---
_id: '54449'
author:
- first_name: N'Dah Jean
full_name: KOUAGOU, N'Dah Jean
id: '87189'
last_name: KOUAGOU
- first_name: Caglar
full_name: Demir, Caglar
id: '43817'
last_name: Demir
- first_name: Hamada Mohamed Abdelsamee
full_name: Zahera, Hamada Mohamed Abdelsamee
id: '72768'
last_name: Zahera
orcid: 0000-0003-0215-1278
- first_name: Adrian
full_name: Wilke, Adrian
id: '9101'
last_name: Wilke
orcid: 0000-0002-6575-807X
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
- first_name: Jiayi
full_name: Li, Jiayi
last_name: Li
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'KOUAGOU NJ, Demir C, Zahera HMA, et al. Universal Knowledge Graph Embeddings.
In: Companion Proceedings of the ACM on Web Conference 2024. ACM; 2024.
doi:10.1145/3589335.3651978'
apa: KOUAGOU, N. J., Demir, C., Zahera, H. M. A., Wilke, A., Heindorf, S., Li, J.,
& Ngonga Ngomo, A.-C. (2024). Universal Knowledge Graph Embeddings. Companion
Proceedings of the ACM on Web Conference 2024. Companion Proceedings of the
ACM on Web Conference 2024, Singapore. https://doi.org/10.1145/3589335.3651978
bibtex: '@inproceedings{KOUAGOU_Demir_Zahera_Wilke_Heindorf_Li_Ngonga Ngomo_2024,
title={Universal Knowledge Graph Embeddings}, DOI={10.1145/3589335.3651978},
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} }'
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 Companion Proceedings of the ACM on Web Conference 2024.
ACM, 2024. https://doi.org/10.1145/3589335.3651978.
ieee: 'N. J. KOUAGOU et al., “Universal Knowledge Graph Embeddings,” presented
at the Companion Proceedings of the ACM on Web Conference 2024, Singapore, 2024,
doi: 10.1145/3589335.3651978.'
mla: KOUAGOU, N’Dah Jean, et al. “Universal Knowledge Graph Embeddings.” Companion
Proceedings of the ACM on Web Conference 2024, ACM, 2024, doi:10.1145/3589335.3651978.
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.'
conference:
end_date: 2024-05-17
location: Singapore
name: Companion Proceedings of the ACM on Web Conference 2024
start_date: 2024-05-13
date_created: 2024-05-26T18:52:47Z
date_updated: 2024-05-26T19:06:10Z
department:
- _id: '760'
- _id: '574'
doi: 10.1145/3589335.3651978
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/abs/10.1145/3589335.3651978
oa: '1'
publication: Companion Proceedings of the ACM on Web Conference 2024
publication_status: published
publisher: ACM
status: public
title: Universal Knowledge Graph Embeddings
type: conference
user_id: '11871'
year: '2024'
...
---
_id: '54448'
abstract:
- lang: eng
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."
author:
- first_name: Dominik
full_name: Köhler, Dominik
last_name: Köhler
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
citation:
ama: Köhler D, Heindorf S. Utilizing Description Logics for Global Explanations
of Heterogeneous Graph Neural Networks. arXiv:240512654. Published online
2024.
apa: Köhler, D., & Heindorf, S. (2024). Utilizing Description Logics for Global
Explanations of Heterogeneous Graph Neural Networks. In arXiv:2405.12654.
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} }'
chicago: Köhler, Dominik, and Stefan Heindorf. “Utilizing Description Logics for
Global Explanations of Heterogeneous Graph Neural Networks.” ArXiv:2405.12654,
2024.
ieee: D. Köhler and S. Heindorf, “Utilizing Description Logics for Global Explanations
of Heterogeneous Graph Neural Networks,” arXiv:2405.12654. 2024.
mla: Köhler, Dominik, and Stefan Heindorf. “Utilizing Description Logics for Global
Explanations of Heterogeneous Graph Neural Networks.” ArXiv:2405.12654,
2024.
short: D. Köhler, S. Heindorf, ArXiv:2405.12654 (2024).
date_created: 2024-05-26T18:49:59Z
date_updated: 2024-05-26T19:04:55Z
department:
- _id: '760'
external_id:
arxiv:
- '2405.12654'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2405.12654
oa: '1'
publication: arXiv:2405.12654
status: public
title: Utilizing Description Logics for Global Explanations of Heterogeneous Graph
Neural Networks
type: preprint
user_id: '11871'
year: '2024'
...
---
_id: '52231'
author:
- first_name: Lukas
full_name: Blübaum, Lukas
last_name: Blübaum
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
citation:
ama: 'Blübaum L, Heindorf S. Causal Question Answering with Reinforcement Learning.
In: The World Wide Web Conference (WWW). ACM; :2204–2215. doi:10.1145/3589334.3645610'
apa: Blübaum, L., & Heindorf, S. (n.d.). Causal Question Answering with Reinforcement
Learning. The World Wide Web Conference (WWW), 2204–2215. https://doi.org/10.1145/3589334.3645610
bibtex: '@inproceedings{Blübaum_Heindorf, title={Causal Question Answering with
Reinforcement Learning}, DOI={10.1145/3589334.3645610},
booktitle={The World Wide Web Conference (WWW)}, publisher={ACM}, author={Blübaum,
Lukas and Heindorf, Stefan}, pages={2204–2215} }'
chicago: Blübaum, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement
Learning.” In The World Wide Web Conference (WWW), 2204–2215. ACM, n.d.
https://doi.org/10.1145/3589334.3645610.
ieee: 'L. Blübaum and S. Heindorf, “Causal Question Answering with Reinforcement
Learning,” in The World Wide Web Conference (WWW), Singapore, pp. 2204–2215,
doi: 10.1145/3589334.3645610.'
mla: Blübaum, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement
Learning.” The World Wide Web Conference (WWW), ACM, pp. 2204–2215, doi:10.1145/3589334.3645610.
short: 'L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d.,
pp. 2204–2215.'
conference:
end_date: 2024-05-17
location: Singapore
name: The Web Conference
start_date: 2024-05-13
date_created: 2024-03-01T16:32:39Z
date_updated: 2024-05-26T19:01:34Z
department:
- _id: '760'
doi: 10.1145/3589334.3645610
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2311.02760
oa: '1'
page: 2204–2215
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: The World Wide Web Conference (WWW)
publication_status: accepted
publisher: ACM
status: public
title: Causal Question Answering with Reinforcement Learning
type: conference
user_id: '11871'
year: '2024'
...
---
_id: '54468'
author:
- first_name: Muhammad
full_name: Awais, Muhammad
id: '64665'
last_name: Awais
orcid: https://orcid.org/0000-0003-4148-2969
- first_name: Hassan
full_name: Ghasemzadeh Mohammadi, Hassan
id: '61186'
last_name: Ghasemzadeh Mohammadi
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: 'Awais M, Ghasemzadeh Mohammadi H, Platzner M. DeepApprox: Rapid Deep Learning
based Design Space Exploration of Approximate Circuits via Check-pointing. In:
To Apear in IEEE ISVLSI 2024. ; 2024.'
apa: 'Awais, M., Ghasemzadeh Mohammadi, H., & Platzner, M. (2024). DeepApprox:
Rapid Deep Learning based Design Space Exploration of Approximate Circuits via
Check-pointing. To Apear in IEEE ISVLSI 2024. IEEE Computer Society Annual
Symposium on VLSI, Knoxville, Tennessee, USA.'
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} }'
chicago: 'Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “DeepApprox:
Rapid Deep Learning Based Design Space Exploration of Approximate Circuits via
Check-Pointing.” In To Apear in IEEE ISVLSI 2024, 2024.'
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.'
mla: 'Awais, Muhammad, et al. “DeepApprox: Rapid Deep Learning Based Design Space
Exploration of Approximate Circuits via Check-Pointing.” To Apear in IEEE ISVLSI
2024, 2024.'
short: 'M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI
2024, 2024.'
conference:
end_date: 2024-07-03
location: Knoxville, Tennessee, USA
name: IEEE Computer Society Annual Symposium on VLSI
start_date: 2024-07-01
date_created: 2024-05-28T08:14:43Z
date_updated: 2024-05-29T08:26:29Z
department:
- _id: '78'
language:
- iso: eng
publication: To apear in IEEE ISVLSI 2024
status: public
title: 'DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate
Circuits via Check-pointing'
type: conference
user_id: '64665'
year: '2024'
...
---
_id: '54548'
author:
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: Prager RP, Trautmann H. Exploratory Landscape Analysis for Mixed-Variable Problems.
IEEE Transactions on Evolutionary Computation. Published online 2024:1-1.
doi:10.1109/TEVC.2024.3399560
apa: Prager, R. P., & Trautmann, H. (2024). Exploratory Landscape Analysis for
Mixed-Variable Problems. IEEE Transactions on Evolutionary Computation,
1–1. https://doi.org/10.1109/TEVC.2024.3399560
bibtex: '@article{Prager_Trautmann_2024, title={Exploratory Landscape Analysis for
Mixed-Variable Problems}, DOI={10.1109/TEVC.2024.3399560},
journal={IEEE Transactions on Evolutionary Computation}, author={Prager, Raphael
Patrick and Trautmann, Heike}, year={2024}, pages={1–1} }'
chicago: Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis
for Mixed-Variable Problems.” IEEE Transactions on Evolutionary Computation,
2024, 1–1. https://doi.org/10.1109/TEVC.2024.3399560.
ieee: 'R. P. Prager and H. Trautmann, “Exploratory Landscape Analysis for Mixed-Variable
Problems,” IEEE Transactions on Evolutionary Computation, pp. 1–1, 2024,
doi: 10.1109/TEVC.2024.3399560.'
mla: Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis
for Mixed-Variable Problems.” IEEE Transactions on Evolutionary Computation,
2024, pp. 1–1, doi:10.1109/TEVC.2024.3399560.
short: R.P. Prager, H. Trautmann, IEEE Transactions on Evolutionary Computation
(2024) 1–1.
date_created: 2024-06-03T06:16:33Z
date_updated: 2024-06-03T06:17:13Z
department:
- _id: '819'
doi: 10.1109/TEVC.2024.3399560
keyword:
- Optimization
- Evolutionary computation
- Benchmark testing
- Hyperparameter optimization
- Portfolios
- Extraterrestrial measurements
- Dispersion
- Exploratory landscape analysis
- mixed-variable problem
- mixed search spaces
- automated algorithm selection
language:
- iso: eng
page: 1-1
publication: IEEE Transactions on Evolutionary Computation
status: public
title: Exploratory Landscape Analysis for Mixed-Variable Problems
type: journal_article
user_id: '15504'
year: '2024'
...
---
_id: '54559'
author:
- first_name: Denis
full_name: Tissen, Denis
last_name: Tissen
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
last_name: Koldewey
- first_name: Roman
full_name: Dumitrescu, Roman
last_name: Dumitrescu
citation:
ama: 'Tissen D, Wiederkehr I, Koldewey C, Dumitrescu R. Exploring data-driven model-based
systems engineering: a systematic literature review. In: 2023 IEEE International
Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE;
2024. doi:10.1109/ictmod59086.2023.10438129'
apa: 'Tissen, D., Wiederkehr, I., Koldewey, C., & Dumitrescu, R. (2024). Exploring
data-driven model-based systems engineering: a systematic literature review. 2023
IEEE International Conference on Technology Management, Operations and Decisions
(ICTMOD). https://doi.org/10.1109/ictmod59086.2023.10438129'
bibtex: '@inproceedings{Tissen_Wiederkehr_Koldewey_Dumitrescu_2024, title={Exploring
data-driven model-based systems engineering: a systematic literature review},
DOI={10.1109/ictmod59086.2023.10438129},
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} }'
chicago: 'Tissen, Denis, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu.
“Exploring Data-Driven Model-Based Systems Engineering: A Systematic Literature
Review.” In 2023 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD). IEEE, 2024. https://doi.org/10.1109/ictmod59086.2023.10438129.'
ieee: 'D. Tissen, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Exploring data-driven
model-based systems engineering: a systematic literature review,” 2024, doi: 10.1109/ictmod59086.2023.10438129.'
mla: 'Tissen, Denis, et al. “Exploring Data-Driven Model-Based Systems Engineering:
A Systematic Literature Review.” 2023 IEEE International Conference on Technology
Management, Operations and Decisions (ICTMOD), IEEE, 2024, doi:10.1109/ictmod59086.2023.10438129.'
short: 'D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, in: 2023 IEEE International
Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE,
2024.'
date_created: 2024-06-04T07:38:41Z
date_updated: 2024-06-04T08:00:20Z
department:
- _id: '563'
doi: 10.1109/ictmod59086.2023.10438129
publication: 2023 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD)
publication_status: published
publisher: IEEE
status: public
title: 'Exploring data-driven model-based systems engineering: a systematic literature
review'
type: conference
user_id: '102490'
year: '2024'
...
---
_id: '54412'
author:
- first_name: Asep Fajar
full_name: Firmansyah, Asep Fajar
id: '76787'
last_name: Firmansyah
- first_name: Diego
full_name: Moussallem, Diego
id: '71635'
last_name: Moussallem
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Firmansyah AF, Moussallem D, Ngonga Ngomo A-C. ESLM: Improving Entity Summarization
by Leveraging Language Models. In: The Semantic Web. Springer Nature Switzerland;
2024. doi:10.1007/978-3-031-60626-7_9'
apa: 'Firmansyah, A. F., Moussallem, D., & Ngonga Ngomo, A.-C. (2024). ESLM:
Improving Entity Summarization by Leveraging Language Models. In The Semantic
Web. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-60626-7_9'
bibtex: '@inbook{Firmansyah_Moussallem_Ngonga Ngomo_2024, place={Cham}, title={ESLM:
Improving Entity Summarization by Leveraging Language Models}, DOI={10.1007/978-3-031-60626-7_9},
booktitle={The Semantic Web}, publisher={Springer Nature Switzerland}, author={Firmansyah,
Asep Fajar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2024}
}'
chicago: 'Firmansyah, Asep Fajar, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo.
“ESLM: Improving Entity Summarization by Leveraging Language Models.” In The
Semantic Web. Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-60626-7_9.'
ieee: 'A. F. Firmansyah, D. Moussallem, and A.-C. Ngonga Ngomo, “ESLM: Improving
Entity Summarization by Leveraging Language Models,” in The Semantic Web,
Cham: Springer Nature Switzerland, 2024.'
mla: 'Firmansyah, Asep Fajar, et al. “ESLM: Improving Entity Summarization by Leveraging
Language Models.” The Semantic Web, Springer Nature Switzerland, 2024,
doi:10.1007/978-3-031-60626-7_9.'
short: 'A.F. Firmansyah, D. Moussallem, A.-C. Ngonga Ngomo, in: The Semantic Web,
Springer Nature Switzerland, Cham, 2024.'
date_created: 2024-05-22T09:00:03Z
date_updated: 2024-06-04T11:09:23Z
department:
- _id: '574'
- _id: '34'
doi: 10.1007/978-3-031-60626-7_9
language:
- iso: eng
place: Cham
publication: The Semantic Web
publication_identifier:
isbn:
- '9783031606250'
- '9783031606267'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'ESLM: Improving Entity Summarization by Leveraging Language Models'
type: book_chapter
user_id: '76787'
year: '2024'
...
---
_id: '54580'
author:
- first_name: Yasir
full_name: Mahmood, Yasir
id: '99353'
last_name: Mahmood
- first_name: Jonni
full_name: Virtema, Jonni
last_name: Virtema
- first_name: Timon
full_name: Barlag, Timon
last_name: Barlag
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Mahmood Y, Virtema J, Barlag T, Ngonga Ngomo A-C. Computing Repairs Under
Functional and Inclusion Dependencies via Argumentation. In: Lecture Notes
in Computer Science. Springer Nature Switzerland; 2024. doi:10.1007/978-3-031-56940-1_2'
apa: Mahmood, Y., Virtema, J., Barlag, T., & Ngonga Ngomo, A.-C. (2024). Computing
Repairs Under Functional and Inclusion Dependencies via Argumentation. In Lecture
Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-56940-1_2
bibtex: '@inbook{Mahmood_Virtema_Barlag_Ngonga Ngomo_2024, place={Cham}, title={Computing
Repairs Under Functional and Inclusion Dependencies via Argumentation}, DOI={10.1007/978-3-031-56940-1_2},
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} }'
chicago: 'Mahmood, Yasir, Jonni Virtema, Timon Barlag, and Axel-Cyrille Ngonga Ngomo.
“Computing Repairs Under Functional and Inclusion Dependencies via Argumentation.”
In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland,
2024. https://doi.org/10.1007/978-3-031-56940-1_2.'
ieee: 'Y. Mahmood, J. Virtema, T. Barlag, and A.-C. Ngonga Ngomo, “Computing Repairs
Under Functional and Inclusion Dependencies via Argumentation,” in Lecture
Notes in Computer Science, Cham: Springer Nature Switzerland, 2024.'
mla: Mahmood, Yasir, et al. “Computing Repairs Under Functional and Inclusion Dependencies
via Argumentation.” Lecture Notes in Computer Science, Springer Nature
Switzerland, 2024, doi:10.1007/978-3-031-56940-1_2.
short: 'Y. Mahmood, J. Virtema, T. Barlag, A.-C. Ngonga Ngomo, in: Lecture Notes
in Computer Science, Springer Nature Switzerland, Cham, 2024.'
date_created: 2024-06-04T10:01:16Z
date_updated: 2024-06-04T15:53:59Z
department:
- _id: '574'
doi: 10.1007/978-3-031-56940-1_2
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031569395'
- '9783031569401'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Computing Repairs Under Functional and Inclusion Dependencies via Argumentation
type: book_chapter
user_id: '99353'
year: '2024'
...
---
_id: '54642'
author:
- first_name: K.
full_name: Dietrich, K.
last_name: Dietrich
- first_name: R.
full_name: Prager, R.
last_name: Prager
- first_name: C.
full_name: Doerr, C.
last_name: Doerr
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
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. Parallel Problem Solving
from Nature — PPSN XVIII. Springer International Publishing; 2024:1-14.'
apa: Dietrich, K., Prager, R., Doerr, C., & 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, & T. Baeck (Eds.), Parallel Problem Solving from Nature — PPSN
XVIII (pp. 1–14). Springer International Publishing.
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} }'
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 Parallel Problem Solving from Nature — PPSN XVIII, edited
by M Affenzeller, S Winkler, A Kononova, H Trautmann, T Tušar, P Machado, and
T Baeck, 1–14. Cham: Springer International Publishing, 2024.'
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 Parallel Problem Solving from Nature — PPSN XVIII, 2024, pp. 1–14.
mla: Dietrich, K., et al. “Hybridizing Target- and SHAP-Encoded Features for Algorithm
Selection in Mixed-Variable Black-Box Optimization.” Parallel Problem Solving
from Nature — PPSN XVIII, edited by M Affenzeller et al., Springer International
Publishing, 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.'
date_created: 2024-06-07T04:56:32Z
date_updated: 2024-06-07T05:02:25Z
department:
- _id: '819'
editor:
- first_name: M
full_name: Affenzeller, M
last_name: Affenzeller
- first_name: S
full_name: Winkler, S
last_name: Winkler
- first_name: A
full_name: Kononova, A
last_name: Kononova
- first_name: H
full_name: Trautmann, H
last_name: Trautmann
- first_name: T
full_name: Tušar, T
last_name: Tušar
- first_name: P
full_name: Machado, P
last_name: Machado
- first_name: T
full_name: Baeck, T
last_name: Baeck
language:
- iso: eng
page: 1-14
place: Cham
publication: Parallel Problem Solving from Nature — PPSN XVIII
publisher: Springer International Publishing
status: public
title: Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable
Black-box Optimization
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '52759'
author:
- first_name: Oliver Ludger
full_name: Preuß, Oliver Ludger
id: '102978'
last_name: Preuß
orcid: 0009-0008-9308-2418
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Preuß OL, Rook J, Trautmann H. On the Potential of Multi-objective Automated
Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems.
In: Applications of Evolutionary Computation. Springer Nature Switzerland;
2024. doi:10.1007/978-3-031-56852-7_20'
apa: Preuß, O. L., Rook, J., & Trautmann, H. (2024). On the Potential of Multi-objective
Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation
Problems. In Applications of Evolutionary Computation. Springer Nature
Switzerland. https://doi.org/10.1007/978-3-031-56852-7_20
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={10.1007/978-3-031-56852-7_20},
booktitle={Applications of Evolutionary Computation}, publisher={Springer Nature
Switzerland}, author={Preuß, Oliver Ludger and Rook, Jeroen and Trautmann, Heike},
year={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 Applications of Evolutionary Computation. Cham:
Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-56852-7_20.'
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 Applications of Evolutionary Computation, Cham: Springer
Nature Switzerland, 2024.'
mla: Preuß, Oliver Ludger, et al. “On the Potential of Multi-Objective Automated
Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.”
Applications of Evolutionary Computation, Springer Nature Switzerland,
2024, doi:10.1007/978-3-031-56852-7_20.
short: 'O.L. Preuß, J. Rook, H. Trautmann, in: Applications of Evolutionary Computation,
Springer Nature Switzerland, Cham, 2024.'
date_created: 2024-03-25T08:22:57Z
date_updated: 2024-06-10T11:55:38Z
department:
- _id: '819'
doi: 10.1007/978-3-031-56852-7_20
language:
- iso: eng
place: Cham
publication: Applications of Evolutionary Computation
publication_identifier:
isbn:
- '9783031568510'
- '9783031568527'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal
Multi-objective Optimisation Problems
type: book_chapter
user_id: '15504'
year: '2024'
...
---
_id: '52749'
author:
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Jonathan
full_name: Heins, Jonathan
last_name: Heins
- first_name: Oliver Ludger
full_name: Preuß, Oliver Ludger
id: '102978'
last_name: Preuß
orcid: 0009-0008-9308-2418
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
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: 2023 IEEE
Symposium Series on Computational Intelligence (SSCI). IEEE; 2024. doi:10.1109/ssci52147.2023.10372008'
apa: Seiler, M., Rook, J., Heins, J., Preuß, O. L., Bossek, J., & Trautmann,
H. (2024). Using Reinforcement Learning for Per-Instance Algorithm Configuration
on the TSP. 2023 IEEE Symposium Series on Computational Intelligence (SSCI).
https://doi.org/10.1109/ssci52147.2023.10372008
bibtex: '@inproceedings{Seiler_Rook_Heins_Preuß_Bossek_Trautmann_2024, title={Using
Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP}, DOI={10.1109/ssci52147.2023.10372008},
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} }'
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 2023 IEEE Symposium Series on Computational Intelligence
(SSCI). IEEE, 2024. https://doi.org/10.1109/ssci52147.2023.10372008.
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: 10.1109/ssci52147.2023.10372008.'
mla: Seiler, Moritz, et al. “Using Reinforcement Learning for Per-Instance Algorithm
Configuration on the TSP.” 2023 IEEE Symposium Series on Computational Intelligence
(SSCI), IEEE, 2024, doi:10.1109/ssci52147.2023.10372008.
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.'
date_created: 2024-03-25T08:15:01Z
date_updated: 2024-06-10T11:59:44Z
department:
- _id: '819'
doi: 10.1109/ssci52147.2023.10372008
language:
- iso: eng
publication: 2023 IEEE Symposium Series on Computational Intelligence (SSCI)
publication_status: published
publisher: IEEE
status: public
title: Using Reinforcement Learning for Per-Instance Algorithm Configuration on the
TSP
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '53309'
author:
- first_name: Lukas
full_name: Hölsch, Lukas
last_name: Hölsch
- first_name: Anian
full_name: Brosch, Anian
id: '75779'
last_name: Brosch
orcid: 0000-0003-4871-1664
- first_name: Richard
full_name: Steckel, Richard
last_name: Steckel
- first_name: Tristan
full_name: Braun, Tristan
last_name: Braun
- first_name: Sebastian
full_name: Wendel, Sebastian
last_name: Wendel
- first_name: Joachim
full_name: Böcker, Joachim
id: '66'
last_name: Böcker
orcid: 0000-0002-8480-7295
- first_name: Oliver
full_name: Wallscheid, Oliver
id: '11291'
last_name: Wallscheid
orcid: https://orcid.org/0000-0001-9362-8777
citation:
ama: Hölsch L, Brosch A, Steckel R, et al. Insights and Challenges of Co-Simulation-Based
Optimal Pulse Pattern Evaluation for Electric Drives. IEEE Transactions on
Energy Conversion. Published online 2024:1-12. doi:10.1109/tec.2024.3374962
apa: Hölsch, L., Brosch, A., Steckel, R., Braun, T., Wendel, S., Böcker, J., &
Wallscheid, O. (2024). Insights and Challenges of Co-Simulation-Based Optimal
Pulse Pattern Evaluation for Electric Drives. IEEE Transactions on Energy Conversion,
1–12. https://doi.org/10.1109/tec.2024.3374962
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={10.1109/tec.2024.3374962},
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} }'
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.” IEEE Transactions on
Energy Conversion, 2024, 1–12. https://doi.org/10.1109/tec.2024.3374962.
ieee: 'L. Hölsch et al., “Insights and Challenges of Co-Simulation-Based
Optimal Pulse Pattern Evaluation for Electric Drives,” IEEE Transactions on
Energy Conversion, pp. 1–12, 2024, doi: 10.1109/tec.2024.3374962.'
mla: Hölsch, Lukas, et al. “Insights and Challenges of Co-Simulation-Based Optimal
Pulse Pattern Evaluation for Electric Drives.” IEEE Transactions on Energy
Conversion, Institute of Electrical and Electronics Engineers (IEEE), 2024,
pp. 1–12, doi:10.1109/tec.2024.3374962.
short: L. Hölsch, A. Brosch, R. Steckel, T. Braun, S. Wendel, J. Böcker, O. Wallscheid,
IEEE Transactions on Energy Conversion (2024) 1–12.
date_created: 2024-04-06T13:48:59Z
date_updated: 2024-06-13T11:03:00Z
department:
- _id: '52'
doi: 10.1109/tec.2024.3374962
keyword:
- Electrical and Electronic Engineering
- Energy Engineering and Power Technology
language:
- iso: eng
page: 1-12
publication: IEEE Transactions on Energy Conversion
publication_identifier:
issn:
- 0885-8969
- 1558-0059
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation
for Electric Drives
type: journal_article
user_id: '66'
year: '2024'
...
---
_id: '54742'
abstract:
- lang: eng
text: AbstractThe 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.
author:
- first_name: Carsten
full_name: Wiecher, Carsten
last_name: Wiecher
- first_name: Constantin
full_name: Mandel, Constantin
last_name: Mandel
- first_name: Matthias
full_name: Günther, Matthias
last_name: Günther
- first_name: Jannik
full_name: Fischbach, Jannik
last_name: Fischbach
- first_name: Joel
full_name: Greenyer, Joel
last_name: Greenyer
- first_name: Matthias
full_name: Greinert, Matthias
last_name: Greinert
- first_name: Carsten
full_name: Wolff, Carsten
last_name: Wolff
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Daniel
full_name: Mendez, Daniel
last_name: Mendez
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: 'Wiecher C, Mandel C, Günther M, et al. Model‐based analysis and specification
of functional requirements and tests for complex automotive systems. In: Systems
Engineering. Wiley; 2024. doi:10.1002/sys.21748'
apa: Wiecher, C., Mandel, C., Günther, M., Fischbach, J., Greenyer, J., Greinert,
M., Wolff, C., Dumitrescu, R., Mendez, D., & Albers, A. (2024). Model‐based
analysis and specification of functional requirements and tests for complex automotive
systems. Systems Engineering. Tag des Systems Engineering 2023, Würzburg.
https://doi.org/10.1002/sys.21748
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={10.1002/sys.21748},
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} }'
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 Systems Engineering. Wiley,
2024. https://doi.org/10.1002/sys.21748.
ieee: 'C. Wiecher et al., “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: 10.1002/sys.21748.'
mla: Wiecher, Carsten, et al. “Model‐based Analysis and Specification of Functional
Requirements and Tests for Complex Automotive Systems.” Systems Engineering,
Wiley, 2024, doi:10.1002/sys.21748.
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.'
conference:
end_date: 2023-11-17
location: Würzburg
name: Tag des Systems Engineering 2023
start_date: 2023-11-15
date_created: 2024-06-13T11:01:38Z
date_updated: 2024-06-13T11:31:00Z
department:
- _id: '563'
doi: 10.1002/sys.21748
language:
- iso: eng
publication: Systems Engineering
publication_identifier:
issn:
- 1098-1241
- 1520-6858
publication_status: published
publisher: Wiley
status: public
title: Model‐based analysis and specification of functional requirements and tests
for complex automotive systems
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '54741'
abstract:
- lang: eng
text: "Abstract\r\n 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."
alternative_title:
- Potenziale und Anwendungsreife
author:
- first_name: Sebastian
full_name: von Enzberg, Sebastian
last_name: von Enzberg
- first_name: Julian
full_name: Weller, Julian
last_name: Weller
- first_name: Pascal
full_name: Pöhler, Pascal
last_name: Pöhler
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Michael
full_name: Römer, Michael
last_name: Römer
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: von Enzberg S, Weller J, Pöhler P, Kühn A, Römer M, Dumitrescu R. Künstliche
Intelligenz in der Produktionsplanung und -steuerung. Zeitschrift für wirtschaftlichen
Fabrikbetrieb. 2024;119(5):349-355. doi:10.1515/zwf-2024-1065
apa: von Enzberg, S., Weller, J., Pöhler, P., Kühn, A., Römer, M., & Dumitrescu,
R. (2024). Künstliche Intelligenz in der Produktionsplanung und -steuerung. Zeitschrift
Für Wirtschaftlichen Fabrikbetrieb, 119(5), 349–355. https://doi.org/10.1515/zwf-2024-1065
bibtex: '@article{von Enzberg_Weller_Pöhler_Kühn_Römer_Dumitrescu_2024, title={Künstliche
Intelligenz in der Produktionsplanung und -steuerung}, volume={119}, DOI={10.1515/zwf-2024-1065},
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} }'
chicago: 'Enzberg, Sebastian von, Julian Weller, Pascal Pöhler, Arno Kühn, Michael
Römer, and Roman Dumitrescu. “Künstliche Intelligenz in Der Produktionsplanung
Und -Steuerung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 119, no.
5 (2024): 349–55. https://doi.org/10.1515/zwf-2024-1065.'
ieee: 'S. von Enzberg, J. Weller, P. Pöhler, A. Kühn, M. Römer, and R. Dumitrescu,
“Künstliche Intelligenz in der Produktionsplanung und -steuerung,” Zeitschrift
für wirtschaftlichen Fabrikbetrieb, vol. 119, no. 5, pp. 349–355, 2024, doi:
10.1515/zwf-2024-1065.'
mla: von Enzberg, Sebastian, et al. “Künstliche Intelligenz in Der Produktionsplanung
Und -Steuerung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb, vol. 119,
no. 5, Walter de Gruyter GmbH, 2024, pp. 349–55, doi:10.1515/zwf-2024-1065.
short: S. von Enzberg, J. Weller, P. Pöhler, A. Kühn, M. Römer, R. Dumitrescu, Zeitschrift
Für Wirtschaftlichen Fabrikbetrieb 119 (2024) 349–355.
date_created: 2024-06-13T11:00:18Z
date_updated: 2024-06-13T11:30:52Z
department:
- _id: '563'
doi: 10.1515/zwf-2024-1065
intvolume: ' 119'
issue: '5'
language:
- iso: eng
page: 349-355
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
issn:
- 2511-0896
- 0947-0085
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: Künstliche Intelligenz in der Produktionsplanung und -steuerung
type: journal_article
user_id: '15782'
volume: 119
year: '2024'
...
---
_id: '54743'
author:
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Martin
full_name: Ebel, Martin
last_name: Ebel
- first_name: Johannes
full_name: Winter, Johannes
last_name: Winter
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Koldewey C, Ebel M, Winter J, Dumitrescu R. Data-driven Services and Servitization
in Manufacturing: Innovation, Engineering, Transformation, and Management. In:
Proceedings of the 57th Hawaii International Conference on System Sciences
| 2024. ; 2024.'
apa: 'Koldewey, C., Ebel, M., Winter, J., & Dumitrescu, R. (2024). Data-driven
Services and Servitization in Manufacturing: Innovation, Engineering, Transformation,
and Management. Proceedings of the 57th Hawaii International Conference on
System Sciences | 2024. Hawaii International Conference on System Sciences
, Hawaii.'
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} }'
chicago: 'Koldewey, Christian, Martin Ebel, Johannes Winter, and Roman Dumitrescu.
“Data-Driven Services and Servitization in Manufacturing: Innovation, Engineering,
Transformation, and Management.” In Proceedings of the 57th Hawaii International
Conference on System Sciences | 2024, 2024.'
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.'
mla: 'Koldewey, Christian, et al. “Data-Driven Services and Servitization in Manufacturing:
Innovation, Engineering, Transformation, and Management.” Proceedings of the
57th Hawaii International Conference on System Sciences | 2024, 2024.'
short: 'C. Koldewey, M. Ebel, J. Winter, R. Dumitrescu, in: Proceedings of the 57th
Hawaii International Conference on System Sciences | 2024, 2024.'
conference:
end_date: '2024-01-06 '
location: Hawaii
name: 'Hawaii International Conference on System Sciences '
start_date: 2024-01-03
date_created: 2024-06-13T11:13:21Z
date_updated: 2024-06-13T11:30:56Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the 57th Hawaii International Conference on System Sciences
| 2024
status: public
title: 'Data-driven Services and Servitization in Manufacturing: Innovation, Engineering,
Transformation, and Management'
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '54751'
author:
- first_name: Tim
full_name: Heuwinkel, Tim
last_name: Heuwinkel
- first_name: Silke
full_name: Merkelbach, Silke
last_name: Merkelbach
- first_name: Nils
full_name: Janssen, Nils
last_name: Janssen
- first_name: Sebastian von
full_name: Enzberg, Sebastian von
last_name: Enzberg
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
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:10.24405/15306'
apa: Heuwinkel, T., Merkelbach, S., Janssen, N., Enzberg, S. von, & Dumitrescu,
R. (2024). Leveraging self-supervised learning for vibration data in industrial
separators. ML4CPS – Machine Learning for Cyber-Physical Systems. https://doi.org/10.24405/15306
bibtex: '@inproceedings{Heuwinkel_Merkelbach_Janssen_Enzberg_Dumitrescu_2024, title={Leveraging
self-supervised learning for vibration data in industrial separators}, DOI={10.24405/15306}, publisher={LibreCat
University}, author={Heuwinkel, Tim and Merkelbach, Silke and Janssen, Nils and
Enzberg, Sebastian von and Dumitrescu, Roman}, year={2024} }'
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. https://doi.org/10.24405/15306.
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:
10.24405/15306.'
mla: Heuwinkel, Tim, et al. Leveraging Self-Supervised Learning for Vibration
Data in Industrial Separators. LibreCat University, 2024, doi:10.24405/15306.
short: 'T. Heuwinkel, S. Merkelbach, N. Janssen, S. von Enzberg, R. Dumitrescu,
in: LibreCat University, 2024.'
conference:
name: ML4CPS – Machine Learning for Cyber-Physical Systems
date_created: 2024-06-13T11:26:17Z
date_updated: 2024-06-13T11:28:22Z
department:
- _id: '563'
doi: 10.24405/15306
language:
- iso: eng
publisher: LibreCat University
status: public
title: Leveraging self-supervised learning for vibration data in industrial separators
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '54752'
author:
- first_name: Silke
full_name: Merkelbach, Silke
last_name: Merkelbach
- first_name: Alexander
full_name: Diedrich, Alexander
last_name: Diedrich
- first_name: Sebastian
full_name: Von Enzberg, Sebastian
last_name: Von Enzberg
- first_name: Oliver
full_name: Niggemann, Oliver
last_name: Niggemann
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
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:10.24405/15314'
apa: Merkelbach, S., Diedrich, A., Von Enzberg, S., Niggemann, O., & Dumitrescu,
R. (2024). Towards the generation of models for fault diagnosis of CPS using
VQA models. ML4CPS – Machine Learning for Cyber-Physical Systems. https://doi.org/10.24405/15314
bibtex: '@inproceedings{Merkelbach_Diedrich_Von Enzberg_Niggemann_Dumitrescu_2024,
title={Towards the generation of models for fault diagnosis of CPS using VQA models},
DOI={10.24405/15314}, publisher={LibreCat
University}, author={Merkelbach, Silke and Diedrich, Alexander and Von Enzberg,
Sebastian and Niggemann, Oliver and Dumitrescu, Roman}, year={2024} }'
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. https://doi.org/10.24405/15314.
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:
10.24405/15314.'
mla: Merkelbach, Silke, et al. Towards the Generation of Models for Fault Diagnosis
of CPS Using VQA Models. LibreCat University, 2024, doi:10.24405/15314.
short: 'S. Merkelbach, A. Diedrich, S. Von Enzberg, O. Niggemann, R. Dumitrescu,
in: LibreCat University, 2024.'
conference:
name: ML4CPS – Machine Learning for Cyber-Physical Systems
date_created: 2024-06-13T11:28:54Z
date_updated: 2024-06-13T11:29:47Z
department:
- _id: '563'
doi: 10.24405/15314
language:
- iso: eng
publisher: LibreCat University
status: public
title: Towards the generation of models for fault diagnosis of CPS using VQA models
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '54738'
abstract:
- lang: eng
text: AbstractA 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.
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Markus
full_name: Just, Markus
last_name: Just
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Carsten
full_name: Thümmel, Carsten
last_name: Thümmel
- first_name: Christoph
full_name: Kempf, Christoph
last_name: Kempf
- first_name: Christian
full_name: Koldewey, Christian
last_name: Koldewey
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
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: Proceedings of the Design Society. Vol 4. Cambridge University
Press (CUP); 2024:745-754. doi:10.1017/pds.2024.77'
apa: 'Schlegel, M., Just, M., Wiederkehr, I., Thümmel, C., Kempf, C., Koldewey,
C., Dumitrescu, R., & Albers, A. (2024). Future-robust product portfolio development:
insights into the advancement of product portfolios in companies – an interview
study. Proceedings of the Design Society, 4, 745–754. https://doi.org/10.1017/pds.2024.77'
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={10.1017/pds.2024.77}, 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} }'
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 Proceedings of the Design Society,
4:745–54. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.77.'
ieee: 'M. Schlegel et al., “Future-robust product portfolio development:
insights into the advancement of product portfolios in companies – an interview
study,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia,
2024, vol. 4, pp. 745–754, doi: 10.1017/pds.2024.77.'
mla: 'Schlegel, Michael, et al. “Future-Robust Product Portfolio Development: Insights
into the Advancement of Product Portfolios in Companies – an Interview Study.”
Proceedings of the Design Society, vol. 4, Cambridge University Press (CUP),
2024, pp. 745–54, doi:10.1017/pds.2024.77.'
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.'
conference:
end_date: 2024-05-23
location: Cavtat, Dubrovnik, Croatia
name: The 18th International Design Conference (DESIGN 2024)
start_date: 2024-05-20
date_created: 2024-06-13T10:55:50Z
date_updated: 2024-06-13T11:38:07Z
department:
- _id: '563'
doi: 10.1017/pds.2024.77
intvolume: ' 4'
language:
- iso: eng
page: 745-754
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: 'Future-robust product portfolio development: insights into the advancement
of product portfolios in companies – an interview study'
type: conference
user_id: '15782'
volume: 4
year: '2024'
...
---
_id: '54735'
abstract:
- lang: eng
text: AbstractShorter 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.
author:
- first_name: Jan-Philipp
full_name: Disselkamp, Jan-Philipp
last_name: Disselkamp
- first_name: Robin
full_name: Grothe, Robin
last_name: Grothe
- first_name: Jonas
full_name: Lick, Jonas
last_name: Lick
- first_name: Ben
full_name: Schütte, Ben
last_name: Schütte
- first_name: Sascha
full_name: Brüne, Sascha
last_name: Brüne
- first_name: Luca
full_name: Schröder, Luca
last_name: Schröder
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Disselkamp J-P, Grothe R, Lick J, et al. Towards the digital factory twin
– design guide for creating a 3D factory model. In: Proceedings of the Design
Society. Vol 4. Cambridge University Press (CUP); 2024:1979-1988. doi:10.1017/pds.2024.200'
apa: Disselkamp, J.-P., Grothe, R., Lick, J., Schütte, B., Brüne, S., Schröder,
L., & Dumitrescu, R. (2024). Towards the digital factory twin – design guide
for creating a 3D factory model. Proceedings of the Design Society, 4,
1979–1988. https://doi.org/10.1017/pds.2024.200
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={10.1017/pds.2024.200},
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} }'
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 Proceedings of the Design
Society, 4:1979–88. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.200.
ieee: 'J.-P. Disselkamp et al., “Towards the digital factory twin – design
guide for creating a 3D factory model,” in Proceedings of the Design Society,
Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 1979–1988, doi: 10.1017/pds.2024.200.'
mla: Disselkamp, Jan-Philipp, et al. “Towards the Digital Factory Twin – Design
Guide for Creating a 3D Factory Model.” Proceedings of the Design Society,
vol. 4, Cambridge University Press (CUP), 2024, pp. 1979–88, doi:10.1017/pds.2024.200.
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.'
conference:
end_date: 2024-05-23
location: Cavtat, Dubrovnik, Croatia
name: The 18th International Design Conference (DESIGN 2024)
start_date: 2024-05-20
date_created: 2024-06-13T10:52:57Z
date_updated: 2024-06-13T11:36:22Z
department:
- _id: '563'
doi: 10.1017/pds.2024.200
intvolume: ' 4'
language:
- iso: eng
page: 1979-1988
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: Towards the digital factory twin – design guide for creating a 3D factory model
type: conference
user_id: '15782'
volume: 4
year: '2024'
...
---
_id: '54734'
abstract:
- lang: eng
text: AbstractDesign 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.
author:
- first_name: Bernd
full_name: Stöhr, Bernd
last_name: Stöhr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Stöhr B, Koldewey C, Dumitrescu R. Drivers and barriers for design and designers
in interdisciplinary product development – a literature-based conceptual model.
In: Proceedings of the Design Society. Vol 4. Cambridge University Press
(CUP); 2024:353-362. doi:10.1017/pds.2024.38'
apa: Stöhr, B., Koldewey, C., & Dumitrescu, R. (2024). Drivers and barriers
for design and designers in interdisciplinary product development – a literature-based
conceptual model. Proceedings of the Design Society, 4, 353–362.
https://doi.org/10.1017/pds.2024.38
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={10.1017/pds.2024.38},
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} }'
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 Proceedings of the Design Society, 4:353–62. Cambridge
University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.38.
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 Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia,
2024, vol. 4, pp. 353–362, doi: 10.1017/pds.2024.38.'
mla: Stöhr, Bernd, et al. “Drivers and Barriers for Design and Designers in Interdisciplinary
Product Development – a Literature-Based Conceptual Model.” Proceedings of
the Design Society, vol. 4, Cambridge University Press (CUP), 2024, pp. 353–62,
doi:10.1017/pds.2024.38.
short: 'B. Stöhr, C. Koldewey, R. Dumitrescu, in: Proceedings of the Design Society,
Cambridge University Press (CUP), 2024, pp. 353–362.'
conference:
end_date: 2024-05-23
location: Cavtat, Dubrovnik, Croatia
name: The 18th International Design Conference (DESIGN 2024)
start_date: 2024-05-20
date_created: 2024-06-13T10:50:08Z
date_updated: 2024-06-13T11:34:05Z
department:
- _id: '563'
doi: 10.1017/pds.2024.38
intvolume: ' 4'
language:
- iso: eng
page: 353-362
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: Drivers and barriers for design and designers in interdisciplinary product
development – a literature-based conceptual model
type: conference
user_id: '15782'
volume: 4
year: '2024'
...