Dumitrescu, and Günter W. Maier. “Partizipatives Gestaltungsvorgehen Bei Der Einführung Künstlicher Intelligenz in Produzierenden Unternehmen.” In <i>GfA-Frühjahrskongress 2023</i>. GfA, Sankt Augustin, 2023.","short":"D. Bentler, S. Gabriel, B.A. Latos, O. Dietrich, R. Dumitrescu, G.W. Maier, in: GfA-Frühjahrskongress 2023, GfA, Sankt Augustin, 2023.","apa":"Bentler, D., Gabriel, S., Latos, B. A., Dietrich, O., Dumitrescu, R., &#38; Maier, G. W. (2023). Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden Unternehmen. <i>GfA-Frühjahrskongress 2023</i>.","ieee":"D. Bentler, S. Gabriel, B. A. Latos, O. Dietrich, R. Dumitrescu, and G. W. Maier, “Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden Unternehmen,” 2023.","ama":"Bentler D, Gabriel S, Latos BA, Dietrich O, Dumitrescu R, Maier GW. Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden Unternehmen. In: <i>GfA-Frühjahrskongress 2023</i>. GfA, Sankt Augustin; 2023.","bibtex":"@inproceedings{Bentler_Gabriel_Latos_Dietrich_Dumitrescu_Maier_2023, title={Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden Unternehmen}, booktitle={GfA-Frühjahrskongress 2023}, publisher={GfA, Sankt Augustin}, author={Bentler, Dominik and Gabriel, Stefan and Latos, Benedikt A. and Dietrich, Oliver  and Dumitrescu, Roman and Maier, Günter W.}, year={2023} }","mla":"Bentler, Dominik, et al. “Partizipatives Gestaltungsvorgehen Bei Der Einführung Künstlicher Intelligenz in Produzierenden Unternehmen.” <i>GfA-Frühjahrskongress 2023</i>, GfA, Sankt Augustin, 2023."},"publication":"GfA-Frühjahrskongress 2023","department":[{"_id":"563"}],"type":"conference","date_created":"2023-10-06T07:37:19Z"},{"title":"Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics","year":"2023","author":[{"full_name":"Weller, Julian","last_name":"Weller","first_name":"Julian"},{"first_name":"Daniel","last_name":"Roesmann","full_name":"Roesmann, Daniel"},{"full_name":"Eggert, Sönke","last_name":"Eggert","first_name":"Sönke"},{"full_name":"von Enzberg, Sebastian","last_name":"von Enzberg","first_name":"Sebastian"},{"first_name":"Iris","last_name":"Gräßler","full_name":"Gräßler, Iris"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman","id":"16190"}],"publication_identifier":{"issn":["2212-8271"]},"publication_status":"published","date_updated":"2023-10-06T09:48:47Z","intvolume":"       119","language":[{"iso":"eng"}],"doi":"10.1016/j.procir.2023.01.011","publication":"Procedia CIRP","date_created":"2023-10-06T09:48:14Z","type":"journal_article","keyword":["General Medicine"],"department":[{"_id":"563"}],"status":"public","page":"514-520","_id":"47827","publisher":"Elsevier BV","user_id":"15782","volume":119,"citation":{"mla":"Weller, Julian, et al. “Identification and Prediction of Standard Times in Machining for Precision Steel Tubes through the Usage of Data Analytics.” <i>Procedia CIRP</i>, vol. 119, Elsevier BV, 2023, pp. 514–20, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">10.1016/j.procir.2023.01.011</a>.","ama":"Weller J, Roesmann D, Eggert S, von Enzberg S, Gräßler I, Dumitrescu R. Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics. <i>Procedia CIRP</i>. 2023;119:514-520. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">10.1016/j.procir.2023.01.011</a>","bibtex":"@article{Weller_Roesmann_Eggert_von Enzberg_Gräßler_Dumitrescu_2023, title={Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics}, volume={119}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">10.1016/j.procir.2023.01.011</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Roesmann, Daniel and Eggert, Sönke and von Enzberg, Sebastian and Gräßler, Iris and Dumitrescu, Roman}, year={2023}, pages={514–520} }","apa":"Weller, J., Roesmann, D., Eggert, S., von Enzberg, S., Gräßler, I., &#38; Dumitrescu, R. (2023). Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics. <i>Procedia CIRP</i>, <i>119</i>, 514–520. <a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">https://doi.org/10.1016/j.procir.2023.01.011</a>","ieee":"J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, and R. Dumitrescu, “Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics,” <i>Procedia CIRP</i>, vol. 119, pp. 514–520, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">10.1016/j.procir.2023.01.011</a>.","short":"J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, R. Dumitrescu, Procedia CIRP 119 (2023) 514–520.","chicago":"Weller, Julian, Daniel Roesmann, Sönke Eggert, Sebastian von Enzberg, Iris Gräßler, and Roman Dumitrescu. “Identification and Prediction of Standard Times in Machining for Precision Steel Tubes through the Usage of Data Analytics.” <i>Procedia CIRP</i> 119 (2023): 514–20. <a href=\"https://doi.org/10.1016/j.procir.2023.01.011\">https://doi.org/10.1016/j.procir.2023.01.011</a>."}},{"date_created":"2023-10-06T09:43:30Z","keyword":["General Medicine"],"type":"journal_article","department":[{"_id":"563"}],"publication":"Procedia CIRP","language":[{"iso":"eng"}],"doi":"10.1016/j.procir.2023.03.145","year":"2023","title":"Design of individual simulation games in manufacturing companies for game-based learning","publication_identifier":{"issn":["2212-8271"]},"author":[{"full_name":"Machon, Fabian","last_name":"Machon","first_name":"Fabian"},{"full_name":"Gabriel, Stefan","first_name":"Stefan","last_name":"Gabriel"},{"last_name":"Latos","first_name":"Benedikt","full_name":"Latos, Benedikt"},{"full_name":"Holtkötter, Christoph","first_name":"Christoph","last_name":"Holtkötter"},{"first_name":"Ben","last_name":"Lütkehoff","full_name":"Lütkehoff, Ben"},{"last_name":"Asmar","first_name":"Laban","full_name":"Asmar, Laban"},{"first_name":"Arno","last_name":"Kühn","full_name":"Kühn, Arno"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"date_updated":"2023-10-06T09:44:19Z","publication_status":"published","intvolume":"       119","citation":{"bibtex":"@article{Machon_Gabriel_Latos_Holtkötter_Lütkehoff_Asmar_Kühn_Dumitrescu_2023, title={Design of individual simulation games in manufacturing companies for game-based learning}, volume={119}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.03.145\">10.1016/j.procir.2023.03.145</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Machon, Fabian and Gabriel, Stefan and Latos, Benedikt and Holtkötter, Christoph and Lütkehoff, Ben and Asmar, Laban and Kühn, Arno and Dumitrescu, Roman}, year={2023}, pages={1017–1022} }","ama":"Machon F, Gabriel S, Latos B, et al. Design of individual simulation games in manufacturing companies for game-based learning. <i>Procedia CIRP</i>. 2023;119:1017-1022. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.03.145\">10.1016/j.procir.2023.03.145</a>","mla":"Machon, Fabian, et al. “Design of Individual Simulation Games in Manufacturing Companies for Game-Based Learning.” <i>Procedia CIRP</i>, vol. 119, Elsevier BV, 2023, pp. 1017–22, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.03.145\">10.1016/j.procir.2023.03.145</a>.","chicago":"Machon, Fabian, Stefan Gabriel, Benedikt Latos, Christoph Holtkötter, Ben Lütkehoff, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Design of Individual Simulation Games in Manufacturing Companies for Game-Based Learning.” <i>Procedia CIRP</i> 119 (2023): 1017–22. <a href=\"https://doi.org/10.1016/j.procir.2023.03.145\">https://doi.org/10.1016/j.procir.2023.03.145</a>.","short":"F. Machon, S. Gabriel, B. Latos, C. Holtkötter, B. Lütkehoff, L. Asmar, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 1017–1022.","ieee":"F. Machon <i>et al.</i>, “Design of individual simulation games in manufacturing companies for game-based learning,” <i>Procedia CIRP</i>, vol. 119, pp. 1017–1022, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.03.145\">10.1016/j.procir.2023.03.145</a>.","apa":"Machon, F., Gabriel, S., Latos, B., Holtkötter, C., Lütkehoff, B., Asmar, L., Kühn, A., &#38; Dumitrescu, R. (2023). 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(2023). <i>XCS for Self-awareness in Autonomous Computing Systems</i>.","ieee":"T. Hansmeier, <i>XCS for Self-awareness in Autonomous Computing Systems</i>. 2023.","short":"T. Hansmeier, XCS for Self-Awareness in Autonomous Computing Systems, 2023.","chicago":"Hansmeier, Tim. <i>XCS for Self-Awareness in Autonomous Computing Systems</i>, 2023.","mla":"Hansmeier, Tim. <i>XCS for Self-Awareness in Autonomous Computing Systems</i>. 2023.","ama":"Hansmeier T. <i>XCS for Self-Awareness in Autonomous Computing Systems</i>.; 2023.","bibtex":"@book{Hansmeier_2023, title={XCS for Self-awareness in Autonomous Computing Systems}, author={Hansmeier, Tim}, year={2023} }"},"type":"dissertation","department":[{"_id":"78"}],"date_created":"2023-10-06T12:45:58Z","date_updated":"2023-10-06T12:46:08Z","year":"2023","status":"public","title":"XCS for Self-awareness in Autonomous Computing Systems","author":[{"full_name":"Hansmeier, Tim","first_name":"Tim","last_name":"Hansmeier"}],"user_id":"15504","_id":"47837","language":[{"iso":"eng"}]},{"department":[{"_id":"623"},{"_id":"7"}],"type":"conference","date_created":"2022-07-22T12:32:40Z","abstract":[{"lang":"eng","text":"Estimating the ground state energy of a local Hamiltonian is a central\r\nproblem in quantum chemistry. In order to further investigate its complexity\r\nand the potential of quantum algorithms for quantum chemistry, Gharibian and Le\r\nGall (STOC 2022) recently introduced the guided local Hamiltonian problem\r\n(GLH), which is a variant of the local Hamiltonian problem where an\r\napproximation of a ground state is given as an additional input. Gharibian and\r\nLe Gall showed quantum advantage (more precisely, BQP-completeness) for GLH\r\nwith $6$-local Hamiltonians when the guiding vector has overlap\r\n(inverse-polynomially) close to 1/2 with a ground state. In this paper, we\r\noptimally improve both the locality and the overlap parameters: we show that\r\nthis quantum advantage (BQP-completeness) persists even with 2-local\r\nHamiltonians, and even when the guiding vector has overlap\r\n(inverse-polynomially) close to 1 with a ground state. Moreover, we show that\r\nthe quantum advantage also holds for 2-local physically motivated Hamiltonians\r\non a 2D square lattice. This makes a further step towards establishing\r\npractical quantum advantage in quantum chemistry."}],"publication":"Proceedings of the 50th EATCS International Colloquium on Automata, Languages and Programming (ICALP)","issue":"32","doi":"10.4230/LIPIcs.ICALP.2023.32","language":[{"iso":"eng"}],"intvolume":"       261","date_updated":"2023-10-09T04:17:10Z","publication_status":"published","author":[{"full_name":"Gharibian, Sevag","orcid":"0000-0002-9992-3379","first_name":"Sevag","last_name":"Gharibian","id":"71541"},{"last_name":"Hayakawa","first_name":"Ryu","full_name":"Hayakawa, Ryu"},{"last_name":"Gall","first_name":"François Le","full_name":"Gall, François Le"},{"first_name":"Tomoyuki","last_name":"Morimae","full_name":"Morimae, Tomoyuki"}],"title":"Improved Hardness Results for the Guided Local Hamiltonian Problem","year":"2023","external_id":{"arxiv":["2207.10250"]},"citation":{"chicago":"Gharibian, Sevag, Ryu Hayakawa, François Le Gall, and Tomoyuki Morimae. “Improved Hardness Results for the Guided Local Hamiltonian Problem.” In <i>Proceedings of the 50th EATCS International Colloquium on Automata, Languages and Programming (ICALP)</i>, 261:1–19, 2023. <a href=\"https://doi.org/10.4230/LIPIcs.ICALP.2023.32\">https://doi.org/10.4230/LIPIcs.ICALP.2023.32</a>.","short":"S. 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(2023). Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features. <i>Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms</i>, 129–139. <a href=\"https://doi.org/10.1145/3594805.3607136\">https://doi.org/10.1145/3594805.3607136</a>","ieee":"R. P. Prager <i>et al.</i>, “Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features,” in <i>Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms</i>, 2023, pp. 129–139, doi: <a href=\"https://doi.org/10.1145/3594805.3607136\">10.1145/3594805.3607136</a>.","chicago":"Prager, Raphael Patrick, Konstantin Dietrich, Lennart Schneider, Lennart Schäpermeier, Bernd Bischl, Pascal Kerschke, Heike Trautmann, and Olaf Mersmann. “Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features.” In <i>Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms</i>, 129–139. FOGA ’23. New York, NY, USA: Association for Computing Machinery, 2023. <a href=\"https://doi.org/10.1145/3594805.3607136\">https://doi.org/10.1145/3594805.3607136</a>.","short":"R.P. Prager, K. Dietrich, L. Schneider, L. Schäpermeier, B. Bischl, P. Kerschke, H. Trautmann, O. Mersmann, in: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, Association for Computing Machinery, New York, NY, USA, 2023, pp. 129–139."},"place":"New York, NY, USA","title":"Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features","year":"2023","publication_identifier":{"isbn":["9798400702020"]},"author":[{"first_name":"Raphael Patrick","last_name":"Prager","full_name":"Prager, Raphael Patrick"},{"last_name":"Dietrich","first_name":"Konstantin","full_name":"Dietrich, Konstantin"},{"first_name":"Lennart","last_name":"Schneider","full_name":"Schneider, Lennart"},{"last_name":"Schäpermeier","first_name":"Lennart","full_name":"Schäpermeier, Lennart"},{"full_name":"Bischl, Bernd","last_name":"Bischl","first_name":"Bernd"},{"last_name":"Kerschke","first_name":"Pascal","full_name":"Kerschke, Pascal"},{"id":"100740","full_name":"Trautmann, Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282","first_name":"Heike"},{"full_name":"Mersmann, Olaf","last_name":"Mersmann","first_name":"Olaf"}],"date_updated":"2023-10-16T12:33:02Z","series_title":"FOGA ’23","language":[{"iso":"eng"}],"doi":"10.1145/3594805.3607136","publication":"Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms","abstract":[{"lang":"eng","text":"Artificial benchmark functions are commonly used in optimization research because of their ability to rapidly evaluate potential solutions, making them a preferred substitute for real-world problems. However, these benchmark functions have faced criticism for their limited resemblance to real-world problems. In response, recent research has focused on automatically generating new benchmark functions for areas where established test suites are inadequate. These approaches have limitations, such as the difficulty of generating new benchmark functions that exhibit exploratory landscape analysis (ELA) features beyond those of existing benchmarks.The objective of this work is to develop a method for generating benchmark functions for single-objective continuous optimization with user-specified structural properties. Specifically, we aim to demonstrate a proof of concept for a method that uses an ELA feature vector to specify these properties in advance. To achieve this, we begin by generating a random sample of decision space variables and objective values. We then adjust the objective values using CMA-ES until the corresponding features of our new problem match the predefined ELA features within a specified threshold. By iteratively transforming the landscape in this way, we ensure that the resulting function exhibits the desired properties. To create the final function, we use the resulting point cloud as training data for a simple neural network that produces a function exhibiting the target ELA features. We demonstrate the effectiveness of this approach by replicating the existing functions of the well-known BBOB suite and creating new functions with ELA feature values that are not present in BBOB."}],"date_created":"2023-09-27T15:43:17Z","type":"conference","keyword":["Benchmarking","Instance Generator","Black-Box Continuous Optimization","Exploratory Landscape Analysis","Neural Networks"],"department":[{"_id":"34"},{"_id":"819"}]},{"date_updated":"2023-10-16T12:36:45Z","author":[{"first_name":"Raphael Patrick","last_name":"Prager","full_name":"Prager, Raphael Patrick"},{"last_name":"Trautmann","first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","id":"100740"}],"publication_identifier":{"isbn":["978-3-031-30229-9"]},"status":"public","year":"2023","title":"Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features","editor":[{"last_name":"Correia","first_name":"João","full_name":"Correia, João"},{"full_name":"Smith, Stephen","first_name":"Stephen","last_name":"Smith"},{"full_name":"Qaddoura, Raneem","last_name":"Qaddoura","first_name":"Raneem"}],"user_id":"15504","language":[{"iso":"eng"}],"_id":"46297","publisher":"Springer Nature Switzerland","page":"411–425","abstract":[{"text":"Exploratory landscape analysis (ELA) in single-objective black-box optimization relies on a comprehensive and large set of numerical features characterizing problem instances. Those foster problem understanding and serve as basis for constructing automated algorithm selection models choosing the best suited algorithm for a problem at hand based on the aforementioned features computed prior to optimization. This work specifically points to the sensitivity of a substantial proportion of these features to absolute objective values, i.e., we observe a lack of shift and scale invariance. We show that this unfortunately induces bias within automated algorithm selection models, an overfitting to specific benchmark problem sets used for training and thereby hinders generalization capabilities to unseen problems. We tackle these issues by presenting an appropriate objective normalization to be used prior to ELA feature computation and empirically illustrate the respective effectiveness focusing on the BBOB benchmark set.","lang":"eng"}],"citation":{"mla":"Prager, Raphael Patrick, and Heike Trautmann. “Nullifying the Inherent Bias of Non-Invariant Exploratory Landscape Analysis Features.” <i>Applications of Evolutionary Computation</i>, edited by João Correia et al., Springer Nature Switzerland, 2023, pp. 411–425.","bibtex":"@inproceedings{Prager_Trautmann_2023, place={Cham}, title={Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features}, booktitle={Applications of Evolutionary Computation}, publisher={Springer Nature Switzerland}, author={Prager, Raphael Patrick and Trautmann, Heike}, editor={Correia, João and Smith, Stephen and Qaddoura, Raneem}, year={2023}, pages={411–425} }","ama":"Prager RP, Trautmann H. Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features. In: Correia J, Smith S, Qaddoura R, eds. <i>Applications of Evolutionary Computation</i>. Springer Nature Switzerland; 2023:411–425.","ieee":"R. P. Prager and H. Trautmann, “Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features,” in <i>Applications of Evolutionary Computation</i>, 2023, pp. 411–425.","apa":"Prager, R. P., &#38; Trautmann, H. (2023). Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features. In J. Correia, S. Smith, &#38; R. Qaddoura (Eds.), <i>Applications of Evolutionary Computation</i> (pp. 411–425). Springer Nature Switzerland.","chicago":"Prager, Raphael Patrick, and Heike Trautmann. “Nullifying the Inherent Bias of Non-Invariant Exploratory Landscape Analysis Features.” In <i>Applications of Evolutionary Computation</i>, edited by João Correia, Stephen Smith, and Raneem Qaddoura, 411–425. Cham: Springer Nature Switzerland, 2023.","short":"R.P. Prager, H. Trautmann, in: J. Correia, S. Smith, R. Qaddoura (Eds.), Applications of Evolutionary Computation, Springer Nature Switzerland, Cham, 2023, pp. 411–425."},"publication":"Applications of Evolutionary Computation","department":[{"_id":"819"},{"_id":"34"}],"type":"conference","place":"Cham","date_created":"2023-08-04T06:54:22Z"}]