[{"oa":"1","department":[{"_id":"760"},{"_id":"574"}],"type":"conference","date_created":"2024-05-26T18:52:47Z","citation":{"short":"N.J. KOUAGOU, C. Demir, H.M.A. Zahera, A. Wilke, S. Heindorf, J. Li, A.-C. Ngonga Ngomo, in: Companion Proceedings of the ACM on Web Conference 2024, ACM, 2024.","chicago":"KOUAGOU, N’Dah Jean, Caglar Demir, Hamada Mohamed Abdelsamee Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, and Axel-Cyrille Ngonga Ngomo. “Universal Knowledge Graph Embeddings.” In <i>Companion Proceedings of the ACM on Web Conference 2024</i>. ACM, 2024. <a href=\"https://doi.org/10.1145/3589335.3651978\">https://doi.org/10.1145/3589335.3651978</a>.","ieee":"N. J. KOUAGOU <i>et al.</i>, “Universal Knowledge Graph Embeddings,” presented at the Companion Proceedings of the ACM on Web Conference 2024, Singapore, 2024, doi: <a href=\"https://doi.org/10.1145/3589335.3651978\">10.1145/3589335.3651978</a>.","apa":"KOUAGOU, N. J., Demir, C., Zahera, H. M. A., Wilke, A., Heindorf, S., Li, J., &#38; Ngonga Ngomo, A.-C. (2024). Universal Knowledge Graph Embeddings. <i>Companion Proceedings of the ACM on Web Conference 2024</i>. Companion Proceedings of the ACM on Web Conference 2024, Singapore. <a href=\"https://doi.org/10.1145/3589335.3651978\">https://doi.org/10.1145/3589335.3651978</a>","bibtex":"@inproceedings{KOUAGOU_Demir_Zahera_Wilke_Heindorf_Li_Ngonga Ngomo_2024, title={Universal Knowledge Graph Embeddings}, DOI={<a href=\"https://doi.org/10.1145/3589335.3651978\">10.1145/3589335.3651978</a>}, booktitle={Companion Proceedings of the ACM on Web Conference 2024}, publisher={ACM}, author={KOUAGOU, N’Dah Jean and Demir, Caglar and Zahera, Hamada Mohamed Abdelsamee and Wilke, Adrian and Heindorf, Stefan and Li, Jiayi and Ngonga Ngomo, Axel-Cyrille}, year={2024} }","ama":"KOUAGOU NJ, Demir C, Zahera HMA, et al. Universal Knowledge Graph Embeddings. In: <i>Companion Proceedings of the ACM on Web Conference 2024</i>. ACM; 2024. doi:<a href=\"https://doi.org/10.1145/3589335.3651978\">10.1145/3589335.3651978</a>","mla":"KOUAGOU, N’Dah Jean, et al. “Universal Knowledge Graph Embeddings.” <i>Companion Proceedings of the ACM on Web Conference 2024</i>, ACM, 2024, doi:<a href=\"https://doi.org/10.1145/3589335.3651978\">10.1145/3589335.3651978</a>."},"publication":"Companion Proceedings of the ACM on Web Conference 2024","doi":"10.1145/3589335.3651978","user_id":"11871","_id":"54449","language":[{"iso":"eng"}],"publisher":"ACM","main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/abs/10.1145/3589335.3651978"}],"date_updated":"2024-05-26T19:06:10Z","publication_status":"published","conference":{"end_date":"2024-05-17","start_date":"2024-05-13","name":"Companion Proceedings of the ACM on Web Conference 2024","location":"Singapore"},"author":[{"id":"87189","first_name":"N'Dah Jean","last_name":"KOUAGOU","full_name":"KOUAGOU, N'Dah Jean"},{"id":"43817","full_name":"Demir, Caglar","first_name":"Caglar","last_name":"Demir"},{"id":"72768","full_name":"Zahera, Hamada Mohamed Abdelsamee","last_name":"Zahera","orcid":"0000-0003-0215-1278","first_name":"Hamada Mohamed Abdelsamee"},{"full_name":"Wilke, Adrian","orcid":"0000-0002-6575-807X","first_name":"Adrian","last_name":"Wilke","id":"9101"},{"orcid":"0000-0002-4525-6865","first_name":"Stefan","last_name":"Heindorf","full_name":"Heindorf, Stefan","id":"11871"},{"full_name":"Li, Jiayi","first_name":"Jiayi","last_name":"Li"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","id":"65716"}],"title":"Universal Knowledge Graph Embeddings","year":"2024","status":"public"},{"user_id":"11871","main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2405.12654"}],"_id":"54448","language":[{"iso":"eng"}],"date_updated":"2024-05-26T19:04:55Z","status":"public","year":"2024","title":"Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks","author":[{"last_name":"Köhler","first_name":"Dominik","full_name":"Köhler, Dominik"},{"first_name":"Stefan","last_name":"Heindorf","orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","id":"11871"}],"type":"preprint","department":[{"_id":"760"}],"oa":"1","external_id":{"arxiv":["2405.12654"]},"date_created":"2024-05-26T18:49:59Z","abstract":[{"text":"Graph Neural Networks (GNNs) are effective for node classification in\r\ngraph-structured data, but they lack explainability, especially at the global\r\nlevel. Current research mainly utilizes subgraphs of the input as local\r\nexplanations or generates new graphs as global explanations. However, these\r\ngraph-based methods are limited in their ability to explain classes with\r\nmultiple sufficient explanations. To provide more expressive explanations, we\r\npropose utilizing class expressions (CEs) from the field of description logic\r\n(DL). Our approach explains heterogeneous graphs with different types of nodes\r\nusing CEs in the EL description logic. To identify the best explanation among\r\nmultiple candidate explanations, we employ and compare two different scoring\r\nfunctions: (1) For a given CE, we construct multiple graphs, have the GNN make\r\na prediction for each graph, and aggregate the predicted scores. (2) We score\r\nthe CE in terms of fidelity, i.e., we compare the predictions of the GNN to the\r\npredictions by the CE on a separate validation set. Instead of subgraph-based\r\nexplanations, we offer CE-based explanations.","lang":"eng"}],"publication":"arXiv:2405.12654","citation":{"bibtex":"@article{Köhler_Heindorf_2024, title={Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks}, journal={arXiv:2405.12654}, author={Köhler, Dominik and Heindorf, Stefan}, year={2024} }","ama":"Köhler D, Heindorf S. Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks. <i>arXiv:240512654</i>. Published online 2024.","mla":"Köhler, Dominik, and Stefan Heindorf. “Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks.” <i>ArXiv:2405.12654</i>, 2024.","chicago":"Köhler, Dominik, and Stefan Heindorf. “Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks.” <i>ArXiv:2405.12654</i>, 2024.","short":"D. Köhler, S. Heindorf, ArXiv:2405.12654 (2024).","ieee":"D. Köhler and S. Heindorf, “Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks,” <i>arXiv:2405.12654</i>. 2024.","apa":"Köhler, D., &#38; Heindorf, S. (2024). Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks. In <i>arXiv:2405.12654</i>."}},{"project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"citation":{"ama":"Blübaum L, Heindorf S. Causal Question Answering with Reinforcement Learning. In: <i>The World Wide Web Conference (WWW)</i>. ACM; :2204–2215. doi:<a href=\"https://doi.org/10.1145/3589334.3645610\">10.1145/3589334.3645610</a>","bibtex":"@inproceedings{Blübaum_Heindorf, title={Causal Question Answering with Reinforcement Learning}, DOI={<a href=\"https://doi.org/10.1145/3589334.3645610\">10.1145/3589334.3645610</a>}, booktitle={The World Wide Web Conference (WWW)}, publisher={ACM}, author={Blübaum, Lukas and Heindorf, Stefan}, pages={2204–2215} }","mla":"Blübaum, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement Learning.” <i>The World Wide Web Conference (WWW)</i>, ACM, pp. 2204–2215, doi:<a href=\"https://doi.org/10.1145/3589334.3645610\">10.1145/3589334.3645610</a>.","short":"L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d., pp. 2204–2215.","chicago":"Blübaum, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement Learning.” In <i>The World Wide Web Conference (WWW)</i>, 2204–2215. ACM, n.d. <a href=\"https://doi.org/10.1145/3589334.3645610\">https://doi.org/10.1145/3589334.3645610</a>.","apa":"Blübaum, L., &#38; Heindorf, S. (n.d.). Causal Question Answering with Reinforcement Learning. <i>The World Wide Web Conference (WWW)</i>, 2204–2215. <a href=\"https://doi.org/10.1145/3589334.3645610\">https://doi.org/10.1145/3589334.3645610</a>","ieee":"L. Blübaum and S. Heindorf, “Causal Question Answering with Reinforcement Learning,” in <i>The World Wide Web Conference (WWW)</i>, Singapore, pp. 2204–2215, doi: <a href=\"https://doi.org/10.1145/3589334.3645610\">10.1145/3589334.3645610</a>."},"oa":"1","conference":{"end_date":"2024-05-17","location":"Singapore","start_date":"2024-05-13","name":"The Web Conference"},"status":"public","user_id":"11871","publisher":"ACM","_id":"52231","page":"2204–2215","publication":"The World Wide Web Conference (WWW)","department":[{"_id":"760"}],"type":"conference","date_created":"2024-03-01T16:32:39Z","date_updated":"2024-05-26T19:01:34Z","publication_status":"accepted","author":[{"full_name":"Blübaum, Lukas","last_name":"Blübaum","first_name":"Lukas"},{"id":"11871","full_name":"Heindorf, Stefan","orcid":"0000-0002-4525-6865","last_name":"Heindorf","first_name":"Stefan"}],"year":"2024","title":"Causal Question Answering with Reinforcement Learning","doi":"10.1145/3589334.3645610","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://arxiv.org/abs/2311.02760","open_access":"1"}]},{"citation":{"chicago":"Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “DeepApprox: Rapid Deep Learning Based Design Space Exploration of Approximate Circuits via Check-Pointing.” In <i>To Apear in IEEE ISVLSI 2024</i>, 2024.","short":"M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI 2024, 2024.","apa":"Awais, M., Ghasemzadeh Mohammadi, H., &#38; Platzner, M. (2024). DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing. <i>To Apear in IEEE ISVLSI 2024</i>. IEEE Computer Society Annual Symposium on VLSI, Knoxville, Tennessee, USA.","ieee":"M. Awais, H. Ghasemzadeh Mohammadi, and M. Platzner, “DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing,” presented at the IEEE Computer Society Annual Symposium on VLSI, Knoxville, Tennessee, USA, 2024.","ama":"Awais M, Ghasemzadeh Mohammadi H, Platzner M. DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing. In: <i>To Apear in IEEE ISVLSI 2024</i>. ; 2024.","bibtex":"@inproceedings{Awais_Ghasemzadeh Mohammadi_Platzner_2024, title={DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing}, booktitle={To apear in IEEE ISVLSI 2024}, author={Awais, Muhammad and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, year={2024} }","mla":"Awais, Muhammad, et al. “DeepApprox: Rapid Deep Learning Based Design Space Exploration of Approximate Circuits via Check-Pointing.” <i>To Apear in IEEE ISVLSI 2024</i>, 2024."},"publication":"To apear in IEEE ISVLSI 2024","department":[{"_id":"78"}],"type":"conference","date_created":"2024-05-28T08:14:43Z","date_updated":"2024-05-29T08:26:29Z","author":[{"id":"64665","last_name":"Awais","first_name":"Muhammad","orcid":"https://orcid.org/0000-0003-4148-2969","full_name":"Awais, Muhammad"},{"full_name":"Ghasemzadeh Mohammadi, Hassan","first_name":"Hassan","last_name":"Ghasemzadeh Mohammadi","id":"61186"},{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"}],"conference":{"end_date":"2024-07-03","location":"Knoxville, Tennessee, USA","start_date":"2024-07-01","name":"IEEE Computer Society Annual Symposium on VLSI"},"year":"2024","title":"DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing","status":"public","user_id":"64665","_id":"54468","language":[{"iso":"eng"}]},{"status":"public","year":"2024","title":"Exploratory Landscape Analysis for Mixed-Variable Problems","author":[{"full_name":"Prager, Raphael Patrick","last_name":"Prager","first_name":"Raphael Patrick"},{"orcid":"0000-0002-9788-8282","last_name":"Trautmann","first_name":"Heike","full_name":"Trautmann, Heike","id":"100740"}],"date_updated":"2024-06-03T06:17:13Z","page":"1-1","_id":"54548","language":[{"iso":"eng"}],"user_id":"15504","doi":"10.1109/TEVC.2024.3399560","publication":"IEEE Transactions on Evolutionary Computation","citation":{"bibtex":"@article{Prager_Trautmann_2024, title={Exploratory Landscape Analysis for Mixed-Variable Problems}, DOI={<a href=\"https://doi.org/10.1109/TEVC.2024.3399560\">10.1109/TEVC.2024.3399560</a>}, journal={IEEE Transactions on Evolutionary Computation}, author={Prager, Raphael Patrick and Trautmann, Heike}, year={2024}, pages={1–1} }","ama":"Prager RP, Trautmann H. Exploratory Landscape Analysis for Mixed-Variable Problems. <i>IEEE Transactions on Evolutionary Computation</i>. Published online 2024:1-1. doi:<a href=\"https://doi.org/10.1109/TEVC.2024.3399560\">10.1109/TEVC.2024.3399560</a>","mla":"Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis for Mixed-Variable Problems.” <i>IEEE Transactions on Evolutionary Computation</i>, 2024, pp. 1–1, doi:<a href=\"https://doi.org/10.1109/TEVC.2024.3399560\">10.1109/TEVC.2024.3399560</a>.","chicago":"Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis for Mixed-Variable Problems.” <i>IEEE Transactions on Evolutionary Computation</i>, 2024, 1–1. <a href=\"https://doi.org/10.1109/TEVC.2024.3399560\">https://doi.org/10.1109/TEVC.2024.3399560</a>.","short":"R.P. Prager, H. Trautmann, IEEE Transactions on Evolutionary Computation (2024) 1–1.","ieee":"R. P. Prager and H. Trautmann, “Exploratory Landscape Analysis for Mixed-Variable Problems,” <i>IEEE Transactions on Evolutionary Computation</i>, pp. 1–1, 2024, doi: <a href=\"https://doi.org/10.1109/TEVC.2024.3399560\">10.1109/TEVC.2024.3399560</a>.","apa":"Prager, R. P., &#38; Trautmann, H. (2024). Exploratory Landscape Analysis for Mixed-Variable Problems. <i>IEEE Transactions on Evolutionary Computation</i>, 1–1. <a href=\"https://doi.org/10.1109/TEVC.2024.3399560\">https://doi.org/10.1109/TEVC.2024.3399560</a>"},"date_created":"2024-06-03T06:16:33Z","type":"journal_article","keyword":["Optimization","Evolutionary computation","Benchmark testing","Hyperparameter optimization","Portfolios","Extraterrestrial measurements","Dispersion","Exploratory landscape analysis","mixed-variable problem","mixed search spaces","automated algorithm selection"],"department":[{"_id":"819"}]},{"date_created":"2024-06-04T07:38:41Z","type":"conference","department":[{"_id":"563"}],"publication":"2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)","citation":{"ama":"Tissen D, Wiederkehr I, Koldewey C, Dumitrescu R. Exploring data-driven model-based systems engineering: a systematic literature review. In: <i>2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/ictmod59086.2023.10438129\">10.1109/ictmod59086.2023.10438129</a>","bibtex":"@inproceedings{Tissen_Wiederkehr_Koldewey_Dumitrescu_2024, title={Exploring data-driven model-based systems engineering: a systematic literature review}, DOI={<a href=\"https://doi.org/10.1109/ictmod59086.2023.10438129\">10.1109/ictmod59086.2023.10438129</a>}, booktitle={2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)}, publisher={IEEE}, author={Tissen, Denis and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2024} }","mla":"Tissen, Denis, et al. “Exploring Data-Driven Model-Based Systems Engineering: A Systematic Literature Review.” <i>2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/ictmod59086.2023.10438129\">10.1109/ictmod59086.2023.10438129</a>.","chicago":"Tissen, Denis, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Exploring Data-Driven Model-Based Systems Engineering: A Systematic Literature Review.” In <i>2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/ictmod59086.2023.10438129\">https://doi.org/10.1109/ictmod59086.2023.10438129</a>.","short":"D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, in: 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE, 2024.","apa":"Tissen, D., Wiederkehr, I., Koldewey, C., &#38; Dumitrescu, R. (2024). Exploring data-driven model-based systems engineering: a systematic literature review. <i>2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. <a href=\"https://doi.org/10.1109/ictmod59086.2023.10438129\">https://doi.org/10.1109/ictmod59086.2023.10438129</a>","ieee":"D. Tissen, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Exploring data-driven model-based systems engineering: a systematic literature review,” 2024, doi: <a href=\"https://doi.org/10.1109/ictmod59086.2023.10438129\">10.1109/ictmod59086.2023.10438129</a>."},"publisher":"IEEE","_id":"54559","user_id":"102490","doi":"10.1109/ictmod59086.2023.10438129","year":"2024","status":"public","title":"Exploring data-driven model-based systems engineering: a systematic literature review","author":[{"full_name":"Tissen, Denis","last_name":"Tissen","first_name":"Denis"},{"full_name":"Wiederkehr, Ingrid","last_name":"Wiederkehr","first_name":"Ingrid"},{"first_name":"Christian","last_name":"Koldewey","full_name":"Koldewey, Christian"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"publication_status":"published","date_updated":"2024-06-04T08:00:20Z"},{"publication":"The Semantic Web","citation":{"ama":"Firmansyah AF, Moussallem D, Ngonga Ngomo A-C. ESLM: Improving Entity Summarization by Leveraging Language Models. In: <i>The Semantic Web</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-60626-7_9\">10.1007/978-3-031-60626-7_9</a>","bibtex":"@inbook{Firmansyah_Moussallem_Ngonga Ngomo_2024, place={Cham}, title={ESLM: Improving Entity Summarization by Leveraging Language Models}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-60626-7_9\">10.1007/978-3-031-60626-7_9</a>}, booktitle={The Semantic Web}, publisher={Springer Nature Switzerland}, author={Firmansyah, Asep Fajar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2024} }","mla":"Firmansyah, Asep Fajar, et al. “ESLM: Improving Entity Summarization by Leveraging Language Models.” <i>The Semantic Web</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-60626-7_9\">10.1007/978-3-031-60626-7_9</a>.","chicago":"Firmansyah, Asep Fajar, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “ESLM: Improving Entity Summarization by Leveraging Language Models.” In <i>The Semantic Web</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-60626-7_9\">https://doi.org/10.1007/978-3-031-60626-7_9</a>.","short":"A.F. Firmansyah, D. Moussallem, A.-C. Ngonga Ngomo, in: The Semantic Web, Springer Nature Switzerland, Cham, 2024.","apa":"Firmansyah, A. F., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2024). ESLM: Improving Entity Summarization by Leveraging Language Models. In <i>The Semantic Web</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-60626-7_9\">https://doi.org/10.1007/978-3-031-60626-7_9</a>","ieee":"A. F. Firmansyah, D. Moussallem, and A.-C. Ngonga Ngomo, “ESLM: Improving Entity Summarization by Leveraging Language Models,” in <i>The Semantic Web</i>, Cham: Springer Nature Switzerland, 2024."},"type":"book_chapter","department":[{"_id":"574"},{"_id":"34"}],"date_created":"2024-05-22T09:00:03Z","place":"Cham","publication_status":"published","date_updated":"2024-06-04T11:09:23Z","year":"2024","status":"public","title":"ESLM: Improving Entity Summarization by Leveraging Language Models","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031606250","9783031606267"]},"author":[{"id":"76787","full_name":"Firmansyah, Asep Fajar","last_name":"Firmansyah","first_name":"Asep Fajar"},{"id":"71635","first_name":"Diego","last_name":"Moussallem","full_name":"Moussallem, Diego"},{"id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"user_id":"76787","doi":"10.1007/978-3-031-60626-7_9","language":[{"iso":"eng"}],"_id":"54412","publisher":"Springer Nature Switzerland"},{"user_id":"99353","doi":"10.1007/978-3-031-56940-1_2","publisher":"Springer Nature Switzerland","_id":"54580","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2024-06-04T15:53:59Z","author":[{"id":"99353","last_name":"Mahmood","first_name":"Yasir","full_name":"Mahmood, Yasir"},{"full_name":"Virtema, Jonni","last_name":"Virtema","first_name":"Jonni"},{"full_name":"Barlag, Timon","first_name":"Timon","last_name":"Barlag"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716"}],"publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031569395","9783031569401"]},"status":"public","title":"Computing Repairs Under Functional and Inclusion Dependencies via Argumentation","year":"2024","department":[{"_id":"574"}],"type":"book_chapter","date_created":"2024-06-04T10:01:16Z","place":"Cham","citation":{"bibtex":"@inbook{Mahmood_Virtema_Barlag_Ngonga Ngomo_2024, place={Cham}, title={Computing Repairs Under Functional and Inclusion Dependencies via Argumentation}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-56940-1_2\">10.1007/978-3-031-56940-1_2</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Mahmood, Yasir and Virtema, Jonni and Barlag, Timon and Ngonga Ngomo, Axel-Cyrille}, year={2024} }","ama":"Mahmood Y, Virtema J, Barlag T, Ngonga Ngomo A-C. Computing Repairs Under Functional and Inclusion Dependencies via Argumentation. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-56940-1_2\">10.1007/978-3-031-56940-1_2</a>","short":"Y. Mahmood, J. Virtema, T. Barlag, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.","chicago":"Mahmood, Yasir, Jonni Virtema, Timon Barlag, and Axel-Cyrille Ngonga Ngomo. “Computing Repairs Under Functional and Inclusion Dependencies via Argumentation.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-56940-1_2\">https://doi.org/10.1007/978-3-031-56940-1_2</a>.","ieee":"Y. Mahmood, J. Virtema, T. Barlag, and A.-C. Ngonga Ngomo, “Computing Repairs Under Functional and Inclusion Dependencies via Argumentation,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.","apa":"Mahmood, Y., Virtema, J., Barlag, T., &#38; Ngonga Ngomo, A.-C. (2024). Computing Repairs Under Functional and Inclusion Dependencies via Argumentation. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-56940-1_2\">https://doi.org/10.1007/978-3-031-56940-1_2</a>","mla":"Mahmood, Yasir, et al. “Computing Repairs Under Functional and Inclusion Dependencies via Argumentation.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-56940-1_2\">10.1007/978-3-031-56940-1_2</a>."},"publication":"Lecture Notes in Computer Science"},{"_id":"54642","language":[{"iso":"eng"}],"publisher":"Springer International Publishing","page":"1-14","editor":[{"full_name":"Affenzeller, M","last_name":"Affenzeller","first_name":"M"},{"full_name":"Winkler, S","first_name":"S","last_name":"Winkler"},{"first_name":"A","last_name":"Kononova","full_name":"Kononova, A"},{"last_name":"Trautmann","first_name":"H","full_name":"Trautmann, H"},{"full_name":"Tušar, T","last_name":"Tušar","first_name":"T"},{"first_name":"P","last_name":"Machado","full_name":"Machado, P"},{"full_name":"Baeck, T","first_name":"T","last_name":"Baeck"}],"user_id":"15504","author":[{"first_name":"K.","last_name":"Dietrich","full_name":"Dietrich, K."},{"full_name":"Prager, R.","first_name":"R.","last_name":"Prager"},{"full_name":"Doerr, C.","first_name":"C.","last_name":"Doerr"},{"id":"100740","full_name":"Trautmann, Heike","orcid":"0000-0002-9788-8282","first_name":"Heike","last_name":"Trautmann"}],"title":"Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization","status":"public","year":"2024","date_updated":"2024-06-07T05:02:25Z","date_created":"2024-06-07T04:56:32Z","place":"Cham","department":[{"_id":"819"}],"type":"conference","citation":{"mla":"Dietrich, K., et al. “Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization.” <i>Parallel Problem Solving from Nature — PPSN XVIII</i>, edited by M Affenzeller et al., Springer International Publishing, 2024, pp. 1–14.","ama":"Dietrich K, Prager R, Doerr C, Trautmann H. Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization. In: Affenzeller M, Winkler S, Kononova A, et al., eds. <i>Parallel Problem Solving from Nature — PPSN XVIII</i>. Springer International Publishing; 2024:1-14.","bibtex":"@inproceedings{Dietrich_Prager_Doerr_Trautmann_2024, place={Cham}, title={Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization}, booktitle={Parallel Problem Solving from Nature — PPSN XVIII}, publisher={Springer International Publishing}, author={Dietrich, K. and Prager, R. and Doerr, C. and Trautmann, Heike}, editor={Affenzeller, M and Winkler, S and Kononova, A and Trautmann, H and Tušar, T and Machado, P and Baeck, T}, year={2024}, pages={1–14} }","apa":"Dietrich, K., Prager, R., Doerr, C., &#38; Trautmann, H. (2024). Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization. In M. Affenzeller, S. Winkler, A. Kononova, H. Trautmann, T. Tušar, P. Machado, &#38; T. Baeck (Eds.), <i>Parallel Problem Solving from Nature — PPSN XVIII</i> (pp. 1–14). Springer International Publishing.","ieee":"K. Dietrich, R. Prager, C. Doerr, and H. Trautmann, “Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization,” in <i>Parallel Problem Solving from Nature — PPSN XVIII</i>, 2024, pp. 1–14.","short":"K. Dietrich, R. Prager, C. Doerr, H. Trautmann, in: M. Affenzeller, S. Winkler, A. Kononova, H. Trautmann, T. Tušar, P. Machado, T. Baeck (Eds.), Parallel Problem Solving from Nature — PPSN XVIII, Springer International Publishing, Cham, 2024, pp. 1–14.","chicago":"Dietrich, K., R. Prager, C. Doerr, and Heike Trautmann. “Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization.” In <i>Parallel Problem Solving from Nature — PPSN XVIII</i>, edited by M Affenzeller, S Winkler, A Kononova, H Trautmann, T Tušar, P Machado, and T Baeck, 1–14. Cham: Springer International Publishing, 2024."},"publication":"Parallel Problem Solving from Nature — PPSN XVIII"},{"publication_status":"published","date_updated":"2024-06-10T11:55:38Z","title":"On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems","status":"public","year":"2024","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783031568510","9783031568527"]},"author":[{"id":"102978","full_name":"Preuß, Oliver Ludger","last_name":"Preuß","first_name":"Oliver Ludger","orcid":"0009-0008-9308-2418"},{"full_name":"Rook, Jeroen","last_name":"Rook","first_name":"Jeroen"},{"id":"100740","last_name":"Trautmann","first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike"}],"user_id":"15504","doi":"10.1007/978-3-031-56852-7_20","publisher":"Springer Nature Switzerland","_id":"52759","language":[{"iso":"eng"}],"publication":"Applications of Evolutionary Computation","citation":{"mla":"Preuß, Oliver Ludger, et al. “On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.” <i>Applications of Evolutionary Computation</i>, Springer Nature Switzerland, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">10.1007/978-3-031-56852-7_20</a>.","ama":"Preuß OL, Rook J, Trautmann H. On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems. In: <i>Applications of Evolutionary Computation</i>. Springer Nature Switzerland; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">10.1007/978-3-031-56852-7_20</a>","bibtex":"@inbook{Preuß_Rook_Trautmann_2024, place={Cham}, title={On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">10.1007/978-3-031-56852-7_20</a>}, booktitle={Applications of Evolutionary Computation}, publisher={Springer Nature Switzerland}, author={Preuß, Oliver Ludger and Rook, Jeroen and Trautmann, Heike}, year={2024} }","apa":"Preuß, O. L., Rook, J., &#38; Trautmann, H. (2024). On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems. In <i>Applications of Evolutionary Computation</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">https://doi.org/10.1007/978-3-031-56852-7_20</a>","ieee":"O. L. Preuß, J. Rook, and H. Trautmann, “On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems,” in <i>Applications of Evolutionary Computation</i>, Cham: Springer Nature Switzerland, 2024.","short":"O.L. Preuß, J. Rook, H. Trautmann, in: Applications of Evolutionary Computation, Springer Nature Switzerland, Cham, 2024.","chicago":"Preuß, Oliver Ludger, Jeroen Rook, and Heike Trautmann. “On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.” In <i>Applications of Evolutionary Computation</i>. Cham: Springer Nature Switzerland, 2024. <a href=\"https://doi.org/10.1007/978-3-031-56852-7_20\">https://doi.org/10.1007/978-3-031-56852-7_20</a>."},"type":"book_chapter","department":[{"_id":"819"}],"date_created":"2024-03-25T08:22:57Z","place":"Cham"},{"publication":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","citation":{"chicago":"Seiler, Moritz, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, and Heike Trautmann. “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.” In <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/ssci52147.2023.10372008\">https://doi.org/10.1109/ssci52147.2023.10372008</a>.","short":"M. Seiler, J. Rook, J. Heins, O.L. Preuß, J. Bossek, H. Trautmann, in: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2024.","ieee":"M. Seiler, J. Rook, J. Heins, O. L. Preuß, J. Bossek, and H. Trautmann, “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP,” 2024, doi: <a href=\"https://doi.org/10.1109/ssci52147.2023.10372008\">10.1109/ssci52147.2023.10372008</a>.","apa":"Seiler, M., Rook, J., Heins, J., Preuß, O. L., Bossek, J., &#38; Trautmann, H. (2024). Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP. <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>. <a href=\"https://doi.org/10.1109/ssci52147.2023.10372008\">https://doi.org/10.1109/ssci52147.2023.10372008</a>","bibtex":"@inproceedings{Seiler_Rook_Heins_Preuß_Bossek_Trautmann_2024, title={Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP}, DOI={<a href=\"https://doi.org/10.1109/ssci52147.2023.10372008\">10.1109/ssci52147.2023.10372008</a>}, booktitle={2023 IEEE Symposium Series on Computational Intelligence (SSCI)}, publisher={IEEE}, author={Seiler, Moritz and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike}, year={2024} }","ama":"Seiler M, Rook J, Heins J, Preuß OL, Bossek J, Trautmann H. Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP. In: <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/ssci52147.2023.10372008\">10.1109/ssci52147.2023.10372008</a>","mla":"Seiler, Moritz, et al. “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.” <i>2023 IEEE Symposium Series on Computational Intelligence (SSCI)</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/ssci52147.2023.10372008\">10.1109/ssci52147.2023.10372008</a>."},"type":"conference","department":[{"_id":"819"}],"date_created":"2024-03-25T08:15:01Z","date_updated":"2024-06-10T11:59:44Z","publication_status":"published","year":"2024","title":"Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP","status":"public","author":[{"id":"105520","first_name":"Moritz","last_name":"Seiler","full_name":"Seiler, Moritz"},{"full_name":"Rook, Jeroen","last_name":"Rook","first_name":"Jeroen"},{"last_name":"Heins","first_name":"Jonathan","full_name":"Heins, Jonathan"},{"full_name":"Preuß, Oliver Ludger","first_name":"Oliver Ludger","orcid":"0009-0008-9308-2418","last_name":"Preuß","id":"102978"},{"full_name":"Bossek, Jakob","first_name":"Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668","id":"102979"},{"last_name":"Trautmann","first_name":"Heike","orcid":"0000-0002-9788-8282","full_name":"Trautmann, Heike","id":"100740"}],"doi":"10.1109/ssci52147.2023.10372008","user_id":"15504","_id":"52749","publisher":"IEEE","language":[{"iso":"eng"}]},{"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","_id":"53309","language":[{"iso":"eng"}],"page":"1-12","user_id":"66","doi":"10.1109/tec.2024.3374962","publication_identifier":{"issn":["0885-8969","1558-0059"]},"author":[{"first_name":"Lukas","last_name":"Hölsch","full_name":"Hölsch, Lukas"},{"id":"75779","first_name":"Anian","orcid":"0000-0003-4871-1664","last_name":"Brosch","full_name":"Brosch, Anian"},{"full_name":"Steckel, Richard","last_name":"Steckel","first_name":"Richard"},{"first_name":"Tristan","last_name":"Braun","full_name":"Braun, Tristan"},{"last_name":"Wendel","first_name":"Sebastian","full_name":"Wendel, Sebastian"},{"full_name":"Böcker, Joachim","first_name":"Joachim","last_name":"Böcker","orcid":"0000-0002-8480-7295","id":"66"},{"full_name":"Wallscheid, Oliver","last_name":"Wallscheid","first_name":"Oliver","orcid":"https://orcid.org/0000-0001-9362-8777","id":"11291"}],"year":"2024","status":"public","title":"Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric Drives","publication_status":"published","date_updated":"2024-06-13T11:03:00Z","date_created":"2024-04-06T13:48:59Z","department":[{"_id":"52"}],"type":"journal_article","keyword":["Electrical and Electronic Engineering","Energy Engineering and Power Technology"],"citation":{"bibtex":"@article{Hölsch_Brosch_Steckel_Braun_Wendel_Böcker_Wallscheid_2024, title={Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric Drives}, DOI={<a href=\"https://doi.org/10.1109/tec.2024.3374962\">10.1109/tec.2024.3374962</a>}, journal={IEEE Transactions on Energy Conversion}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Hölsch, Lukas and Brosch, Anian and Steckel, Richard and Braun, Tristan and Wendel, Sebastian and Böcker, Joachim and Wallscheid, Oliver}, year={2024}, pages={1–12} }","ama":"Hölsch L, Brosch A, Steckel R, et al. Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric Drives. <i>IEEE Transactions on Energy Conversion</i>. Published online 2024:1-12. doi:<a href=\"https://doi.org/10.1109/tec.2024.3374962\">10.1109/tec.2024.3374962</a>","mla":"Hölsch, Lukas, et al. “Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric Drives.” <i>IEEE Transactions on Energy Conversion</i>, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 1–12, doi:<a href=\"https://doi.org/10.1109/tec.2024.3374962\">10.1109/tec.2024.3374962</a>.","chicago":"Hölsch, Lukas, Anian Brosch, Richard Steckel, Tristan Braun, Sebastian Wendel, Joachim Böcker, and Oliver Wallscheid. “Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric Drives.” <i>IEEE Transactions on Energy Conversion</i>, 2024, 1–12. <a href=\"https://doi.org/10.1109/tec.2024.3374962\">https://doi.org/10.1109/tec.2024.3374962</a>.","short":"L. Hölsch, A. Brosch, R. Steckel, T. Braun, S. Wendel, J. Böcker, O. Wallscheid, IEEE Transactions on Energy Conversion (2024) 1–12.","ieee":"L. Hölsch <i>et al.</i>, “Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric Drives,” <i>IEEE Transactions on Energy Conversion</i>, pp. 1–12, 2024, doi: <a href=\"https://doi.org/10.1109/tec.2024.3374962\">10.1109/tec.2024.3374962</a>.","apa":"Hölsch, L., Brosch, A., Steckel, R., Braun, T., Wendel, S., Böcker, J., &#38; Wallscheid, O. (2024). Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric Drives. <i>IEEE Transactions on Energy Conversion</i>, 1–12. <a href=\"https://doi.org/10.1109/tec.2024.3374962\">https://doi.org/10.1109/tec.2024.3374962</a>"},"publication":"IEEE Transactions on Energy Conversion"},{"_id":"54742","publisher":"Wiley","language":[{"iso":"eng"}],"doi":"10.1002/sys.21748","user_id":"15782","conference":{"start_date":"2023-11-15","name":"Tag des Systems Engineering 2023","location":"Würzburg","end_date":"2023-11-17"},"publication_identifier":{"issn":["1098-1241","1520-6858"]},"author":[{"full_name":"Wiecher, Carsten","last_name":"Wiecher","first_name":"Carsten"},{"full_name":"Mandel, Constantin","first_name":"Constantin","last_name":"Mandel"},{"full_name":"Günther, Matthias","first_name":"Matthias","last_name":"Günther"},{"full_name":"Fischbach, Jannik","first_name":"Jannik","last_name":"Fischbach"},{"full_name":"Greenyer, Joel","last_name":"Greenyer","first_name":"Joel"},{"full_name":"Greinert, Matthias","first_name":"Matthias","last_name":"Greinert"},{"last_name":"Wolff","first_name":"Carsten","full_name":"Wolff, Carsten"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman","id":"16190"},{"full_name":"Mendez, Daniel","first_name":"Daniel","last_name":"Mendez"},{"last_name":"Albers","first_name":"Albert","full_name":"Albers, Albert"}],"title":"Model‐based analysis and specification of functional requirements and tests for complex automotive systems","year":"2024","status":"public","date_updated":"2024-06-13T11:31:00Z","publication_status":"published","date_created":"2024-06-13T11:01:38Z","department":[{"_id":"563"}],"type":"conference","citation":{"ieee":"C. Wiecher <i>et al.</i>, “Model‐based analysis and specification of functional requirements and tests for complex automotive systems,” presented at the Tag des Systems Engineering 2023, Würzburg, 2024, doi: <a href=\"https://doi.org/10.1002/sys.21748\">10.1002/sys.21748</a>.","apa":"Wiecher, C., Mandel, C., Günther, M., Fischbach, J., Greenyer, J., Greinert, M., Wolff, C., Dumitrescu, R., Mendez, D., &#38; Albers, A. (2024). Model‐based analysis and specification of functional requirements and tests for complex automotive systems. <i>Systems Engineering</i>. Tag des Systems Engineering 2023, Würzburg. <a href=\"https://doi.org/10.1002/sys.21748\">https://doi.org/10.1002/sys.21748</a>","chicago":"Wiecher, Carsten, Constantin Mandel, Matthias Günther, Jannik Fischbach, Joel Greenyer, Matthias Greinert, Carsten Wolff, Roman Dumitrescu, Daniel Mendez, and Albert Albers. “Model‐based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” In <i>Systems Engineering</i>. Wiley, 2024. <a href=\"https://doi.org/10.1002/sys.21748\">https://doi.org/10.1002/sys.21748</a>.","short":"C. Wiecher, C. Mandel, M. Günther, J. Fischbach, J. Greenyer, M. Greinert, C. Wolff, R. Dumitrescu, D. Mendez, A. Albers, in: Systems Engineering, Wiley, 2024.","mla":"Wiecher, Carsten, et al. “Model‐based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” <i>Systems Engineering</i>, Wiley, 2024, doi:<a href=\"https://doi.org/10.1002/sys.21748\">10.1002/sys.21748</a>.","bibtex":"@inproceedings{Wiecher_Mandel_Günther_Fischbach_Greenyer_Greinert_Wolff_Dumitrescu_Mendez_Albers_2024, title={Model‐based analysis and specification of functional requirements and tests for complex automotive systems}, DOI={<a href=\"https://doi.org/10.1002/sys.21748\">10.1002/sys.21748</a>}, booktitle={Systems Engineering}, publisher={Wiley}, author={Wiecher, Carsten and Mandel, Constantin and Günther, Matthias and Fischbach, Jannik and Greenyer, Joel and Greinert, Matthias and Wolff, Carsten and Dumitrescu, Roman and Mendez, Daniel and Albers, Albert}, year={2024} }","ama":"Wiecher C, Mandel C, Günther M, et al. Model‐based analysis and specification of functional requirements and tests for complex automotive systems. In: <i>Systems Engineering</i>. Wiley; 2024. doi:<a href=\"https://doi.org/10.1002/sys.21748\">10.1002/sys.21748</a>"},"publication":"Systems Engineering","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>The specification of requirements and tests are crucial activities in automotive development projects. However, due to the increasing complexity of automotive systems, practitioners fail to specify requirements and tests for distributed and evolving systems with complex interactions when following traditional development processes. To address this research gap, we propose a technique that starts with the early identification of validation concerns from a stakeholder perspective, which we use to systematically design tests that drive a scenario‐based modeling and analysis of system requirements. To ensure complete and consistent requirements and test specifications in a form that is required in automotive development projects, we develop a Model‐Based Systems Engineering (MBSE) methodology. This methodology supports system architects and test designers in the collaborative application of our technique and in maintaining a central system model, in order to automatically derive the required specifications. We evaluate our methodology by applying it at KOSTAL (Tier1 supplier) and within student projects as part of the masters program Embedded Systems Engineering. Our study corroborates that our methodology is applicable and improves existing requirements and test specification processes by supporting the integrated and stakeholder‐focused modeling of product and validation systems, where the early definition of stakeholder and validation concerns fosters a problem‐oriented, iterative and test‐driven requirements modeling.</jats:p>"}]},{"publication_status":"published","date_updated":"2024-06-13T11:30:52Z","intvolume":"       119","title":"Künstliche Intelligenz in der Produktionsplanung und -steuerung","year":"2024","author":[{"last_name":"von Enzberg","first_name":"Sebastian","full_name":"von Enzberg, Sebastian"},{"full_name":"Weller, Julian","last_name":"Weller","first_name":"Julian"},{"first_name":"Pascal","last_name":"Pöhler","full_name":"Pöhler, Pascal"},{"last_name":"Kühn","first_name":"Arno","full_name":"Kühn, Arno"},{"full_name":"Römer, Michael","last_name":"Römer","first_name":"Michael"},{"last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190"}],"publication_identifier":{"issn":["2511-0896","0947-0085"]},"doi":"10.1515/zwf-2024-1065","alternative_title":["Potenziale und Anwendungsreife"],"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>Production planning and control (PPC) is a central element in the production system and represents a key element of the transformation towards Industry 4.0. Artificial intelligence (AI) is used to evaluate information and to model and optimize systems. The article gives a systematic overview of application potentials of AI in PPS and discusses the challenges on the way towards AI-based production planning and control.</jats:p>"}],"publication":"Zeitschrift für wirtschaftlichen Fabrikbetrieb","issue":"5","type":"journal_article","department":[{"_id":"563"}],"date_created":"2024-06-13T11:00:18Z","status":"public","user_id":"15782","volume":119,"page":"349-355","publisher":"Walter de Gruyter GmbH","_id":"54741","citation":{"apa":"von Enzberg, S., Weller, J., Pöhler, P., Kühn, A., Römer, M., &#38; Dumitrescu, R. (2024). Künstliche Intelligenz in der Produktionsplanung und -steuerung. <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, <i>119</i>(5), 349–355. <a href=\"https://doi.org/10.1515/zwf-2024-1065\">https://doi.org/10.1515/zwf-2024-1065</a>","ieee":"S. von Enzberg, J. Weller, P. Pöhler, A. Kühn, M. Römer, and R. Dumitrescu, “Künstliche Intelligenz in der Produktionsplanung und -steuerung,” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, vol. 119, no. 5, pp. 349–355, 2024, doi: <a href=\"https://doi.org/10.1515/zwf-2024-1065\">10.1515/zwf-2024-1065</a>.","short":"S. von Enzberg, J. Weller, P. Pöhler, A. Kühn, M. Römer, R. Dumitrescu, Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 119 (2024) 349–355.","chicago":"Enzberg, Sebastian von, Julian Weller, Pascal Pöhler, Arno Kühn, Michael Römer, and Roman Dumitrescu. “Künstliche Intelligenz in Der Produktionsplanung Und -Steuerung.” <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i> 119, no. 5 (2024): 349–55. <a href=\"https://doi.org/10.1515/zwf-2024-1065\">https://doi.org/10.1515/zwf-2024-1065</a>.","mla":"von Enzberg, Sebastian, et al. “Künstliche Intelligenz in Der Produktionsplanung Und -Steuerung.” <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, vol. 119, no. 5, Walter de Gruyter GmbH, 2024, pp. 349–55, doi:<a href=\"https://doi.org/10.1515/zwf-2024-1065\">10.1515/zwf-2024-1065</a>.","ama":"von Enzberg S, Weller J, Pöhler P, Kühn A, Römer M, Dumitrescu R. Künstliche Intelligenz in der Produktionsplanung und -steuerung. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>. 2024;119(5):349-355. doi:<a href=\"https://doi.org/10.1515/zwf-2024-1065\">10.1515/zwf-2024-1065</a>","bibtex":"@article{von Enzberg_Weller_Pöhler_Kühn_Römer_Dumitrescu_2024, title={Künstliche Intelligenz in der Produktionsplanung und -steuerung}, volume={119}, DOI={<a href=\"https://doi.org/10.1515/zwf-2024-1065\">10.1515/zwf-2024-1065</a>}, number={5}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter de Gruyter GmbH}, author={von Enzberg, Sebastian and Weller, Julian and Pöhler, Pascal and Kühn, Arno and Römer, Michael and Dumitrescu, Roman}, year={2024}, pages={349–355} }"}},{"date_updated":"2024-06-13T11:30:56Z","title":"Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management","year":"2024","status":"public","author":[{"id":"43136","first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian"},{"full_name":"Ebel, Martin","last_name":"Ebel","first_name":"Martin"},{"full_name":"Winter, Johannes","last_name":"Winter","first_name":"Johannes"},{"id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu"}],"conference":{"location":"Hawaii","name":"Hawaii International Conference on System Sciences ","start_date":"2024-01-03","end_date":"2024-01-06 "},"user_id":"15782","_id":"54743","language":[{"iso":"eng"}],"publication":"Proceedings of the 57th Hawaii International Conference on System Sciences | 2024","citation":{"apa":"Koldewey, C., Ebel, M., Winter, J., &#38; Dumitrescu, R. (2024). Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management. <i>Proceedings of the 57th Hawaii International Conference on System Sciences | 2024</i>. Hawaii International Conference on System Sciences , Hawaii.","ieee":"C. Koldewey, M. Ebel, J. Winter, and R. Dumitrescu, “Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the Hawaii International Conference on System Sciences , Hawaii, 2024.","chicago":"Koldewey, Christian, Martin Ebel, Johannes Winter, and Roman Dumitrescu. “Data-Driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management.” In <i>Proceedings of the 57th Hawaii International Conference on System Sciences | 2024</i>, 2024.","short":"C. Koldewey, M. Ebel, J. Winter, R. Dumitrescu, in: Proceedings of the 57th Hawaii International Conference on System Sciences | 2024, 2024.","mla":"Koldewey, Christian, et al. “Data-Driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management.” <i>Proceedings of the 57th Hawaii International Conference on System Sciences | 2024</i>, 2024.","ama":"Koldewey C, Ebel M, Winter J, Dumitrescu R. Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management. In: <i>Proceedings of the 57th Hawaii International Conference on System Sciences | 2024</i>. ; 2024.","bibtex":"@inproceedings{Koldewey_Ebel_Winter_Dumitrescu_2024, title={Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management}, booktitle={Proceedings of the 57th Hawaii International Conference on System Sciences | 2024}, author={Koldewey, Christian and Ebel, Martin and Winter, Johannes and Dumitrescu, Roman}, year={2024} }"},"type":"conference","department":[{"_id":"563"}],"date_created":"2024-06-13T11:13:21Z"},{"department":[{"_id":"563"}],"type":"conference","date_created":"2024-06-13T11:26:17Z","citation":{"ieee":"T. Heuwinkel, S. Merkelbach, N. Janssen, S. von Enzberg, and R. Dumitrescu, “Leveraging self-supervised learning for vibration data in industrial separators,” presented at the ML4CPS – Machine Learning for Cyber-Physical Systems, 2024, doi: <a href=\"https://doi.org/10.24405/15306\">10.24405/15306</a>.","apa":"Heuwinkel, T., Merkelbach, S., Janssen, N., Enzberg, S. von, &#38; Dumitrescu, R. (2024). <i>Leveraging self-supervised learning for vibration data in industrial separators</i>. ML4CPS – Machine Learning for Cyber-Physical Systems. <a href=\"https://doi.org/10.24405/15306\">https://doi.org/10.24405/15306</a>","chicago":"Heuwinkel, Tim, Silke Merkelbach, Nils Janssen, Sebastian von Enzberg, and Roman Dumitrescu. “Leveraging Self-Supervised Learning for Vibration Data in Industrial Separators.” LibreCat University, 2024. <a href=\"https://doi.org/10.24405/15306\">https://doi.org/10.24405/15306</a>.","short":"T. Heuwinkel, S. Merkelbach, N. Janssen, S. von Enzberg, R. Dumitrescu, in: LibreCat University, 2024.","mla":"Heuwinkel, Tim, et al. <i>Leveraging Self-Supervised Learning for Vibration Data in Industrial Separators</i>. LibreCat University, 2024, doi:<a href=\"https://doi.org/10.24405/15306\">10.24405/15306</a>.","bibtex":"@inproceedings{Heuwinkel_Merkelbach_Janssen_Enzberg_Dumitrescu_2024, title={Leveraging self-supervised learning for vibration data in industrial separators}, DOI={<a href=\"https://doi.org/10.24405/15306\">10.24405/15306</a>}, publisher={LibreCat University}, author={Heuwinkel, Tim and Merkelbach, Silke and Janssen, Nils and Enzberg, Sebastian von and Dumitrescu, Roman}, year={2024} }","ama":"Heuwinkel T, Merkelbach S, Janssen N, Enzberg S von, Dumitrescu R. Leveraging self-supervised learning for vibration data in industrial separators. In: LibreCat University; 2024. doi:<a href=\"https://doi.org/10.24405/15306\">10.24405/15306</a>"},"doi":"10.24405/15306","user_id":"15782","language":[{"iso":"eng"}],"_id":"54751","publisher":"LibreCat University","date_updated":"2024-06-13T11:28:22Z","conference":{"name":"ML4CPS – Machine Learning for Cyber-Physical Systems"},"author":[{"last_name":"Heuwinkel","first_name":"Tim","full_name":"Heuwinkel, Tim"},{"full_name":"Merkelbach, Silke","last_name":"Merkelbach","first_name":"Silke"},{"full_name":"Janssen, Nils","last_name":"Janssen","first_name":"Nils"},{"full_name":"Enzberg, Sebastian von","first_name":"Sebastian von","last_name":"Enzberg"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"title":"Leveraging self-supervised learning for vibration data in industrial separators","status":"public","year":"2024"},{"user_id":"15782","doi":"10.24405/15314","publisher":"LibreCat University","_id":"54752","language":[{"iso":"eng"}],"date_updated":"2024-06-13T11:29:47Z","year":"2024","status":"public","title":"Towards the generation of models for fault diagnosis of CPS using VQA models","author":[{"full_name":"Merkelbach, Silke","first_name":"Silke","last_name":"Merkelbach"},{"last_name":"Diedrich","first_name":"Alexander","full_name":"Diedrich, Alexander"},{"last_name":"Von Enzberg","first_name":"Sebastian","full_name":"Von Enzberg, Sebastian"},{"full_name":"Niggemann, Oliver","last_name":"Niggemann","first_name":"Oliver"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu","id":"16190"}],"conference":{"name":"ML4CPS – Machine Learning for Cyber-Physical Systems"},"type":"conference","department":[{"_id":"563"}],"date_created":"2024-06-13T11:28:54Z","citation":{"mla":"Merkelbach, Silke, et al. <i>Towards the Generation of Models for Fault Diagnosis of CPS Using VQA Models</i>. LibreCat University, 2024, doi:<a href=\"https://doi.org/10.24405/15314\">10.24405/15314</a>.","ama":"Merkelbach S, Diedrich A, Von Enzberg S, Niggemann O, Dumitrescu R. Towards the generation of models for fault diagnosis of CPS using VQA models. In: LibreCat University; 2024. doi:<a href=\"https://doi.org/10.24405/15314\">10.24405/15314</a>","bibtex":"@inproceedings{Merkelbach_Diedrich_Von Enzberg_Niggemann_Dumitrescu_2024, title={Towards the generation of models for fault diagnosis of CPS using VQA models}, DOI={<a href=\"https://doi.org/10.24405/15314\">10.24405/15314</a>}, publisher={LibreCat University}, author={Merkelbach, Silke and Diedrich, Alexander and Von Enzberg, Sebastian and Niggemann, Oliver and Dumitrescu, Roman}, year={2024} }","apa":"Merkelbach, S., Diedrich, A., Von Enzberg, S., Niggemann, O., &#38; Dumitrescu, R. (2024). <i>Towards the generation of models for fault diagnosis of CPS using VQA models</i>. ML4CPS – Machine Learning for Cyber-Physical Systems. <a href=\"https://doi.org/10.24405/15314\">https://doi.org/10.24405/15314</a>","ieee":"S. Merkelbach, A. Diedrich, S. Von Enzberg, O. Niggemann, and R. Dumitrescu, “Towards the generation of models for fault diagnosis of CPS using VQA models,” presented at the ML4CPS – Machine Learning for Cyber-Physical Systems, 2024, doi: <a href=\"https://doi.org/10.24405/15314\">10.24405/15314</a>.","chicago":"Merkelbach, Silke, Alexander Diedrich, Sebastian Von Enzberg, Oliver Niggemann, and Roman Dumitrescu. “Towards the Generation of Models for Fault Diagnosis of CPS Using VQA Models.” LibreCat University, 2024. <a href=\"https://doi.org/10.24405/15314\">https://doi.org/10.24405/15314</a>.","short":"S. Merkelbach, A. Diedrich, S. Von Enzberg, O. Niggemann, R. Dumitrescu, in: LibreCat University, 2024."}},{"citation":{"apa":"Schlegel, M., Just, M., Wiederkehr, I., Thümmel, C., Kempf, C., Koldewey, C., Dumitrescu, R., &#38; Albers, A. (2024). Future-robust product portfolio development: insights into the advancement of product portfolios in companies – an interview study. <i>Proceedings of the Design Society</i>, <i>4</i>, 745–754. <a href=\"https://doi.org/10.1017/pds.2024.77\">https://doi.org/10.1017/pds.2024.77</a>","ieee":"M. Schlegel <i>et al.</i>, “Future-robust product portfolio development: insights into the advancement of product portfolios in companies – an interview study,” in <i>Proceedings of the Design Society</i>, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 745–754, doi: <a href=\"https://doi.org/10.1017/pds.2024.77\">10.1017/pds.2024.77</a>.","short":"M. Schlegel, M. Just, I. Wiederkehr, C. Thümmel, C. Kempf, C. Koldewey, R. Dumitrescu, A. Albers, in: Proceedings of the Design Society, Cambridge University Press (CUP), 2024, pp. 745–754.","chicago":"Schlegel, Michael, Markus Just, Ingrid Wiederkehr, Carsten Thümmel, Christoph Kempf, Christian Koldewey, Roman Dumitrescu, and Albert Albers. “Future-Robust Product Portfolio Development: Insights into the Advancement of Product Portfolios in Companies – an Interview Study.” In <i>Proceedings of the Design Society</i>, 4:745–54. Cambridge University Press (CUP), 2024. <a href=\"https://doi.org/10.1017/pds.2024.77\">https://doi.org/10.1017/pds.2024.77</a>.","mla":"Schlegel, Michael, et al. “Future-Robust Product Portfolio Development: Insights into the Advancement of Product Portfolios in Companies – an Interview Study.” <i>Proceedings of the Design Society</i>, vol. 4, Cambridge University Press (CUP), 2024, pp. 745–54, doi:<a href=\"https://doi.org/10.1017/pds.2024.77\">10.1017/pds.2024.77</a>.","ama":"Schlegel M, Just M, Wiederkehr I, et al. Future-robust product portfolio development: insights into the advancement of product portfolios in companies – an interview study. In: <i>Proceedings of the Design Society</i>. Vol 4. Cambridge University Press (CUP); 2024:745-754. doi:<a href=\"https://doi.org/10.1017/pds.2024.77\">10.1017/pds.2024.77</a>","bibtex":"@inproceedings{Schlegel_Just_Wiederkehr_Thümmel_Kempf_Koldewey_Dumitrescu_Albers_2024, title={Future-robust product portfolio development: insights into the advancement of product portfolios in companies – an interview study}, volume={4}, DOI={<a href=\"https://doi.org/10.1017/pds.2024.77\">10.1017/pds.2024.77</a>}, booktitle={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Schlegel, Michael and Just, Markus and Wiederkehr, Ingrid and Thümmel, Carsten and Kempf, Christoph and Koldewey, Christian and Dumitrescu, Roman and Albers, Albert}, year={2024}, pages={745–754} }"},"status":"public","conference":{"name":"The 18th International Design Conference (DESIGN 2024)","start_date":"2024-05-20","location":"Cavtat, Dubrovnik, Croatia","end_date":"2024-05-23"},"page":"745-754","publisher":"Cambridge University Press (CUP)","_id":"54738","user_id":"15782","volume":4,"publication":"Proceedings of the Design Society","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>A volatile environment and an increasing number of products along with a growing range of functions pose a challenge for companies when it comes to further development. Existing methods are no longer sufficient to cope with these challenges. In order to develop new methods, the process and challenges in the advancement of product portfolios must be understood. In this paper we conduct an interview study with ten experts to gain a better understanding of the advancement of product portfolios. Triggers, changes and actions are examined and goals and requirements for new methods are derived.</jats:p>","lang":"eng"}],"date_created":"2024-06-13T10:55:50Z","type":"conference","department":[{"_id":"563"}],"title":"Future-robust product portfolio development: insights into the advancement of product portfolios in companies – an interview study","year":"2024","author":[{"last_name":"Schlegel","first_name":"Michael","full_name":"Schlegel, Michael"},{"full_name":"Just, Markus","first_name":"Markus","last_name":"Just"},{"id":"38169","full_name":"Wiederkehr, Ingrid","last_name":"Wiederkehr","first_name":"Ingrid"},{"last_name":"Thümmel","first_name":"Carsten","full_name":"Thümmel, Carsten"},{"first_name":"Christoph","last_name":"Kempf","full_name":"Kempf, Christoph"},{"full_name":"Koldewey, Christian","first_name":"Christian","last_name":"Koldewey"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"},{"full_name":"Albers, Albert","first_name":"Albert","last_name":"Albers"}],"publication_identifier":{"issn":["2732-527X"]},"date_updated":"2024-06-13T11:38:07Z","publication_status":"published","intvolume":"         4","language":[{"iso":"eng"}],"doi":"10.1017/pds.2024.77"},{"language":[{"iso":"eng"}],"doi":"10.1017/pds.2024.200","author":[{"full_name":"Disselkamp, Jan-Philipp","first_name":"Jan-Philipp","last_name":"Disselkamp"},{"full_name":"Grothe, Robin","first_name":"Robin","last_name":"Grothe"},{"full_name":"Lick, Jonas","last_name":"Lick","first_name":"Jonas"},{"full_name":"Schütte, Ben","first_name":"Ben","last_name":"Schütte"},{"last_name":"Brüne","first_name":"Sascha","full_name":"Brüne, Sascha"},{"full_name":"Schröder, Luca","first_name":"Luca","last_name":"Schröder"},{"id":"16190","last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman"}],"publication_identifier":{"issn":["2732-527X"]},"title":"Towards the digital factory twin – design guide for creating a 3D factory model","year":"2024","intvolume":"         4","date_updated":"2024-06-13T11:36:22Z","publication_status":"published","date_created":"2024-06-13T10:52:57Z","department":[{"_id":"563"}],"type":"conference","publication":"Proceedings of the Design Society","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Shorter product lifecycles are also leading to even shorter planning times for the development of production systems. In most companies, the restructuring is carried out within a few weeks during the annual holidays. Digital tools such as simulations or the digital twin are used to avoid delaying the restructuring during this time. However, the introduction of a 3D model of the factory is often the first point of failure for many companies. This article proposes a six-step process model that enables the transition from 2D to 3D design. The process model was evaluated in a research project.</jats:p>","lang":"eng"}],"_id":"54735","publisher":"Cambridge University Press (CUP)","page":"1979-1988","volume":4,"user_id":"15782","conference":{"location":"Cavtat, Dubrovnik, Croatia","start_date":"2024-05-20","name":"The 18th International Design Conference (DESIGN 2024)","end_date":"2024-05-23"},"status":"public","citation":{"mla":"Disselkamp, Jan-Philipp, et al. “Towards the Digital Factory Twin – Design Guide for Creating a 3D Factory Model.” <i>Proceedings of the Design Society</i>, vol. 4, Cambridge University Press (CUP), 2024, pp. 1979–88, doi:<a href=\"https://doi.org/10.1017/pds.2024.200\">10.1017/pds.2024.200</a>.","bibtex":"@inproceedings{Disselkamp_Grothe_Lick_Schütte_Brüne_Schröder_Dumitrescu_2024, title={Towards the digital factory twin – design guide for creating a 3D factory model}, volume={4}, DOI={<a href=\"https://doi.org/10.1017/pds.2024.200\">10.1017/pds.2024.200</a>}, booktitle={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Disselkamp, Jan-Philipp and Grothe, Robin and Lick, Jonas and Schütte, Ben and Brüne, Sascha and Schröder, Luca and Dumitrescu, Roman}, year={2024}, pages={1979–1988} }","ama":"Disselkamp J-P, Grothe R, Lick J, et al. Towards the digital factory twin – design guide for creating a 3D factory model. In: <i>Proceedings of the Design Society</i>. Vol 4. Cambridge University Press (CUP); 2024:1979-1988. doi:<a href=\"https://doi.org/10.1017/pds.2024.200\">10.1017/pds.2024.200</a>","ieee":"J.-P. Disselkamp <i>et al.</i>, “Towards the digital factory twin – design guide for creating a 3D factory model,” in <i>Proceedings of the Design Society</i>, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 1979–1988, doi: <a href=\"https://doi.org/10.1017/pds.2024.200\">10.1017/pds.2024.200</a>.","apa":"Disselkamp, J.-P., Grothe, R., Lick, J., Schütte, B., Brüne, S., Schröder, L., &#38; Dumitrescu, R. (2024). Towards the digital factory twin – design guide for creating a 3D factory model. <i>Proceedings of the Design Society</i>, <i>4</i>, 1979–1988. <a href=\"https://doi.org/10.1017/pds.2024.200\">https://doi.org/10.1017/pds.2024.200</a>","short":"J.-P. Disselkamp, R. Grothe, J. Lick, B. Schütte, S. Brüne, L. Schröder, R. Dumitrescu, in: Proceedings of the Design Society, Cambridge University Press (CUP), 2024, pp. 1979–1988.","chicago":"Disselkamp, Jan-Philipp, Robin Grothe, Jonas Lick, Ben Schütte, Sascha Brüne, Luca Schröder, and Roman Dumitrescu. “Towards the Digital Factory Twin – Design Guide for Creating a 3D Factory Model.” In <i>Proceedings of the Design Society</i>, 4:1979–88. Cambridge University Press (CUP), 2024. <a href=\"https://doi.org/10.1017/pds.2024.200\">https://doi.org/10.1017/pds.2024.200</a>."}},{"date_updated":"2024-06-13T11:34:05Z","publication_status":"published","intvolume":"         4","title":"Drivers and barriers for design and designers in interdisciplinary product development – a literature-based conceptual model","year":"2024","author":[{"full_name":"Stöhr, Bernd","first_name":"Bernd","last_name":"Stöhr"},{"id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu","id":"16190"}],"publication_identifier":{"issn":["2732-527X"]},"doi":"10.1017/pds.2024.38","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>Design is associated with many benefits for businesses, ranging from successful products and brands to greater economic success. However, companies still have difficulties in unlocking the potential of design. This publication develops a literature-based conceptual model that outlines necessary organizational factors and their interrelation to create an environment for design and designers to thrive. At the same time, it explains why companies are having difficulties in leveraging the benefits of design. Further research directions are derived to strengthen the role of design and designers.</jats:p>"}],"publication":"Proceedings of the Design Society","type":"conference","department":[{"_id":"563"}],"date_created":"2024-06-13T10:50:08Z","status":"public","conference":{"start_date":"2024-05-20","name":"The 18th International Design Conference (DESIGN 2024)","location":"Cavtat, Dubrovnik, Croatia","end_date":"2024-05-23"},"user_id":"15782","volume":4,"page":"353-362","_id":"54734","publisher":"Cambridge University Press (CUP)","citation":{"mla":"Stöhr, Bernd, et al. “Drivers and Barriers for Design and Designers in Interdisciplinary Product Development – a Literature-Based Conceptual Model.” <i>Proceedings of the Design Society</i>, vol. 4, Cambridge University Press (CUP), 2024, pp. 353–62, doi:<a href=\"https://doi.org/10.1017/pds.2024.38\">10.1017/pds.2024.38</a>.","ama":"Stöhr B, Koldewey C, Dumitrescu R. Drivers and barriers for design and designers in interdisciplinary product development – a literature-based conceptual model. In: <i>Proceedings of the Design Society</i>. Vol 4. Cambridge University Press (CUP); 2024:353-362. doi:<a href=\"https://doi.org/10.1017/pds.2024.38\">10.1017/pds.2024.38</a>","bibtex":"@inproceedings{Stöhr_Koldewey_Dumitrescu_2024, title={Drivers and barriers for design and designers in interdisciplinary product development – a literature-based conceptual model}, volume={4}, DOI={<a href=\"https://doi.org/10.1017/pds.2024.38\">10.1017/pds.2024.38</a>}, booktitle={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Stöhr, Bernd and Koldewey, Christian and Dumitrescu, Roman}, year={2024}, pages={353–362} }","apa":"Stöhr, B., Koldewey, C., &#38; Dumitrescu, R. (2024). Drivers and barriers for design and designers in interdisciplinary product development – a literature-based conceptual model. <i>Proceedings of the Design Society</i>, <i>4</i>, 353–362. <a href=\"https://doi.org/10.1017/pds.2024.38\">https://doi.org/10.1017/pds.2024.38</a>","ieee":"B. Stöhr, C. Koldewey, and R. Dumitrescu, “Drivers and barriers for design and designers in interdisciplinary product development – a literature-based conceptual model,” in <i>Proceedings of the Design Society</i>, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 353–362, doi: <a href=\"https://doi.org/10.1017/pds.2024.38\">10.1017/pds.2024.38</a>.","chicago":"Stöhr, Bernd, Christian Koldewey, and Roman Dumitrescu. “Drivers and Barriers for Design and Designers in Interdisciplinary Product Development – a Literature-Based Conceptual Model.” In <i>Proceedings of the Design Society</i>, 4:353–62. Cambridge University Press (CUP), 2024. <a href=\"https://doi.org/10.1017/pds.2024.38\">https://doi.org/10.1017/pds.2024.38</a>.","short":"B. Stöhr, C. Koldewey, R. Dumitrescu, in: Proceedings of the Design Society, Cambridge University Press (CUP), 2024, pp. 353–362."}}]