---
_id: '48632'
abstract:
- lang: eng
text: Digital Servitization is one of the significant trends affecting the manufacturing
industry. Companies try to tackle challenges regarding their differentiation and
profitability using digital services. One specific type of digital services are
smart services, which are digital services built on data from smart products.
Introducing these kinds of offerings into the portfolio of manufacturing companies
is not trivial. Moreover, they require conscious action to align all relevant
capabilities to realize the respective business goals. However, what capabilities
are generally relevant for smart services remains opaque. We conducted a systematic
literature review to identify them and extended the results through an interview
study. Our analysis results in 78 capabilities clustered among 12 principles and
six dimensions. These results provide significant support for the smart service
transformation of manufacturing companies and for structuring the research field
of smart services.
author:
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Jan
full_name: Biehler, Jan
last_name: Biehler
- first_name: Nick
full_name: Schreiner, Nick
last_name: Schreiner
- first_name: Franziska
full_name: Sommer, Franziska
last_name: Sommer
- first_name: Maximilian
full_name: Schacht, Maximilian
last_name: Schacht
- first_name: Jonas
full_name: Kaufmann, Jonas
last_name: Kaufmann
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Joachim
full_name: Sedlmeier, Joachim
last_name: Sedlmeier
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Koldewey C, Fichtler T, Scholtysik M, et al. Exploring Capabilities for the
Smart Service Transformation in Manufacturing: Insights from Theory and Practice.
In: ; 2024.'
apa: 'Koldewey, C., Fichtler, T., Scholtysik, M., Biehler, J., Schreiner, N., Sommer,
F., Schacht, M., Kaufmann, J., Rabe, M., Sedlmeier, J., & Dumitrescu, R. (2024).
Exploring Capabilities for the Smart Service Transformation in Manufacturing:
Insights from Theory and Practice. Hawaii International Conference on System
Sciences, Hawaii.'
bibtex: '@inproceedings{Koldewey_Fichtler_Scholtysik_Biehler_Schreiner_Sommer_Schacht_Kaufmann_Rabe_Sedlmeier_et
al._2024, title={Exploring Capabilities for the Smart Service Transformation in
Manufacturing: Insights from Theory and Practice}, author={Koldewey, Christian
and Fichtler, Timm and Scholtysik, Michel and Biehler, Jan and Schreiner, Nick
and Sommer, Franziska and Schacht, Maximilian and Kaufmann, Jonas and Rabe, Martin
and Sedlmeier, Joachim and et al.}, year={2024} }'
chicago: 'Koldewey, Christian, Timm Fichtler, Michel Scholtysik, Jan Biehler, Nick
Schreiner, Franziska Sommer, Maximilian Schacht, et al. “Exploring Capabilities
for the Smart Service Transformation in Manufacturing: Insights from Theory and
Practice,” 2024.'
ieee: 'C. Koldewey et al., “Exploring Capabilities for the Smart Service
Transformation in Manufacturing: Insights from Theory and Practice,” presented
at the Hawaii International Conference on System Sciences, Hawaii, 2024.'
mla: 'Koldewey, Christian, et al. Exploring Capabilities for the Smart Service
Transformation in Manufacturing: Insights from Theory and Practice. 2024.'
short: 'C. Koldewey, T. Fichtler, M. Scholtysik, J. Biehler, N. Schreiner, F. Sommer,
M. Schacht, J. Kaufmann, M. Rabe, J. Sedlmeier, R. Dumitrescu, in: 2024.'
conference:
end_date: 2024-01-06
location: Hawaii
name: Hawaii International Conference on System Sciences
start_date: 2024-01-03
date_created: 2023-11-06T15:31:32Z
date_updated: 2023-11-06T15:40:33Z
department:
- _id: '563'
- _id: '241'
keyword:
- Digital Servitization
- Transformation
- Capabilities
- Maturity
- Smart Services
language:
- iso: eng
status: public
title: 'Exploring Capabilities for the Smart Service Transformation in Manufacturing:
Insights from Theory and Practice'
type: conference
user_id: '66731'
year: '2024'
...
---
_id: '47275'
author:
- first_name: Franziska
full_name: Herbert, Franziska
last_name: Herbert
- first_name: Steffen
full_name: Becker, Steffen
last_name: Becker
- first_name: Annalina
full_name: Buckmann, Annalina
last_name: Buckmann
- first_name: Marvin
full_name: Kowalewski, Marvin
last_name: Kowalewski
- first_name: Jonas
full_name: Hielscher, Jonas
last_name: Hielscher
- first_name: Yasemin
full_name: Acar, Yasemin
id: '94636'
last_name: Acar
- first_name: Markus
full_name: Dürmuth, Markus
last_name: Dürmuth
- first_name: M. Angela
full_name: Sasse, M. Angela
last_name: Sasse
- first_name: Yixin
full_name: Zou, Yixin
last_name: Zou
citation:
ama: Herbert F, Becker S, Buckmann A, et al. Digital Security -- A Question of Perspective.
A Large-Scale Telephone Survey with Four At-Risk User Groups. IEEE Symposium
on Security and Privacy IEEE, New York, NY, USA. Published online 2024. doi:10.48550/arXiv.2212.12964
apa: Herbert, F., Becker, S., Buckmann, A., Kowalewski, M., Hielscher, J., Acar,
Y., Dürmuth, M., Sasse, M. A., & Zou, Y. (2024). Digital Security -- A Question
of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups.
IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA. https://doi.org/10.48550/arXiv.2212.12964
bibtex: '@article{Herbert_Becker_Buckmann_Kowalewski_Hielscher_Acar_Dürmuth_Sasse_Zou_2024,
title={Digital Security -- A Question of Perspective. A Large-Scale Telephone
Survey with Four At-Risk User Groups}, DOI={10.48550/arXiv.2212.12964},
journal={IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA}, author={Herbert,
Franziska and Becker, Steffen and Buckmann, Annalina and Kowalewski, Marvin and
Hielscher, Jonas and Acar, Yasemin and Dürmuth, Markus and Sasse, M. Angela and
Zou, Yixin}, year={2024} }'
chicago: Herbert, Franziska, Steffen Becker, Annalina Buckmann, Marvin Kowalewski,
Jonas Hielscher, Yasemin Acar, Markus Dürmuth, M. Angela Sasse, and Yixin Zou.
“Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey
with Four At-Risk User Groups.” IEEE Symposium on Security and Privacy. IEEE,
New York, NY, USA, 2024. https://doi.org/10.48550/arXiv.2212.12964.
ieee: 'F. Herbert et al., “Digital Security -- A Question of Perspective.
A Large-Scale Telephone Survey with Four At-Risk User Groups,” IEEE Symposium
on Security and Privacy. IEEE, New York, NY, USA, 2024, doi: 10.48550/arXiv.2212.12964.'
mla: Herbert, Franziska, et al. “Digital Security -- A Question of Perspective.
A Large-Scale Telephone Survey with Four At-Risk User Groups.” IEEE Symposium
on Security and Privacy. IEEE, New York, NY, USA, 2024, doi:10.48550/arXiv.2212.12964.
short: F. Herbert, S. Becker, A. Buckmann, M. Kowalewski, J. Hielscher, Y. Acar,
M. Dürmuth, M.A. Sasse, Y. Zou, IEEE Symposium on Security and Privacy. IEEE,
New York, NY, USA (2024).
date_created: 2023-09-22T13:09:30Z
date_updated: 2023-11-22T08:50:06Z
department:
- _id: '34'
- _id: '740'
doi: 10.48550/arXiv.2212.12964
extern: '1'
language:
- iso: eng
publication: IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA
status: public
title: Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey
with Four At-Risk User Groups
type: journal_article
user_id: '15458'
year: '2024'
...
---
_id: '49354'
author:
- first_name: Lameya
full_name: Afroze, Lameya
last_name: Afroze
- first_name: Silke
full_name: Merkelbach, Silke
last_name: Merkelbach
- first_name: Sebastian
full_name: von Enzberg, Sebastian
last_name: von Enzberg
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Afroze L, Merkelbach S, von Enzberg S, Dumitrescu R. Domain Knowledge Injection
Guidance for Predictive Maintenance. In: ML4CPS 2023. ; 2024.'
apa: Afroze, L., Merkelbach, S., von Enzberg, S., & Dumitrescu, R. (2024). Domain
Knowledge Injection Guidance for Predictive Maintenance. ML4CPS 2023. ML4CPS
– Machine Learning For Cyber-Physical Systems, Hamburg.
bibtex: '@inproceedings{Afroze_Merkelbach_von Enzberg_Dumitrescu_2024, title={Domain
Knowledge Injection Guidance for Predictive Maintenance}, booktitle={ML4CPS 2023},
author={Afroze, Lameya and Merkelbach, Silke and von Enzberg, Sebastian and Dumitrescu,
Roman}, year={2024} }'
chicago: Afroze, Lameya, Silke Merkelbach, Sebastian von Enzberg, and Roman Dumitrescu.
“Domain Knowledge Injection Guidance for Predictive Maintenance.” In ML4CPS
2023, 2024.
ieee: L. Afroze, S. Merkelbach, S. von Enzberg, and R. Dumitrescu, “Domain Knowledge
Injection Guidance for Predictive Maintenance,” presented at the ML4CPS – Machine
Learning For Cyber-Physical Systems, Hamburg, 2024.
mla: Afroze, Lameya, et al. “Domain Knowledge Injection Guidance for Predictive
Maintenance.” ML4CPS 2023, 2024.
short: 'L. Afroze, S. Merkelbach, S. von Enzberg, R. Dumitrescu, in: ML4CPS 2023,
2024.'
conference:
end_date: 2023-0331
location: Hamburg
name: ML4CPS – Machine Learning For Cyber-Physical Systems
start_date: 2023-03-29
date_created: 2023-11-30T09:59:41Z
date_updated: 2023-11-30T14:09:47Z
department:
- _id: '563'
language:
- iso: eng
publication: ML4CPS 2023
status: public
title: Domain Knowledge Injection Guidance for Predictive Maintenance
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '49363'
author:
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Malte
full_name: Rohde, Malte
last_name: Rohde
- 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: 'Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Circular Product-Service-System
Ideation Canvas – A Framework for the Design of circular Product-Service-System
Ideas. In: ; 2024.'
apa: Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2024). Circular
Product-Service-System Ideation Canvas – A Framework for the Design of circular
Product-Service-System Ideas.
bibtex: '@inproceedings{Scholtysik_Rohde_Koldewey_Dumitrescu_2024, title={Circular
Product-Service-System Ideation Canvas – A Framework for the Design of circular
Product-Service-System Ideas}, author={Scholtysik, Michel and Rohde, Malte and
Koldewey, Christian and Dumitrescu, Roman}, year={2024} }'
chicago: Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu.
“Circular Product-Service-System Ideation Canvas – A Framework for the Design
of Circular Product-Service-System Ideas,” 2024.
ieee: M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Circular Product-Service-System
Ideation Canvas – A Framework for the Design of circular Product-Service-System
Ideas,” 2024.
mla: Scholtysik, Michel, et al. Circular Product-Service-System Ideation Canvas
– A Framework for the Design of Circular Product-Service-System Ideas. 2024.
short: 'M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, in: 2024.'
date_created: 2023-11-30T10:56:31Z
date_updated: 2023-11-30T14:27:45Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Circular Product-Service-System Ideation Canvas – A Framework for the Design
of circular Product-Service-System Ideas
type: conference
user_id: '50562'
year: '2024'
...
---
_id: '49364'
author:
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Malte
full_name: Rohde, Malte
last_name: Rohde
- 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: 'Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Business strategy taxonomy
and solution patterns for the circular economy. In: ; 2024.'
apa: Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2024). Business
strategy taxonomy and solution patterns for the circular economy.
bibtex: '@inproceedings{Scholtysik_Rohde_Koldewey_Dumitrescu_2024, title={Business
strategy taxonomy and solution patterns for the circular economy}, author={Scholtysik,
Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2024}
}'
chicago: Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu.
“Business Strategy Taxonomy and Solution Patterns for the Circular Economy,” 2024.
ieee: M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy
taxonomy and solution patterns for the circular economy,” 2024.
mla: Scholtysik, Michel, et al. Business Strategy Taxonomy and Solution Patterns
for the Circular Economy. 2024.
short: 'M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, in: 2024.'
date_created: 2023-11-30T10:57:30Z
date_updated: 2023-11-30T14:27:55Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Business strategy taxonomy and solution patterns for the circular economy
type: conference
user_id: '50562'
year: '2024'
...
---
_id: '50476'
author:
- first_name: Sarah Claudia
full_name: Krings, Sarah Claudia
id: '64063'
last_name: Krings
orcid: 0000-0001-8040-7553
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
citation:
ama: 'Krings SC, Yigitbas E. TARPS: A Toolbox for Enhancing Privacy and Security
for Collaborative AR. In: Proceedings of the 16th ACM SIGCHI Symposium on Engineering
Interactive Computing Systems (EICS 2024) (to Appear). ACM; 2024.'
apa: 'Krings, S. C., & Yigitbas, E. (2024). TARPS: A Toolbox for Enhancing Privacy
and Security for Collaborative AR. Proceedings of the 16th ACM SIGCHI Symposium
on Engineering Interactive Computing Systems (EICS 2024) (to Appear).'
bibtex: '@inproceedings{Krings_Yigitbas_2024, title={TARPS: A Toolbox for Enhancing
Privacy and Security for Collaborative AR}, booktitle={Proceedings of the 16th
ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024)
(to appear)}, publisher={ACM}, author={Krings, Sarah Claudia and Yigitbas, Enes},
year={2024} }'
chicago: 'Krings, Sarah Claudia, and Enes Yigitbas. “TARPS: A Toolbox for Enhancing
Privacy and Security for Collaborative AR.” In Proceedings of the 16th ACM
SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to
Appear). ACM, 2024.'
ieee: 'S. C. Krings and E. Yigitbas, “TARPS: A Toolbox for Enhancing Privacy and
Security for Collaborative AR,” 2024.'
mla: 'Krings, Sarah Claudia, and Enes Yigitbas. “TARPS: A Toolbox for Enhancing
Privacy and Security for Collaborative AR.” Proceedings of the 16th ACM SIGCHI
Symposium on Engineering Interactive Computing Systems (EICS 2024) (to Appear),
ACM, 2024.'
short: 'S.C. Krings, E. Yigitbas, in: Proceedings of the 16th ACM SIGCHI Symposium
on Engineering Interactive Computing Systems (EICS 2024) (to Appear), ACM, 2024.'
date_created: 2024-01-12T15:11:58Z
date_updated: 2024-01-12T15:12:11Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive
Computing Systems (EICS 2024) (to appear)
publisher: ACM
status: public
title: 'TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR'
type: conference
user_id: '8447'
year: '2024'
...
---
_id: '50066'
author:
- first_name: Feng
full_name: Dou, Feng
last_name: Dou
- first_name: Lin
full_name: Wang, Lin
id: '102868'
last_name: Wang
- first_name: Shutong
full_name: Chen, Shutong
last_name: Chen
- first_name: Fangming
full_name: Liu, Fangming
last_name: Liu
citation:
ama: 'Dou F, Wang L, Chen S, Liu F. X-Stream: A Flexible, Adaptive Video Transformer
for Privacy-Preserving Video Stream Analytics. In: Proceedings of the IEEE
International Conference on Computer Communications (INFOCOM). IEEE.'
apa: 'Dou, F., Wang, L., Chen, S., & Liu, F. (n.d.). X-Stream: A Flexible, Adaptive
Video Transformer for Privacy-Preserving Video Stream Analytics. Proceedings
of the IEEE International Conference on Computer Communications (INFOCOM).
IEEE International Conference on Computer Communications (INFOCOM), Vancouver,
Canada.'
bibtex: '@inproceedings{Dou_Wang_Chen_Liu, title={X-Stream: A Flexible, Adaptive
Video Transformer for Privacy-Preserving Video Stream Analytics}, booktitle={Proceedings
of the IEEE International Conference on Computer Communications (INFOCOM)}, publisher={IEEE},
author={Dou, Feng and Wang, Lin and Chen, Shutong and Liu, Fangming} }'
chicago: 'Dou, Feng, Lin Wang, Shutong Chen, and Fangming Liu. “X-Stream: A Flexible,
Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics.” In
Proceedings of the IEEE International Conference on Computer Communications
(INFOCOM). IEEE, n.d.'
ieee: 'F. Dou, L. Wang, S. Chen, and F. Liu, “X-Stream: A Flexible, Adaptive Video
Transformer for Privacy-Preserving Video Stream Analytics,” presented at the IEEE
International Conference on Computer Communications (INFOCOM), Vancouver, Canada.'
mla: 'Dou, Feng, et al. “X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving
Video Stream Analytics.” Proceedings of the IEEE International Conference on
Computer Communications (INFOCOM), IEEE.'
short: 'F. Dou, L. Wang, S. Chen, F. Liu, in: Proceedings of the IEEE International
Conference on Computer Communications (INFOCOM), IEEE, n.d.'
conference:
end_date: 2024-05-23
location: Vancouver, Canada
name: IEEE International Conference on Computer Communications (INFOCOM)
start_date: 2024-05-20
date_created: 2023-12-22T20:24:27Z
date_updated: 2024-01-23T20:35:02Z
department:
- _id: '34'
- _id: '7'
- _id: '75'
language:
- iso: eng
publication: Proceedings of the IEEE International Conference on Computer Communications
(INFOCOM)
publication_status: accepted
publisher: IEEE
status: public
title: 'X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video
Stream Analytics'
type: conference
user_id: '102868'
year: '2024'
...
---
_id: '50065'
author:
- first_name: Marcel
full_name: Blöcher, Marcel
last_name: Blöcher
- first_name: Nils
full_name: Nedderhut, Nils
last_name: Nedderhut
- first_name: Pavel
full_name: Chuprikov, Pavel
last_name: Chuprikov
- first_name: Ramin
full_name: Khalili, Ramin
last_name: Khalili
- first_name: Patrick
full_name: Eugster, Patrick
last_name: Eugster
- first_name: Lin
full_name: Wang, Lin
id: '102868'
last_name: Wang
citation:
ama: 'Blöcher M, Nedderhut N, Chuprikov P, Khalili R, Eugster P, Wang L. Train Once
Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES.
In: Proceedings of the IEEE International Conference on Computer Communications
(INFOCOM). IEEE.'
apa: 'Blöcher, M., Nedderhut, N., Chuprikov, P., Khalili, R., Eugster, P., &
Wang, L. (n.d.). Train Once Apply Anywhere: Effective Scheduling for Network Function
Chains Running on FUMES. Proceedings of the IEEE International Conference on
Computer Communications (INFOCOM). IEEE International Conference on Computer
Communications (INFOCOM), Vancouver, Canada.'
bibtex: '@inproceedings{Blöcher_Nedderhut_Chuprikov_Khalili_Eugster_Wang, title={Train
Once Apply Anywhere: Effective Scheduling for Network Function Chains Running
on FUMES}, booktitle={Proceedings of the IEEE International Conference on Computer
Communications (INFOCOM)}, publisher={IEEE}, author={Blöcher, Marcel and Nedderhut,
Nils and Chuprikov, Pavel and Khalili, Ramin and Eugster, Patrick and Wang, Lin}
}'
chicago: 'Blöcher, Marcel, Nils Nedderhut, Pavel Chuprikov, Ramin Khalili, Patrick
Eugster, and Lin Wang. “Train Once Apply Anywhere: Effective Scheduling for Network
Function Chains Running on FUMES.” In Proceedings of the IEEE International
Conference on Computer Communications (INFOCOM). IEEE, n.d.'
ieee: 'M. Blöcher, N. Nedderhut, P. Chuprikov, R. Khalili, P. Eugster, and L. Wang,
“Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running
on FUMES,” presented at the IEEE International Conference on Computer Communications
(INFOCOM), Vancouver, Canada.'
mla: 'Blöcher, Marcel, et al. “Train Once Apply Anywhere: Effective Scheduling for
Network Function Chains Running on FUMES.” Proceedings of the IEEE International
Conference on Computer Communications (INFOCOM), IEEE.'
short: 'M. Blöcher, N. Nedderhut, P. Chuprikov, R. Khalili, P. Eugster, L. Wang,
in: Proceedings of the IEEE International Conference on Computer Communications
(INFOCOM), IEEE, n.d.'
conference:
end_date: 2024-05-23
location: Vancouver, Canada
name: IEEE International Conference on Computer Communications (INFOCOM)
start_date: 2024-05-20
date_created: 2023-12-22T20:06:42Z
date_updated: 2024-01-23T20:35:09Z
department:
- _id: '75'
language:
- iso: eng
publication: Proceedings of the IEEE International Conference on Computer Communications
(INFOCOM)
publication_status: accepted
publisher: IEEE
status: public
title: 'Train Once Apply Anywhere: Effective Scheduling for Network Function Chains
Running on FUMES'
type: conference
user_id: '102868'
year: '2024'
...
---
_id: '50807'
author:
- first_name: Haichuan
full_name: Hu, Haichuan
last_name: Hu
- first_name: Fangming
full_name: Liu, Fangming
last_name: Liu
- first_name: Qiangyu
full_name: Pei, Qiangyu
last_name: Pei
- first_name: Yongjie
full_name: Yuan, Yongjie
last_name: Yuan
- first_name: Zichen
full_name: Xu, Zichen
last_name: Xu
- first_name: Lin
full_name: Wang, Lin
id: '102868'
last_name: Wang
citation:
ama: "Hu H, Liu F, Pei Q, Yuan Y, Xu Z, Wang L. \U0001D706Grapher: A Resource-Efficient
Serverless System for GNN Serving through Graph Sharing. In: Proceedings of
the ACM Web Conference (WWW). ACM; 2024."
apa: "Hu, H., Liu, F., Pei, Q., Yuan, Y., Xu, Z., & Wang, L. (2024). \U0001D706Grapher:
A Resource-Efficient Serverless System for GNN Serving through Graph Sharing.
Proceedings of the ACM Web Conference (WWW). ACM Web Conference (WWW),
Singapore."
bibtex: "@inproceedings{Hu_Liu_Pei_Yuan_Xu_Wang_2024, title={\U0001D706Grapher:
A Resource-Efficient Serverless System for GNN Serving through Graph Sharing},
booktitle={Proceedings of the ACM Web Conference (WWW)}, publisher={ACM}, author={Hu,
Haichuan and Liu, Fangming and Pei, Qiangyu and Yuan, Yongjie and Xu, Zichen and
Wang, Lin}, year={2024} }"
chicago: "Hu, Haichuan, Fangming Liu, Qiangyu Pei, Yongjie Yuan, Zichen Xu, and
Lin Wang. “\U0001D706Grapher: A Resource-Efficient Serverless System for GNN Serving
through Graph Sharing.” In Proceedings of the ACM Web Conference (WWW).
ACM, 2024."
ieee: "H. Hu, F. Liu, Q. Pei, Y. Yuan, Z. Xu, and L. Wang, “\U0001D706Grapher: A
Resource-Efficient Serverless System for GNN Serving through Graph Sharing,” presented
at the ACM Web Conference (WWW), Singapore, 2024."
mla: "Hu, Haichuan, et al. “\U0001D706Grapher: A Resource-Efficient Serverless System
for GNN Serving through Graph Sharing.” Proceedings of the ACM Web Conference
(WWW), ACM, 2024."
short: 'H. Hu, F. Liu, Q. Pei, Y. Yuan, Z. Xu, L. Wang, in: Proceedings of the ACM
Web Conference (WWW), ACM, 2024.'
conference:
end_date: 2024-05-17
location: Singapore
name: ACM Web Conference (WWW)
start_date: 2024-05-13
date_created: 2024-01-23T20:34:27Z
date_updated: 2024-01-23T20:35:20Z
department:
- _id: '34'
- _id: '7'
- _id: '75'
language:
- iso: eng
publication: Proceedings of the ACM Web Conference (WWW)
publisher: ACM
status: public
title: "\U0001D706Grapher: A Resource-Efficient Serverless System for GNN Serving
through Graph Sharing"
type: conference
user_id: '102868'
year: '2024'
...
---
_id: '51160'
abstract:
- lang: eng
text: "We rigorously derive novel and sharp finite-data error bounds for highly\r\nsample-efficient
Extended Dynamic Mode Decomposition (EDMD) for both i.i.d. and\r\nergodic sampling.
In particular, we show all results in a very general setting\r\nremoving most
of the typically imposed assumptions such that, among others,\r\ndiscrete- and
continuous-time stochastic processes as well as nonlinear partial\r\ndifferential
equations are contained in the considered system class. Besides\r\nshowing an
exponential rate for i.i.d. sampling, we prove, to the best of our\r\nknowledge,
the first superlinear convergence rates for ergodic sampling of\r\ndeterministic
systems. We verify sharpness of the derived error bounds by\r\nconducting numerical
simulations for highly-complex applications from molecular\r\ndynamics and chaotic
flame propagation."
author:
- first_name: Friedrich M.
full_name: Philipp, Friedrich M.
last_name: Philipp
- first_name: Manuel
full_name: Schaller, Manuel
last_name: Schaller
- first_name: Septimus
full_name: Boshoff, Septimus
last_name: Boshoff
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Feliks
full_name: Nüske, Feliks
last_name: Nüske
- first_name: Karl
full_name: Worthmann, Karl
last_name: Worthmann
citation:
ama: 'Philipp FM, Schaller M, Boshoff S, Peitz S, Nüske F, Worthmann K. Extended
Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. arXiv:240202494.
Published online 2024.'
apa: 'Philipp, F. M., Schaller, M., Boshoff, S., Peitz, S., Nüske, F., & Worthmann,
K. (2024). Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency.
In arXiv:2402.02494.'
bibtex: '@article{Philipp_Schaller_Boshoff_Peitz_Nüske_Worthmann_2024, title={Extended
Dynamic Mode Decomposition: Sharp bounds on the sample efficiency}, journal={arXiv:2402.02494},
author={Philipp, Friedrich M. and Schaller, Manuel and Boshoff, Septimus and Peitz,
Sebastian and Nüske, Feliks and Worthmann, Karl}, year={2024} }'
chicago: 'Philipp, Friedrich M., Manuel Schaller, Septimus Boshoff, Sebastian Peitz,
Feliks Nüske, and Karl Worthmann. “Extended Dynamic Mode Decomposition: Sharp
Bounds on the Sample Efficiency.” ArXiv:2402.02494, 2024.'
ieee: 'F. M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, and K. Worthmann,
“Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency,”
arXiv:2402.02494. 2024.'
mla: 'Philipp, Friedrich M., et al. “Extended Dynamic Mode Decomposition: Sharp
Bounds on the Sample Efficiency.” ArXiv:2402.02494, 2024.'
short: F.M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, K. Worthmann,
ArXiv:2402.02494 (2024).
date_created: 2024-02-06T08:52:21Z
date_updated: 2024-02-06T08:52:44Z
department:
- _id: '655'
external_id:
arxiv:
- '2402.02494'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/2402.02494.pdf
oa: '1'
publication: arXiv:2402.02494
status: public
title: 'Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency'
type: preprint
user_id: '47427'
year: '2024'
...
---
_id: '46019'
abstract:
- lang: eng
text: We derive efficient algorithms to compute weakly Pareto optimal solutions
for smooth, convex and unconstrained multiobjective optimization problems in general
Hilbert spaces. To this end, we define a novel inertial gradient-like dynamical
system in the multiobjective setting, which trajectories converge weakly to Pareto
optimal solutions. Discretization of this system yields an inertial multiobjective
algorithm which generates sequences that converge weakly to Pareto optimal solutions.
We employ Nesterov acceleration to define an algorithm with an improved convergence
rate compared to the plain multiobjective steepest descent method (Algorithm 1).
A further improvement in terms of efficiency is achieved by avoiding the solution
of a quadratic subproblem to compute a common step direction for all objective
functions, which is usually required in first-order methods. Using a different
discretization of our inertial gradient-like dynamical system, we obtain an accelerated
multiobjective gradient method that does not require the solution of a subproblem
in each step (Algorithm 2). While this algorithm does not converge in general,
it yields good results on test problems while being faster than standard steepest
descent.
author:
- first_name: Konstantin
full_name: Sonntag, Konstantin
id: '56399'
last_name: Sonntag
orcid: https://orcid.org/0000-0003-3384-3496
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Sonntag K, Peitz S. Fast Multiobjective Gradient Methods with Nesterov Acceleration
via Inertial Gradient-Like Systems. Journal of Optimization Theory and Applications.
Published online 2024. doi:10.1007/s10957-024-02389-3
apa: Sonntag, K., & Peitz, S. (2024). Fast Multiobjective Gradient Methods with
Nesterov Acceleration via Inertial Gradient-Like Systems. Journal of Optimization
Theory and Applications. https://doi.org/10.1007/s10957-024-02389-3
bibtex: '@article{Sonntag_Peitz_2024, title={Fast Multiobjective Gradient Methods
with Nesterov Acceleration via Inertial Gradient-Like Systems}, DOI={10.1007/s10957-024-02389-3},
journal={Journal of Optimization Theory and Applications}, publisher={Springer},
author={Sonntag, Konstantin and Peitz, Sebastian}, year={2024} }'
chicago: Sonntag, Konstantin, and Sebastian Peitz. “Fast Multiobjective Gradient
Methods with Nesterov Acceleration via Inertial Gradient-Like Systems.” Journal
of Optimization Theory and Applications, 2024. https://doi.org/10.1007/s10957-024-02389-3.
ieee: 'K. Sonntag and S. Peitz, “Fast Multiobjective Gradient Methods with Nesterov
Acceleration via Inertial Gradient-Like Systems,” Journal of Optimization Theory
and Applications, 2024, doi: 10.1007/s10957-024-02389-3.'
mla: Sonntag, Konstantin, and Sebastian Peitz. “Fast Multiobjective Gradient Methods
with Nesterov Acceleration via Inertial Gradient-Like Systems.” Journal of
Optimization Theory and Applications, Springer, 2024, doi:10.1007/s10957-024-02389-3.
short: K. Sonntag, S. Peitz, Journal of Optimization Theory and Applications (2024).
date_created: 2023-07-12T06:35:58Z
date_updated: 2024-02-21T10:13:33Z
department:
- _id: '101'
- _id: '655'
doi: 10.1007/s10957-024-02389-3
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/content/pdf/10.1007/s10957-024-02389-3.pdf
oa: '1'
publication: Journal of Optimization Theory and Applications
publication_status: published
publisher: Springer
status: public
title: Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial
Gradient-Like Systems
type: journal_article
user_id: '56399'
year: '2024'
...
---
_id: '51334'
abstract:
- lang: eng
text: The efficient optimization method for locally Lipschitz continuous multiobjective
optimization problems from [1] is extended from finite-dimensional problems to
general Hilbert spaces. The method iteratively computes Pareto critical points,
where in each iteration, an approximation of the subdifferential is computed in
an efficient manner and then used to compute a common descent direction for all
objective functions. To prove convergence, we present some new optimality results
for nonsmooth multiobjective optimization problems in Hilbert spaces. Using these,
we can show that every accumulation point of the sequence generated by our algorithm
is Pareto critical under common assumptions. Computational efficiency for finding
Pareto critical points is numerically demonstrated for multiobjective optimal
control of an obstacle problem.
author:
- first_name: Konstantin
full_name: Sonntag, Konstantin
id: '56399'
last_name: Sonntag
orcid: https://orcid.org/0000-0003-3384-3496
- first_name: Bennet
full_name: Gebken, Bennet
id: '32643'
last_name: Gebken
- first_name: Georg
full_name: Müller, Georg
last_name: Müller
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Stefan
full_name: Volkwein, Stefan
last_name: Volkwein
citation:
ama: Sonntag K, Gebken B, Müller G, Peitz S, Volkwein S. A Descent Method for Nonsmooth
Multiobjective Optimization in Hilbert Spaces. arXiv:240206376. Published
online 2024.
apa: Sonntag, K., Gebken, B., Müller, G., Peitz, S., & Volkwein, S. (2024).
A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces.
In arXiv:2402.06376.
bibtex: '@article{Sonntag_Gebken_Müller_Peitz_Volkwein_2024, title={A Descent Method
for Nonsmooth Multiobjective Optimization in Hilbert Spaces}, journal={arXiv:2402.06376},
author={Sonntag, Konstantin and Gebken, Bennet and Müller, Georg and Peitz, Sebastian
and Volkwein, Stefan}, year={2024} }'
chicago: Sonntag, Konstantin, Bennet Gebken, Georg Müller, Sebastian Peitz, and
Stefan Volkwein. “A Descent Method for Nonsmooth Multiobjective Optimization in
Hilbert Spaces.” ArXiv:2402.06376, 2024.
ieee: K. Sonntag, B. Gebken, G. Müller, S. Peitz, and S. Volkwein, “A Descent Method
for Nonsmooth Multiobjective Optimization in Hilbert Spaces,” arXiv:2402.06376.
2024.
mla: Sonntag, Konstantin, et al. “A Descent Method for Nonsmooth Multiobjective
Optimization in Hilbert Spaces.” ArXiv:2402.06376, 2024.
short: K. Sonntag, B. Gebken, G. Müller, S. Peitz, S. Volkwein, ArXiv:2402.06376
(2024).
date_created: 2024-02-13T09:35:26Z
date_updated: 2024-02-21T10:21:03Z
department:
- _id: '101'
- _id: '655'
external_id:
arxiv:
- "\t2402.06376"
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2402.06376
oa: '1'
publication: arXiv:2402.06376
status: public
title: A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces
type: preprint
user_id: '56399'
year: '2024'
...
---
_id: '40171'
abstract:
- lang: eng
text: We present a convolutional framework which significantly reduces the complexity
and thus, the computational effort for distributed reinforcement learning control
of dynamical systems governed by partial differential equations (PDEs). Exploiting
translational equivariances, the high-dimensional distributed control problem
can be transformed into a multi-agent control problem with many identical, uncoupled
agents. Furthermore, using the fact that information is transported with finite
velocity in many cases, the dimension of the agents’ environment can be drastically
reduced using a convolution operation over the state space of the PDE, by which
we effectively tackle the curse of dimensionality otherwise present in deep reinforcement
learning. In this setting, the complexity can be flexibly adjusted via the kernel
width or by using a stride greater than one (meaning that we do not place an actuator
at each sensor location). Moreover, scaling from smaller to larger domains – or
the transfer between different domains – becomes a straightforward task requiring
little effort. We demonstrate the performance of the proposed framework using
several PDE examples with increasing complexity, where stabilization is achieved
by training a low-dimensional deep deterministic policy gradient agent using minimal
computing resources.
article_type: original
author:
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Jan
full_name: Stenner, Jan
id: '65520'
last_name: Stenner
- first_name: Vikas
full_name: Chidananda, Vikas
last_name: Chidananda
- first_name: Oliver
full_name: Wallscheid, Oliver
id: '11291'
last_name: Wallscheid
orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Steven L.
full_name: Brunton, Steven L.
last_name: Brunton
- first_name: Kunihiko
full_name: Taira, Kunihiko
last_name: Taira
citation:
ama: 'Peitz S, Stenner J, Chidananda V, Wallscheid O, Brunton SL, Taira K. Distributed
Control of Partial Differential Equations Using Convolutional Reinforcement Learning.
Physica D: Nonlinear Phenomena. 2024;461:134096. doi:10.1016/j.physd.2024.134096'
apa: 'Peitz, S., Stenner, J., Chidananda, V., Wallscheid, O., Brunton, S. L., &
Taira, K. (2024). Distributed Control of Partial Differential Equations Using
Convolutional Reinforcement Learning. Physica D: Nonlinear Phenomena, 461,
134096. https://doi.org/10.1016/j.physd.2024.134096'
bibtex: '@article{Peitz_Stenner_Chidananda_Wallscheid_Brunton_Taira_2024, title={Distributed
Control of Partial Differential Equations Using Convolutional Reinforcement Learning},
volume={461}, DOI={10.1016/j.physd.2024.134096},
journal={Physica D: Nonlinear Phenomena}, publisher={Elsevier}, author={Peitz,
Sebastian and Stenner, Jan and Chidananda, Vikas and Wallscheid, Oliver and Brunton,
Steven L. and Taira, Kunihiko}, year={2024}, pages={134096} }'
chicago: 'Peitz, Sebastian, Jan Stenner, Vikas Chidananda, Oliver Wallscheid, Steven
L. Brunton, and Kunihiko Taira. “Distributed Control of Partial Differential Equations
Using Convolutional Reinforcement Learning.” Physica D: Nonlinear Phenomena
461 (2024): 134096. https://doi.org/10.1016/j.physd.2024.134096.'
ieee: 'S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S. L. Brunton, and K.
Taira, “Distributed Control of Partial Differential Equations Using Convolutional
Reinforcement Learning,” Physica D: Nonlinear Phenomena, vol. 461, p. 134096,
2024, doi: 10.1016/j.physd.2024.134096.'
mla: 'Peitz, Sebastian, et al. “Distributed Control of Partial Differential Equations
Using Convolutional Reinforcement Learning.” Physica D: Nonlinear Phenomena,
vol. 461, Elsevier, 2024, p. 134096, doi:10.1016/j.physd.2024.134096.'
short: 'S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S.L. Brunton, K. Taira,
Physica D: Nonlinear Phenomena 461 (2024) 134096.'
date_created: 2023-01-26T07:56:26Z
date_updated: 2024-02-23T10:53:42Z
department:
- _id: '655'
doi: 10.1016/j.physd.2024.134096
intvolume: ' 461'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1016/j.physd.2024.134096
oa: '1'
page: '134096'
publication: 'Physica D: Nonlinear Phenomena'
publisher: Elsevier
status: public
title: Distributed Control of Partial Differential Equations Using Convolutional
Reinforcement Learning
type: journal_article
user_id: '47427'
volume: 461
year: '2024'
...
---
_id: '52318'
author:
- first_name: Svitlana
full_name: Dorociak, Svitlana
last_name: Dorociak
citation:
ama: Dorociak S. Implementierung Eines Algorithmus Zur Motivbasierten Schnitt-Sparsifizierung.;
2024.
apa: Dorociak, S. (2024). Implementierung eines Algorithmus zur motivbasierten
Schnitt-Sparsifizierung.
bibtex: '@book{Dorociak_2024, title={Implementierung eines Algorithmus zur motivbasierten
Schnitt-Sparsifizierung}, author={Dorociak, Svitlana}, year={2024} }'
chicago: Dorociak, Svitlana. Implementierung Eines Algorithmus Zur Motivbasierten
Schnitt-Sparsifizierung, 2024.
ieee: S. Dorociak, Implementierung eines Algorithmus zur motivbasierten Schnitt-Sparsifizierung.
2024.
mla: Dorociak, Svitlana. Implementierung Eines Algorithmus Zur Motivbasierten
Schnitt-Sparsifizierung. 2024.
short: S. Dorociak, Implementierung Eines Algorithmus Zur Motivbasierten Schnitt-Sparsifizierung,
2024.
date_created: 2024-03-05T12:52:59Z
date_updated: 2024-03-05T12:53:25Z
department:
- _id: '34'
- _id: '7'
- _id: '79'
language:
- iso: eng
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Implementierung eines Algorithmus zur motivbasierten Schnitt-Sparsifizierung
type: bachelorsthesis
user_id: '15578'
year: '2024'
...
---
_id: '52235'
abstract:
- lang: eng
text: "Android applications collecting data from users must protect it according
to the current legal frameworks. Such data protection has become even more important
since the European Union rolled out the General Data Protection Regulation (GDPR).
Since app developers are not legal experts, they find it difficult to write privacy-aware
source code. Moreover, they have limited tool support to reason about data protection
throughout their app development process.\r\nThis paper motivates the need for
a static analysis approach to diagnose and explain data protection in Android
apps. The analysis will recognize personal data sources in the source code, and
aims to further examine the data flow originating from these sources. App developers
can then address key questions about data manipulation, derived data, and the
presence of technical measures. Despite challenges, we explore to what extent
one can realize this analysis through static taint analysis, a common method for
identifying security vulnerabilities. This is a first step towards designing a
tool-based approach that aids app developers and assessors in ensuring data protection
in Android apps, based on automated static program analysis. "
author:
- first_name: Mugdha
full_name: Khedkar, Mugdha
id: '88024'
last_name: Khedkar
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Khedkar M, Bodden E. Toward an Android Static Analysis Approach for Data Protection.
In: Proceedings of the 9th International Conference on Mobile Software Engineering
and Systems. ; 2024.'
apa: Khedkar, M., & Bodden, E. (2024). Toward an Android Static Analysis Approach
for Data Protection. Proceedings of the 9th International Conference on Mobile
Software Engineering and Systems. 9th International Conference on Mobile Software
Engineering and Systems 2024, Lisbon, Portugal.
bibtex: '@inproceedings{Khedkar_Bodden_2024, title={Toward an Android Static Analysis
Approach for Data Protection}, booktitle={Proceedings of the 9th International
Conference on Mobile Software Engineering and Systems}, author={Khedkar, Mugdha
and Bodden, Eric}, year={2024} }'
chicago: Khedkar, Mugdha, and Eric Bodden. “Toward an Android Static Analysis Approach
for Data Protection.” In Proceedings of the 9th International Conference on
Mobile Software Engineering and Systems, 2024.
ieee: M. Khedkar and E. Bodden, “Toward an Android Static Analysis Approach for
Data Protection,” presented at the 9th International Conference on Mobile Software
Engineering and Systems 2024, Lisbon, Portugal, 2024.
mla: Khedkar, Mugdha, and Eric Bodden. “Toward an Android Static Analysis Approach
for Data Protection.” Proceedings of the 9th International Conference on Mobile
Software Engineering and Systems, 2024.
short: 'M. Khedkar, E. Bodden, in: Proceedings of the 9th International Conference
on Mobile Software Engineering and Systems, 2024.'
conference:
end_date: 2024-04-15
location: Lisbon, Portugal
name: 9th International Conference on Mobile Software Engineering and Systems 2024
start_date: 2024-04-14
date_created: 2024-03-03T14:37:53Z
date_updated: 2024-03-06T13:00:38Z
ddc:
- '006'
department:
- _id: '76'
external_id:
arxiv:
- '2402.07889'
file:
- access_level: closed
content_type: application/pdf
creator: khedkarm
date_created: 2024-03-03T14:39:08Z
date_updated: 2024-03-03T14:39:08Z
file_id: '52236'
file_name: 2402.07889v1.pdf
file_size: 530812
relation: main_file
success: 1
file_date_updated: 2024-03-03T14:39:08Z
has_accepted_license: '1'
keyword:
- static program analysis
- data protection and privacy
- GDPR compliance
language:
- iso: eng
publication: Proceedings of the 9th International Conference on Mobile Software Engineering
and Systems
status: public
title: Toward an Android Static Analysis Approach for Data Protection
type: conference
user_id: '88024'
year: '2024'
...
---
_id: '52587'
author:
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
- first_name: Jens
full_name: Pottebaum, Jens
id: '405'
last_name: Pottebaum
orcid: http://orcid.org/0000-0001-8778-2989
- first_name: Markus
full_name: Fockel, Markus
last_name: Fockel
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
citation:
ama: Bodden E, Pottebaum J, Fockel M, Gräßler I. Evaluating Security Through Isolation
and Defense in Depth. IEEE Security & Privacy. 2024;22(1):69-72. doi:10.1109/msec.2023.3336028
apa: Bodden, E., Pottebaum, J., Fockel, M., & Gräßler, I. (2024). Evaluating
Security Through Isolation and Defense in Depth. IEEE Security & Privacy,
22(1), 69–72. https://doi.org/10.1109/msec.2023.3336028
bibtex: '@article{Bodden_Pottebaum_Fockel_Gräßler_2024, title={Evaluating Security
Through Isolation and Defense in Depth}, volume={22}, DOI={10.1109/msec.2023.3336028},
number={1}, journal={IEEE Security & Privacy}, publisher={Institute of Electrical
and Electronics Engineers (IEEE)}, author={Bodden, Eric and Pottebaum, Jens and
Fockel, Markus and Gräßler, Iris}, year={2024}, pages={69–72} }'
chicago: 'Bodden, Eric, Jens Pottebaum, Markus Fockel, and Iris Gräßler. “Evaluating
Security Through Isolation and Defense in Depth.” IEEE Security & Privacy
22, no. 1 (2024): 69–72. https://doi.org/10.1109/msec.2023.3336028.'
ieee: 'E. Bodden, J. Pottebaum, M. Fockel, and I. Gräßler, “Evaluating Security
Through Isolation and Defense in Depth,” IEEE Security & Privacy, vol.
22, no. 1, pp. 69–72, 2024, doi: 10.1109/msec.2023.3336028.'
mla: Bodden, Eric, et al. “Evaluating Security Through Isolation and Defense in
Depth.” IEEE Security & Privacy, vol. 22, no. 1, Institute of Electrical
and Electronics Engineers (IEEE), 2024, pp. 69–72, doi:10.1109/msec.2023.3336028.
short: E. Bodden, J. Pottebaum, M. Fockel, I. Gräßler, IEEE Security & Privacy
22 (2024) 69–72.
date_created: 2024-03-15T20:16:18Z
date_updated: 2024-03-15T20:25:13Z
department:
- _id: '152'
- _id: '76'
- _id: '241'
doi: 10.1109/msec.2023.3336028
intvolume: ' 22'
issue: '1'
keyword:
- Law
- Electrical and Electronic Engineering
- Computer Networks and Communications
language:
- iso: eng
page: 69-72
publication: IEEE Security & Privacy
publication_identifier:
issn:
- 1540-7993
- 1558-4046
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: Evaluating Security Through Isolation and Defense in Depth
type: journal_article
user_id: '405'
volume: 22
year: '2024'
...
---
_id: '33461'
abstract:
- lang: eng
text: Data-driven models for nonlinear dynamical systems based on approximating
the underlying Koopman operator or generator have proven to be successful tools
for forecasting, feature learning, state estimation, and control. It has become
well known that the Koopman generators for control-affine systems also have affine
dependence on the input, leading to convenient finite-dimensional bilinear approximations
of the dynamics. Yet there are still two main obstacles that limit the scope of
current approaches for approximating the Koopman generators of systems with actuation.
First, the performance of existing methods depends heavily on the choice of basis
functions over which the Koopman generator is to be approximated; and there is
currently no universal way to choose them for systems that are not measure preserving.
Secondly, if we do not observe the full state, we may not gain access to a sufficiently
rich collection of such functions to describe the dynamics. This is because the
commonly used method of forming time-delayed observables fails when there is actuation.
To remedy these issues, we write the dynamics of observables governed by the Koopman
generator as a bilinear hidden Markov model, and determine the model parameters
using the expectation-maximization (EM) algorithm. The E-step involves a standard
Kalman filter and smoother, while the M-step resembles control-affine dynamic
mode decomposition for the generator. We demonstrate the performance of this method
on three examples, including recovery of a finite-dimensional Koopman-invariant
subspace for an actuated system with a slow manifold; estimation of Koopman eigenfunctions
for the unforced Duffing equation; and model-predictive control of a fluidic pinball
system based only on noisy observations of lift and drag.
author:
- first_name: Samuel E.
full_name: Otto, Samuel E.
last_name: Otto
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Clarence W.
full_name: Rowley, Clarence W.
last_name: Rowley
citation:
ama: Otto SE, Peitz S, Rowley CW. Learning Bilinear Models of Actuated Koopman Generators
from Partially-Observed Trajectories. SIAM Journal on Applied Dynamical Systems.
2024;23(1):885-923. doi:10.1137/22M1523601
apa: Otto, S. E., Peitz, S., & Rowley, C. W. (2024). Learning Bilinear Models
of Actuated Koopman Generators from Partially-Observed Trajectories. SIAM
Journal on Applied Dynamical Systems, 23(1), 885–923. https://doi.org/10.1137/22M1523601
bibtex: '@article{Otto_Peitz_Rowley_2024, title={Learning Bilinear Models of Actuated
Koopman Generators from Partially-Observed Trajectories}, volume={23}, DOI={10.1137/22M1523601}, number={1},
journal={SIAM Journal on Applied Dynamical Systems}, publisher={SIAM}, author={Otto,
Samuel E. and Peitz, Sebastian and Rowley, Clarence W.}, year={2024}, pages={885–923}
}'
chicago: 'Otto, Samuel E., Sebastian Peitz, and Clarence W. Rowley. “Learning Bilinear
Models of Actuated Koopman Generators from Partially-Observed Trajectories.”
SIAM Journal on Applied Dynamical Systems 23, no. 1 (2024): 885–923. https://doi.org/10.1137/22M1523601.'
ieee: 'S. E. Otto, S. Peitz, and C. W. Rowley, “Learning Bilinear Models of Actuated
Koopman Generators from Partially-Observed Trajectories,” SIAM Journal on
Applied Dynamical Systems, vol. 23, no. 1, pp. 885–923, 2024, doi: 10.1137/22M1523601.'
mla: Otto, Samuel E., et al. “Learning Bilinear Models of Actuated Koopman Generators
from Partially-Observed Trajectories.” SIAM Journal on Applied Dynamical Systems,
vol. 23, no. 1, SIAM, 2024, pp. 885–923, doi:10.1137/22M1523601.
short: S.E. Otto, S. Peitz, C.W. Rowley, SIAM Journal on Applied Dynamical Systems
23 (2024) 885–923.
date_created: 2022-09-22T07:21:40Z
date_updated: 2024-03-18T10:40:08Z
department:
- _id: '655'
doi: 10.1137/22M1523601
external_id:
arxiv:
- '2209.09977'
intvolume: ' 23'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/2209.09977.pdf
oa: '1'
page: 885-923
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: SIAM Journal on Applied Dynamical Systems
publication_status: published
publisher: SIAM
status: public
title: Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed
Trajectories
type: journal_article
user_id: '47427'
volume: 23
year: '2024'
...
---
_id: '52663'
abstract:
- lang: eng
text: "Context\r\nStatic analyses are well-established to aid in understanding bugs
or vulnerabilities during the development process or in large-scale studies. A
low false-positive rate is essential for the adaption in practice and for precise
results of empirical studies. Unfortunately, static analyses tend to report where
a vulnerability manifests rather than the fix location. This can cause presumed
false positives or imprecise results.\r\nMethod\r\nTo address this problem, we
designed an adaption of an existing static analysis algorithm that can distinguish
between a manifestation and fix location, and reports error chains. An error chain
represents at least two interconnected errors that occur successively, thus building
the connection between the fix and manifestation location. We used our tool CogniCryptSUBS
for a case study on 471 GitHub repositories, a performance benchmark to compare
different analysis configurations, and conducted an expert interview.\r\nResult\r\nWe
found that 50 % of the projects with a report had at least one error chain. Our
runtime benchmark demonstrated that our improvement caused only a minimal runtime
overhead of less than 4 %. The results of our expert interview indicate that with
our adapted version participants require fewer executions of the analysis.\r\nConclusion\r\nOur
results indicate that error chains occur frequently in real-world projects, and
ignoring them can lead to imprecise evaluation results. The runtime benchmark
indicates that our tool is a feasible and efficient solution for detecting error
chains in real-world projects. Further, our results gave a hint that the usability
of static analyses may benefit from supporting error chains."
author:
- first_name: Anna-Katharina
full_name: Wickert, Anna-Katharina
last_name: Wickert
- first_name: Michael
full_name: Schlichtig, Michael
id: '32312'
last_name: Schlichtig
orcid: 0000-0001-6600-6171
- first_name: Marvin
full_name: Vogel, Marvin
last_name: Vogel
- first_name: Lukas
full_name: Winter, Lukas
last_name: Winter
- first_name: Mira
full_name: Mezini, Mira
last_name: Mezini
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: Wickert A-K, Schlichtig M, Vogel M, Winter L, Mezini M, Bodden E. Supporting
Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability.;
2024.
apa: Wickert, A.-K., Schlichtig, M., Vogel, M., Winter, L., Mezini, M., & Bodden,
E. (2024). Supporting Error Chains in Static Analysis for Precise Evaluation
Results and Enhanced Usability.
bibtex: '@book{Wickert_Schlichtig_Vogel_Winter_Mezini_Bodden_2024, title={Supporting
Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability},
author={Wickert, Anna-Katharina and Schlichtig, Michael and Vogel, Marvin and
Winter, Lukas and Mezini, Mira and Bodden, Eric}, year={2024} }'
chicago: Wickert, Anna-Katharina, Michael Schlichtig, Marvin Vogel, Lukas Winter,
Mira Mezini, and Eric Bodden. Supporting Error Chains in Static Analysis for
Precise Evaluation Results and Enhanced Usability, 2024.
ieee: A.-K. Wickert, M. Schlichtig, M. Vogel, L. Winter, M. Mezini, and E. Bodden,
Supporting Error Chains in Static Analysis for Precise Evaluation Results and
Enhanced Usability. 2024.
mla: Wickert, Anna-Katharina, et al. Supporting Error Chains in Static Analysis
for Precise Evaluation Results and Enhanced Usability. 2024.
short: A.-K. Wickert, M. Schlichtig, M. Vogel, L. Winter, M. Mezini, E. Bodden,
Supporting Error Chains in Static Analysis for Precise Evaluation Results and
Enhanced Usability, 2024.
date_created: 2024-03-20T09:28:36Z
date_updated: 2024-03-20T09:32:29Z
department:
- _id: '76'
keyword:
- Static analysis
- error chains
- false positive re- duction
- empirical studies
language:
- iso: eng
main_file_link:
- url: https://arxiv.org/abs/2403.07808
status: public
title: Supporting Error Chains in Static Analysis for Precise Evaluation Results and
Enhanced Usability
type: misc
user_id: '32312'
year: '2024'
...
---
_id: '52686'
author:
- first_name: Qazi Arbab
full_name: Ahmed, Qazi Arbab
id: '72764'
last_name: Ahmed
orcid: 0000-0002-1837-2254
- first_name: Tobias
full_name: Wiersema, Tobias
id: '3118'
last_name: Wiersema
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: Ahmed QA, Wiersema T, Platzner M. Post-configuration Activation of Hardware
Trojans in FPGAs. Journal of Hardware and Systems Security. Published online
2024. doi:10.1007/s41635-024-00147-5
apa: Ahmed, Q. A., Wiersema, T., & Platzner, M. (2024). Post-configuration Activation
of Hardware Trojans in FPGAs. Journal of Hardware and Systems Security.
https://doi.org/10.1007/s41635-024-00147-5
bibtex: '@article{Ahmed_Wiersema_Platzner_2024, title={Post-configuration Activation
of Hardware Trojans in FPGAs}, DOI={10.1007/s41635-024-00147-5},
journal={Journal of Hardware and Systems Security}, publisher={Springer Science
and Business Media LLC}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner,
Marco}, year={2024} }'
chicago: Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Post-Configuration
Activation of Hardware Trojans in FPGAs.” Journal of Hardware and Systems Security,
2024. https://doi.org/10.1007/s41635-024-00147-5.
ieee: 'Q. A. Ahmed, T. Wiersema, and M. Platzner, “Post-configuration Activation
of Hardware Trojans in FPGAs,” Journal of Hardware and Systems Security,
2024, doi: 10.1007/s41635-024-00147-5.'
mla: Ahmed, Qazi Arbab, et al. “Post-Configuration Activation of Hardware Trojans
in FPGAs.” Journal of Hardware and Systems Security, Springer Science and
Business Media LLC, 2024, doi:10.1007/s41635-024-00147-5.
short: Q.A. Ahmed, T. Wiersema, M. Platzner, Journal of Hardware and Systems Security
(2024).
date_created: 2024-03-20T12:24:50Z
date_updated: 2024-03-20T12:31:36Z
department:
- _id: '78'
doi: 10.1007/s41635-024-00147-5
keyword:
- General Engineering
- Energy Engineering and Power Technology
language:
- iso: eng
publication: Journal of Hardware and Systems Security
publication_identifier:
issn:
- 2509-3428
- 2509-3436
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Post-configuration Activation of Hardware Trojans in FPGAs
type: journal_article
user_id: '72764'
year: '2024'
...
---
_id: '52380'
author:
- first_name: Sören
full_name: Sparmann, Sören
id: '63216'
last_name: Sparmann
- first_name: Sven
full_name: Hüsing, Sven
id: '58465'
last_name: Hüsing
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
citation:
ama: 'Sparmann S, Hüsing S, Schulte C. JuGaze: A Cell-based Eye Tracking and Logging
Tool for Jupyter Notebooks. In: Proceedings of the 23rd Koli Calling International
Conference on Computing Education Research. ACM; 2024. doi:10.1145/3631802.3631824'
apa: 'Sparmann, S., Hüsing, S., & Schulte, C. (2024). JuGaze: A Cell-based Eye
Tracking and Logging Tool for Jupyter Notebooks. Proceedings of the 23rd Koli
Calling International Conference on Computing Education Research. https://doi.org/10.1145/3631802.3631824'
bibtex: '@inproceedings{Sparmann_Hüsing_Schulte_2024, title={JuGaze: A Cell-based
Eye Tracking and Logging Tool for Jupyter Notebooks}, DOI={10.1145/3631802.3631824},
booktitle={Proceedings of the 23rd Koli Calling International Conference on Computing
Education Research}, publisher={ACM}, author={Sparmann, Sören and Hüsing, Sven
and Schulte, Carsten}, year={2024} }'
chicago: 'Sparmann, Sören, Sven Hüsing, and Carsten Schulte. “JuGaze: A Cell-Based
Eye Tracking and Logging Tool for Jupyter Notebooks.” In Proceedings of the
23rd Koli Calling International Conference on Computing Education Research.
ACM, 2024. https://doi.org/10.1145/3631802.3631824.'
ieee: 'S. Sparmann, S. Hüsing, and C. Schulte, “JuGaze: A Cell-based Eye Tracking
and Logging Tool for Jupyter Notebooks,” 2024, doi: 10.1145/3631802.3631824.'
mla: 'Sparmann, Sören, et al. “JuGaze: A Cell-Based Eye Tracking and Logging Tool
for Jupyter Notebooks.” Proceedings of the 23rd Koli Calling International
Conference on Computing Education Research, ACM, 2024, doi:10.1145/3631802.3631824.'
short: 'S. Sparmann, S. Hüsing, C. Schulte, in: Proceedings of the 23rd Koli Calling
International Conference on Computing Education Research, ACM, 2024.'
date_created: 2024-03-08T08:02:10Z
date_updated: 2024-03-21T23:19:13Z
department:
- _id: '67'
doi: 10.1145/3631802.3631824
language:
- iso: eng
publication: Proceedings of the 23rd Koli Calling International Conference on Computing
Education Research
publication_status: published
publisher: ACM
status: public
title: 'JuGaze: A Cell-based Eye Tracking and Logging Tool for Jupyter Notebooks'
type: conference
user_id: '58465'
year: '2024'
...
---
_id: '52379'
author:
- first_name: Sven
full_name: Hüsing, Sven
id: '58465'
last_name: Hüsing
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Sören
full_name: Sparmann, Sören
id: '63216'
last_name: Sparmann
- first_name: Mario
full_name: Bolte, Mario
last_name: Bolte
citation:
ama: 'Hüsing S, Schulte C, Sparmann S, Bolte M. Using Worked Examples for Engaging
in Epistemic Programming Projects. In: Proceedings of the 55th ACM Technical
Symposium on Computer Science Education V. 1. ACM; 2024. doi:10.1145/3626252.3630961'
apa: Hüsing, S., Schulte, C., Sparmann, S., & Bolte, M. (2024). Using Worked
Examples for Engaging in Epistemic Programming Projects. Proceedings of the
55th ACM Technical Symposium on Computer Science Education V. 1. https://doi.org/10.1145/3626252.3630961
bibtex: '@inproceedings{Hüsing_Schulte_Sparmann_Bolte_2024, title={Using Worked
Examples for Engaging in Epistemic Programming Projects}, DOI={10.1145/3626252.3630961},
booktitle={Proceedings of the 55th ACM Technical Symposium on Computer Science
Education V. 1}, publisher={ACM}, author={Hüsing, Sven and Schulte, Carsten and
Sparmann, Sören and Bolte, Mario}, year={2024} }'
chicago: Hüsing, Sven, Carsten Schulte, Sören Sparmann, and Mario Bolte. “Using
Worked Examples for Engaging in Epistemic Programming Projects.” In Proceedings
of the 55th ACM Technical Symposium on Computer Science Education V. 1. ACM,
2024. https://doi.org/10.1145/3626252.3630961.
ieee: 'S. Hüsing, C. Schulte, S. Sparmann, and M. Bolte, “Using Worked Examples
for Engaging in Epistemic Programming Projects,” 2024, doi: 10.1145/3626252.3630961.'
mla: Hüsing, Sven, et al. “Using Worked Examples for Engaging in Epistemic Programming
Projects.” Proceedings of the 55th ACM Technical Symposium on Computer Science
Education V. 1, ACM, 2024, doi:10.1145/3626252.3630961.
short: 'S. Hüsing, C. Schulte, S. Sparmann, M. Bolte, in: Proceedings of the 55th
ACM Technical Symposium on Computer Science Education V. 1, ACM, 2024.'
date_created: 2024-03-08T08:01:50Z
date_updated: 2024-03-21T23:19:04Z
department:
- _id: '67'
doi: 10.1145/3626252.3630961
language:
- iso: eng
publication: Proceedings of the 55th ACM Technical Symposium on Computer Science Education
V. 1
publication_status: published
publisher: ACM
status: public
title: Using Worked Examples for Engaging in Epistemic Programming Projects
type: conference
user_id: '58465'
year: '2024'
...
---
_id: '52827'
author:
- first_name: Lijie
full_name: Hu, Lijie
last_name: Hu
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
- first_name: Lei
full_name: Shen, Lei
last_name: Shen
- first_name: Di
full_name: Wang, Di
last_name: Wang
citation:
ama: 'Hu L, Habernal I, Shen L, Wang D. Differentially Private Natural Language
Models: Recent Advances and Future Directions. In: Graham Y, Purver M, eds. Findings
of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta,
March 17-22, 2024. Association for Computational Linguistics; 2024:478–499.'
apa: 'Hu, L., Habernal, I., Shen, L., & Wang, D. (2024). Differentially Private
Natural Language Models: Recent Advances and Future Directions. In Y. Graham &
M. Purver (Eds.), Findings of the Association for Computational Linguistics:
EACL 2024, St. Julian’s, Malta, March 17-22, 2024 (pp. 478–499). Association
for Computational Linguistics.'
bibtex: '@inproceedings{Hu_Habernal_Shen_Wang_2024, title={Differentially Private
Natural Language Models: Recent Advances and Future Directions}, booktitle={Findings
of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta,
March 17-22, 2024}, publisher={Association for Computational Linguistics}, author={Hu,
Lijie and Habernal, Ivan and Shen, Lei and Wang, Di}, editor={Graham, Yvette and
Purver, Matthew}, year={2024}, pages={478–499} }'
chicago: 'Hu, Lijie, Ivan Habernal, Lei Shen, and Di Wang. “Differentially Private
Natural Language Models: Recent Advances and Future Directions.” In Findings
of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta,
March 17-22, 2024, edited by Yvette Graham and Matthew Purver, 478–499. Association
for Computational Linguistics, 2024.'
ieee: 'L. Hu, I. Habernal, L. Shen, and D. Wang, “Differentially Private Natural
Language Models: Recent Advances and Future Directions,” in Findings of the
Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March
17-22, 2024, 2024, pp. 478–499.'
mla: 'Hu, Lijie, et al. “Differentially Private Natural Language Models: Recent
Advances and Future Directions.” Findings of the Association for Computational
Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, edited by
Yvette Graham and Matthew Purver, Association for Computational Linguistics, 2024,
pp. 478–499.'
short: 'L. Hu, I. Habernal, L. Shen, D. Wang, in: Y. Graham, M. Purver (Eds.), Findings
of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta,
March 17-22, 2024, Association for Computational Linguistics, 2024, pp. 478–499.'
date_created: 2024-03-25T10:30:32Z
date_updated: 2024-03-25T10:31:30Z
department:
- _id: '820'
editor:
- first_name: Yvette
full_name: Graham, Yvette
last_name: Graham
- first_name: Matthew
full_name: Purver, Matthew
last_name: Purver
language:
- iso: eng
page: 478–499
publication: 'Findings of the Association for Computational Linguistics: EACL 2024,
St. Julian’s, Malta, March 17-22, 2024'
publisher: Association for Computational Linguistics
status: public
title: 'Differentially Private Natural Language Models: Recent Advances and Future
Directions'
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '52842'
abstract:
- lang: eng
text: Neural machine translation (NMT) is a widely popular text generation task,
yet there is a considerable research gap in the development of privacy-preserving
NMT models, despite significant data privacy concerns for NMT systems. Differentially
private stochastic gradient descent (DP-SGD) is a popular method for training
machine learning models with concrete privacy guarantees; however, the implementation
specifics of training a model with DP-SGD are not always clarified in existing
models, with differing software libraries used and code bases not always being
public, leading to reproducibility issues. To tackle this, we introduce DP-NMT,
an open-source framework for carrying out research on privacy-preserving NMT with
DP-SGD, bringing together numerous models, datasets, and evaluation metrics in
one systematic software package. Our goal is to provide a platform for researchers
to advance the development of privacy-preserving NMT systems, keeping the specific
details of the DP-SGD algorithm transparent and intuitive to implement. We run
a set of experiments on datasets from both general and privacy-related domains
to demonstrate our framework in use. We make our framework publicly available
and welcome feedback from the community.
author:
- first_name: Timour
full_name: Igamberdiev, Timour
last_name: Igamberdiev
- first_name: Doan Nam Long
full_name: Vu, Doan Nam Long
last_name: Vu
- first_name: Felix
full_name: Kuennecke, Felix
last_name: Kuennecke
- first_name: Zhuo
full_name: Yu, Zhuo
last_name: Yu
- first_name: Jannik
full_name: Holmer, Jannik
last_name: Holmer
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
citation:
ama: 'Igamberdiev T, Vu DNL, Kuennecke F, Yu Z, Holmer J, Habernal I. DP-NMT: Scalable
Differentially Private Machine Translation. In: Aletras N, De Clercq O, eds. Proceedings
of the 18th Conference of the European Chapter of the Association for Computational
Linguistics: System Demonstrations. Association for Computational Linguistics;
2024:94–105.'
apa: 'Igamberdiev, T., Vu, D. N. L., Kuennecke, F., Yu, Z., Holmer, J., & Habernal,
I. (2024). DP-NMT: Scalable Differentially Private Machine Translation. In N.
Aletras & O. De Clercq (Eds.), Proceedings of the 18th Conference of the
European Chapter of the Association for Computational Linguistics: System Demonstrations
(pp. 94–105). Association for Computational Linguistics.'
bibtex: '@inproceedings{Igamberdiev_Vu_Kuennecke_Yu_Holmer_Habernal_2024, place={St.
Julians, Malta}, title={DP-NMT: Scalable Differentially Private Machine Translation},
booktitle={Proceedings of the 18th Conference of the European Chapter of the Association
for Computational Linguistics: System Demonstrations}, publisher={Association
for Computational Linguistics}, author={Igamberdiev, Timour and Vu, Doan Nam Long
and Kuennecke, Felix and Yu, Zhuo and Holmer, Jannik and Habernal, Ivan}, editor={Aletras,
Nikolaos and De Clercq, Orphee}, year={2024}, pages={94–105} }'
chicago: 'Igamberdiev, Timour, Doan Nam Long Vu, Felix Kuennecke, Zhuo Yu, Jannik
Holmer, and Ivan Habernal. “DP-NMT: Scalable Differentially Private Machine Translation.”
In Proceedings of the 18th Conference of the European Chapter of the Association
for Computational Linguistics: System Demonstrations, edited by Nikolaos Aletras
and Orphee De Clercq, 94–105. St. Julians, Malta: Association for Computational
Linguistics, 2024.'
ieee: 'T. Igamberdiev, D. N. L. Vu, F. Kuennecke, Z. Yu, J. Holmer, and I. Habernal,
“DP-NMT: Scalable Differentially Private Machine Translation,” in Proceedings
of the 18th Conference of the European Chapter of the Association for Computational
Linguistics: System Demonstrations, 2024, pp. 94–105.'
mla: 'Igamberdiev, Timour, et al. “DP-NMT: Scalable Differentially Private Machine
Translation.” Proceedings of the 18th Conference of the European Chapter of
the Association for Computational Linguistics: System Demonstrations, edited
by Nikolaos Aletras and Orphee De Clercq, Association for Computational Linguistics,
2024, pp. 94–105.'
short: 'T. Igamberdiev, D.N.L. Vu, F. Kuennecke, Z. Yu, J. Holmer, I. Habernal,
in: N. Aletras, O. De Clercq (Eds.), Proceedings of the 18th Conference of the
European Chapter of the Association for Computational Linguistics: System Demonstrations,
Association for Computational Linguistics, St. Julians, Malta, 2024, pp. 94–105.'
date_created: 2024-03-25T11:30:44Z
date_updated: 2024-03-25T11:31:12Z
department:
- _id: '820'
editor:
- first_name: Nikolaos
full_name: Aletras, Nikolaos
last_name: Aletras
- first_name: Orphee
full_name: De Clercq, Orphee
last_name: De Clercq
language:
- iso: eng
page: 94–105
place: St. Julians, Malta
publication: 'Proceedings of the 18th Conference of the European Chapter of the Association
for Computational Linguistics: System Demonstrations'
publisher: Association for Computational Linguistics
status: public
title: 'DP-NMT: Scalable Differentially Private Machine Translation'
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '53095'
author:
- first_name: Kamran
full_name: Razavi, Kamran
last_name: Razavi
- first_name: Saeid
full_name: Ghafouri, Saeid
last_name: Ghafouri
- first_name: Max
full_name: Mühlhäuser, Max
last_name: Mühlhäuser
- first_name: Pooyan
full_name: Jamshidi, Pooyan
last_name: Jamshidi
- first_name: Lin
full_name: Wang, Lin
id: '102868'
last_name: Wang
citation:
ama: 'Razavi K, Ghafouri S, Mühlhäuser M, Jamshidi P, Wang L. Sponge: Inference
Serving with Dynamic SLOs Using In-Place Vertical Scaling. In: Proceedings
of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with
EuroSys 2024. ACM; 2024.'
apa: 'Razavi, K., Ghafouri, S., Mühlhäuser, M., Jamshidi, P., & Wang, L. (2024).
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. Proceedings
of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with
EuroSys 2024. The 4th Workshop on Machine Learning and Systems (EuroMLSys),
colocated with EuroSys 2024, Athens, Greece.'
bibtex: '@inproceedings{Razavi_Ghafouri_Mühlhäuser_Jamshidi_Wang_2024, title={Sponge:
Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling}, booktitle={Proceedings
of the 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with
EuroSys 2024}, publisher={ACM}, author={Razavi, Kamran and Ghafouri, Saeid and
Mühlhäuser, Max and Jamshidi, Pooyan and Wang, Lin}, year={2024} }'
chicago: 'Razavi, Kamran, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, and Lin
Wang. “Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling.”
In Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys),
Colocated with EuroSys 2024. ACM, 2024.'
ieee: 'K. Razavi, S. Ghafouri, M. Mühlhäuser, P. Jamshidi, and L. Wang, “Sponge:
Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling,” presented
at the The 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated
with EuroSys 2024, Athens, Greece, 2024.'
mla: 'Razavi, Kamran, et al. “Sponge: Inference Serving with Dynamic SLOs Using
In-Place Vertical Scaling.” Proceedings of the 4th Workshop on Machine Learning
and Systems (EuroMLSys), Colocated with EuroSys 2024, ACM, 2024.'
short: 'K. Razavi, S. Ghafouri, M. Mühlhäuser, P. Jamshidi, L. Wang, in: Proceedings
of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with
EuroSys 2024, ACM, 2024.'
conference:
end_date: 2024-04-22
location: Athens, Greece
name: The 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with
EuroSys 2024
start_date: 2024-04-22
date_created: 2024-03-28T12:00:49Z
date_updated: 2024-03-28T12:02:23Z
department:
- _id: '34'
- _id: '7'
- _id: '75'
language:
- iso: eng
publication: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys),
colocated with EuroSys 2024
publisher: ACM
status: public
title: 'Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling'
type: conference
user_id: '102868'
year: '2024'
...
---
_id: '35083'
author:
- first_name: Andreas Peter
full_name: Dann, Andreas Peter
id: '26886'
last_name: Dann
- first_name: Ben
full_name: Hermann, Ben
id: '66173'
last_name: Hermann
orcid: 0000-0001-9848-2017
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Dann AP, Hermann B, Bodden E. UpCy: Safely Updating Outdated Dependencies.
Published online 2023.'
apa: 'Dann, A. P., Hermann, B., & Bodden, E. (2023). UpCy: Safely Updating
Outdated Dependencies.'
bibtex: '@article{Dann_Hermann_Bodden_2023, series={International Conference on
Software Engineering (ICSE)}, title={UpCy: Safely Updating Outdated Dependencies},
author={Dann, Andreas Peter and Hermann, Ben and Bodden, Eric}, year={2023}, collection={International
Conference on Software Engineering (ICSE)} }'
chicago: 'Dann, Andreas Peter, Ben Hermann, and Eric Bodden. “UpCy: Safely Updating
Outdated Dependencies.” International Conference on Software Engineering (ICSE),
2023.'
ieee: 'A. P. Dann, B. Hermann, and E. Bodden, “UpCy: Safely Updating Outdated Dependencies.”
2023.'
mla: 'Dann, Andreas Peter, et al. UpCy: Safely Updating Outdated Dependencies.
2023.'
short: A.P. Dann, B. Hermann, E. Bodden, (2023).
date_created: 2023-01-02T09:26:50Z
date_updated: 2023-01-02T09:28:32Z
department:
- _id: '76'
language:
- iso: eng
series_title: International Conference on Software Engineering (ICSE)
status: public
title: 'UpCy: Safely Updating Outdated Dependencies'
type: conference
user_id: '15249'
year: '2023'
...
---
_id: '21199'
abstract:
- lang: eng
text: "As in almost every other branch of science, the major advances in data\r\nscience
and machine learning have also resulted in significant improvements\r\nregarding
the modeling and simulation of nonlinear dynamical systems. It is\r\nnowadays
possible to make accurate medium to long-term predictions of highly\r\ncomplex
systems such as the weather, the dynamics within a nuclear fusion\r\nreactor,
of disease models or the stock market in a very efficient manner. In\r\nmany cases,
predictive methods are advertised to ultimately be useful for\r\ncontrol, as the
control of high-dimensional nonlinear systems is an engineering\r\ngrand challenge
with huge potential in areas such as clean and efficient energy\r\nproduction,
or the development of advanced medical devices. However, the\r\nquestion of how
to use a predictive model for control is often left unanswered\r\ndue to the associated
challenges, namely a significantly higher system\r\ncomplexity, the requirement
of much larger data sets and an increased and often\r\nproblem-specific modeling
effort. To solve these issues, we present a universal\r\nframework (which we call
QuaSiModO:\r\nQuantization-Simulation-Modeling-Optimization) to transform arbitrary\r\npredictive
models into control systems and use them for feedback control. The\r\nadvantages
of our approach are a linear increase in data requirements with\r\nrespect to
the control dimension, performance guarantees that rely exclusively\r\non the
accuracy of the predictive model, and only little prior knowledge\r\nrequirements
in control theory to solve complex control problems. In particular\r\nthe latter
point is of key importance to enable a large number of researchers\r\nand practitioners
to exploit the ever increasing capabilities of predictive\r\nmodels for control
in a straight-forward and systematic fashion."
article_number: '110840'
author:
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Katharina
full_name: Bieker, Katharina
id: '32829'
last_name: Bieker
citation:
ama: Peitz S, Bieker K. On the Universal Transformation of Data-Driven Models to
Control Systems. Automatica. 2023;149. doi:10.1016/j.automatica.2022.110840
apa: Peitz, S., & Bieker, K. (2023). On the Universal Transformation of Data-Driven
Models to Control Systems. Automatica, 149, Article 110840. https://doi.org/10.1016/j.automatica.2022.110840
bibtex: '@article{Peitz_Bieker_2023, title={On the Universal Transformation of Data-Driven
Models to Control Systems}, volume={149}, DOI={10.1016/j.automatica.2022.110840},
number={110840}, journal={Automatica}, publisher={Elsevier}, author={Peitz, Sebastian
and Bieker, Katharina}, year={2023} }'
chicago: Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation
of Data-Driven Models to Control Systems.” Automatica 149 (2023). https://doi.org/10.1016/j.automatica.2022.110840.
ieee: 'S. Peitz and K. Bieker, “On the Universal Transformation of Data-Driven Models
to Control Systems,” Automatica, vol. 149, Art. no. 110840, 2023, doi:
10.1016/j.automatica.2022.110840.'
mla: Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation of
Data-Driven Models to Control Systems.” Automatica, vol. 149, 110840, Elsevier,
2023, doi:10.1016/j.automatica.2022.110840.
short: S. Peitz, K. Bieker, Automatica 149 (2023).
date_created: 2021-02-10T07:04:15Z
date_updated: 2023-01-07T12:01:58Z
department:
- _id: '101'
- _id: '655'
doi: 10.1016/j.automatica.2022.110840
intvolume: ' 149'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.sciencedirect.com/science/article/pii/S0005109822007075/pdfft?isDTMRedir=true&download=true
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Automatica
publication_status: published
publisher: Elsevier
status: public
title: On the Universal Transformation of Data-Driven Models to Control Systems
type: journal_article
user_id: '47427'
volume: 149
year: '2023'
...
---
_id: '37553'
author:
- first_name: Elena
full_name: Schrader, Elena
last_name: Schrader
- first_name: Ruslan
full_name: Bernijazov, Ruslan
last_name: Bernijazov
- first_name: Marc
full_name: Foullois, Marc
last_name: Foullois
- first_name: Michael
full_name: Hillebrand, Michael
last_name: Hillebrand
- first_name: Lydia
full_name: Kaiser, Lydia
last_name: Kaiser
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Schrader E, Bernijazov R, Foullois M, Hillebrand M, Kaiser L, Dumitrescu R.
Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering.
In: 2022 IEEE International Symposium on Systems Engineering (ISSE). IEEE;
2023. doi:10.1109/isse54508.2022.10005487'
apa: Schrader, E., Bernijazov, R., Foullois, M., Hillebrand, M., Kaiser, L., &
Dumitrescu, R. (2023). Examples of AI-based Assistance Systems in context of Model-Based
Systems Engineering. 2022 IEEE International Symposium on Systems Engineering
(ISSE). https://doi.org/10.1109/isse54508.2022.10005487
bibtex: '@inproceedings{Schrader_Bernijazov_Foullois_Hillebrand_Kaiser_Dumitrescu_2023,
title={Examples of AI-based Assistance Systems in context of Model-Based Systems
Engineering}, DOI={10.1109/isse54508.2022.10005487},
booktitle={2022 IEEE International Symposium on Systems Engineering (ISSE)}, publisher={IEEE},
author={Schrader, Elena and Bernijazov, Ruslan and Foullois, Marc and Hillebrand,
Michael and Kaiser, Lydia and Dumitrescu, Roman}, year={2023} }'
chicago: Schrader, Elena, Ruslan Bernijazov, Marc Foullois, Michael Hillebrand,
Lydia Kaiser, and Roman Dumitrescu. “Examples of AI-Based Assistance Systems in
Context of Model-Based Systems Engineering.” In 2022 IEEE International Symposium
on Systems Engineering (ISSE). IEEE, 2023. https://doi.org/10.1109/isse54508.2022.10005487.
ieee: 'E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, and R.
Dumitrescu, “Examples of AI-based Assistance Systems in context of Model-Based
Systems Engineering,” 2023, doi: 10.1109/isse54508.2022.10005487.'
mla: Schrader, Elena, et al. “Examples of AI-Based Assistance Systems in Context
of Model-Based Systems Engineering.” 2022 IEEE International Symposium on Systems
Engineering (ISSE), IEEE, 2023, doi:10.1109/isse54508.2022.10005487.
short: 'E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, R. Dumitrescu,
in: 2022 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2023.'
date_created: 2023-01-19T10:39:14Z
date_updated: 2023-01-19T10:43:05Z
department:
- _id: '563'
doi: 10.1109/isse54508.2022.10005487
language:
- iso: eng
publication: 2022 IEEE International Symposium on Systems Engineering (ISSE)
publication_status: published
publisher: IEEE
status: public
title: Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '35426'
author:
- first_name: Cedric
full_name: Richter, Cedric
id: '50003'
last_name: Richter
- first_name: Jan Frederik
full_name: Haltermann, Jan Frederik
id: '44413'
last_name: Haltermann
- first_name: Marie-Christine
full_name: Jakobs, Marie-Christine
last_name: Jakobs
- first_name: Felix
full_name: Pauck, Felix
id: '22398'
last_name: Pauck
- first_name: Stefan
full_name: Schott, Stefan
id: '54847'
last_name: Schott
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
citation:
ama: 'Richter C, Haltermann JF, Jakobs M-C, Pauck F, Schott S, Wehrheim H. Are Neural
Bug Detectors Comparable to Software Developers on Variable Misuse Bugs? In: 37th
IEEE/ACM International Conference on Automated Software Engineering. ACM;
2023. doi:10.1145/3551349.3561156'
apa: Richter, C., Haltermann, J. F., Jakobs, M.-C., Pauck, F., Schott, S., &
Wehrheim, H. (2023). Are Neural Bug Detectors Comparable to Software Developers
on Variable Misuse Bugs? 37th IEEE/ACM International Conference on Automated
Software Engineering. https://doi.org/10.1145/3551349.3561156
bibtex: '@inproceedings{Richter_Haltermann_Jakobs_Pauck_Schott_Wehrheim_2023, title={Are
Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?},
DOI={10.1145/3551349.3561156},
booktitle={37th IEEE/ACM International Conference on Automated Software Engineering},
publisher={ACM}, author={Richter, Cedric and Haltermann, Jan Frederik and Jakobs,
Marie-Christine and Pauck, Felix and Schott, Stefan and Wehrheim, Heike}, year={2023}
}'
chicago: Richter, Cedric, Jan Frederik Haltermann, Marie-Christine Jakobs, Felix
Pauck, Stefan Schott, and Heike Wehrheim. “Are Neural Bug Detectors Comparable
to Software Developers on Variable Misuse Bugs?” In 37th IEEE/ACM International
Conference on Automated Software Engineering. ACM, 2023. https://doi.org/10.1145/3551349.3561156.
ieee: 'C. Richter, J. F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, and H. Wehrheim,
“Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse
Bugs?,” 2023, doi: 10.1145/3551349.3561156.'
mla: Richter, Cedric, et al. “Are Neural Bug Detectors Comparable to Software Developers
on Variable Misuse Bugs?” 37th IEEE/ACM International Conference on Automated
Software Engineering, ACM, 2023, doi:10.1145/3551349.3561156.
short: 'C. Richter, J.F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, H. Wehrheim,
in: 37th IEEE/ACM International Conference on Automated Software Engineering,
ACM, 2023.'
date_created: 2023-01-09T06:28:44Z
date_updated: 2023-01-19T13:50:18Z
department:
- _id: '77'
doi: 10.1145/3551349.3561156
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1145/3551349.3561156
oa: '1'
project:
- _id: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '12'
name: 'SFB 901 - B4: SFB 901 - Subproject B4'
- _id: '1'
name: 'SFB 901: SFB 901'
publication: 37th IEEE/ACM International Conference on Automated Software Engineering
publication_status: published
publisher: ACM
status: public
title: Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse
Bugs?
type: conference
user_id: '477'
year: '2023'
...
---
_id: '36848'
author:
- first_name: Stefan
full_name: Schott, Stefan
id: '54847'
last_name: Schott
- first_name: Felix
full_name: Pauck, Felix
id: '22398'
last_name: Pauck
citation:
ama: 'Schott S, Pauck F. Benchmark Fuzzing for Android Taint Analyses. In: 2022
IEEE 22nd International Working Conference on Source Code Analysis and Manipulation
(SCAM). IEEE; 2023. doi:10.1109/scam55253.2022.00007'
apa: Schott, S., & Pauck, F. (2023). Benchmark Fuzzing for Android Taint Analyses.
2022 IEEE 22nd International Working Conference on Source Code Analysis and
Manipulation (SCAM). https://doi.org/10.1109/scam55253.2022.00007
bibtex: '@inproceedings{Schott_Pauck_2023, title={Benchmark Fuzzing for Android
Taint Analyses}, DOI={10.1109/scam55253.2022.00007},
booktitle={2022 IEEE 22nd International Working Conference on Source Code Analysis
and Manipulation (SCAM)}, publisher={IEEE}, author={Schott, Stefan and Pauck,
Felix}, year={2023} }'
chicago: Schott, Stefan, and Felix Pauck. “Benchmark Fuzzing for Android Taint Analyses.”
In 2022 IEEE 22nd International Working Conference on Source Code Analysis
and Manipulation (SCAM). IEEE, 2023. https://doi.org/10.1109/scam55253.2022.00007.
ieee: 'S. Schott and F. Pauck, “Benchmark Fuzzing for Android Taint Analyses,” 2023,
doi: 10.1109/scam55253.2022.00007.'
mla: Schott, Stefan, and Felix Pauck. “Benchmark Fuzzing for Android Taint Analyses.”
2022 IEEE 22nd International Working Conference on Source Code Analysis and
Manipulation (SCAM), IEEE, 2023, doi:10.1109/scam55253.2022.00007.
short: 'S. Schott, F. Pauck, in: 2022 IEEE 22nd International Working Conference
on Source Code Analysis and Manipulation (SCAM), IEEE, 2023.'
date_created: 2023-01-16T07:17:12Z
date_updated: 2023-01-19T13:49:06Z
department:
- _id: '77'
doi: 10.1109/scam55253.2022.00007
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10006876
project:
- _id: '107'
name: 'SFB 901 - T3: SFB 901 -Subproject T3'
- _id: '82'
name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '1'
name: 'SFB 901: SFB 901'
publication: 2022 IEEE 22nd International Working Conference on Source Code Analysis
and Manipulation (SCAM)
publication_status: published
publisher: IEEE
status: public
title: Benchmark Fuzzing for Android Taint Analyses
type: conference
user_id: '477'
year: '2023'
...
---
_id: '35427'
author:
- first_name: Felix
full_name: Pauck, Felix
id: '22398'
last_name: Pauck
citation:
ama: 'Pauck F. Scaling Arbitrary Android App Analyses. In: 37th IEEE/ACM International
Conference on Automated Software Engineering. ACM; 2023. doi:10.1145/3551349.3561339'
apa: Pauck, F. (2023). Scaling Arbitrary Android App Analyses. 37th IEEE/ACM
International Conference on Automated Software Engineering. https://doi.org/10.1145/3551349.3561339
bibtex: '@inproceedings{Pauck_2023, title={Scaling Arbitrary Android App Analyses},
DOI={10.1145/3551349.3561339},
booktitle={37th IEEE/ACM International Conference on Automated Software Engineering},
publisher={ACM}, author={Pauck, Felix}, year={2023} }'
chicago: Pauck, Felix. “Scaling Arbitrary Android App Analyses.” In 37th IEEE/ACM
International Conference on Automated Software Engineering. ACM, 2023. https://doi.org/10.1145/3551349.3561339.
ieee: 'F. Pauck, “Scaling Arbitrary Android App Analyses,” 2023, doi: 10.1145/3551349.3561339.'
mla: Pauck, Felix. “Scaling Arbitrary Android App Analyses.” 37th IEEE/ACM International
Conference on Automated Software Engineering, ACM, 2023, doi:10.1145/3551349.3561339.
short: 'F. Pauck, in: 37th IEEE/ACM International Conference on Automated Software
Engineering, ACM, 2023.'
date_created: 2023-01-09T06:32:33Z
date_updated: 2023-01-19T13:49:52Z
department:
- _id: '77'
doi: 10.1145/3551349.3561339
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1145/3551349.3561339
oa: '1'
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '12'
name: 'SFB 901 - B4: SFB 901 - Subproject B4'
publication: 37th IEEE/ACM International Conference on Automated Software Engineering
publication_status: published
publisher: ACM
status: public
title: Scaling Arbitrary Android App Analyses
type: conference
user_id: '477'
year: '2023'
...
---
_id: '38031'
abstract:
- lang: eng
text: "We consider the data-driven approximation of the Koopman operator for\r\nstochastic
differential equations on reproducing kernel Hilbert spaces (RKHS).\r\nOur focus
is on the estimation error if the data are collected from long-term\r\nergodic
simulations. We derive both an exact expression for the variance of the\r\nkernel
cross-covariance operator, measured in the Hilbert-Schmidt norm, and\r\nprobabilistic
bounds for the finite-data estimation error. Moreover, we derive\r\na bound on
the prediction error of observables in the RKHS using a finite\r\nMercer series
expansion. Further, assuming Koopman-invariance of the RKHS, we\r\nprovide bounds
on the full approximation error. Numerical experiments using the\r\nOrnstein-Uhlenbeck
process illustrate our results."
author:
- first_name: Friedrich
full_name: Philipp, Friedrich
last_name: Philipp
- first_name: Manuel
full_name: Schaller, Manuel
last_name: Schaller
- first_name: Karl
full_name: Worthmann, Karl
last_name: Worthmann
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Feliks
full_name: Nüske, Feliks
last_name: Nüske
citation:
ama: Philipp F, Schaller M, Worthmann K, Peitz S, Nüske F. Error bounds for kernel-based
approximations of the Koopman operator. arXiv:230108637. Published online
2023.
apa: Philipp, F., Schaller, M., Worthmann, K., Peitz, S., & Nüske, F. (2023).
Error bounds for kernel-based approximations of the Koopman operator. In arXiv:2301.08637.
bibtex: '@article{Philipp_Schaller_Worthmann_Peitz_Nüske_2023, title={Error bounds
for kernel-based approximations of the Koopman operator}, journal={arXiv:2301.08637},
author={Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl and Peitz,
Sebastian and Nüske, Feliks}, year={2023} }'
chicago: Philipp, Friedrich, Manuel Schaller, Karl Worthmann, Sebastian Peitz, and
Feliks Nüske. “Error Bounds for Kernel-Based Approximations of the Koopman Operator.”
ArXiv:2301.08637, 2023.
ieee: F. Philipp, M. Schaller, K. Worthmann, S. Peitz, and F. Nüske, “Error bounds
for kernel-based approximations of the Koopman operator,” arXiv:2301.08637.
2023.
mla: Philipp, Friedrich, et al. “Error Bounds for Kernel-Based Approximations of
the Koopman Operator.” ArXiv:2301.08637, 2023.
short: F. Philipp, M. Schaller, K. Worthmann, S. Peitz, F. Nüske, ArXiv:2301.08637
(2023).
date_created: 2023-01-23T07:03:39Z
date_updated: 2023-01-23T07:04:12Z
department:
- _id: '655'
external_id:
arxiv:
- '2301.08637'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/2301.08637
oa: '1'
publication: arXiv:2301.08637
status: public
title: Error bounds for kernel-based approximations of the Koopman operator
type: preprint
user_id: '47427'
year: '2023'
...
---
_id: '40440'
author:
- first_name: Matthias
full_name: Pilot, Matthias
last_name: Pilot
citation:
ama: Pilot M. Updatable Privacy-Preserving Reputation System Based on Blockchain.;
2023.
apa: Pilot, M. (2023). Updatable Privacy-Preserving Reputation System based on
Blockchain.
bibtex: '@book{Pilot_2023, title={Updatable Privacy-Preserving Reputation System
based on Blockchain}, author={Pilot, Matthias}, year={2023} }'
chicago: Pilot, Matthias. Updatable Privacy-Preserving Reputation System Based
on Blockchain, 2023.
ieee: M. Pilot, Updatable Privacy-Preserving Reputation System based on Blockchain.
2023.
mla: Pilot, Matthias. Updatable Privacy-Preserving Reputation System Based on
Blockchain. 2023.
short: M. Pilot, Updatable Privacy-Preserving Reputation System Based on Blockchain,
2023.
date_created: 2023-01-26T16:07:19Z
date_updated: 2023-01-26T16:08:11Z
department:
- _id: '7'
- _id: '64'
extern: '1'
language:
- iso: eng
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
name: 'SFB 901 - C1: SFB 901 - Subproject C1'
status: public
supervisor:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
title: Updatable Privacy-Preserving Reputation System based on Blockchain
type: mastersthesis
user_id: '27207'
year: '2023'
...
---
_id: '40511'
author:
- first_name: Sven
full_name: Hüsing, Sven
id: '58465'
last_name: Hüsing
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Felix
full_name: Winkelnkemper, Felix
id: '3117'
last_name: Winkelnkemper
citation:
ama: 'Hüsing S, Schulte C, Winkelnkemper F. Epistemic Programming. In: Computer
Science Education. Bloomsbury Academic; 2023. doi:10.5040/9781350296947.ch-022'
apa: Hüsing, S., Schulte, C., & Winkelnkemper, F. (2023). Epistemic Programming.
In Computer Science Education. Bloomsbury Academic. https://doi.org/10.5040/9781350296947.ch-022
bibtex: '@inbook{Hüsing_Schulte_Winkelnkemper_2023, title={Epistemic Programming},
DOI={10.5040/9781350296947.ch-022},
booktitle={Computer Science Education}, publisher={Bloomsbury Academic}, author={Hüsing,
Sven and Schulte, Carsten and Winkelnkemper, Felix}, year={2023} }'
chicago: Hüsing, Sven, Carsten Schulte, and Felix Winkelnkemper. “Epistemic Programming.”
In Computer Science Education. Bloomsbury Academic, 2023. https://doi.org/10.5040/9781350296947.ch-022.
ieee: S. Hüsing, C. Schulte, and F. Winkelnkemper, “Epistemic Programming,” in Computer
Science Education, Bloomsbury Academic, 2023.
mla: Hüsing, Sven, et al. “Epistemic Programming.” Computer Science Education,
Bloomsbury Academic, 2023, doi:10.5040/9781350296947.ch-022.
short: 'S. Hüsing, C. Schulte, F. Winkelnkemper, in: Computer Science Education,
Bloomsbury Academic, 2023.'
date_created: 2023-01-27T12:25:37Z
date_updated: 2023-01-27T12:26:06Z
department:
- _id: '67'
doi: 10.5040/9781350296947.ch-022
language:
- iso: eng
publication: Computer Science Education
publication_identifier:
isbn:
- '9781350296916'
- '9781350296909'
- '9781350296930'
- '9781350296923'
- '9781350296947'
publication_status: published
publisher: Bloomsbury Academic
status: public
title: Epistemic Programming
type: book_chapter
user_id: '58465'
year: '2023'
...
---
_id: '33947'
article_type: original
author:
- first_name: Jannik
full_name: Castenow, Jannik
id: '38705'
last_name: Castenow
- first_name: Jonas
full_name: Harbig, Jonas
id: '47213'
last_name: Harbig
- first_name: Daniel
full_name: Jung, Daniel
id: '37827'
last_name: Jung
- first_name: Till
full_name: Knollmann, Till
id: '39241'
last_name: Knollmann
orcid: 0000-0003-2014-4696
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
citation:
ama: Castenow J, Harbig J, Jung D, Knollmann T, Meyer auf der Heide F. Gathering
a Euclidean Closed Chain of Robots in Linear Time and Improved Algorithms for
Chain-Formation. Theoretical Computer Science. 2023;939:261-291. doi:10.1016/j.tcs.2022.10.031
apa: Castenow, J., Harbig, J., Jung, D., Knollmann, T., & Meyer auf der Heide,
F. (2023). Gathering a Euclidean Closed Chain of Robots in Linear Time and Improved
Algorithms for Chain-Formation. Theoretical Computer Science, 939,
261–291. https://doi.org/10.1016/j.tcs.2022.10.031
bibtex: '@article{Castenow_Harbig_Jung_Knollmann_Meyer auf der Heide_2023, title={Gathering
a Euclidean Closed Chain of Robots in Linear Time and Improved Algorithms for
Chain-Formation}, volume={939}, DOI={10.1016/j.tcs.2022.10.031},
journal={Theoretical Computer Science}, publisher={Elsevier BV}, author={Castenow,
Jannik and Harbig, Jonas and Jung, Daniel and Knollmann, Till and Meyer auf der
Heide, Friedhelm}, year={2023}, pages={261–291} }'
chicago: 'Castenow, Jannik, Jonas Harbig, Daniel Jung, Till Knollmann, and Friedhelm
Meyer auf der Heide. “Gathering a Euclidean Closed Chain of Robots in Linear Time
and Improved Algorithms for Chain-Formation.” Theoretical Computer Science
939 (2023): 261–91. https://doi.org/10.1016/j.tcs.2022.10.031.'
ieee: 'J. Castenow, J. Harbig, D. Jung, T. Knollmann, and F. Meyer auf der Heide,
“Gathering a Euclidean Closed Chain of Robots in Linear Time and Improved Algorithms
for Chain-Formation,” Theoretical Computer Science, vol. 939, pp. 261–291,
2023, doi: 10.1016/j.tcs.2022.10.031.'
mla: Castenow, Jannik, et al. “Gathering a Euclidean Closed Chain of Robots in Linear
Time and Improved Algorithms for Chain-Formation.” Theoretical Computer Science,
vol. 939, Elsevier BV, 2023, pp. 261–91, doi:10.1016/j.tcs.2022.10.031.
short: J. Castenow, J. Harbig, D. Jung, T. Knollmann, F. Meyer auf der Heide, Theoretical
Computer Science 939 (2023) 261–291.
date_created: 2022-10-28T05:11:16Z
date_updated: 2023-01-30T09:20:09Z
department:
- _id: '63'
doi: 10.1016/j.tcs.2022.10.031
external_id:
arxiv:
- '2010.04424 '
intvolume: ' 939'
keyword:
- General Computer Science
- Theoretical Computer Science
language:
- iso: eng
page: 261-291
project:
- _id: '106'
name: 'Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme'
publication: Theoretical Computer Science
publication_identifier:
issn:
- 0304-3975
publication_status: published
publisher: Elsevier BV
status: public
title: Gathering a Euclidean Closed Chain of Robots in Linear Time and Improved Algorithms
for Chain-Formation
type: journal_article
user_id: '38705'
volume: 939
year: '2023'
...
---
_id: '41812'
author:
- first_name: Linghui
full_name: Luo, Linghui
last_name: Luo
- first_name: Goran
full_name: Piskachev, Goran
id: '41936'
last_name: Piskachev
orcid: 0000-0003-4424-5838
- first_name: Ranjith
full_name: Krishnamurthy, Ranjith
id: '78060'
last_name: Krishnamurthy
orcid: 0000-0002-0906-5463
- first_name: Julian
full_name: Dolby, Julian
last_name: Dolby
- first_name: Martin
full_name: Schäf, Martin
last_name: Schäf
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Luo L, Piskachev G, Krishnamurthy R, Dolby J, Schäf M, Bodden E. Model Generation
For Java Frameworks. In: IEEE International Conference on Software Testing,
Verification and Validation (ICST). ; 2023.'
apa: Luo, L., Piskachev, G., Krishnamurthy, R., Dolby, J., Schäf, M., & Bodden,
E. (2023). Model Generation For Java Frameworks. IEEE International Conference
on Software Testing, Verification and Validation (ICST).
bibtex: '@inproceedings{Luo_Piskachev_Krishnamurthy_Dolby_Schäf_Bodden_2023, title={Model
Generation For Java Frameworks}, booktitle={IEEE International Conference on Software
Testing, Verification and Validation (ICST)}, author={Luo, Linghui and Piskachev,
Goran and Krishnamurthy, Ranjith and Dolby, Julian and Schäf, Martin and Bodden,
Eric}, year={2023} }'
chicago: Luo, Linghui, Goran Piskachev, Ranjith Krishnamurthy, Julian Dolby, Martin
Schäf, and Eric Bodden. “Model Generation For Java Frameworks.” In IEEE International
Conference on Software Testing, Verification and Validation (ICST), 2023.
ieee: L. Luo, G. Piskachev, R. Krishnamurthy, J. Dolby, M. Schäf, and E. Bodden,
“Model Generation For Java Frameworks,” 2023.
mla: Luo, Linghui, et al. “Model Generation For Java Frameworks.” IEEE International
Conference on Software Testing, Verification and Validation (ICST), 2023.
short: 'L. Luo, G. Piskachev, R. Krishnamurthy, J. Dolby, M. Schäf, E. Bodden, in:
IEEE International Conference on Software Testing, Verification and Validation
(ICST), 2023.'
date_created: 2023-02-06T10:37:23Z
date_updated: 2023-02-06T10:42:29Z
department:
- _id: '76'
- _id: '662'
language:
- iso: eng
publication: IEEE International Conference on Software Testing, Verification and Validation
(ICST)
status: public
title: Model Generation For Java Frameworks
type: conference
user_id: '15249'
year: '2023'
...
---
_id: '41813'
author:
- first_name: Ashwin Prasad
full_name: Shivarpatna Venkatesh, Ashwin Prasad
id: '66637'
last_name: Shivarpatna Venkatesh
- first_name: Jiawei
full_name: Wang, Jiawei
last_name: Wang
- first_name: Li
full_name: Li, Li
last_name: Li
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Shivarpatna Venkatesh AP, Wang J, Li L, Bodden E. Enhancing Comprehension
and Navigation in Jupyter Notebooks with Static Analysis. In: IEEE International
Conference on Software Analysis, Evolution and Reengineering (SANER). ; 2023.'
apa: Shivarpatna Venkatesh, A. P., Wang, J., Li, L., & Bodden, E. (2023). Enhancing
Comprehension and Navigation in Jupyter Notebooks with Static Analysis. IEEE
International Conference on Software Analysis, Evolution and Reengineering (SANER).
bibtex: '@inproceedings{Shivarpatna Venkatesh_Wang_Li_Bodden_2023, title={Enhancing
Comprehension and Navigation in Jupyter Notebooks with Static Analysis}, booktitle={IEEE
International Conference on Software Analysis, Evolution and Reengineering (SANER)},
author={Shivarpatna Venkatesh, Ashwin Prasad and Wang, Jiawei and Li, Li and Bodden,
Eric}, year={2023} }'
chicago: Shivarpatna Venkatesh, Ashwin Prasad, Jiawei Wang, Li Li, and Eric Bodden.
“Enhancing Comprehension and Navigation in Jupyter Notebooks with Static Analysis.”
In IEEE International Conference on Software Analysis, Evolution and Reengineering
(SANER), 2023.
ieee: A. P. Shivarpatna Venkatesh, J. Wang, L. Li, and E. Bodden, “Enhancing Comprehension
and Navigation in Jupyter Notebooks with Static Analysis,” 2023.
mla: Shivarpatna Venkatesh, Ashwin Prasad, et al. “Enhancing Comprehension and Navigation
in Jupyter Notebooks with Static Analysis.” IEEE International Conference on
Software Analysis, Evolution and Reengineering (SANER), 2023.
short: 'A.P. Shivarpatna Venkatesh, J. Wang, L. Li, E. Bodden, in: IEEE International
Conference on Software Analysis, Evolution and Reengineering (SANER), 2023.'
date_created: 2023-02-06T10:44:08Z
date_updated: 2023-02-06T10:46:00Z
department:
- _id: '76'
language:
- iso: eng
publication: IEEE International Conference on Software Analysis, Evolution and Reengineering
(SANER)
status: public
title: Enhancing Comprehension and Navigation in Jupyter Notebooks with Static Analysis
type: conference
user_id: '15249'
year: '2023'
...
---
_id: '34402'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Jonas
full_name: Klauke, Jonas
id: '40915'
last_name: Klauke
orcid: 0000-0001-9160-9636
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: Yigitbas E, Klauke J, Gottschalk S, Engels G. End-User Development of Interactive
Web-Based Virtual Reality Scenes. Journal on Computer Languages (COLA) .
Published online 2023.
apa: Yigitbas, E., Klauke, J., Gottschalk, S., & Engels, G. (2023). End-User
Development of Interactive Web-Based Virtual Reality Scenes. Journal on Computer
Languages (COLA) .
bibtex: '@article{Yigitbas_Klauke_Gottschalk_Engels_2023, title={End-User Development
of Interactive Web-Based Virtual Reality Scenes}, journal={Journal on Computer
Languages (COLA) }, publisher={Elsevier}, author={Yigitbas, Enes and Klauke, Jonas
and Gottschalk, Sebastian and Engels, Gregor}, year={2023} }'
chicago: Yigitbas, Enes, Jonas Klauke, Sebastian Gottschalk, and Gregor Engels.
“End-User Development of Interactive Web-Based Virtual Reality Scenes.” Journal
on Computer Languages (COLA) , 2023.
ieee: E. Yigitbas, J. Klauke, S. Gottschalk, and G. Engels, “End-User Development
of Interactive Web-Based Virtual Reality Scenes,” Journal on Computer Languages
(COLA) , 2023.
mla: Yigitbas, Enes, et al. “End-User Development of Interactive Web-Based Virtual
Reality Scenes.” Journal on Computer Languages (COLA) , Elsevier, 2023.
short: E. Yigitbas, J. Klauke, S. Gottschalk, G. Engels, Journal on Computer Languages
(COLA) (2023).
date_created: 2022-12-12T20:04:29Z
date_updated: 2023-02-14T10:48:12Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: 'Journal on Computer Languages (COLA) '
publisher: Elsevier
status: public
title: End-User Development of Interactive Web-Based Virtual Reality Scenes
type: journal_article
user_id: '8447'
year: '2023'
...
---
_id: '33511'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Yigitbas E, Engels G. Enhancing Robot Programming through Digital Twin and
Augmented Reality . In: 56th Hawaii International Conference on System Science
(HICSS 2023) . ScholarSpace; 2023.'
apa: Yigitbas, E., & Engels, G. (2023). Enhancing Robot Programming through
Digital Twin and Augmented Reality . 56th Hawaii International Conference on
System Science (HICSS 2023) .
bibtex: '@inproceedings{Yigitbas_Engels_2023, title={Enhancing Robot Programming
through Digital Twin and Augmented Reality }, booktitle={56th Hawaii International
Conference on System Science (HICSS 2023) }, publisher={ScholarSpace}, author={Yigitbas,
Enes and Engels, Gregor}, year={2023} }'
chicago: Yigitbas, Enes, and Gregor Engels. “Enhancing Robot Programming through
Digital Twin and Augmented Reality .” In 56th Hawaii International Conference
on System Science (HICSS 2023) . ScholarSpace, 2023.
ieee: E. Yigitbas and G. Engels, “Enhancing Robot Programming through Digital Twin
and Augmented Reality ,” 2023.
mla: Yigitbas, Enes, and Gregor Engels. “Enhancing Robot Programming through Digital
Twin and Augmented Reality .” 56th Hawaii International Conference on System
Science (HICSS 2023) , ScholarSpace, 2023.
short: 'E. Yigitbas, G. Engels, in: 56th Hawaii International Conference on System
Science (HICSS 2023) , ScholarSpace, 2023.'
date_created: 2022-10-04T13:30:06Z
date_updated: 2023-02-14T10:49:19Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: '56th Hawaii International Conference on System Science (HICSS 2023) '
publisher: ScholarSpace
status: public
title: 'Enhancing Robot Programming through Digital Twin and Augmented Reality '
type: conference
user_id: '8447'
year: '2023'
...
---
_id: '34401'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Sebastian
full_name: Krois, Sebastian
last_name: Krois
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Yigitbas E, Krois S, Gottschalk S, Engels G. Towards Enhanced Guiding Mechanisms
in VR Training through Process Mining. In: Proceedings of the 7th International
Conference on Human Computer Interaction Theory and Applications (HUCAPP’23) .
; 2023.'
apa: Yigitbas, E., Krois, S., Gottschalk, S., & Engels, G. (2023). Towards Enhanced
Guiding Mechanisms in VR Training through Process Mining. Proceedings of the
7th International Conference on Human Computer Interaction Theory and Applications
(HUCAPP’23) .
bibtex: '@inproceedings{Yigitbas_Krois_Gottschalk_Engels_2023, title={Towards Enhanced
Guiding Mechanisms in VR Training through Process Mining}, booktitle={Proceedings
of the 7th International Conference on Human Computer Interaction Theory and Applications
(HUCAPP’23) }, author={Yigitbas, Enes and Krois, Sebastian and Gottschalk, Sebastian
and Engels, Gregor}, year={2023} }'
chicago: Yigitbas, Enes, Sebastian Krois, Sebastian Gottschalk, and Gregor Engels.
“Towards Enhanced Guiding Mechanisms in VR Training through Process Mining.” In
Proceedings of the 7th International Conference on Human Computer Interaction
Theory and Applications (HUCAPP’23) , 2023.
ieee: E. Yigitbas, S. Krois, S. Gottschalk, and G. Engels, “Towards Enhanced Guiding
Mechanisms in VR Training through Process Mining,” 2023.
mla: Yigitbas, Enes, et al. “Towards Enhanced Guiding Mechanisms in VR Training
through Process Mining.” Proceedings of the 7th International Conference on
Human Computer Interaction Theory and Applications (HUCAPP’23) , 2023.
short: 'E. Yigitbas, S. Krois, S. Gottschalk, G. Engels, in: Proceedings of the
7th International Conference on Human Computer Interaction Theory and Applications
(HUCAPP’23) , 2023.'
date_created: 2022-12-12T20:02:01Z
date_updated: 2023-02-14T10:49:40Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: 'Proceedings of the 7th International Conference on Human Computer Interaction
Theory and Applications (HUCAPP''23) '
status: public
title: Towards Enhanced Guiding Mechanisms in VR Training through Process Mining
type: conference
user_id: '8447'
year: '2023'
...
---
_id: '34008'
author:
- first_name: Jannik
full_name: Castenow, Jannik
id: '38705'
last_name: Castenow
- first_name: Jonas
full_name: Harbig, Jonas
id: '47213'
last_name: Harbig
- first_name: Daniel
full_name: Jung, Daniel
id: '37827'
last_name: Jung
- first_name: Peter
full_name: Kling, Peter
last_name: Kling
- first_name: Till
full_name: Knollmann, Till
id: '39241'
last_name: Knollmann
orcid: 0000-0003-2014-4696
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
citation:
ama: 'Castenow J, Harbig J, Jung D, Kling P, Knollmann T, Meyer auf der Heide F.
A Unifying Approach to Efficient (Near-)Gathering of Disoriented Robots with Limited
Visibility . In: Hillel E, Palmieri R, Riviére E, eds. Proceedings of the 26th
International Conference on Principles of Distributed Systems (OPODIS) . Vol
253. Leibniz International Proceedings in Informatics (LIPIcs). Schloss Dagstuhl
– Leibniz Zentrum für Informatik; 2023:15:1–15:25. doi:10.4230/LIPIcs.OPODIS.2022.15'
apa: Castenow, J., Harbig, J., Jung, D., Kling, P., Knollmann, T., & Meyer auf
der Heide, F. (2023). A Unifying Approach to Efficient (Near-)Gathering of Disoriented
Robots with Limited Visibility . In E. Hillel, R. Palmieri, & E. Riviére (Eds.),
Proceedings of the 26th International Conference on Principles of Distributed
Systems (OPODIS) (Vol. 253, p. 15:1–15:25). Schloss Dagstuhl – Leibniz Zentrum
für Informatik. https://doi.org/10.4230/LIPIcs.OPODIS.2022.15
bibtex: '@inproceedings{Castenow_Harbig_Jung_Kling_Knollmann_Meyer auf der Heide_2023,
place={Brussels}, series={Leibniz International Proceedings in Informatics (LIPIcs)},
title={A Unifying Approach to Efficient (Near-)Gathering of Disoriented Robots
with Limited Visibility }, volume={253}, DOI={10.4230/LIPIcs.OPODIS.2022.15},
booktitle={Proceedings of the 26th International Conference on Principles of Distributed
Systems (OPODIS) }, publisher={Schloss Dagstuhl – Leibniz Zentrum für Informatik},
author={Castenow, Jannik and Harbig, Jonas and Jung, Daniel and Kling, Peter and
Knollmann, Till and Meyer auf der Heide, Friedhelm}, editor={Hillel, Eshcar and
Palmieri, Roberto and Riviére, Etienne}, year={2023}, pages={15:1–15:25}, collection={Leibniz
International Proceedings in Informatics (LIPIcs)} }'
chicago: 'Castenow, Jannik, Jonas Harbig, Daniel Jung, Peter Kling, Till Knollmann,
and Friedhelm Meyer auf der Heide. “A Unifying Approach to Efficient (Near-)Gathering
of Disoriented Robots with Limited Visibility .” In Proceedings of the 26th
International Conference on Principles of Distributed Systems (OPODIS) , edited
by Eshcar Hillel, Roberto Palmieri, and Etienne Riviére, 253:15:1–15:25. Leibniz
International Proceedings in Informatics (LIPIcs). Brussels: Schloss Dagstuhl
– Leibniz Zentrum für Informatik, 2023. https://doi.org/10.4230/LIPIcs.OPODIS.2022.15.'
ieee: 'J. Castenow, J. Harbig, D. Jung, P. Kling, T. Knollmann, and F. Meyer auf
der Heide, “A Unifying Approach to Efficient (Near-)Gathering of Disoriented Robots
with Limited Visibility ,” in Proceedings of the 26th International Conference
on Principles of Distributed Systems (OPODIS) , Brussels, 2023, vol. 253,
p. 15:1–15:25, doi: 10.4230/LIPIcs.OPODIS.2022.15.'
mla: Castenow, Jannik, et al. “A Unifying Approach to Efficient (Near-)Gathering
of Disoriented Robots with Limited Visibility .” Proceedings of the 26th International
Conference on Principles of Distributed Systems (OPODIS) , edited by Eshcar
Hillel et al., vol. 253, Schloss Dagstuhl – Leibniz Zentrum für Informatik, 2023,
p. 15:1–15:25, doi:10.4230/LIPIcs.OPODIS.2022.15.
short: 'J. Castenow, J. Harbig, D. Jung, P. Kling, T. Knollmann, F. Meyer auf der
Heide, in: E. Hillel, R. Palmieri, E. Riviére (Eds.), Proceedings of the 26th
International Conference on Principles of Distributed Systems (OPODIS) , Schloss
Dagstuhl – Leibniz Zentrum für Informatik, Brussels, 2023, p. 15:1–15:25.'
conference:
end_date: 2022-12-15
location: Brussels
name: 26th International Conference on Principles of Distributed Systems (OPODIS)
start_date: 2022-12-13
date_created: 2022-11-04T09:41:30Z
date_updated: 2023-02-15T14:53:12Z
department:
- _id: '63'
doi: 10.4230/LIPIcs.OPODIS.2022.15
editor:
- first_name: Eshcar
full_name: Hillel, Eshcar
last_name: Hillel
- first_name: Roberto
full_name: Palmieri, Roberto
last_name: Palmieri
- first_name: Etienne
full_name: Riviére, Etienne
last_name: Riviére
external_id:
arxiv:
- '2206.07567 '
intvolume: ' 253'
language:
- iso: eng
page: 15:1–15:25
place: Brussels
project:
- _id: '106'
name: 'Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme'
publication: 'Proceedings of the 26th International Conference on Principles of Distributed
Systems (OPODIS) '
publication_identifier:
isbn:
- 978-3-95977-265-5
issn:
- 1868-8969
publication_status: published
publisher: Schloss Dagstuhl – Leibniz Zentrum für Informatik
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: 'A Unifying Approach to Efficient (Near-)Gathering of Disoriented Robots with
Limited Visibility '
type: conference
user_id: '38705'
volume: 253
year: '2023'
...
---
_id: '42160'
abstract:
- lang: eng
text: The goal of this paper is to make a strong point for the usage of dynamical
models when using reinforcement learning (RL) for feedback control of dynamical
systems governed by partial differential equations (PDEs). To breach the gap between
the immense promises we see in RL and the applicability in complex engineering
systems, the main challenges are the massive requirements in terms of the training
data, as well as the lack of performance guarantees. We present a solution for
the first issue using a data-driven surrogate model in the form of a convolutional
LSTM with actuation. We demonstrate that learning an actuated model in parallel
to training the RL agent significantly reduces the total amount of required data
sampled from the real system. Furthermore, we show that iteratively updating the
model is of major importance to avoid biases in the RL training. Detailed ablation
studies reveal the most important ingredients of the modeling process. We use
the chaotic Kuramoto-Sivashinsky equation do demonstarte our findings.
author:
- first_name: Stefan
full_name: Werner, Stefan
last_name: Werner
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Werner S, Peitz S. Learning a model is paramount for sample efficiency in reinforcement
learning control of PDEs. arXiv:230207160. Published online 2023.
apa: Werner, S., & Peitz, S. (2023). Learning a model is paramount for sample
efficiency in reinforcement learning control of PDEs. In arXiv:2302.07160.
bibtex: '@article{Werner_Peitz_2023, title={Learning a model is paramount for sample
efficiency in reinforcement learning control of PDEs}, journal={arXiv:2302.07160},
author={Werner, Stefan and Peitz, Sebastian}, year={2023} }'
chicago: Werner, Stefan, and Sebastian Peitz. “Learning a Model Is Paramount for
Sample Efficiency in Reinforcement Learning Control of PDEs.” ArXiv:2302.07160,
2023.
ieee: S. Werner and S. Peitz, “Learning a model is paramount for sample efficiency
in reinforcement learning control of PDEs,” arXiv:2302.07160. 2023.
mla: Werner, Stefan, and Sebastian Peitz. “Learning a Model Is Paramount for Sample
Efficiency in Reinforcement Learning Control of PDEs.” ArXiv:2302.07160,
2023.
short: S. Werner, S. Peitz, ArXiv:2302.07160 (2023).
date_created: 2023-02-15T20:57:20Z
date_updated: 2023-02-15T20:58:33Z
department:
- _id: '655'
external_id:
arxiv:
- '2302.07160'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/2302.07160
oa: '1'
publication: arXiv:2302.07160
status: public
title: Learning a model is paramount for sample efficiency in reinforcement learning
control of PDEs
type: preprint
user_id: '47427'
year: '2023'
...
---
_id: '31872'
abstract:
- lang: eng
text: "Savitch's theorem states that NPSPACE computations can be simulated in\r\nPSPACE.
We initiate the study of a quantum analogue of NPSPACE, denoted\r\nStreaming-QCMASPACE
(SQCMASPACE), where an exponentially long classical proof\r\nis streamed to a
poly-space quantum verifier. Besides two main results, we also\r\nshow that a
quantum analogue of Savitch's theorem is unlikely to hold, as\r\nSQCMASPACE=NEXP.
For completeness, we introduce Streaming-QMASPACE (SQMASPACE)\r\nwith an exponentially
long streamed quantum proof, and show SQMASPACE=QMA_EXP\r\n(quantum analogue of
NEXP). Our first main result shows, in contrast to the\r\nclassical setting, the
solution space of a quantum constraint satisfaction\r\nproblem (i.e. a local Hamiltonian)
is always connected when exponentially long\r\nproofs are permitted. For this,
we show how to simulate any Lipschitz\r\ncontinuous path on the unit hypersphere
via a sequence of local unitary gates,\r\nat the expense of blowing up the circuit
size. This shows quantum\r\nerror-correcting codes can be unable to detect one
codeword erroneously\r\nevolving to another if the evolution happens sufficiently
slowly, and answers\r\nan open question of [Gharibian, Sikora, ICALP 2015] regarding
the Ground State\r\nConnectivity problem. Our second main result is that any SQCMASPACE
computation\r\ncan be embedded into \"unentanglement\", i.e. into a quantum constraint\r\nsatisfaction
problem with unentangled provers. Formally, we show how to embed\r\nSQCMASPACE
into the Sparse Separable Hamiltonian problem of [Chailloux,\r\nSattath, CCC 2012]
(QMA(2)-complete for 1/poly promise gap), at the expense of\r\nscaling the promise
gap with the streamed proof size. As a corollary, we obtain\r\nthe first systematic
construction for obtaining QMA(2)-type upper bounds on\r\narbitrary multi-prover
interactive proof systems, where the QMA(2) promise gap\r\nscales exponentially
with the number of bits of communication in the\r\ninteractive proof."
author:
- first_name: Sevag
full_name: Gharibian, Sevag
id: '71541'
last_name: Gharibian
orcid: 0000-0002-9992-3379
- first_name: Dorian
full_name: Rudolph, Dorian
last_name: Rudolph
citation:
ama: 'Gharibian S, Rudolph D. Quantum space, ground space traversal, and how to
embed multi-prover interactive proofs into unentanglement. In: 14th Innovations
in Theoretical Computer Science (ITCS). Vol 251. ; 2023:53:1-53:23. doi:10.4230/LIPIcs.ITCS.2023.53'
apa: Gharibian, S., & Rudolph, D. (2023). Quantum space, ground space traversal,
and how to embed multi-prover interactive proofs into unentanglement. 14th
Innovations in Theoretical Computer Science (ITCS), 251, 53:1-53:23.
https://doi.org/10.4230/LIPIcs.ITCS.2023.53
bibtex: '@inproceedings{Gharibian_Rudolph_2023, title={Quantum space, ground space
traversal, and how to embed multi-prover interactive proofs into unentanglement},
volume={251}, DOI={10.4230/LIPIcs.ITCS.2023.53},
booktitle={14th Innovations in Theoretical Computer Science (ITCS)}, author={Gharibian,
Sevag and Rudolph, Dorian}, year={2023}, pages={53:1-53:23} }'
chicago: Gharibian, Sevag, and Dorian Rudolph. “Quantum Space, Ground Space Traversal,
and How to Embed Multi-Prover Interactive Proofs into Unentanglement.” In 14th
Innovations in Theoretical Computer Science (ITCS), 251:53:1-53:23, 2023.
https://doi.org/10.4230/LIPIcs.ITCS.2023.53.
ieee: 'S. Gharibian and D. Rudolph, “Quantum space, ground space traversal, and
how to embed multi-prover interactive proofs into unentanglement,” in 14th
Innovations in Theoretical Computer Science (ITCS), 2023, vol. 251, p. 53:1-53:23,
doi: 10.4230/LIPIcs.ITCS.2023.53.'
mla: Gharibian, Sevag, and Dorian Rudolph. “Quantum Space, Ground Space Traversal,
and How to Embed Multi-Prover Interactive Proofs into Unentanglement.” 14th
Innovations in Theoretical Computer Science (ITCS), vol. 251, 2023, p. 53:1-53:23,
doi:10.4230/LIPIcs.ITCS.2023.53.
short: 'S. Gharibian, D. Rudolph, in: 14th Innovations in Theoretical Computer Science
(ITCS), 2023, p. 53:1-53:23.'
date_created: 2022-06-13T14:40:46Z
date_updated: 2023-02-28T11:06:55Z
department:
- _id: '623'
- _id: '7'
doi: 10.4230/LIPIcs.ITCS.2023.53
external_id:
arxiv:
- '2206.05243'
intvolume: ' 251'
language:
- iso: eng
page: 53:1-53:23
publication: 14th Innovations in Theoretical Computer Science (ITCS)
publication_status: published
status: public
title: Quantum space, ground space traversal, and how to embed multi-prover interactive
proofs into unentanglement
type: conference
user_id: '71541'
volume: 251
year: '2023'
...
---
_id: '27426'
abstract:
- lang: eng
text: "Regularization is used in many different areas of optimization when solutions\r\nare
sought which not only minimize a given function, but also possess a certain\r\ndegree
of regularity. Popular applications are image denoising, sparse\r\nregression
and machine learning. Since the choice of the regularization\r\nparameter is crucial
but often difficult, path-following methods are used to\r\napproximate the entire
regularization path, i.e., the set of all possible\r\nsolutions for all regularization
parameters. Due to their nature, the\r\ndevelopment of these methods requires
structural results about the\r\nregularization path. The goal of this article
is to derive these results for\r\nthe case of a smooth objective function which
is penalized by a piecewise\r\ndifferentiable regularization term. We do this
by treating regularization as a\r\nmultiobjective optimization problem. Our results
suggest that even in this\r\ngeneral case, the regularization path is piecewise
smooth. Moreover, our theory\r\nallows for a classification of the nonsmooth features
that occur in between\r\nsmooth parts. This is demonstrated in two applications,
namely support-vector\r\nmachines and exact penalty methods."
author:
- first_name: Bennet
full_name: Gebken, Bennet
id: '32643'
last_name: Gebken
- first_name: Katharina
full_name: Bieker, Katharina
id: '32829'
last_name: Bieker
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Gebken B, Bieker K, Peitz S. On the structure of regularization paths for piecewise
differentiable regularization terms. Journal of Global Optimization. 2023;85(3):709-741.
doi:10.1007/s10898-022-01223-2
apa: Gebken, B., Bieker, K., & Peitz, S. (2023). On the structure of regularization
paths for piecewise differentiable regularization terms. Journal of Global
Optimization, 85(3), 709–741. https://doi.org/10.1007/s10898-022-01223-2
bibtex: '@article{Gebken_Bieker_Peitz_2023, title={On the structure of regularization
paths for piecewise differentiable regularization terms}, volume={85}, DOI={10.1007/s10898-022-01223-2},
number={3}, journal={Journal of Global Optimization}, author={Gebken, Bennet and
Bieker, Katharina and Peitz, Sebastian}, year={2023}, pages={709–741} }'
chicago: 'Gebken, Bennet, Katharina Bieker, and Sebastian Peitz. “On the Structure
of Regularization Paths for Piecewise Differentiable Regularization Terms.” Journal
of Global Optimization 85, no. 3 (2023): 709–41. https://doi.org/10.1007/s10898-022-01223-2.'
ieee: 'B. Gebken, K. Bieker, and S. Peitz, “On the structure of regularization paths
for piecewise differentiable regularization terms,” Journal of Global Optimization,
vol. 85, no. 3, pp. 709–741, 2023, doi: 10.1007/s10898-022-01223-2.'
mla: Gebken, Bennet, et al. “On the Structure of Regularization Paths for Piecewise
Differentiable Regularization Terms.” Journal of Global Optimization, vol.
85, no. 3, 2023, pp. 709–41, doi:10.1007/s10898-022-01223-2.
short: B. Gebken, K. Bieker, S. Peitz, Journal of Global Optimization 85 (2023)
709–741.
date_created: 2021-11-15T09:24:59Z
date_updated: 2023-03-11T17:16:33Z
department:
- _id: '101'
- _id: '655'
doi: 10.1007/s10898-022-01223-2
intvolume: ' 85'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/content/pdf/10.1007/s10898-022-01223-2.pdf
oa: '1'
page: 709-741
publication: Journal of Global Optimization
status: public
title: On the structure of regularization paths for piecewise differentiable regularization
terms
type: journal_article
user_id: '47427'
volume: 85
year: '2023'
...
---
_id: '43048'
author:
- first_name: Christian
full_name: Lienen, Christian
id: '60323'
last_name: Lienen
- first_name: Sorel Horst
full_name: Middeke, Sorel Horst
last_name: Middeke
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: 'Lienen C, Middeke SH, Platzner M. fpgaDDS: An Intra-FPGA Data Distribution
Service for ROS 2 Robotics Applications. Published online 2023.'
apa: 'Lienen, C., Middeke, S. H., & Platzner, M. (2023). fpgaDDS: An Intra-FPGA
Data Distribution Service for ROS 2 Robotics Applications.'
bibtex: '@article{Lienen_Middeke_Platzner_2023, title={fpgaDDS: An Intra-FPGA Data
Distribution Service for ROS 2 Robotics Applications}, author={Lienen, Christian
and Middeke, Sorel Horst and Platzner, Marco}, year={2023} }'
chicago: 'Lienen, Christian, Sorel Horst Middeke, and Marco Platzner. “FpgaDDS:
An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications,” 2023.'
ieee: 'C. Lienen, S. H. Middeke, and M. Platzner, “fpgaDDS: An Intra-FPGA Data Distribution
Service for ROS 2 Robotics Applications.” 2023.'
mla: 'Lienen, Christian, et al. FpgaDDS: An Intra-FPGA Data Distribution Service
for ROS 2 Robotics Applications. 2023.'
short: C. Lienen, S.H. Middeke, M. Platzner, (2023).
date_created: 2023-03-20T07:41:47Z
date_updated: 2023-03-20T07:42:34Z
department:
- _id: '78'
language:
- iso: eng
main_file_link:
- url: https://arxiv.org/pdf/2303.00532.pdf
status: public
title: 'fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications'
type: preprint
user_id: '60323'
year: '2023'
...
---
_id: '43109'
author:
- first_name: Thorsten
full_name: Götte, Thorsten
id: '34727'
last_name: Götte
- first_name: Christina
full_name: Kolb, Christina
last_name: Kolb
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
- first_name: Julian
full_name: Werthmann, Julian
id: '50024'
last_name: Werthmann
citation:
ama: 'Götte T, Kolb C, Scheideler C, Werthmann J. Beep-and-Sleep: Message and Energy
Efficient Set Cover. Theor Comput Sci. 2023;950:113756. doi:10.1016/j.tcs.2023.113756'
apa: 'Götte, T., Kolb, C., Scheideler, C., & Werthmann, J. (2023). Beep-and-Sleep:
Message and Energy Efficient Set Cover. Theor. Comput. Sci., 950,
113756. https://doi.org/10.1016/j.tcs.2023.113756'
bibtex: '@article{Götte_Kolb_Scheideler_Werthmann_2023, title={Beep-and-Sleep: Message
and Energy Efficient Set Cover}, volume={950}, DOI={10.1016/j.tcs.2023.113756},
journal={Theor. Comput. Sci.}, author={Götte, Thorsten and Kolb, Christina and
Scheideler, Christian and Werthmann, Julian}, year={2023}, pages={113756} }'
chicago: 'Götte, Thorsten, Christina Kolb, Christian Scheideler, and Julian Werthmann.
“Beep-and-Sleep: Message and Energy Efficient Set Cover.” Theor. Comput. Sci.
950 (2023): 113756. https://doi.org/10.1016/j.tcs.2023.113756.'
ieee: 'T. Götte, C. Kolb, C. Scheideler, and J. Werthmann, “Beep-and-Sleep: Message
and Energy Efficient Set Cover,” Theor. Comput. Sci., vol. 950, p. 113756,
2023, doi: 10.1016/j.tcs.2023.113756.'
mla: 'Götte, Thorsten, et al. “Beep-and-Sleep: Message and Energy Efficient Set
Cover.” Theor. Comput. Sci., vol. 950, 2023, p. 113756, doi:10.1016/j.tcs.2023.113756.'
short: T. Götte, C. Kolb, C. Scheideler, J. Werthmann, Theor. Comput. Sci. 950 (2023)
113756.
date_created: 2023-03-27T07:45:44Z
date_updated: 2023-03-27T09:55:04Z
department:
- _id: '79'
doi: 10.1016/j.tcs.2023.113756
intvolume: ' 950'
language:
- iso: eng
page: '113756'
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
name: 'SFB 901 - A1: SFB 901 - Subproject A1'
publication: Theor. Comput. Sci.
status: public
title: 'Beep-and-Sleep: Message and Energy Efficient Set Cover'
type: journal_article
user_id: '15504'
volume: 950
year: '2023'
...
---
_id: '43424'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Alexander
full_name: Nowosad, Alexander
last_name: Nowosad
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Yigitbas E, Nowosad A, Engels G. Supporting Construction and Architectural
Visualization through BIM and AR/VR: A Systematic Literature Review. In: Proceedings
of the 19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT
2023). Springer; 2023.'
apa: 'Yigitbas, E., Nowosad, A., & Engels, G. (2023). Supporting Construction
and Architectural Visualization through BIM and AR/VR: A Systematic Literature
Review. Proceedings of the 19th IFIP TC13 International Conference on Human-Computer
Interaction (INTERACT 2023).'
bibtex: '@inproceedings{Yigitbas_Nowosad_Engels_2023, title={Supporting Construction
and Architectural Visualization through BIM and AR/VR: A Systematic Literature
Review}, booktitle={Proceedings of the 19th IFIP TC13 International Conference
on Human-Computer Interaction (INTERACT 2023)}, publisher={Springer}, author={Yigitbas,
Enes and Nowosad, Alexander and Engels, Gregor}, year={2023} }'
chicago: 'Yigitbas, Enes, Alexander Nowosad, and Gregor Engels. “Supporting Construction
and Architectural Visualization through BIM and AR/VR: A Systematic Literature
Review.” In Proceedings of the 19th IFIP TC13 International Conference on Human-Computer
Interaction (INTERACT 2023). Springer, 2023.'
ieee: 'E. Yigitbas, A. Nowosad, and G. Engels, “Supporting Construction and Architectural
Visualization through BIM and AR/VR: A Systematic Literature Review,” 2023.'
mla: 'Yigitbas, Enes, et al. “Supporting Construction and Architectural Visualization
through BIM and AR/VR: A Systematic Literature Review.” Proceedings of the
19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT
2023), Springer, 2023.'
short: 'E. Yigitbas, A. Nowosad, G. Engels, in: Proceedings of the 19th IFIP TC13
International Conference on Human-Computer Interaction (INTERACT 2023), Springer,
2023.'
date_created: 2023-04-06T07:26:07Z
date_updated: 2023-04-06T07:26:55Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: Proceedings of the 19th IFIP TC13 International Conference on Human-Computer
Interaction (INTERACT 2023)
publisher: Springer
status: public
title: 'Supporting Construction and Architectural Visualization through BIM and AR/VR:
A Systematic Literature Review'
type: conference
user_id: '8447'
year: '2023'
...
---
_id: '30125'
abstract:
- lang: eng
text: We present an approach for guaranteed constraint satisfaction by means of
data-based optimal control, where the model is unknown and has to be obtained
from measurement data. To this end, we utilize the Koopman framework and an eDMD-based
bilinear surrogate modeling approach for control systems to show an error bound
on predicted observables, i.e., functions of the state. This result is then applied
to the constraints of the optimal control problem to show that satisfaction of
tightened constraints in the purely data-based surrogate model implies constraint
satisfaction for the original system.
author:
- first_name: Manuel
full_name: Schaller, Manuel
last_name: Schaller
- first_name: Karl
full_name: Worthmann, Karl
last_name: Worthmann
- first_name: Friedrich
full_name: Philipp, Friedrich
last_name: Philipp
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
- first_name: Feliks
full_name: Nüske, Feliks
id: '81513'
last_name: Nüske
orcid: 0000-0003-2444-7889
citation:
ama: 'Schaller M, Worthmann K, Philipp F, Peitz S, Nüske F. Towards reliable data-based
optimal and predictive control using extended DMD. In: IFAC-PapersOnLine.
Vol 56. ; 2023:169-174. doi:10.1016/j.ifacol.2023.02.029'
apa: Schaller, M., Worthmann, K., Philipp, F., Peitz, S., & Nüske, F. (2023).
Towards reliable data-based optimal and predictive control using extended DMD.
IFAC-PapersOnLine, 56(1), 169–174. https://doi.org/10.1016/j.ifacol.2023.02.029
bibtex: '@inproceedings{Schaller_Worthmann_Philipp_Peitz_Nüske_2023, title={Towards
reliable data-based optimal and predictive control using extended DMD}, volume={56},
DOI={10.1016/j.ifacol.2023.02.029},
number={1}, booktitle={IFAC-PapersOnLine}, author={Schaller, Manuel and Worthmann,
Karl and Philipp, Friedrich and Peitz, Sebastian and Nüske, Feliks}, year={2023},
pages={169–174} }'
chicago: Schaller, Manuel, Karl Worthmann, Friedrich Philipp, Sebastian Peitz, and
Feliks Nüske. “Towards Reliable Data-Based Optimal and Predictive Control Using
Extended DMD.” In IFAC-PapersOnLine, 56:169–74, 2023. https://doi.org/10.1016/j.ifacol.2023.02.029.
ieee: 'M. Schaller, K. Worthmann, F. Philipp, S. Peitz, and F. Nüske, “Towards reliable
data-based optimal and predictive control using extended DMD,” in IFAC-PapersOnLine,
2023, vol. 56, no. 1, pp. 169–174, doi: 10.1016/j.ifacol.2023.02.029.'
mla: Schaller, Manuel, et al. “Towards Reliable Data-Based Optimal and Predictive
Control Using Extended DMD.” IFAC-PapersOnLine, vol. 56, no. 1, 2023, pp.
169–74, doi:10.1016/j.ifacol.2023.02.029.
short: 'M. Schaller, K. Worthmann, F. Philipp, S. Peitz, F. Nüske, in: IFAC-PapersOnLine,
2023, pp. 169–174.'
conference:
name: 12th IFAC Symposium on Nonlinear Control Systems (NOLCOS)
date_created: 2022-02-25T17:14:58Z
date_updated: 2023-03-17T15:55:33Z
department:
- _id: '655'
doi: 10.1016/j.ifacol.2023.02.029
external_id:
arxiv:
- '2202.09084'
intvolume: ' 56'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.sciencedirect.com/science/article/pii/S2405896323002173/pdf?md5=164ee9a0343a1bd0e0b9ac4187e44b77&pid=1-s2.0-S2405896323002173-main.pdf
oa: '1'
page: 169-174
publication: IFAC-PapersOnLine
publication_status: published
status: public
title: Towards reliable data-based optimal and predictive control using extended DMD
type: conference
user_id: '47427'
volume: 56
year: '2023'
...
---
_id: '44077'
author:
- first_name: Marten
full_name: Maack, Marten
last_name: Maack
citation:
ama: Maack M. Online load balancing on uniform machines with limited migration.
Operations Research Letters. 2023;51(3):220-225. doi:10.1016/j.orl.2023.02.013
apa: Maack, M. (2023). Online load balancing on uniform machines with limited migration.
Operations Research Letters, 51(3), 220–225. https://doi.org/10.1016/j.orl.2023.02.013
bibtex: '@article{Maack_2023, title={Online load balancing on uniform machines with
limited migration}, volume={51}, DOI={10.1016/j.orl.2023.02.013},
number={3}, journal={Operations Research Letters}, publisher={Elsevier BV}, author={Maack,
Marten}, year={2023}, pages={220–225} }'
chicago: 'Maack, Marten. “Online Load Balancing on Uniform Machines with Limited
Migration.” Operations Research Letters 51, no. 3 (2023): 220–25. https://doi.org/10.1016/j.orl.2023.02.013.'
ieee: 'M. Maack, “Online load balancing on uniform machines with limited migration,”
Operations Research Letters, vol. 51, no. 3, pp. 220–225, 2023, doi: 10.1016/j.orl.2023.02.013.'
mla: Maack, Marten. “Online Load Balancing on Uniform Machines with Limited Migration.”
Operations Research Letters, vol. 51, no. 3, Elsevier BV, 2023, pp. 220–25,
doi:10.1016/j.orl.2023.02.013.
short: M. Maack, Operations Research Letters 51 (2023) 220–225.
date_created: 2023-04-20T08:59:14Z
date_updated: 2023-04-21T07:53:42Z
department:
- _id: '63'
doi: 10.1016/j.orl.2023.02.013
intvolume: ' 51'
issue: '3'
keyword:
- Applied Mathematics
- Industrial and Manufacturing Engineering
- Management Science and Operations Research
- Software
language:
- iso: eng
page: 220-225
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
name: 'SFB 901 - C4: SFB 901 - Subproject C4'
publication: Operations Research Letters
publication_identifier:
issn:
- 0167-6377
publisher: Elsevier BV
status: public
title: Online load balancing on uniform machines with limited migration
type: journal_article
user_id: '88252'
volume: 51
year: '2023'
...
---
_id: '43374'
author:
- first_name: Patrick
full_name: Schürmann, Patrick
last_name: Schürmann
citation:
ama: Schürmann P. A Formal Comparison of Advanced Digital Signature Primitives.;
2023.
apa: Schürmann, P. (2023). A Formal Comparison of Advanced Digital Signature
Primitives.
bibtex: '@book{Schürmann_2023, title={ A Formal Comparison of Advanced Digital Signature
Primitives}, author={Schürmann, Patrick}, year={2023} }'
chicago: Schürmann, Patrick. A Formal Comparison of Advanced Digital Signature
Primitives, 2023.
ieee: P. Schürmann, A Formal Comparison of Advanced Digital Signature Primitives.
2023.
mla: Schürmann, Patrick. A Formal Comparison of Advanced Digital Signature Primitives.
2023.
short: P. Schürmann, A Formal Comparison of Advanced Digital Signature Primitives,
2023.
date_created: 2023-04-03T14:07:32Z
date_updated: 2023-04-25T22:43:21Z
ddc:
- '000'
department:
- _id: '64'
file:
- access_level: open_access
content_type: application/pdf
creator: bhenrik
date_created: 2023-04-25T10:49:36Z
date_updated: 2023-04-25T10:49:36Z
file_id: '44177'
file_name: masters_thesis_schuermann.pdf
file_size: 1367369
relation: main_file
title: ' A Formal Comparison of Advanced Digital Signature Primitives'
file_date_updated: 2023-04-25T10:49:36Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
name: 'SFB 901 - C1: SFB 901 - Subproject C1'
status: public
supervisor:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
title: ' A Formal Comparison of Advanced Digital Signature Primitives'
type: mastersthesis
user_id: '41047'
year: '2023'
...
---
_id: '20841'
author:
- first_name: Sevag
full_name: Gharibian, Sevag
id: '71541'
last_name: Gharibian
orcid: 0000-0002-9992-3379
- first_name: James
full_name: Watson, James
last_name: Watson
- first_name: Johannes
full_name: Bausch, Johannes
last_name: Bausch
citation:
ama: 'Gharibian S, Watson J, Bausch J. The Complexity of Translationally Invariant
Problems beyond Ground State Energies. In: Proceedings of the 40th International
Symposium on Theoretical Aspects of Computer Science (STACS). Vol 254. ; 2023:54:1-54:21.
doi:https://doi.org/10.4230/LIPIcs.STACS.2023.54'
apa: Gharibian, S., Watson, J., & Bausch, J. (2023). The Complexity of Translationally
Invariant Problems beyond Ground State Energies. Proceedings of the 40th International
Symposium on Theoretical Aspects of Computer Science (STACS), 254,
54:1-54:21. https://doi.org/10.4230/LIPIcs.STACS.2023.54
bibtex: '@inproceedings{Gharibian_Watson_Bausch_2023, title={The Complexity of Translationally
Invariant Problems beyond Ground State Energies}, volume={254}, DOI={https://doi.org/10.4230/LIPIcs.STACS.2023.54},
booktitle={Proceedings of the 40th International Symposium on Theoretical Aspects
of Computer Science (STACS)}, author={Gharibian, Sevag and Watson, James and Bausch,
Johannes}, year={2023}, pages={54:1-54:21} }'
chicago: Gharibian, Sevag, James Watson, and Johannes Bausch. “The Complexity of
Translationally Invariant Problems beyond Ground State Energies.” In Proceedings
of the 40th International Symposium on Theoretical Aspects of Computer Science
(STACS), 254:54:1-54:21, 2023. https://doi.org/10.4230/LIPIcs.STACS.2023.54.
ieee: 'S. Gharibian, J. Watson, and J. Bausch, “The Complexity of Translationally
Invariant Problems beyond Ground State Energies,” in Proceedings of the 40th
International Symposium on Theoretical Aspects of Computer Science (STACS),
2023, vol. 254, p. 54:1-54:21, doi: https://doi.org/10.4230/LIPIcs.STACS.2023.54.'
mla: Gharibian, Sevag, et al. “The Complexity of Translationally Invariant Problems
beyond Ground State Energies.” Proceedings of the 40th International Symposium
on Theoretical Aspects of Computer Science (STACS), vol. 254, 2023, p. 54:1-54:21,
doi:https://doi.org/10.4230/LIPIcs.STACS.2023.54.
short: 'S. Gharibian, J. Watson, J. Bausch, in: Proceedings of the 40th International
Symposium on Theoretical Aspects of Computer Science (STACS), 2023, p. 54:1-54:21.'
date_created: 2020-12-24T14:15:09Z
date_updated: 2023-05-04T17:51:23Z
department:
- _id: '623'
- _id: '7'
doi: https://doi.org/10.4230/LIPIcs.STACS.2023.54
external_id:
arxiv:
- '2012.12717'
intvolume: ' 254'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2012.12717
oa: '1'
page: 54:1-54:21
publication: Proceedings of the 40th International Symposium on Theoretical Aspects
of Computer Science (STACS)
publication_status: published
status: public
title: The Complexity of Translationally Invariant Problems beyond Ground State Energies
type: conference
user_id: '71541'
volume: 254
year: '2023'
...
---
_id: '44194'
author:
- first_name: Qazi Arbab
full_name: Ahmed, Qazi Arbab
id: '72764'
last_name: Ahmed
orcid: 0000-0002-1837-2254
- first_name: Muhammad
full_name: Awais, Muhammad
last_name: Awais
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: 'Ahmed QA, Awais M, Platzner M. MAAS: Hiding Trojans in Approximate Circuits.
In: The 24th International Symposium on Quality Electronic Design (ISQED’23),
San Francisco, Califorina USA. ; 2023.'
apa: 'Ahmed, Q. A., Awais, M., & Platzner, M. (2023). MAAS: Hiding Trojans in
Approximate Circuits. The 24th International Symposium on Quality Electronic
Design (ISQED’23), San Francisco, Califorina USA. The 24th International Symposium
on Quality Electronic Design (ISQED’23), San Fransico CA 94023-0607, USA.'
bibtex: '@inproceedings{Ahmed_Awais_Platzner_2023, title={MAAS: Hiding Trojans in
Approximate Circuits}, booktitle={The 24th International Symposium on Quality
Electronic Design (ISQED’23), San Francisco, Califorina USA}, author={Ahmed, Qazi
Arbab and Awais, Muhammad and Platzner, Marco}, year={2023} }'
chicago: 'Ahmed, Qazi Arbab, Muhammad Awais, and Marco Platzner. “MAAS: Hiding Trojans
in Approximate Circuits.” In The 24th International Symposium on Quality Electronic
Design (ISQED’23), San Francisco, Califorina USA, 2023.'
ieee: 'Q. A. Ahmed, M. Awais, and M. Platzner, “MAAS: Hiding Trojans in Approximate
Circuits,” presented at the The 24th International Symposium on Quality Electronic
Design (ISQED’23), San Fransico CA 94023-0607, USA, 2023.'
mla: 'Ahmed, Qazi Arbab, et al. “MAAS: Hiding Trojans in Approximate Circuits.”
The 24th International Symposium on Quality Electronic Design (ISQED’23), San
Francisco, Califorina USA, 2023.'
short: 'Q.A. Ahmed, M. Awais, M. Platzner, in: The 24th International Symposium
on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA, 2023.'
conference:
end_date: 2023-04-07
location: San Fransico CA 94023-0607, USA
name: The 24th International Symposium on Quality Electronic Design (ISQED'23)
start_date: 2023-04-05
date_created: 2023-04-26T13:04:56Z
date_updated: 2023-05-10T13:52:14Z
ddc:
- '620'
department:
- _id: '78'
file:
- access_level: open_access
content_type: application/pdf
creator: qazi
date_created: 2023-04-26T13:03:54Z
date_updated: 2023-05-10T13:52:14Z
file_id: '44196'
file_name: s4Bp4-041.pdf
file_size: 614626
relation: main_file
file_date_updated: 2023-05-10T13:52:14Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '12'
name: 'SFB 901 - B4: SFB 901 - Subproject B4'
- _id: '1'
name: 'SFB 901: SFB 901'
publication: The 24th International Symposium on Quality Electronic Design (ISQED'23),
San Francisco, Califorina USA
status: public
title: 'MAAS: Hiding Trojans in Approximate Circuits'
type: conference
user_id: '72764'
year: '2023'
...
---
_id: '44735'
author:
- first_name: Jonas
full_name: Schweichhart, Jonas
last_name: Schweichhart
citation:
ama: Schweichhart J. Minimum Edge Cuts in Overlay Networks.; 2023.
apa: Schweichhart, J. (2023). Minimum Edge Cuts in Overlay Networks.
bibtex: '@book{Schweichhart_2023, title={Minimum Edge Cuts in Overlay Networks},
author={Schweichhart, Jonas}, year={2023} }'
chicago: Schweichhart, Jonas. Minimum Edge Cuts in Overlay Networks, 2023.
ieee: J. Schweichhart, Minimum Edge Cuts in Overlay Networks. 2023.
mla: Schweichhart, Jonas. Minimum Edge Cuts in Overlay Networks. 2023.
short: J. Schweichhart, Minimum Edge Cuts in Overlay Networks, 2023.
date_created: 2023-05-11T05:50:41Z
date_updated: 2023-05-11T05:51:15Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
name: 'SFB 901 - A1: SFB 901 - Subproject A1'
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Minimum Edge Cuts in Overlay Networks
type: mastersthesis
user_id: '15504'
year: '2023'
...
---
_id: '44769'
author:
- first_name: Jannik
full_name: Castenow, Jannik
id: '38705'
last_name: Castenow
- first_name: Jonas
full_name: Harbig, Jonas
id: '47213'
last_name: Harbig
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
citation:
ama: 'Castenow J, Harbig J, Meyer auf der Heide F. Unifying Gathering Protocols
for Swarms of Mobile Robots. In: Lecture Notes in Computer Science. Springer
International Publishing; 2023. doi:10.1007/978-3-031-30448-4_1'
apa: Castenow, J., Harbig, J., & Meyer auf der Heide, F. (2023). Unifying Gathering
Protocols for Swarms of Mobile Robots. In Lecture Notes in Computer Science.
Springer International Publishing. https://doi.org/10.1007/978-3-031-30448-4_1
bibtex: '@inbook{Castenow_Harbig_Meyer auf der Heide_2023, place={Cham}, title={Unifying
Gathering Protocols for Swarms of Mobile Robots}, DOI={10.1007/978-3-031-30448-4_1},
booktitle={Lecture Notes in Computer Science}, publisher={Springer International
Publishing}, author={Castenow, Jannik and Harbig, Jonas and Meyer auf der Heide,
Friedhelm}, year={2023} }'
chicago: 'Castenow, Jannik, Jonas Harbig, and Friedhelm Meyer auf der Heide. “Unifying
Gathering Protocols for Swarms of Mobile Robots.” In Lecture Notes in Computer
Science. Cham: Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-30448-4_1.'
ieee: 'J. Castenow, J. Harbig, and F. Meyer auf der Heide, “Unifying Gathering Protocols
for Swarms of Mobile Robots,” in Lecture Notes in Computer Science, Cham:
Springer International Publishing, 2023.'
mla: Castenow, Jannik, et al. “Unifying Gathering Protocols for Swarms of Mobile
Robots.” Lecture Notes in Computer Science, Springer International Publishing,
2023, doi:10.1007/978-3-031-30448-4_1.
short: 'J. Castenow, J. Harbig, F. Meyer auf der Heide, in: Lecture Notes in Computer
Science, Springer International Publishing, Cham, 2023.'
date_created: 2023-05-11T13:13:45Z
date_updated: 2023-05-11T13:14:43Z
department:
- _id: '63'
doi: 10.1007/978-3-031-30448-4_1
language:
- iso: eng
place: Cham
project:
- _id: '106'
name: 'Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme'
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031304477'
- '9783031304484'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer International Publishing
status: public
title: Unifying Gathering Protocols for Swarms of Mobile Robots
type: book_chapter
user_id: '38705'
year: '2023'
...
---
_id: '34294'
author:
- first_name: Dennis
full_name: Wolters, Dennis
id: '11308'
last_name: Wolters
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Wolters D, Engels G. Model-driven Collaborative Design of Professional Education
Programmes With Extended Online Whiteboards. In: MODELSWARD’23. SCITEPRESS;
:133-142. doi:10.5220/0011675700003402'
apa: Wolters, D., & Engels, G. (n.d.). Model-driven Collaborative Design of
Professional Education Programmes With Extended Online Whiteboards. MODELSWARD’23,
133–142. https://doi.org/10.5220/0011675700003402
bibtex: '@inproceedings{Wolters_Engels, title={Model-driven Collaborative Design
of Professional Education Programmes With Extended Online Whiteboards}, DOI={10.5220/0011675700003402},
booktitle={MODELSWARD’23}, publisher={SCITEPRESS}, author={Wolters, Dennis and
Engels, Gregor}, pages={133–142} }'
chicago: Wolters, Dennis, and Gregor Engels. “Model-Driven Collaborative Design
of Professional Education Programmes With Extended Online Whiteboards.” In MODELSWARD’23,
133–42. SCITEPRESS, n.d. https://doi.org/10.5220/0011675700003402.
ieee: 'D. Wolters and G. Engels, “Model-driven Collaborative Design of Professional
Education Programmes With Extended Online Whiteboards,” in MODELSWARD’23,
pp. 133–142, doi: 10.5220/0011675700003402.'
mla: Wolters, Dennis, and Gregor Engels. “Model-Driven Collaborative Design of Professional
Education Programmes With Extended Online Whiteboards.” MODELSWARD’23,
SCITEPRESS, pp. 133–42, doi:10.5220/0011675700003402.
short: 'D. Wolters, G. Engels, in: MODELSWARD’23, SCITEPRESS, n.d., pp. 133–142.'
date_created: 2022-12-08T19:32:25Z
date_updated: 2023-05-16T12:19:26Z
department:
- _id: '66'
doi: 10.5220/0011675700003402
language:
- iso: eng
page: 133-142
publication: MODELSWARD'23
publication_identifier:
isbn:
- 978-989-758-633-0
issn:
- 2184-4348
publication_status: accepted
publisher: SCITEPRESS
status: public
title: Model-driven Collaborative Design of Professional Education Programmes With
Extended Online Whiteboards
type: conference
user_id: '11308'
year: '2023'
...
---
_id: '43108'
author:
- first_name: Felix
full_name: Pauck, Felix
id: '22398'
last_name: Pauck
citation:
ama: Pauck F. Cooperative Android App Analysis. Paderborn University; 2023.
doi:10.17619/UNIPB/1-1698
apa: Pauck, F. (2023). Cooperative Android App Analysis. Paderborn University.
https://doi.org/10.17619/UNIPB/1-1698
bibtex: '@book{Pauck_2023, title={Cooperative Android App Analysis}, DOI={10.17619/UNIPB/1-1698},
publisher={Paderborn University}, author={Pauck, Felix}, year={2023} }'
chicago: Pauck, Felix. Cooperative Android App Analysis. Paderborn University,
2023. https://doi.org/10.17619/UNIPB/1-1698.
ieee: F. Pauck, Cooperative Android App Analysis. Paderborn University, 2023.
mla: Pauck, Felix. Cooperative Android App Analysis. Paderborn University,
2023, doi:10.17619/UNIPB/1-1698.
short: F. Pauck, Cooperative Android App Analysis, Paderborn University, 2023.
date_created: 2023-03-27T07:39:35Z
date_updated: 2023-05-22T04:57:42Z
department:
- _id: '77'
doi: 10.17619/UNIPB/1-1698
language:
- iso: eng
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '12'
name: 'SFB 901 - B4: SFB 901 - Subproject B4'
publisher: Paderborn University
status: public
supervisor:
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
title: Cooperative Android App Analysis
type: dissertation
user_id: '22398'
year: '2023'
...
---
_id: '45188'
author:
- first_name: Julian
full_name: Werthmann, Julian
id: '50024'
last_name: Werthmann
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
- first_name: Sam
full_name: Coy, Sam
last_name: Coy
- first_name: Artur
full_name: Czumaj, Artur
last_name: Czumaj
- first_name: Philipp
full_name: Schneider, Philipp
last_name: Schneider
citation:
ama: 'Werthmann J, Scheideler C, Coy S, Czumaj A, Schneider P. Routing Schemes for
Hybrid Communication Networks. In: ; 2023. doi:10.48550/ARXIV.2210.05333'
apa: Werthmann, J., Scheideler, C., Coy, S., Czumaj, A., & Schneider, P. (2023).
Routing Schemes for Hybrid Communication Networks. https://doi.org/10.48550/ARXIV.2210.05333
bibtex: '@inproceedings{Werthmann_Scheideler_Coy_Czumaj_Schneider_2023, title={Routing
Schemes for Hybrid Communication Networks}, DOI={10.48550/ARXIV.2210.05333},
author={Werthmann, Julian and Scheideler, Christian and Coy, Sam and Czumaj, Artur
and Schneider, Philipp}, year={2023} }'
chicago: Werthmann, Julian, Christian Scheideler, Sam Coy, Artur Czumaj, and Philipp
Schneider. “Routing Schemes for Hybrid Communication Networks,” 2023. https://doi.org/10.48550/ARXIV.2210.05333.
ieee: 'J. Werthmann, C. Scheideler, S. Coy, A. Czumaj, and P. Schneider, “Routing
Schemes for Hybrid Communication Networks,” 2023, doi: 10.48550/ARXIV.2210.05333.'
mla: Werthmann, Julian, et al. Routing Schemes for Hybrid Communication Networks.
2023, doi:10.48550/ARXIV.2210.05333.
short: 'J. Werthmann, C. Scheideler, S. Coy, A. Czumaj, P. Schneider, in: 2023.'
date_created: 2023-05-22T09:17:50Z
date_updated: 2023-05-22T09:37:25Z
department:
- _id: '79'
doi: 10.48550/ARXIV.2210.05333
language:
- iso: eng
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
name: 'SFB 901 - A1: SFB 901 - Subproject A1'
status: public
title: Routing Schemes for Hybrid Communication Networks
type: conference
user_id: '50024'
year: '2023'
...
---
_id: '44855'
abstract:
- lang: eng
text: Market transactions are subject to information asymmetry about the delivered
value proposition, causing transaction costs and adverse market effects among
buyers and sellers. Information systems research has investigated how review systems
can reduce information asymmetry in business-to-consumer markets. However, these
systems cannot be readily applied to business-to-business markets, are vulnerable
to manipulation, and suffer from conceptual weak spots since they use textual
data or star ratings. Building on design science research, we conceptualize a
new class of reputation systems based on monetary-based payments as quantitative
ratings for each transaction stored on a blockchain. Using cryptography, we show
that our system assures content confidentiality so that buyers can share and sell
their ratings selectively, establishing a reputation ecosystem. Our prescriptive
insights advance the design of reputation systems and offer new paths to understanding
the antecedents, dynamics, and consequences to reduce information asymmetry in
B2B transactions.
author:
- first_name: Simon
full_name: Hemmrich, Simon
id: '83557'
last_name: Hemmrich
- first_name: Jan
full_name: Bobolz, Jan
id: '27207'
last_name: Bobolz
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
citation:
ama: 'Hemmrich S, Bobolz J, Beverungen D, Blömer J. Designing Business Reputation
Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain.
In: ECIS 2023 Research Papers. ; 2023.'
apa: Hemmrich, S., Bobolz, J., Beverungen, D., & Blömer, J. (2023). Designing
Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings
on a Blockchain. ECIS 2023 Research Papers. ECIS 2023.
bibtex: '@inproceedings{Hemmrich_Bobolz_Beverungen_Blömer_2023, title={Designing
Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings
on a Blockchain}, booktitle={ECIS 2023 Research Papers}, author={Hemmrich, Simon
and Bobolz, Jan and Beverungen, Daniel and Blömer, Johannes}, year={2023} }'
chicago: Hemmrich, Simon, Jan Bobolz, Daniel Beverungen, and Johannes Blömer. “Designing
Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings
on a Blockchain.” In ECIS 2023 Research Papers, 2023.
ieee: S. Hemmrich, J. Bobolz, D. Beverungen, and J. Blömer, “Designing Business
Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a
Blockchain,” presented at the ECIS 2023, 2023.
mla: Hemmrich, Simon, et al. “Designing Business Reputation Ecosystems — A Method
for Issuing and Trading Monetary Ratings on a Blockchain.” ECIS 2023 Research
Papers, 2023.
short: 'S. Hemmrich, J. Bobolz, D. Beverungen, J. Blömer, in: ECIS 2023 Research
Papers, 2023.'
conference:
name: ECIS 2023
date_created: 2023-05-16T08:31:27Z
date_updated: 2023-05-23T10:12:32Z
ddc:
- '330'
department:
- _id: '7'
- _id: '64'
- _id: '19'
- _id: '526'
extern: '1'
file:
- access_level: closed
content_type: application/pdf
creator: jbobolz
date_created: 2023-05-23T10:11:03Z
date_updated: 2023-05-23T10:11:03Z
file_id: '45209'
file_name: A_Blockchain_Based_Reputation_Ecosystem_for_Business___Payments_as_Ratings.pdf
file_size: 958740
relation: main_file
success: 1
file_date_updated: 2023-05-23T10:11:03Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/ecis2023_rp/344
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
name: 'SFB 901 - C1: SFB 901 - Subproject C1'
publication: ECIS 2023 Research Papers
status: public
title: Designing Business Reputation Ecosystems — A Method for Issuing and Trading
Monetary Ratings on a Blockchain
type: conference
user_id: '27207'
year: '2023'
...
---
_id: '45243'
author:
- first_name: N.
full_name: N., N.
last_name: N.
citation:
ama: N. N. Development and Evaluation of a Model-Based UI Prototyping Experimentation
Approach.; 2023.
apa: N., N. (2023). Development and Evaluation of a Model-Based UI Prototyping
Experimentation Approach.
bibtex: '@book{N._2023, title={Development and Evaluation of a Model-Based UI Prototyping
Experimentation Approach}, author={N., N.}, year={2023} }'
chicago: N., N. Development and Evaluation of a Model-Based UI Prototyping Experimentation
Approach, 2023.
ieee: N. N., Development and Evaluation of a Model-Based UI Prototyping Experimentation
Approach. 2023.
mla: N., N. Development and Evaluation of a Model-Based UI Prototyping Experimentation
Approach. 2023.
short: N. N., Development and Evaluation of a Model-Based UI Prototyping Experimentation
Approach, 2023.
date_created: 2023-05-23T13:22:49Z
date_updated: 2023-05-23T13:22:54Z
department:
- _id: '66'
language:
- iso: eng
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '17'
name: 'SFB 901 - C5: SFB 901 - Subproject C5'
status: public
supervisor:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
title: Development and Evaluation of a Model-Based UI Prototyping Experimentation
Approach
type: mastersthesis
user_id: '47208'
year: '2023'
...
---
_id: '45312'
author:
- first_name: Kadiray
full_name: Karakaya, Kadiray
last_name: Karakaya
- first_name: Eric
full_name: Bodden, Eric
last_name: Bodden
citation:
ama: 'Karakaya K, Bodden E. Two Sparsification Strategies for Accelerating Demand-Driven
Pointer Analysis. In: 2023 IEEE Conference on Software Testing, Verification
and Validation (ICST). IEEE; 2023. doi:10.1109/icst57152.2023.00036'
apa: Karakaya, K., & Bodden, E. (2023). Two Sparsification Strategies for Accelerating
Demand-Driven Pointer Analysis. 2023 IEEE Conference on Software Testing, Verification
and Validation (ICST). https://doi.org/10.1109/icst57152.2023.00036
bibtex: '@inproceedings{Karakaya_Bodden_2023, title={Two Sparsification Strategies
for Accelerating Demand-Driven Pointer Analysis}, DOI={10.1109/icst57152.2023.00036},
booktitle={2023 IEEE Conference on Software Testing, Verification and Validation
(ICST)}, publisher={IEEE}, author={Karakaya, Kadiray and Bodden, Eric}, year={2023}
}'
chicago: Karakaya, Kadiray, and Eric Bodden. “Two Sparsification Strategies for
Accelerating Demand-Driven Pointer Analysis.” In 2023 IEEE Conference on Software
Testing, Verification and Validation (ICST). IEEE, 2023. https://doi.org/10.1109/icst57152.2023.00036.
ieee: 'K. Karakaya and E. Bodden, “Two Sparsification Strategies for Accelerating
Demand-Driven Pointer Analysis,” 2023, doi: 10.1109/icst57152.2023.00036.'
mla: Karakaya, Kadiray, and Eric Bodden. “Two Sparsification Strategies for Accelerating
Demand-Driven Pointer Analysis.” 2023 IEEE Conference on Software Testing,
Verification and Validation (ICST), IEEE, 2023, doi:10.1109/icst57152.2023.00036.
short: 'K. Karakaya, E. Bodden, in: 2023 IEEE Conference on Software Testing, Verification
and Validation (ICST), IEEE, 2023.'
date_created: 2023-05-29T12:09:43Z
date_updated: 2023-05-29T12:12:17Z
department:
- _id: '76'
doi: 10.1109/icst57152.2023.00036
publication: 2023 IEEE Conference on Software Testing, Verification and Validation
(ICST)
publication_status: published
publisher: IEEE
status: public
title: Two Sparsification Strategies for Accelerating Demand-Driven Pointer Analysis
type: conference
user_id: '70410'
year: '2023'
...
---
_id: '43375'
author:
- first_name: Angelina
full_name: Koch, Angelina
last_name: Koch
citation:
ama: Koch A. Privacy-Preserving Collection and Evaluation of Log Files.;
2023.
apa: Koch, A. (2023). Privacy-Preserving Collection and Evaluation of Log Files.
bibtex: '@book{Koch_2023, title={Privacy-Preserving Collection and Evaluation of
Log Files}, author={Koch, Angelina}, year={2023} }'
chicago: Koch, Angelina. Privacy-Preserving Collection and Evaluation of Log
Files, 2023.
ieee: A. Koch, Privacy-Preserving Collection and Evaluation of Log Files.
2023.
mla: Koch, Angelina. Privacy-Preserving Collection and Evaluation of Log Files.
2023.
short: A. Koch, Privacy-Preserving Collection and Evaluation of Log Files, 2023.
date_created: 2023-04-03T14:09:14Z
date_updated: 2023-05-30T11:43:18Z
ddc:
- '000'
department:
- _id: '64'
file:
- access_level: open_access
content_type: application/pdf
creator: feidens
date_created: 2023-05-26T07:07:39Z
date_updated: 2023-05-30T11:43:18Z
file_id: '45303'
file_name: thesis_koch.pdf
file_size: 2275949
relation: main_file
file_date_updated: 2023-05-30T11:43:18Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
name: 'SFB 901 - C1: SFB 901 - Subproject C1'
status: public
supervisor:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
title: Privacy-Preserving Collection and Evaluation of Log Files
type: bachelorsthesis
user_id: '25078'
year: '2023'
...
---
_id: '45484'
abstract:
- lang: eng
text: AbstractGraffiti is an urban phenomenon that
is increasingly attracting the interest of the sciences. To the best of our knowledge,
no suitable data corpora are available for systematic research until now. The
Information System Graffiti in Germany project (Ingrid) closes
this gap by dealing with graffiti image collections that have been made available
to the project for public use. Within Ingrid, the graffiti
images are collected, digitized and annotated. With this work, we aim to support
the rapid access to a comprehensive data source on Ingrid targeted
especially by researchers. In particular, we present IngridKG,
an RDF knowledge graph of annotated graffiti, abides by the Linked Data and FAIR
principles. We weekly update IngridKG by augmenting the new
annotated graffiti to our knowledge graph. Our generation pipeline applies RDF
data conversion, link discovery and data fusion approaches to the original data.
The current version of IngridKG contains 460,640,154 triples
and is linked to 3 other knowledge graphs by over 200,000 links. In our use case
studies, we demonstrate the usefulness of our knowledge graph for different applications.
article_number: '318'
author:
- first_name: Mohamed Ahmed
full_name: Sherif, Mohamed Ahmed
last_name: Sherif
- first_name: Ana Alexandra Morim
full_name: da Silva, Ana Alexandra Morim
last_name: da Silva
- first_name: Svetlana
full_name: Pestryakova, Svetlana
last_name: Pestryakova
- first_name: Abdullah Fathi
full_name: Ahmed, Abdullah Fathi
last_name: Ahmed
- first_name: Sven
full_name: Niemann, Sven
last_name: Niemann
- first_name: Axel-Cyrille Ngonga
full_name: Ngomo, Axel-Cyrille Ngonga
last_name: Ngomo
citation:
ama: 'Sherif MA, da Silva AAM, Pestryakova S, Ahmed AF, Niemann S, Ngomo A-CN. IngridKG:
A FAIR Knowledge Graph of Graffiti. Scientific Data. 2023;10(1). doi:10.1038/s41597-023-02199-8'
apa: 'Sherif, M. A., da Silva, A. A. M., Pestryakova, S., Ahmed, A. F., Niemann,
S., & Ngomo, A.-C. N. (2023). IngridKG: A FAIR Knowledge Graph of Graffiti.
Scientific Data, 10(1), Article 318. https://doi.org/10.1038/s41597-023-02199-8'
bibtex: '@article{Sherif_da Silva_Pestryakova_Ahmed_Niemann_Ngomo_2023, title={IngridKG:
A FAIR Knowledge Graph of Graffiti}, volume={10}, DOI={10.1038/s41597-023-02199-8},
number={1318}, journal={Scientific Data}, publisher={Springer Science and Business
Media LLC}, author={Sherif, Mohamed Ahmed and da Silva, Ana Alexandra Morim and
Pestryakova, Svetlana and Ahmed, Abdullah Fathi and Niemann, Sven and Ngomo, Axel-Cyrille
Ngonga}, year={2023} }'
chicago: 'Sherif, Mohamed Ahmed, Ana Alexandra Morim da Silva, Svetlana Pestryakova,
Abdullah Fathi Ahmed, Sven Niemann, and Axel-Cyrille Ngonga Ngomo. “IngridKG:
A FAIR Knowledge Graph of Graffiti.” Scientific Data 10, no. 1 (2023).
https://doi.org/10.1038/s41597-023-02199-8.'
ieee: 'M. A. Sherif, A. A. M. da Silva, S. Pestryakova, A. F. Ahmed, S. Niemann,
and A.-C. N. Ngomo, “IngridKG: A FAIR Knowledge Graph of Graffiti,” Scientific
Data, vol. 10, no. 1, Art. no. 318, 2023, doi: 10.1038/s41597-023-02199-8.'
mla: 'Sherif, Mohamed Ahmed, et al. “IngridKG: A FAIR Knowledge Graph of Graffiti.”
Scientific Data, vol. 10, no. 1, 318, Springer Science and Business Media
LLC, 2023, doi:10.1038/s41597-023-02199-8.'
short: M.A. Sherif, A.A.M. da Silva, S. Pestryakova, A.F. Ahmed, S. Niemann, A.-C.N.
Ngomo, Scientific Data 10 (2023).
date_created: 2023-06-06T09:12:39Z
date_updated: 2023-06-06T09:17:10Z
department:
- _id: '574'
- _id: '115'
doi: 10.1038/s41597-023-02199-8
intvolume: ' 10'
issue: '1'
keyword:
- Library and Information Sciences
- Statistics
- Probability and Uncertainty
- Computer Science Applications
- Education
- Information Systems
- Statistics and Probability
language:
- iso: eng
project:
- _id: '104'
grant_number: '289287267'
name: 'INGRID: INGRID: Informationssystem Graffiti in Deutschland'
publication: Scientific Data
publication_identifier:
issn:
- 2052-4463
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'IngridKG: A FAIR Knowledge Graph of Graffiti'
type: journal_article
user_id: '6593'
volume: 10
year: '2023'
...
---
_id: '45580'
author:
- first_name: Jannik
full_name: Castenow, Jannik
id: '38705'
last_name: Castenow
citation:
ama: Castenow J. Local Protocols for Contracting and Expanding Robot Formation
Problems.; 2023. doi:10.17619/UNIPB/1-1750
apa: Castenow, J. (2023). Local Protocols for Contracting and Expanding Robot
Formation Problems. https://doi.org/10.17619/UNIPB/1-1750
bibtex: '@book{Castenow_2023, title={Local Protocols for Contracting and Expanding
Robot Formation Problems}, DOI={10.17619/UNIPB/1-1750},
author={Castenow, Jannik}, year={2023} }'
chicago: Castenow, Jannik. Local Protocols for Contracting and Expanding Robot
Formation Problems, 2023. https://doi.org/10.17619/UNIPB/1-1750.
ieee: J. Castenow, Local Protocols for Contracting and Expanding Robot Formation
Problems. 2023.
mla: Castenow, Jannik. Local Protocols for Contracting and Expanding Robot Formation
Problems. 2023, doi:10.17619/UNIPB/1-1750.
short: J. Castenow, Local Protocols for Contracting and Expanding Robot Formation
Problems, 2023.
date_created: 2023-06-12T13:06:58Z
date_updated: 2023-06-13T07:43:11Z
department:
- _id: '63'
doi: 10.17619/UNIPB/1-1750
language:
- iso: eng
project:
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
grant_number: '160364472'
name: 'SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen
Netzen (Subproject A1)'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
status: public
supervisor:
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
title: Local Protocols for Contracting and Expanding Robot Formation Problems
type: dissertation
user_id: '38705'
year: '2023'
...
---
_id: '45579'
author:
- first_name: Till
full_name: Knollmann, Till
id: '39241'
last_name: Knollmann
orcid: 0000-0003-2014-4696
citation:
ama: Knollmann T. Online Algorithms for Allocating Heterogeneous Resources.;
2023. doi:10.17619/UNIPB/1-1751
apa: Knollmann, T. (2023). Online Algorithms for Allocating Heterogeneous Resources.
https://doi.org/10.17619/UNIPB/1-1751
bibtex: '@book{Knollmann_2023, title={Online Algorithms for Allocating Heterogeneous
Resources}, DOI={10.17619/UNIPB/1-1751},
author={Knollmann, Till}, year={2023} }'
chicago: Knollmann, Till. Online Algorithms for Allocating Heterogeneous Resources,
2023. https://doi.org/10.17619/UNIPB/1-1751.
ieee: T. Knollmann, Online Algorithms for Allocating Heterogeneous Resources.
2023.
mla: Knollmann, Till. Online Algorithms for Allocating Heterogeneous Resources.
2023, doi:10.17619/UNIPB/1-1751.
short: T. Knollmann, Online Algorithms for Allocating Heterogeneous Resources, 2023.
date_created: 2023-06-12T13:05:04Z
date_updated: 2023-06-12T21:03:14Z
department:
- _id: '63'
doi: 10.17619/UNIPB/1-1751
language:
- iso: eng
project:
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
grant_number: '160364472'
name: 'SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen
Netzen (Subproject A1)'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
status: public
supervisor:
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
title: Online Algorithms for Allocating Heterogeneous Resources
type: dissertation
user_id: '39241'
year: '2023'
...
---
_id: '45695'
author:
- first_name: Sedjro Salomon
full_name: Hotegni, Sedjro Salomon
id: '97995'
last_name: Hotegni
- first_name: Sepideh
full_name: Mahabadi, Sepideh
last_name: Mahabadi
- first_name: Ali
full_name: Vakilian, Ali
last_name: Vakilian
citation:
ama: 'Hotegni SS, Mahabadi S, Vakilian A. Approximation Algorithms for Fair Range
Clustering. In: Proceedings of the 40th International Conference on Machine
Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.'
apa: Hotegni, S. S., Mahabadi, S., & Vakilian, A. (n.d.). Approximation Algorithms
for Fair Range Clustering. Proceedings of the 40th International Conference
on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023. International
Conference on Machine Learning, Honolulu, Hawaii, USA.
bibtex: '@inproceedings{Hotegni_Mahabadi_Vakilian, title={Approximation Algorithms
for Fair Range Clustering}, booktitle={Proceedings of the 40th International Conference
on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.}, author={Hotegni,
Sedjro Salomon and Mahabadi, Sepideh and Vakilian, Ali} }'
chicago: Hotegni, Sedjro Salomon, Sepideh Mahabadi, and Ali Vakilian. “Approximation
Algorithms for Fair Range Clustering.” In Proceedings of the 40th International
Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023., n.d.
ieee: S. S. Hotegni, S. Mahabadi, and A. Vakilian, “Approximation Algorithms for
Fair Range Clustering,” presented at the International Conference on Machine Learning,
Honolulu, Hawaii, USA.
mla: Hotegni, Sedjro Salomon, et al. “Approximation Algorithms for Fair Range Clustering.”
Proceedings of the 40th International Conference on Machine Learning, Honolulu,
Hawaii, USA. PMLR 202, 2023.
short: 'S.S. Hotegni, S. Mahabadi, A. Vakilian, in: Proceedings of the 40th International
Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023., n.d.'
conference:
end_date: 2023-07-29
location: Honolulu, Hawaii, USA
name: International Conference on Machine Learning
start_date: 2023-07-23
date_created: 2023-06-20T22:29:33Z
date_updated: 2023-06-20T23:03:12Z
department:
- _id: '655'
keyword:
- Fair range clustering
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://openreview.net/forum?id=gBoKJT5JhM
oa: '1'
publication: Proceedings of the 40th International Conference on Machine Learning,
Honolulu, Hawaii, USA. PMLR 202, 2023.
publication_status: accepted
status: public
title: Approximation Algorithms for Fair Range Clustering
type: conference
user_id: '97995'
year: '2023'
...
---
_id: '43060'
author:
- first_name: Sven Niclas
full_name: Hebrok, Sven Niclas
id: '55616'
last_name: Hebrok
- first_name: Simon
full_name: Nachtigall, Simon
last_name: Nachtigall
- first_name: Marcel
full_name: Maehren, Marcel
last_name: Maehren
- first_name: Nurullah
full_name: Erinola, Nurullah
last_name: Erinola
- first_name: Robert
full_name: Merget, Robert
last_name: Merget
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
- first_name: Jörg
full_name: Schwenk, Jörg
last_name: Schwenk
citation:
ama: 'Hebrok SN, Nachtigall S, Maehren M, et al. We Really Need to Talk About Session
Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets.
In: 32nd USENIX Security Symposium. ; 2023.'
apa: 'Hebrok, S. N., Nachtigall, S., Maehren, M., Erinola, N., Merget, R., Somorovsky,
J., & Schwenk, J. (2023). We Really Need to Talk About Session Tickets: A
Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets. 32nd
USENIX Security Symposium.'
bibtex: '@inproceedings{Hebrok_Nachtigall_Maehren_Erinola_Merget_Somorovsky_Schwenk_2023,
title={We Really Need to Talk About Session Tickets: A Large-Scale Analysis of
Cryptographic Dangers with TLS Session Tickets}, booktitle={32nd USENIX Security
Symposium}, author={Hebrok, Sven Niclas and Nachtigall, Simon and Maehren, Marcel
and Erinola, Nurullah and Merget, Robert and Somorovsky, Juraj and Schwenk, Jörg},
year={2023} }'
chicago: 'Hebrok, Sven Niclas, Simon Nachtigall, Marcel Maehren, Nurullah Erinola,
Robert Merget, Juraj Somorovsky, and Jörg Schwenk. “We Really Need to Talk About
Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session
Tickets.” In 32nd USENIX Security Symposium, 2023.'
ieee: 'S. N. Hebrok et al., “We Really Need to Talk About Session Tickets:
A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets,” 2023.'
mla: 'Hebrok, Sven Niclas, et al. “We Really Need to Talk About Session Tickets:
A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets.” 32nd
USENIX Security Symposium, 2023.'
short: 'S.N. Hebrok, S. Nachtigall, M. Maehren, N. Erinola, R. Merget, J. Somorovsky,
J. Schwenk, in: 32nd USENIX Security Symposium, 2023.'
date_created: 2023-03-22T08:15:42Z
date_updated: 2023-06-21T06:49:56Z
department:
- _id: '632'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.usenix.org/conference/usenixsecurity23/presentation/hebrok
oa: '1'
publication: 32nd USENIX Security Symposium
status: public
title: 'We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic
Dangers with TLS Session Tickets'
type: conference
user_id: '83504'
year: '2023'
...
---
_id: '45762'
author:
- first_name: Florian
full_name: Simon-Mertens, Florian
last_name: Simon-Mertens
citation:
ama: Simon-Mertens F. Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für
FPGA-Basierte Modulationsklassifikation.; 2023.
apa: Simon-Mertens, F. (2023). Effizienzanalyse leichtgewichtiger Neuronaler
Netze für FPGA-basierte Modulationsklassifikation.
bibtex: '@book{Simon-Mertens_2023, title={Effizienzanalyse leichtgewichtiger Neuronaler
Netze für FPGA-basierte Modulationsklassifikation}, author={Simon-Mertens, Florian},
year={2023} }'
chicago: Simon-Mertens, Florian. Effizienzanalyse Leichtgewichtiger Neuronaler
Netze Für FPGA-Basierte Modulationsklassifikation, 2023.
ieee: F. Simon-Mertens, Effizienzanalyse leichtgewichtiger Neuronaler Netze für
FPGA-basierte Modulationsklassifikation. 2023.
mla: Simon-Mertens, Florian. Effizienzanalyse Leichtgewichtiger Neuronaler Netze
Für FPGA-Basierte Modulationsklassifikation. 2023.
short: F. Simon-Mertens, Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für
FPGA-Basierte Modulationsklassifikation, 2023.
date_created: 2023-06-23T10:41:54Z
date_updated: 2023-06-23T10:42:08Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
status: public
supervisor:
- first_name: Felix
full_name: Jentzsch, Felix
id: '55631'
last_name: Jentzsch
orcid: 0000-0003-4987-5708
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
title: Effizienzanalyse leichtgewichtiger Neuronaler Netze für FPGA-basierte Modulationsklassifikation
type: bachelorsthesis
user_id: '55631'
year: '2023'
...
---
_id: '45793'
abstract:
- lang: eng
text: The global megatrends of digitization and sustainability lead to new challenges
for the design and management of technical products in industrial companies. Product
management - as the bridge between market and company - has the task to absorb
and combine the manifold requirements and make the right product-related decisions.
In the process, product management is confronted with heterogeneous information,
rapidly changing portfolio components, as well as increasing product, and organizational
complexity. Combining and utilizing data from different sources, e.g., product
usage data and social media data leads to promising potentials to improve the
quality of product-related decisions. In this paper, we reinforce the need for
data-driven product management as an interdisciplinary field of action. The state
of data-driven product management in practice was analyzed by conducting workshops
with six manufacturing companies and hosting a focus group meeting with experts
from different industries. We investigate the expectations and derive requirements
leading us to open research questions, a vision for data-driven product management,
and a research agenda to shape future research efforts.
author:
- first_name: Khoren
full_name: Grigoryan, Khoren
last_name: Grigoryan
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Nick
full_name: Schreiner, Nick
last_name: Schreiner
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Melina
full_name: Panzner, Melina
id: '72658'
last_name: Panzner
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
citation:
ama: 'Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management:
A Practitioner-Driven Research Agenda. In: Procedia CIRP 33. ; 2023.'
apa: 'Grigoryan, K., Fichtler, T., Schreiner, N., Rabe, M., Panzner, M., Kühn, A.,
Dumitrescu, R., & Koldewey, C. (2023). Data-Driven Product Management: A Practitioner-Driven
Research Agenda. Procedia CIRP 33. 33rd CIRP Design Conference, Sydney.'
bibtex: '@inproceedings{Grigoryan_Fichtler_Schreiner_Rabe_Panzner_Kühn_Dumitrescu_Koldewey_2023,
title={Data-Driven Product Management: A Practitioner-Driven Research Agenda},
booktitle={Procedia CIRP 33}, author={Grigoryan, Khoren and Fichtler, Timm and
Schreiner, Nick and Rabe, Martin and Panzner, Melina and Kühn, Arno and Dumitrescu,
Roman and Koldewey, Christian}, year={2023} }'
chicago: 'Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina
Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product
Management: A Practitioner-Driven Research Agenda.” In Procedia CIRP 33,
2023.'
ieee: 'K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven
Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.'
mla: 'Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven
Research Agenda.” Procedia CIRP 33, 2023.'
short: 'K. Grigoryan, T. Fichtler, N. Schreiner, M. Rabe, M. Panzner, A. Kühn, R.
Dumitrescu, C. Koldewey, in: Procedia CIRP 33, 2023.'
conference:
location: Sydney
name: 33rd CIRP Design Conference
date_created: 2023-06-27T13:46:45Z
date_updated: 2023-06-27T13:57:42Z
department:
- _id: '563'
- _id: '241'
keyword:
- Product Management
- Data Analytics
- Data-Driven Design
- Product-related data
- Lifecycle Data
- Tool-support
language:
- iso: eng
publication: Procedia CIRP 33
status: public
title: 'Data-Driven Product Management: A Practitioner-Driven Research Agenda'
type: conference
user_id: '66731'
year: '2023'
...
---
_id: '45812'
author:
- first_name: Leon
full_name: Özcan, Leon
id: '45137'
last_name: Özcan
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Benjamin
full_name: Kasten, Benjamin
last_name: Kasten
- 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: 'Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on
Strategy Options for Platform Operation in B2B Markets. In: ; 2023.'
apa: Özcan, L., Fichtler, T., Kasten, B., Koldewey, C., & Dumitrescu, R. (2023).
Interview Study on Strategy Options for Platform Operation in B2B Markets.
ISPIM Innovation Conference, Ljubljana.
bibtex: '@inproceedings{Özcan_Fichtler_Kasten_Koldewey_Dumitrescu_2023, title={Interview
Study on Strategy Options for Platform Operation in B2B Markets}, author={Özcan,
Leon and Fichtler, Timm and Kasten, Benjamin and Koldewey, Christian and Dumitrescu,
Roman}, year={2023} }'
chicago: Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman
Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B
Markets,” 2023.
ieee: L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview
Study on Strategy Options for Platform Operation in B2B Markets,” presented at
the ISPIM Innovation Conference, Ljubljana, 2023.
mla: Özcan, Leon, et al. Interview Study on Strategy Options for Platform Operation
in B2B Markets. 2023.
short: 'L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023.'
conference:
location: Ljubljana
name: ISPIM Innovation Conference
date_created: 2023-06-28T11:18:12Z
date_updated: 2023-06-28T11:18:31Z
department:
- _id: '563'
keyword:
- Digital Platform
- Platform Strategy
- Strategic Management
- Platform Life Cycle
- Interview Study
- Business Model
- Business-to-Business
- Two-sided Market
- Multi-sided Market
language:
- iso: eng
status: public
title: Interview Study on Strategy Options for Platform Operation in B2B Markets
type: conference
user_id: '66731'
year: '2023'
...
---
_id: '33734'
abstract:
- lang: eng
text: 'Many applications require explainable node classification in knowledge graphs.
Towards this end, a popular ``white-box'''' approach is class expression learning:
Given sets of positive and negative nodes, class expressions in description logics
are learned that separate positive from negative nodes. Most existing approaches
are search-based approaches generating many candidate class expressions and selecting
the best one. However, they often take a long time to find suitable class expressions.
In this paper, we cast class expression learning as a translation problem and
propose a new family of class expression learning approaches which we dub neural
class expression synthesizers. Training examples are ``translated'''' into class
expressions in a fashion akin to machine translation. Consequently, our synthesizers
are not subject to the runtime limitations of search-based approaches. We study
three instances of this novel family of approaches based on LSTMs, GRUs, and set
transformers, respectively. An evaluation of our approach on four benchmark datasets
suggests that it can effectively synthesize high-quality class expressions with
respect to the input examples in approximately one second on average. Moreover,
a comparison to state-of-the-art approaches suggests that we achieve better F-measures
on large datasets. For reproducibility purposes, we provide our implementation
as well as pretrained models in our public GitHub repository at https://github.com/dice-group/NeuralClassExpressionSynthesis'
author:
- first_name: N'Dah Jean
full_name: KOUAGOU, N'Dah Jean
id: '87189'
last_name: KOUAGOU
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
- first_name: Caglar
full_name: Demir, Caglar
id: '43817'
last_name: Demir
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression
Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. The Semantic
Web - 20th Extended Semantic Web Conference (ESWC 2023). Vol 13870. Springer
International Publishing; 2023:209-226. doi:https://doi.org/10.1007/978-3-031-33455-9_13'
apa: KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023).
Neural Class Expression Synthesis. In C. Pesquita, E. Jimenez-Ruiz, J. McCusker,
D. Faria, M. Dragoni, A. Dimou, R. Troncy, & S. Hertling (Eds.), The Semantic
Web - 20th Extended Semantic Web Conference (ESWC 2023) (Vol. 13870, pp. 209–226).
Springer International Publishing. https://doi.org/10.1007/978-3-031-33455-9_13
bibtex: '@inproceedings{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2023, title={Neural
Class Expression Synthesis}, volume={13870}, DOI={https://doi.org/10.1007/978-3-031-33455-9_13},
booktitle={The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)},
publisher={Springer International Publishing}, author={KOUAGOU, N’Dah Jean and
Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, editor={Pesquita,
Catia and Jimenez-Ruiz, Ernesto and McCusker, Jamie and Faria, Daniel and Dragoni,
Mauro and Dimou, Anastasia and Troncy, Raphael and Hertling, Sven}, year={2023},
pages={209–226} }'
chicago: KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga
Ngomo. “Neural Class Expression Synthesis.” In The Semantic Web - 20th Extended
Semantic Web Conference (ESWC 2023), edited by Catia Pesquita, Ernesto Jimenez-Ruiz,
Jamie McCusker, Daniel Faria, Mauro Dragoni, Anastasia Dimou, Raphael Troncy,
and Sven Hertling, 13870:209–26. Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-33455-9_13.
ieee: 'N. J. KOUAGOU, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class
Expression Synthesis,” in The Semantic Web - 20th Extended Semantic Web Conference
(ESWC 2023), Hersonissos, Crete, Greece, 2023, vol. 13870, pp. 209–226, doi:
https://doi.org/10.1007/978-3-031-33455-9_13.'
mla: KOUAGOU, N’Dah Jean, et al. “Neural Class Expression Synthesis.” The Semantic
Web - 20th Extended Semantic Web Conference (ESWC 2023), edited by Catia Pesquita
et al., vol. 13870, Springer International Publishing, 2023, pp. 209–26, doi:https://doi.org/10.1007/978-3-031-33455-9_13.
short: 'N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: C. Pesquita,
E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, S. Hertling
(Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023),
Springer International Publishing, 2023, pp. 209–226.'
conference:
end_date: 2023-06-01
location: Hersonissos, Crete, Greece
name: 20th Extended Semantic Web Conference
start_date: 2023-05-28
date_created: 2022-10-15T19:20:11Z
date_updated: 2023-07-02T18:10:02Z
department:
- _id: '574'
- _id: '760'
doi: https://doi.org/10.1007/978-3-031-33455-9_13
editor:
- first_name: Catia
full_name: Pesquita, Catia
last_name: Pesquita
- first_name: Ernesto
full_name: Jimenez-Ruiz, Ernesto
last_name: Jimenez-Ruiz
- first_name: Jamie
full_name: McCusker, Jamie
last_name: McCusker
- first_name: Daniel
full_name: Faria, Daniel
last_name: Faria
- first_name: Mauro
full_name: Dragoni, Mauro
last_name: Dragoni
- first_name: Anastasia
full_name: Dimou, Anastasia
last_name: Dimou
- first_name: Raphael
full_name: Troncy, Raphael
last_name: Troncy
- first_name: Sven
full_name: Hertling, Sven
last_name: Hertling
external_id:
unknown:
- https://link.springer.com/chapter/10.1007/978-3-031-33455-9_13
intvolume: ' 13870'
keyword:
- Neural network
- Concept learning
- Description logics
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://2023.eswc-conferences.org/wp-content/uploads/2023/05/paper_Kouagou_2023_Neural.pdf
oa: '1'
page: 209 - 226
project:
- _id: '410'
name: 'KnowGraphs: KnowGraphs: Knowledge Graphs at Scale'
- _id: '407'
grant_number: '101070305'
name: 'ENEXA: Efficient Explainable Learning on Knowledge Graphs'
- _id: '285'
grant_number: NW21-059D
name: 'SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems'
publication: The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)
publication_identifier:
unknown:
- 978-3-031-33455-9
publication_status: published
publisher: Springer International Publishing
status: public
title: Neural Class Expression Synthesis
type: conference
user_id: '11871'
volume: 13870
year: '2023'
...
---
_id: '37937'
abstract:
- lang: eng
text: "Knowledge bases are widely used for information management on the web,\r\nenabling
high-impact applications such as web search, question answering, and\r\nnatural
language processing. They also serve as the backbone for automatic\r\ndecision
systems, e.g. for medical diagnostics and credit scoring. As\r\nstakeholders affected
by these decisions would like to understand their\r\nsituation and verify fair
decisions, a number of explanation approaches have\r\nbeen proposed using concepts
in description logics. However, the learned\r\nconcepts can become long and difficult
to fathom for non-experts, even when\r\nverbalized. Moreover, long concepts do
not immediately provide a clear path of\r\naction to change one's situation. Counterfactuals
answering the question \"How\r\nmust feature values be changed to obtain a different
classification?\" have been\r\nproposed as short, human-friendly explanations
for tabular data. In this paper,\r\nwe transfer the notion of counterfactuals
to description logics and propose the\r\nfirst algorithm for generating counterfactual
explanations in the description\r\nlogic $\\mathcal{ELH}$. Counterfactual candidates
are generated from concepts\r\nand the candidates with fewest feature changes
are selected as counterfactuals.\r\nIn case of multiple counterfactuals, we rank
them according to the likeliness\r\nof their feature combinations. For evaluation,
we conduct a user survey to\r\ninvestigate which of the generated counterfactual
candidates are preferred for\r\nexplanation by participants. In a second study,
we explore possible use cases\r\nfor counterfactual explanations."
author:
- first_name: Leonie Nora
full_name: Sieger, Leonie Nora
id: '93402'
last_name: Sieger
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
- first_name: Lukas
full_name: Blübaum, Lukas
last_name: Blübaum
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: Sieger LN, Heindorf S, Blübaum L, Ngonga Ngomo A-C. Counterfactual Explanations
for Concepts in ELH. arXiv:230105109. Published online 2023.
apa: Sieger, L. N., Heindorf, S., Blübaum, L., & Ngonga Ngomo, A.-C. (2023).
Counterfactual Explanations for Concepts in ELH. In arXiv:2301.05109.
bibtex: '@article{Sieger_Heindorf_Blübaum_Ngonga Ngomo_2023, title={Counterfactual
Explanations for Concepts in ELH}, journal={arXiv:2301.05109}, author={Sieger,
Leonie Nora and Heindorf, Stefan and Blübaum, Lukas and Ngonga Ngomo, Axel-Cyrille},
year={2023} }'
chicago: Sieger, Leonie Nora, Stefan Heindorf, Lukas Blübaum, and Axel-Cyrille Ngonga
Ngomo. “Counterfactual Explanations for Concepts in ELH.” ArXiv:2301.05109,
2023.
ieee: L. N. Sieger, S. Heindorf, L. Blübaum, and A.-C. Ngonga Ngomo, “Counterfactual
Explanations for Concepts in ELH,” arXiv:2301.05109. 2023.
mla: Sieger, Leonie Nora, et al. “Counterfactual Explanations for Concepts in ELH.”
ArXiv:2301.05109, 2023.
short: L.N. Sieger, S. Heindorf, L. Blübaum, A.-C. Ngonga Ngomo, ArXiv:2301.05109
(2023).
date_created: 2023-01-22T19:36:01Z
date_updated: 2023-07-02T18:10:34Z
department:
- _id: '574'
- _id: '760'
external_id:
arxiv:
- '2301.05109'
language:
- iso: eng
main_file_link:
- url: https://arxiv.org/pdf/2301.05109.pdf
publication: arXiv:2301.05109
status: public
title: Counterfactual Explanations for Concepts in ELH
type: preprint
user_id: '11871'
year: '2023'
...
---
_id: '44323'
abstract:
- lang: eng
text: "Reading between the lines has so far been reserved for humans. The present
dissertation addresses this research gap using machine learning methods.\r\nImplicit
expressions are not comprehensible by computers and cannot be localized in the
text. However, many texts arise on interpersonal topics that, unlike commercial
evaluation texts, often imply information only by means of longer phrases. Examples
are the kindness and the attentiveness of a doctor, which are only paraphrased
(“he didn’t even look me in the eye”). The analysis of such data, especially the
identification and localization of implicit statements, is a research gap (1).
This work uses so-called Aspect-based Sentiment Analysis as a method for this
purpose. It remains open how the aspect categories to be extracted can be discovered
and thematically delineated based on the data (2). Furthermore, it is not yet
explored how a collection of tools should look like, with which implicit phrases
can be identified and thus made explicit\r\n(3). Last, it is an open question
how to correlate the identified phrases from the text data with other data, including
the investigation of the relationship between quantitative scores (e.g., school
grades) and the thematically related text (4). Based on these research gaps, the
research question is posed as follows: Using text mining methods, how can implicit
rating content be properly interpreted and thus made explicit before it is automatically
categorized and quantified?\r\nThe uniqueness of this dissertation is based on
the automated recognition of implicit linguistic statements alongside explicit
statements. These are identified in unstructured text data so that features expressed
only in the text can later be compared across data sources, even though they were
not included in rating categories such as stars or school grades. German-language
physician ratings from websites in three countries serve as the sample domain.
The solution approach consists of data creation, a pipeline for text processing
and analyses based on this. In the data creation, aspect classes are identified
and delineated across platforms and marked in text data. This results in six datasets
with over 70,000 annotated sentences and detailed guidelines. The models that
were created based on the training data extract and categorize the aspects. In
addition, the sentiment polarity and the evaluation weight, i. e., the importance
of each phrase, are determined. The models, which are combined in a pipeline,
are used in a prototype in the form of a web application. The analyses built on
the pipeline quantify the rating contents by linking the obtained information
with further data, thus allowing new insights.\r\nAs a result, a toolbox is provided
to identify quantifiable rating content and categories using text mining for a
sample domain. This is used to evaluate the approach, which in principle can also
be adapted to any other domain."
author:
- first_name: Joschka
full_name: Kersting, Joschka
id: '58701'
last_name: Kersting
citation:
ama: Kersting J. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien
mittels Text Mining. Universität der Bundeswehr München ; 2023.
apa: Kersting, J. (2023). Identifizierung quantifizierbarer Bewertungsinhalte
und -kategorien mittels Text Mining. Universität der Bundeswehr München .
bibtex: '@book{Kersting_2023, place={Neubiberg}, title={Identifizierung quantifizierbarer
Bewertungsinhalte und -kategorien mittels Text Mining}, publisher={Universität
der Bundeswehr München }, author={Kersting, Joschka}, year={2023} }'
chicago: 'Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte
und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr
München , 2023.'
ieee: 'J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien
mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023.'
mla: Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und
-kategorien mittels Text Mining. Universität der Bundeswehr München , 2023.
short: J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien
mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023.
date_created: 2023-05-02T12:54:00Z
date_updated: 2023-07-03T12:29:50Z
department:
- _id: '579'
- _id: '7'
language:
- iso: ger
page: '208'
place: Neubiberg
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901'
- _id: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '9'
grant_number: '160364472'
name: 'SFB 901 - B1: SFB 901 - Subproject B1'
publication_status: published
publisher: 'Universität der Bundeswehr München '
related_material:
link:
- relation: supplementary_material
url: https://athene-forschung.unibw.de/145003
status: public
supervisor:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
title: Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels
Text Mining
type: dissertation
user_id: '58701'
year: '2023'
...
---
_id: '45875'
author:
- first_name: Thorsten
full_name: Götte, Thorsten
id: '34727'
last_name: Götte
- first_name: Till
full_name: Knollmann, Till
id: '39241'
last_name: Knollmann
orcid: 0000-0003-2014-4696
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
- first_name: Julian
full_name: Werthmann, Julian
id: '50024'
last_name: Werthmann
citation:
ama: 'Götte T, Knollmann T, Meyer auf der Heide F, Scheideler C, Werthmann J. Capabilities
and Limitations of Local Strategies in Dynamic Networks. In: Haake C-J, Meyer
auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing
-- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe
des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:1--20.
doi:10.5281/zenodo.8060372'
apa: Götte, T., Knollmann, T., Meyer auf der Heide, F., Scheideler, C., & Werthmann,
J. (2023). Capabilities and Limitations of Local Strategies in Dynamic Networks.
In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim
(Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets
(Vol. 412, pp. 1--20). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8060372
bibtex: '@inbook{Götte_Knollmann_Meyer auf der Heide_Scheideler_Werthmann_2023,
place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts},
title={Capabilities and Limitations of Local Strategies in Dynamic Networks},
volume={412}, DOI={10.5281/zenodo.8060372},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Götte, Thorsten
and Knollmann, Till and Meyer auf der Heide, Friedhelm and Scheideler, Christian
and Werthmann, Julian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm
and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
pages={1--20}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
}'
chicago: 'Götte, Thorsten, Till Knollmann, Friedhelm Meyer auf der Heide, Christian
Scheideler, and Julian Werthmann. “Capabilities and Limitations of Local Strategies
in Dynamic Networks.” In On-The-Fly Computing -- Individualized IT-Services
in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der
Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:1--20. Verlagsschriftenreihe
Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn,
2023. https://doi.org/10.5281/zenodo.8060372.'
ieee: 'T. Götte, T. Knollmann, F. Meyer auf der Heide, C. Scheideler, and J. Werthmann,
“Capabilities and Limitations of Local Strategies in Dynamic Networks,” in On-The-Fly
Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J.
Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds.
Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 1--20.'
mla: Götte, Thorsten, et al. “Capabilities and Limitations of Local Strategies in
Dynamic Networks.” On-The-Fly Computing -- Individualized IT-Services in Dynamic
Markets, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut,
Universität Paderborn, 2023, pp. 1--20, doi:10.5281/zenodo.8060372.
short: 'T. Götte, T. Knollmann, F. Meyer auf der Heide, C. Scheideler, J. Werthmann,
in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim
(Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 1--20.'
date_created: 2023-07-07T06:21:38Z
date_updated: 2023-07-07T06:21:57Z
ddc:
- '004'
department:
- _id: '7'
doi: 10.5281/zenodo.8060372
editor:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
- access_level: open_access
content_type: application/pdf
creator: ups
date_created: 2023-07-07T06:20:43Z
date_updated: 2023-07-07T06:20:43Z
file_id: '45876'
file_name: A1-Chapter-SFB-Buch-Final.pdf
file_size: 543715
relation: main_file
file_date_updated: 2023-07-07T06:20:43Z
has_accepted_license: '1'
intvolume: ' 412'
language:
- iso: eng
oa: '1'
page: 1--20
place: Paderborn
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
grant_number: '160364472'
name: 'SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen
Netzen (Subproject A1)'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Capabilities and Limitations of Local Strategies in Dynamic Networks
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
_id: '45895'
author:
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Marten
full_name: Maack, Marten
id: '88252'
last_name: Maack
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
- first_name: Simon
full_name: Pukrop, Simon
id: '44428'
last_name: Pukrop
- first_name: Adrian
full_name: Redder, Adrian
id: '52265'
last_name: Redder
orcid: https://orcid.org/0000-0001-7391-4688
citation:
ama: 'Karl H, Maack M, Meyer auf der Heide F, Pukrop S, Redder A. On-The-Fly Compute
Centers II: Execution of Composed Services in Configurable Compute Centers. In:
Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly
Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe
des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:183-202.
doi:10.5281/zenodo.8068664'
apa: 'Karl, H., Maack, M., Meyer auf der Heide, F., Pukrop, S., & Redder, A.
(2023). On-The-Fly Compute Centers II: Execution of Composed Services in Configurable
Compute Centers. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth,
& H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-services
in dynamic markets (Vol. 412, pp. 183–202). Heinz Nixdorf Institut, Universität
Paderborn. https://doi.org/10.5281/zenodo.8068664'
bibtex: '@inbook{Karl_Maack_Meyer auf der Heide_Pukrop_Redder_2023, place={Paderborn},
series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly
Compute Centers II: Execution of Composed Services in Configurable Compute Centers},
volume={412}, DOI={10.5281/zenodo.8068664},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Karl, Holger
and Maack, Marten and Meyer auf der Heide, Friedhelm and Pukrop, Simon and Redder,
Adrian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner,
Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={183–202},
collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }'
chicago: 'Karl, Holger, Marten Maack, Friedhelm Meyer auf der Heide, Simon Pukrop,
and Adrian Redder. “On-The-Fly Compute Centers II: Execution of Composed Services
in Configurable Compute Centers.” In On-The-Fly Computing -- Individualized
IT-Services in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer
auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:183–202.
Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut,
Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068664.'
ieee: 'H. Karl, M. Maack, F. Meyer auf der Heide, S. Pukrop, and A. Redder, “On-The-Fly
Compute Centers II: Execution of Composed Services in Configurable Compute Centers,”
in On-The-Fly Computing -- Individualized IT-services in dynamic markets,
vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and
H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023,
pp. 183–202.'
mla: 'Karl, Holger, et al. “On-The-Fly Compute Centers II: Execution of Composed
Services in Configurable Compute Centers.” On-The-Fly Computing -- Individualized
IT-Services in Dynamic Markets, edited by Claus-Jochen Haake et al., vol.
412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 183–202, doi:10.5281/zenodo.8068664.'
short: 'H. Karl, M. Maack, F. Meyer auf der Heide, S. Pukrop, A. Redder, in: C.-J.
Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.),
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf
Institut, Universität Paderborn, Paderborn, 2023, pp. 183–202.'
date_created: 2023-07-07T08:24:28Z
date_updated: 2023-07-07T11:16:53Z
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last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
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content_type: application/pdf
creator: florida
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name: 'SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter
Dienste in konfigurierbaren Rechenzentren (Subproject C4)'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: 'On-The-Fly Compute Centers II: Execution of Composed Services in Configurable
Compute Centers'
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...
---
_id: '45901'
author:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
- first_name: Jan
full_name: Bobolz, Jan
id: '27207'
last_name: Bobolz
- first_name: Fabian
full_name: Eidens, Fabian
id: '25078'
last_name: Eidens
- first_name: Tibor
full_name: Jager, Tibor
id: '64669'
last_name: Jager
- first_name: Paul
full_name: Kramer, Paul
id: '64594'
last_name: Kramer
citation:
ama: 'Blömer J, Bobolz J, Eidens F, Jager T, Kramer P. Practical Cryptograhic Techniques
for Secure and Privacy-Preserving Customer Loyalty Systems. In: Haake C-J, Meyer
auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing
-- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe
des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:237-246.
doi:10.5281/zenodo.8068755'
apa: Blömer, J., Bobolz, J., Eidens, F., Jager, T., & Kramer, P. (2023). Practical
Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems.
In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim
(Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets
(Vol. 412, pp. 237–246). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068755
bibtex: '@inbook{Blömer_Bobolz_Eidens_Jager_Kramer_2023, place={Paderborn}, series={Verlagsschriftenreihe
des Heinz Nixdorf Instituts}, title={Practical Cryptograhic Techniques for Secure
and Privacy-Preserving Customer Loyalty Systems}, volume={412}, DOI={10.5281/zenodo.8068755},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Blömer, Johannes
and Bobolz, Jan and Eidens, Fabian and Jager, Tibor and Kramer, Paul}, editor={Haake,
Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth,
Henning and Wehrheim, Heike}, year={2023}, pages={237–246}, collection={Verlagsschriftenreihe
des Heinz Nixdorf Instituts} }'
chicago: 'Blömer, Johannes, Jan Bobolz, Fabian Eidens, Tibor Jager, and Paul Kramer.
“Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer
Loyalty Systems.” In On-The-Fly Computing -- Individualized IT-Services in
Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide,
Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:237–46. Verlagsschriftenreihe
Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn,
2023. https://doi.org/10.5281/zenodo.8068755.'
ieee: 'J. Blömer, J. Bobolz, F. Eidens, T. Jager, and P. Kramer, “Practical Cryptograhic
Techniques for Secure and Privacy-Preserving Customer Loyalty Systems,” in On-The-Fly
Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J.
Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds.
Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 237–246.'
mla: Blömer, Johannes, et al. “Practical Cryptograhic Techniques for Secure and
Privacy-Preserving Customer Loyalty Systems.” On-The-Fly Computing -- Individualized
IT-Services in Dynamic Markets, edited by Claus-Jochen Haake et al., vol.
412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 237–46, doi:10.5281/zenodo.8068755.
short: 'J. Blömer, J. Bobolz, F. Eidens, T. Jager, P. Kramer, in: C.-J. Haake, F.
Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly
Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut,
Universität Paderborn, Paderborn, 2023, pp. 237–246.'
date_created: 2023-07-07T08:41:44Z
date_updated: 2023-07-07T11:13:37Z
ddc:
- '004'
department:
- _id: '7'
doi: 10.5281/zenodo.8068755
editor:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
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content_type: application/pdf
creator: florida
date_created: 2023-07-07T08:41:35Z
date_updated: 2023-07-07T11:13:37Z
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in dynamischen Märkten '
- _id: '82'
name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '84'
name: 'SFB 901 - T2: SFB 901 -Subproject T2'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer
Loyalty Systems
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
_id: '45899'
author:
- first_name: Alexander
full_name: Boschmann, Alexander
last_name: Boschmann
- first_name: Lennart
full_name: Clausing, Lennart
id: '74287'
last_name: Clausing
orcid: 0000-0003-3789-6034
- first_name: Felix
full_name: Jentzsch, Felix
id: '55631'
last_name: Jentzsch
orcid: 0000-0003-4987-5708
- 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: 'Boschmann A, Clausing L, Jentzsch F, Ghasemzadeh Mohammadi H, Platzner M.
Flexible Industrial Analytics on Reconfigurable Systems-On-Chip. In: Haake C-J,
Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly
Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe
des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:225-236.
doi:10.5281/zenodo.8068713'
apa: Boschmann, A., Clausing, L., Jentzsch, F., Ghasemzadeh Mohammadi, H., &
Platzner, M. (2023). Flexible Industrial Analytics on Reconfigurable Systems-On-Chip.
In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim
(Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets
(Vol. 412, pp. 225–236). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068713
bibtex: '@inbook{Boschmann_Clausing_Jentzsch_Ghasemzadeh Mohammadi_Platzner_2023,
place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts},
title={Flexible Industrial Analytics on Reconfigurable Systems-On-Chip}, volume={412},
DOI={10.5281/zenodo.8068713},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Boschmann,
Alexander and Clausing, Lennart and Jentzsch, Felix and Ghasemzadeh Mohammadi,
Hassan and Platzner, Marco}, editor={Haake, Claus-Jochen and Meyer auf der Heide,
Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
pages={225–236}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
}'
chicago: 'Boschmann, Alexander, Lennart Clausing, Felix Jentzsch, Hassan Ghasemzadeh
Mohammadi, and Marco Platzner. “Flexible Industrial Analytics on Reconfigurable
Systems-On-Chip.” In On-The-Fly Computing -- Individualized IT-Services in
Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide,
Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:225–36. Verlagsschriftenreihe
Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn,
2023. https://doi.org/10.5281/zenodo.8068713.'
ieee: 'A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, and M.
Platzner, “Flexible Industrial Analytics on Reconfigurable Systems-On-Chip,” in
On-The-Fly Computing -- Individualized IT-services in dynamic markets,
vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and
H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023,
pp. 225–236.'
mla: Boschmann, Alexander, et al. “Flexible Industrial Analytics on Reconfigurable
Systems-On-Chip.” On-The-Fly Computing -- Individualized IT-Services in Dynamic
Markets, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut,
Universität Paderborn, 2023, pp. 225–36, doi:10.5281/zenodo.8068713.
short: 'A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, M. Platzner,
in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim
(Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 225–236.'
date_created: 2023-07-07T08:36:58Z
date_updated: 2023-07-07T11:15:06Z
ddc:
- '004'
department:
- _id: '7'
doi: 10.5281/zenodo.8068713
editor:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
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creator: florida
date_created: 2023-07-07T08:36:40Z
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name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
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- _id: '82'
name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '83'
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publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Flexible Industrial Analytics on Reconfigurable Systems-On-Chip
type: book_chapter
user_id: '477'
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...
---
_id: '45888'
author:
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
- first_name: 'Philipp '
full_name: 'Schubert, Philipp '
last_name: Schubert
- first_name: Felix
full_name: Pauck, Felix
id: '22398'
last_name: Pauck
- first_name: Marie-Christine
full_name: Jakobs, Marie-Christine
last_name: Jakobs
citation:
ama: 'Wehrheim H, Platzner M, Bodden E, Schubert P, Pauck F, Jakobs M-C. Verifying
Software and Reconfigurable Hardware Services. In: Haake C-J, Meyer auf der Heide
F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized
IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf
Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:125-144. doi:10.5281/zenodo.8068583'
apa: Wehrheim, H., Platzner, M., Bodden, E., Schubert, P., Pauck, F., & Jakobs,
M.-C. (2023). Verifying Software and Reconfigurable Hardware Services. In C.-J.
Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.),
On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol.
412, pp. 125–144). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068583
bibtex: '@inbook{Wehrheim_Platzner_Bodden_Schubert_Pauck_Jakobs_2023, place={Paderborn},
series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Verifying Software
and Reconfigurable Hardware Services}, volume={412}, DOI={10.5281/zenodo.8068583},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike
and Platzner, Marco and Bodden, Eric and Schubert, Philipp and Pauck, Felix and
Jakobs, Marie-Christine}, editor={Haake, Claus-Jochen and Meyer auf der Heide,
Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
pages={125–144}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
}'
chicago: 'Wehrheim, Heike, Marco Platzner, Eric Bodden, Philipp Schubert, Felix
Pauck, and Marie-Christine Jakobs. “Verifying Software and Reconfigurable Hardware
Services.” In On-The-Fly Computing -- Individualized IT-Services in Dynamic
Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco
Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:125–44. Verlagsschriftenreihe
Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn,
2023. https://doi.org/10.5281/zenodo.8068583.'
ieee: 'H. Wehrheim, M. Platzner, E. Bodden, P. Schubert, F. Pauck, and M.-C. Jakobs,
“Verifying Software and Reconfigurable Hardware Services,” in On-The-Fly Computing
-- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F.
Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn:
Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 125–144.'
mla: Wehrheim, Heike, et al. “Verifying Software and Reconfigurable Hardware Services.”
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität
Paderborn, 2023, pp. 125–44, doi:10.5281/zenodo.8068583.
short: 'H. Wehrheim, M. Platzner, E. Bodden, P. Schubert, F. Pauck, M.-C. Jakobs,
in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim
(Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 125–144.'
date_created: 2023-07-07T08:01:23Z
date_updated: 2023-07-07T11:18:59Z
ddc:
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department:
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doi: 10.5281/zenodo.8068583
editor:
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full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
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content_type: application/pdf
creator: florida
date_created: 2023-07-07T08:01:12Z
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grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
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name: 'SFB 901 - B: SFB 901 - Project Area B'
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publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Verifying Software and Reconfigurable Hardware Services
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
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author:
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full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
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full_name: Vorbohle, Christian
id: '29951'
last_name: Vorbohle
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
- first_name: Nacy V.
full_name: Wünderlich, Nacy V.
last_name: Wünderlich
citation:
ama: 'Gottschalk S, Vorbohle C, Kundisch D, Engels G, Wünderlich NV. Architectural
Management of OTF Computing Markets. In: Haake C-J, Meyer auf der Heide F, Platzner
M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services
in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts.
Heinz Nixdorf Institut, Universität Paderborn; 2023:203-224. doi:10.5281/zenodo.8068691'
apa: Gottschalk, S., Vorbohle, C., Kundisch, D., Engels, G., & Wünderlich, N.
V. (2023). Architectural Management of OTF Computing Markets. In C.-J. Haake,
F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly
Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp.
203–224). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068691
bibtex: '@inbook{Gottschalk_Vorbohle_Kundisch_Engels_Wünderlich_2023, place={Paderborn},
series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Architectural
Management of OTF Computing Markets}, volume={412}, DOI={10.5281/zenodo.8068691},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Gottschalk,
Sebastian and Vorbohle, Christian and Kundisch, Dennis and Engels, Gregor and
Wünderlich, Nacy V.}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm
and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
pages={203–224}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
}'
chicago: 'Gottschalk, Sebastian, Christian Vorbohle, Dennis Kundisch, Gregor Engels,
and Nacy V. Wünderlich. “Architectural Management of OTF Computing Markets.” In
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning
Wachsmuth, and Heike Wehrheim, 412:203–24. Verlagsschriftenreihe Des Heinz Nixdorf
Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068691.'
ieee: 'S. Gottschalk, C. Vorbohle, D. Kundisch, G. Engels, and N. V. Wünderlich,
“Architectural Management of OTF Computing Markets,” in On-The-Fly Computing
-- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F.
Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn:
Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 203–224.'
mla: Gottschalk, Sebastian, et al. “Architectural Management of OTF Computing Markets.”
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität
Paderborn, 2023, pp. 203–24, doi:10.5281/zenodo.8068691.
short: 'S. Gottschalk, C. Vorbohle, D. Kundisch, G. Engels, N.V. Wünderlich, in:
C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.),
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf
Institut, Universität Paderborn, Paderborn, 2023, pp. 203–224.'
date_created: 2023-07-07T08:30:05Z
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- first_name: Friedhelm
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- first_name: Marco
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last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
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full_name: Wehrheim, Heike
last_name: Wehrheim
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publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Architectural Management of OTF Computing Markets
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
_id: '45891'
author:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
- first_name: Fabian
full_name: Eidens, Fabian
id: '25078'
last_name: Eidens
- first_name: Tibor
full_name: Jager, Tibor
id: '64669'
last_name: Jager
- first_name: David
full_name: Niehues, David
id: '36113'
last_name: Niehues
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
citation:
ama: 'Blömer J, Eidens F, Jager T, Niehues D, Scheideler C. Robustness and Security.
In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds.
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets.
Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut,
Universität Paderborn; 2023:145-164. doi:10.5281/zenodo.8068629'
apa: Blömer, J., Eidens, F., Jager, T., Niehues, D., & Scheideler, C. (2023).
Robustness and Security. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner,
H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized
IT-services in dynamic markets (Vol. 412, pp. 145–164). Heinz Nixdorf Institut,
Universität Paderborn. https://doi.org/10.5281/zenodo.8068629
bibtex: '@inbook{Blömer_Eidens_Jager_Niehues_Scheideler_2023, place={Paderborn},
series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Robustness
and Security}, volume={412}, DOI={10.5281/zenodo.8068629},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Blömer, Johannes
and Eidens, Fabian and Jager, Tibor and Niehues, David and Scheideler, Christian},
editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco
and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={145–164}, collection={Verlagsschriftenreihe
des Heinz Nixdorf Instituts} }'
chicago: 'Blömer, Johannes, Fabian Eidens, Tibor Jager, David Niehues, and Christian
Scheideler. “Robustness and Security.” In On-The-Fly Computing -- Individualized
IT-Services in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer
auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:145–64.
Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut,
Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068629.'
ieee: 'J. Blömer, F. Eidens, T. Jager, D. Niehues, and C. Scheideler, “Robustness
and Security,” in On-The-Fly Computing -- Individualized IT-services in dynamic
markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth,
and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn,
2023, pp. 145–164.'
mla: Blömer, Johannes, et al. “Robustness and Security.” On-The-Fly Computing
-- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake
et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 145–64,
doi:10.5281/zenodo.8068629.
short: 'J. Blömer, F. Eidens, T. Jager, D. Niehues, C. Scheideler, in: C.-J. Haake,
F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly
Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut,
Universität Paderborn, Paderborn, 2023, pp. 145–164.'
date_created: 2023-07-07T08:08:47Z
date_updated: 2023-07-07T11:18:21Z
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doi: 10.5281/zenodo.8068629
editor:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
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creator: florida
date_created: 2023-07-07T08:08:37Z
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series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Robustness and Security
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
_id: '45882'
author:
- first_name: Frederik Simon
full_name: Bäumer, Frederik Simon
id: '38837'
last_name: Bäumer
- first_name: Wei-Fan
full_name: Chen, Wei-Fan
id: '82920'
last_name: Chen
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Joschka
full_name: Kersting, Joschka
id: '58701'
last_name: Kersting
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
citation:
ama: 'Bäumer FS, Chen W-F, Geierhos M, Kersting J, Wachsmuth H. Dialogue-based Requirement
Compensation and Style-adjusted Data-to-text Generation. In: Haake C-J, Meyer
auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing
-- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe
des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:65-84.
doi:10.5281/zenodo.8068456'
apa: Bäumer, F. S., Chen, W.-F., Geierhos, M., Kersting, J., & Wachsmuth, H.
(2023). Dialogue-based Requirement Compensation and Style-adjusted Data-to-text
Generation. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth,
& H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-services
in dynamic markets (Vol. 412, pp. 65–84). Heinz Nixdorf Institut, Universität
Paderborn. https://doi.org/10.5281/zenodo.8068456
bibtex: '@inbook{Bäumer_Chen_Geierhos_Kersting_Wachsmuth_2023, place={Paderborn},
series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Dialogue-based
Requirement Compensation and Style-adjusted Data-to-text Generation}, volume={412},
DOI={10.5281/zenodo.8068456},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Bäumer, Frederik
Simon and Chen, Wei-Fan and Geierhos, Michaela and Kersting, Joschka and Wachsmuth,
Henning}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner,
Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={65–84},
collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }'
chicago: 'Bäumer, Frederik Simon, Wei-Fan Chen, Michaela Geierhos, Joschka Kersting,
and Henning Wachsmuth. “Dialogue-Based Requirement Compensation and Style-Adjusted
Data-to-Text Generation.” In On-The-Fly Computing -- Individualized IT-Services
in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der
Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:65–84. Verlagsschriftenreihe
Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn,
2023. https://doi.org/10.5281/zenodo.8068456.'
ieee: 'F. S. Bäumer, W.-F. Chen, M. Geierhos, J. Kersting, and H. Wachsmuth, “Dialogue-based
Requirement Compensation and Style-adjusted Data-to-text Generation,” in On-The-Fly
Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J.
Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds.
Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 65–84.'
mla: Bäumer, Frederik Simon, et al. “Dialogue-Based Requirement Compensation and
Style-Adjusted Data-to-Text Generation.” On-The-Fly Computing -- Individualized
IT-Services in Dynamic Markets, edited by Claus-Jochen Haake et al., vol.
412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 65–84, doi:10.5281/zenodo.8068456.
short: 'F.S. Bäumer, W.-F. Chen, M. Geierhos, J. Kersting, H. Wachsmuth, in: C.-J.
Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.),
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf
Institut, Universität Paderborn, Paderborn, 2023, pp. 65–84.'
date_created: 2023-07-07T07:29:13Z
date_updated: 2023-07-07T11:20:52Z
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doi: 10.5281/zenodo.8068456
editor:
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full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
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creator: florida
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publisher: Heinz Nixdorf Institut, Universität Paderborn
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title: Dialogue-based Requirement Compensation and Style-adjusted Data-to-text Generation
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...
---
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author:
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full_name: Hanselle, Jonas Manuel
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orcid: 0000-0002-1231-4985
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full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
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full_name: Mohr, Felix
last_name: Mohr
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full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
- first_name: Mohamed
full_name: Sherif, Mohamed
id: '67234'
last_name: Sherif
orcid: https://orcid.org/0000-0002-9927-2203
- first_name: Alexander
full_name: Tornede, Alexander
id: '38209'
last_name: Tornede
- first_name: Marcel Dominik
full_name: Wever, Marcel Dominik
id: '33176'
last_name: Wever
orcid: ' https://orcid.org/0000-0001-9782-6818'
citation:
ama: 'Hanselle JM, Hüllermeier E, Mohr F, et al. Configuration and Evaluation. In:
Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly
Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe
des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:85-104.
doi:10.5281/zenodo.8068466'
apa: Hanselle, J. M., Hüllermeier, E., Mohr, F., Ngonga Ngomo, A.-C., Sherif, M.,
Tornede, A., & Wever, M. D. (2023). Configuration and Evaluation. In C.-J.
Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.),
On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol.
412, pp. 85–104). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068466
bibtex: '@inbook{Hanselle_Hüllermeier_Mohr_Ngonga Ngomo_Sherif_Tornede_Wever_2023,
place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts},
title={Configuration and Evaluation}, volume={412}, DOI={10.5281/zenodo.8068466},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Hanselle, Jonas
Manuel and Hüllermeier, Eyke and Mohr, Felix and Ngonga Ngomo, Axel-Cyrille and
Sherif, Mohamed and Tornede, Alexander and Wever, Marcel Dominik}, editor={Haake,
Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth,
Henning and Wehrheim, Heike}, year={2023}, pages={85–104}, collection={Verlagsschriftenreihe
des Heinz Nixdorf Instituts} }'
chicago: 'Hanselle, Jonas Manuel, Eyke Hüllermeier, Felix Mohr, Axel-Cyrille Ngonga
Ngomo, Mohamed Sherif, Alexander Tornede, and Marcel Dominik Wever. “Configuration
and Evaluation.” In On-The-Fly Computing -- Individualized IT-Services in Dynamic
Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco
Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:85–104. Verlagsschriftenreihe
Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn,
2023. https://doi.org/10.5281/zenodo.8068466.'
ieee: 'J. M. Hanselle et al., “Configuration and Evaluation,” in On-The-Fly
Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J.
Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds.
Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 85–104.'
mla: Hanselle, Jonas Manuel, et al. “Configuration and Evaluation.” On-The-Fly
Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen
Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp.
85–104, doi:10.5281/zenodo.8068466.
short: 'J.M. Hanselle, E. Hüllermeier, F. Mohr, A.-C. Ngonga Ngomo, M. Sherif, A.
Tornede, M.D. Wever, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H.
Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services
in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn,
2023, pp. 85–104.'
date_created: 2023-07-07T07:50:53Z
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doi: 10.5281/zenodo.8068466
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- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
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name: 'SFB 901 - B2: Konfiguration und Bewertung (B02)'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Configuration and Evaluation
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
_id: '45878'
author:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
id: '20801'
last_name: Haake
- first_name: Burkhard
full_name: Hehenkamp, Burkhard
id: '37339'
last_name: Hehenkamp
- first_name: Gleb
full_name: Polevoy, Gleb
id: '83983'
last_name: Polevoy
citation:
ama: 'Haake C-J, Hehenkamp B, Polevoy G. The Market for Services: Incentives, Algorithms,
Implementation. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H,
Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic
Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz
Nixdorf Institut, Universität Paderborn; 2023:21-44. doi:10.5281/zenodo.8068414'
apa: 'Haake, C.-J., Hehenkamp, B., & Polevoy, G. (2023). The Market for Services:
Incentives, Algorithms, Implementation. In C.-J. Haake, F. Meyer auf der Heide,
M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly Computing --
Individualized IT-services in dynamic markets (Vol. 412, pp. 21–44). Heinz
Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068414'
bibtex: '@inbook{Haake_Hehenkamp_Polevoy_2023, place={Paderborn}, series={Verlagsschriftenreihe
des Heinz Nixdorf Instituts}, title={The Market for Services: Incentives, Algorithms,
Implementation}, volume={412}, DOI={10.5281/zenodo.8068414},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Haake, Claus-Jochen
and Hehenkamp, Burkhard and Polevoy, Gleb}, editor={Haake, Claus-Jochen and Meyer
auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim,
Heike}, year={2023}, pages={21–44}, collection={Verlagsschriftenreihe des Heinz
Nixdorf Instituts} }'
chicago: 'Haake, Claus-Jochen, Burkhard Hehenkamp, and Gleb Polevoy. “The Market
for Services: Incentives, Algorithms, Implementation.” In On-The-Fly Computing
-- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake,
Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim,
412:21–44. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz
Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068414.'
ieee: 'C.-J. Haake, B. Hehenkamp, and G. Polevoy, “The Market for Services: Incentives,
Algorithms, Implementation,” in On-The-Fly Computing -- Individualized IT-services
in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner,
H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität
Paderborn, 2023, pp. 21–44.'
mla: 'Haake, Claus-Jochen, et al. “The Market for Services: Incentives, Algorithms,
Implementation.” On-The-Fly Computing -- Individualized IT-Services in Dynamic
Markets, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut,
Universität Paderborn, 2023, pp. 21–44, doi:10.5281/zenodo.8068414.'
short: 'C.-J. Haake, B. Hehenkamp, G. Polevoy, in: C.-J. Haake, F. Meyer auf der
Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing --
Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität
Paderborn, Paderborn, 2023, pp. 21–44.'
date_created: 2023-07-07T07:02:44Z
date_updated: 2023-07-07T11:23:08Z
ddc:
- '004'
department:
- _id: '7'
- _id: '19'
doi: 10.5281/zenodo.8068414
editor:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
- access_level: open_access
content_type: application/pdf
creator: florida
date_created: 2023-07-07T06:59:23Z
date_updated: 2023-07-07T11:23:07Z
file_id: '45879'
file_name: A3-Chapter-SFB-Buch-Final.pdf
file_size: 1116173
relation: main_file
file_date_updated: 2023-07-07T11:23:07Z
has_accepted_license: '1'
intvolume: ' 412'
language:
- iso: eng
oa: '1'
page: 21-44
place: Paderborn
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '7'
grant_number: '160364472'
name: 'SFB 901 - A3: SFB 901 - Der Markt für Services: Anreize, Algorithmen, Implementation
(Subproject A3)'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: 'The Market for Services: Incentives, Algorithms, Implementation'
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
_id: '45886'
author:
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
- first_name: Steffen
full_name: Becker, Steffen
last_name: Becker
- first_name: Matthias
full_name: Becker, Matthias
last_name: Becker
- first_name: Cedric
full_name: Richter, Cedric
id: '50003'
last_name: Richter
- first_name: Arnab
full_name: Sharma, Arnab
id: '67200'
last_name: Sharma
citation:
ama: 'Wehrheim H, Hüllermeier E, Becker S, Becker M, Richter C, Sharma A. Composition
Analysis in Unknown Contexts. In: Haake C-J, Meyer auf der Heide F, Platzner M,
Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services
in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts.
Heinz Nixdorf Institut, Universität Paderborn; 2023:105-123. doi:10.5281/zenodo.8068510'
apa: Wehrheim, H., Hüllermeier, E., Becker, S., Becker, M., Richter, C., & Sharma,
A. (2023). Composition Analysis in Unknown Contexts. In C.-J. Haake, F. Meyer
auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly
Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp.
105–123). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068510
bibtex: '@inbook{Wehrheim_Hüllermeier_Becker_Becker_Richter_Sharma_2023, place={Paderborn},
series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Composition
Analysis in Unknown Contexts}, volume={412}, DOI={10.5281/zenodo.8068510},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike
and Hüllermeier, Eyke and Becker, Steffen and Becker, Matthias and Richter, Cedric
and Sharma, Arnab}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm
and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
pages={105–123}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
}'
chicago: 'Wehrheim, Heike, Eyke Hüllermeier, Steffen Becker, Matthias Becker, Cedric
Richter, and Arnab Sharma. “Composition Analysis in Unknown Contexts.” In On-The-Fly
Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen
Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike
Wehrheim, 412:105–23. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn:
Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068510.'
ieee: 'H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, and A. Sharma,
“Composition Analysis in Unknown Contexts,” in On-The-Fly Computing -- Individualized
IT-services in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide,
M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut,
Universität Paderborn, 2023, pp. 105–123.'
mla: Wehrheim, Heike, et al. “Composition Analysis in Unknown Contexts.” On-The-Fly
Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen
Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp.
105–23, doi:10.5281/zenodo.8068510.
short: 'H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, A. Sharma,
in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim
(Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 105–123.'
date_created: 2023-07-07T07:56:08Z
date_updated: 2023-07-07T11:19:40Z
ddc:
- '004'
department:
- _id: '7'
doi: 10.5281/zenodo.8068510
editor:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
- access_level: open_access
content_type: application/pdf
creator: florida
date_created: 2023-07-07T07:55:57Z
date_updated: 2023-07-07T11:19:40Z
file_id: '45887'
file_name: B3-Chapter-SFB-Buch-Final.pdf
file_size: 370888
relation: main_file
file_date_updated: 2023-07-07T11:19:40Z
has_accepted_license: '1'
intvolume: ' 412'
language:
- iso: eng
oa: '1'
page: 105-123
place: Paderborn
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '11'
name: 'SFB 901 - B3: SFB 901 - Subproject B3'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Composition Analysis in Unknown Contexts
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
_id: '45917'
author:
- first_name: Masood
full_name: Raeisi Nafchi, Masood
last_name: Raeisi Nafchi
citation:
ama: Raeisi Nafchi M. Reconfigurable Random Forest Implementation on FPGA.
Paderborn University; 2023.
apa: Raeisi Nafchi, M. (2023). Reconfigurable Random Forest Implementation on
FPGA. Paderborn University.
bibtex: '@book{Raeisi Nafchi_2023, title={Reconfigurable Random Forest Implementation
on FPGA}, publisher={Paderborn University}, author={Raeisi Nafchi, Masood}, year={2023}
}'
chicago: Raeisi Nafchi, Masood. Reconfigurable Random Forest Implementation on
FPGA. Paderborn University, 2023.
ieee: M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA.
Paderborn University, 2023.
mla: Raeisi Nafchi, Masood. Reconfigurable Random Forest Implementation on FPGA.
Paderborn University, 2023.
short: M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, Paderborn
University, 2023.
date_created: 2023-07-09T13:01:10Z
date_updated: 2023-07-09T13:07:25Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '83'
name: 'SFB 901 - T1: SFB 901 -Subproject T1'
- _id: '82'
name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
publisher: Paderborn University
status: public
supervisor:
- first_name: 'Marco '
full_name: 'Platzner, Marco '
last_name: Platzner
title: Reconfigurable Random Forest Implementation on FPGA
type: mastersthesis
user_id: '398'
year: '2023'
...
---
_id: '45916'
author:
- first_name: Nihal
full_name: Yadalam Murali Kumar, Nihal
last_name: Yadalam Murali Kumar
citation:
ama: Yadalam Murali Kumar N. Data Analytics for Predictive Maintenance of Time
Series Data. Paderborn University; 2023.
apa: Yadalam Murali Kumar, N. (2023). Data Analytics for Predictive Maintenance
of Time Series Data. Paderborn University.
bibtex: '@book{Yadalam Murali Kumar_2023, title={Data Analytics for Predictive Maintenance
of Time Series Data}, publisher={Paderborn University}, author={Yadalam Murali
Kumar, Nihal}, year={2023} }'
chicago: Yadalam Murali Kumar, Nihal. Data Analytics for Predictive Maintenance
of Time Series Data. Paderborn University, 2023.
ieee: N. Yadalam Murali Kumar, Data Analytics for Predictive Maintenance of Time
Series Data. Paderborn University, 2023.
mla: Yadalam Murali Kumar, Nihal. Data Analytics for Predictive Maintenance of
Time Series Data. Paderborn University, 2023.
short: N. Yadalam Murali Kumar, Data Analytics for Predictive Maintenance of Time
Series Data, Paderborn University, 2023.
date_created: 2023-07-09T12:59:28Z
date_updated: 2023-07-09T13:06:37Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '83'
name: 'SFB 901 - T1: SFB 901 -Subproject T1'
- _id: '82'
name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
publisher: Paderborn University
status: public
title: Data Analytics for Predictive Maintenance of Time Series Data
type: mastersthesis
user_id: '398'
year: '2023'
...
---
_id: '34138'
abstract:
- lang: eng
text: "Variational Quantum Algorithms (VQAs), such as the Quantum Approximate\r\nOptimization
Algorithm (QAOA) of [Farhi, Goldstone, Gutmann, 2014], have seen\r\nintense study
towards near-term applications on quantum hardware. A crucial\r\nparameter for
VQAs is the depth of the variational ansatz used - the smaller\r\nthe depth, the
more amenable the ansatz is to near-term quantum hardware in\r\nthat it gives
the circuit a chance to be fully executed before the system\r\ndecoheres. This
potential for depth reduction has made VQAs a staple of Noisy\r\nIntermediate-Scale
Quantum (NISQ)-era research.\r\n In this work, we show that approximating the
optimal depth for a given VQA\r\nansatz is intractable. Formally, we show that
for any constant $\\epsilon>0$, it\r\nis QCMA-hard to approximate the optimal
depth of a VQA ansatz within\r\nmultiplicative factor $N^{1-\\epsilon}$, for $N$
denoting the encoding size of\r\nthe VQA instance. (Here, Quantum Classical Merlin-Arthur
(QCMA) is a quantum\r\ngeneralization of NP.) We then show that this hardness
persists even in the\r\n\"simpler\" setting of QAOAs. To our knowledge, this yields
the first natural\r\nQCMA-hard-to-approximate problems. To achieve these results,
we bypass the need\r\nfor a PCP theorem for QCMA by appealing to the disperser-based
NP-hardness of\r\napproximation construction of [Umans, FOCS 1999]."
author:
- first_name: Lennart
full_name: Bittel, Lennart
last_name: Bittel
- first_name: Sevag
full_name: Gharibian, Sevag
id: '71541'
last_name: Gharibian
orcid: 0000-0002-9992-3379
- first_name: Martin
full_name: Kliesch, Martin
last_name: Kliesch
citation:
ama: 'Bittel L, Gharibian S, Kliesch M. The Optimal Depth of Variational Quantum
Algorithms Is QCMA-Hard to Approximate. In: Proceedings of the 38th Computational
Complexity Conference (CCC). Vol 264. Leibniz International Proceedings in
Informatics (LIPIcs). ; 2023:34:1-34:24. doi:10.4230/LIPIcs.CCC.2023.34'
apa: Bittel, L., Gharibian, S., & Kliesch, M. (2023). The Optimal Depth of Variational
Quantum Algorithms Is QCMA-Hard to Approximate. Proceedings of the 38th Computational
Complexity Conference (CCC), 264(34), 34:1-34:24. https://doi.org/10.4230/LIPIcs.CCC.2023.34
bibtex: '@inproceedings{Bittel_Gharibian_Kliesch_2023, series={Leibniz International
Proceedings in Informatics (LIPIcs)}, title={The Optimal Depth of Variational
Quantum Algorithms Is QCMA-Hard to Approximate}, volume={264}, DOI={10.4230/LIPIcs.CCC.2023.34},
number={34}, booktitle={Proceedings of the 38th Computational Complexity Conference
(CCC)}, author={Bittel, Lennart and Gharibian, Sevag and Kliesch, Martin}, year={2023},
pages={34:1-34:24}, collection={Leibniz International Proceedings in Informatics
(LIPIcs)} }'
chicago: Bittel, Lennart, Sevag Gharibian, and Martin Kliesch. “The Optimal Depth
of Variational Quantum Algorithms Is QCMA-Hard to Approximate.” In Proceedings
of the 38th Computational Complexity Conference (CCC), 264:34:1-34:24. Leibniz
International Proceedings in Informatics (LIPIcs), 2023. https://doi.org/10.4230/LIPIcs.CCC.2023.34.
ieee: 'L. Bittel, S. Gharibian, and M. Kliesch, “The Optimal Depth of Variational
Quantum Algorithms Is QCMA-Hard to Approximate,” in Proceedings of the 38th
Computational Complexity Conference (CCC), 2023, vol. 264, no. 34, p. 34:1-34:24,
doi: 10.4230/LIPIcs.CCC.2023.34.'
mla: Bittel, Lennart, et al. “The Optimal Depth of Variational Quantum Algorithms
Is QCMA-Hard to Approximate.” Proceedings of the 38th Computational Complexity
Conference (CCC), vol. 264, no. 34, 2023, p. 34:1-34:24, doi:10.4230/LIPIcs.CCC.2023.34.
short: 'L. Bittel, S. Gharibian, M. Kliesch, in: Proceedings of the 38th Computational
Complexity Conference (CCC), 2023, p. 34:1-34:24.'
date_created: 2022-11-24T08:07:56Z
date_updated: 2023-07-10T14:33:00Z
department:
- _id: '623'
- _id: '7'
doi: 10.4230/LIPIcs.CCC.2023.34
external_id:
arxiv:
- '2211.12519'
intvolume: ' 264'
issue: '34'
language:
- iso: eng
page: 34:1-34:24
publication: Proceedings of the 38th Computational Complexity Conference (CCC)
publication_status: published
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate
type: conference
user_id: '71541'
volume: 264
year: '2023'
...
---
_id: '45781'
author:
- first_name: Simon
full_name: Pukrop, Simon
id: '44428'
last_name: Pukrop
citation:
ama: Pukrop S. On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling.;
2023. doi:10.17619/UNIPB/1-1768
apa: Pukrop, S. (2023). On Cloud Assisted, Restricted, and Reosurce Constrained
Scheduling. https://doi.org/10.17619/UNIPB/1-1768
bibtex: '@book{Pukrop_2023, title={On Cloud Assisted, Restricted, and Reosurce Constrained
Scheduling}, DOI={10.17619/UNIPB/1-1768
}, author={Pukrop, Simon}, year={2023} }'
chicago: Pukrop, Simon. On Cloud Assisted, Restricted, and Reosurce Constrained
Scheduling, 2023. https://doi.org/10.17619/UNIPB/1-1768
.
ieee: S. Pukrop, On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling.
2023.
mla: Pukrop, Simon. On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling.
2023, doi:10.17619/UNIPB/1-1768
.
short: S. Pukrop, On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling,
2023.
date_created: 2023-06-27T05:24:19Z
date_updated: 2023-07-14T09:27:44Z
department:
- _id: '63'
doi: '10.17619/UNIPB/1-1768 '
language:
- iso: eng
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
grant_number: '160364472'
name: 'SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter
Dienste in konfigurierbaren Rechenzentren (Subproject C4)'
status: public
supervisor:
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
title: On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling
type: dissertation
user_id: '15504'
year: '2023'
...
---
_id: '46053'
author:
- first_name: Fabian
full_name: Schneider, Fabian
last_name: Schneider
citation:
ama: Schneider F. Utilizing Redundancy in Distributed Heterogeneous Storage.;
2023.
apa: Schneider, F. (2023). Utilizing Redundancy in Distributed Heterogeneous
Storage.
bibtex: '@book{Schneider_2023, title={Utilizing Redundancy in Distributed Heterogeneous
Storage}, author={Schneider, Fabian}, year={2023} }'
chicago: Schneider, Fabian. Utilizing Redundancy in Distributed Heterogeneous
Storage, 2023.
ieee: F. Schneider, Utilizing Redundancy in Distributed Heterogeneous Storage.
2023.
mla: Schneider, Fabian. Utilizing Redundancy in Distributed Heterogeneous Storage.
2023.
short: F. Schneider, Utilizing Redundancy in Distributed Heterogeneous Storage,
2023.
date_created: 2023-07-13T12:46:28Z
date_updated: 2023-07-17T07:05:22Z
ddc:
- '004'
department:
- _id: '79'
file:
- access_level: closed
content_type: application/pdf
creator: florida
date_created: 2023-07-17T07:05:05Z
date_updated: 2023-07-17T07:05:05Z
file_id: '46071'
file_name: BA-Schneider.pdf
file_size: 1977565
relation: main_file
success: 1
file_date_updated: 2023-07-17T07:05:05Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
name: 'SFB 901 - C1: SFB 901 - Subproject C1'
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Utilizing Redundancy in Distributed Heterogeneous Storage
type: bachelorsthesis
user_id: '15504'
year: '2023'
...
---
_id: '46075'
author:
- first_name: Masood
full_name: Raeisi Nafchi, Masood
last_name: Raeisi Nafchi
citation:
ama: Raeisi Nafchi M. Reconfigurable Random Forest Implementation on FPGA.;
2023.
apa: Raeisi Nafchi, M. (2023). Reconfigurable Random Forest Implementation on
FPGA.
bibtex: '@book{Raeisi Nafchi_2023, title={Reconfigurable Random Forest Implementation
on FPGA}, author={Raeisi Nafchi, Masood}, year={2023} }'
chicago: Raeisi Nafchi, Masood. Reconfigurable Random Forest Implementation on
FPGA, 2023.
ieee: M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA.
2023.
mla: Raeisi Nafchi, Masood. Reconfigurable Random Forest Implementation on FPGA.
2023.
short: M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, 2023.
date_created: 2023-07-18T08:55:14Z
date_updated: 2023-07-18T08:56:03Z
department:
- _id: '78'
language:
- iso: eng
status: public
supervisor:
- first_name: Lennart
full_name: Clausing, Lennart
id: '74287'
last_name: Clausing
orcid: 0000-0003-3789-6034
title: Reconfigurable Random Forest Implementation on FPGA
type: mastersthesis
user_id: '74287'
year: '2023'
...
---
_id: '46087'
author:
- first_name: Amruta
full_name: Ranade, Amruta
last_name: Ranade
citation:
ama: Ranade A. Graph Neural Network-Based Anomaly Detection in Smart Grid Energy
Consumption.; 2023.
apa: Ranade, A. (2023). Graph Neural Network-based Anomaly Detection in Smart
Grid Energy Consumption.
bibtex: '@book{Ranade_2023, title={Graph Neural Network-based Anomaly Detection
in Smart Grid Energy Consumption}, author={Ranade, Amruta}, year={2023} }'
chicago: Ranade, Amruta. Graph Neural Network-Based Anomaly Detection in Smart
Grid Energy Consumption, 2023.
ieee: A. Ranade, Graph Neural Network-based Anomaly Detection in Smart Grid
Energy Consumption. 2023.
mla: Ranade, Amruta. Graph Neural Network-Based Anomaly Detection in Smart Grid
Energy Consumption. 2023.
short: A. Ranade, Graph Neural Network-Based Anomaly Detection in Smart Grid Energy
Consumption, 2023.
date_created: 2023-07-19T06:09:17Z
date_updated: 2023-07-19T06:09:36Z
department:
- _id: '79'
language:
- iso: eng
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Graph Neural Network-based Anomaly Detection in Smart Grid Energy Consumption
type: mastersthesis
user_id: '15504'
year: '2023'
...
---
_id: '46086'
author:
- first_name: Osama
full_name: Ali, Osama
last_name: Ali
citation:
ama: Ali O. Highly Accurate Deep Compressed Facial Recognition.; 2023.
apa: Ali, O. (2023). Highly accurate deep compressed facial recognition.
bibtex: '@book{Ali_2023, title={Highly accurate deep compressed facial recognition},
author={Ali, Osama}, year={2023} }'
chicago: Ali, Osama. Highly Accurate Deep Compressed Facial Recognition,
2023.
ieee: O. Ali, Highly accurate deep compressed facial recognition. 2023.
mla: Ali, Osama. Highly Accurate Deep Compressed Facial Recognition. 2023.
short: O. Ali, Highly Accurate Deep Compressed Facial Recognition, 2023.
date_created: 2023-07-19T06:08:13Z
date_updated: 2023-07-19T06:09:31Z
department:
- _id: '79'
language:
- iso: eng
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Highly accurate deep compressed facial recognition
type: mastersthesis
user_id: '15504'
year: '2023'
...
---
_id: '46110'
author:
- first_name: Nivedita
full_name: Ashri, Nivedita
last_name: Ashri
citation:
ama: Ashri N. Virtual On-Demand Volunteer System Based on Delaunay Triangulation.;
2023.
apa: Ashri, N. (2023). Virtual On-Demand Volunteer System Based on Delaunay Triangulation.
bibtex: '@book{Ashri_2023, title={Virtual On-Demand Volunteer System Based on Delaunay
Triangulation}, author={Ashri, Nivedita}, year={2023} }'
chicago: Ashri, Nivedita. Virtual On-Demand Volunteer System Based on Delaunay
Triangulation, 2023.
ieee: N. Ashri, Virtual On-Demand Volunteer System Based on Delaunay Triangulation.
2023.
mla: Ashri, Nivedita. Virtual On-Demand Volunteer System Based on Delaunay Triangulation.
2023.
short: N. Ashri, Virtual On-Demand Volunteer System Based on Delaunay Triangulation,
2023.
date_created: 2023-07-21T08:52:38Z
date_updated: 2023-07-21T08:53:13Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
grant_number: '160364472'
name: 'SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen
Netzen (Subproject A1)'
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Virtual On-Demand Volunteer System Based on Delaunay Triangulation
type: mastersthesis
user_id: '15504'
year: '2023'
...
---
_id: '38041'
abstract:
- lang: eng
text: "While FPGA accelerator boards and their respective high-level design
tools are maturing, there is still a lack of multi-FPGA applications, libraries,
and not least, benchmarks and reference implementations towards sustained HPC
usage of these devices. As in the early days of GPUs in HPC, for workloads that
can reasonably be decoupled into loosely coupled working sets, multi-accelerator
support can be achieved by using standard communication interfaces like MPI on
the host side. However, for performance and productivity, some applications can
profit from a tighter coupling of the accelerators. FPGAs offer unique opportunities
here when extending the dataflow characteristics to their communication interfaces.\r\n
\ In this work, we extend the HPCC FPGA benchmark suite by multi-FPGA
support and three missing benchmarks that particularly characterize or stress
inter-device communication: b_eff, PTRANS, and LINPACK. With all benchmarks implemented
for current boards with Intel and Xilinx FPGAs, we established a baseline for
multi-FPGA performance. Additionally, for the communication-centric benchmarks,
we explored the potential of direct FPGA-to-FPGA communication with a circuit-switched
inter-FPGA network that is currently only available for one of the boards. The
evaluation with parallel execution on up to 26 FPGA boards makes use of one of
the largest academic FPGA installations."
author:
- first_name: Marius
full_name: Meyer, Marius
id: '40778'
last_name: Meyer
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: Meyer M, Kenter T, Plessl C. Multi-FPGA Designs and Scaling of HPC Challenge
Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks. ACM Transactions
on Reconfigurable Technology and Systems. Published online 2023. doi:10.1145/3576200
apa: Meyer, M., Kenter, T., & Plessl, C. (2023). Multi-FPGA Designs and Scaling
of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks.
ACM Transactions on Reconfigurable Technology and Systems. https://doi.org/10.1145/3576200
bibtex: '@article{Meyer_Kenter_Plessl_2023, title={Multi-FPGA Designs and Scaling
of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks},
DOI={10.1145/3576200}, journal={ACM
Transactions on Reconfigurable Technology and Systems}, publisher={Association
for Computing Machinery (ACM)}, author={Meyer, Marius and Kenter, Tobias and Plessl,
Christian}, year={2023} }'
chicago: Meyer, Marius, Tobias Kenter, and Christian Plessl. “Multi-FPGA Designs
and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA
Networks.” ACM Transactions on Reconfigurable Technology and Systems, 2023.
https://doi.org/10.1145/3576200.
ieee: 'M. Meyer, T. Kenter, and C. Plessl, “Multi-FPGA Designs and Scaling of HPC
Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks,” ACM
Transactions on Reconfigurable Technology and Systems, 2023, doi: 10.1145/3576200.'
mla: Meyer, Marius, et al. “Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks
via MPI and Circuit-Switched Inter-FPGA Networks.” ACM Transactions on Reconfigurable
Technology and Systems, Association for Computing Machinery (ACM), 2023, doi:10.1145/3576200.
short: M. Meyer, T. Kenter, C. Plessl, ACM Transactions on Reconfigurable Technology
and Systems (2023).
date_created: 2023-01-23T08:40:42Z
date_updated: 2023-07-28T08:02:05Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3576200
keyword:
- General Computer Science
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/10.1145/3576200
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901'
- _id: '14'
grant_number: '160364472'
name: 'SFB 901 - C2: SFB 901 - Subproject C2'
publication: ACM Transactions on Reconfigurable Technology and Systems
publication_identifier:
issn:
- 1936-7406
- 1936-7414
publication_status: published
publisher: Association for Computing Machinery (ACM)
quality_controlled: '1'
status: public
title: Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched
Inter-FPGA Networks
type: journal_article
user_id: '24135'
year: '2023'
...
---
_id: '45893'
author:
- first_name: Tim
full_name: Hansmeier, Tim
id: '49992'
last_name: Hansmeier
orcid: 0000-0003-1377-3339
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Marius
full_name: Meyer, Marius
id: '40778'
last_name: Meyer
- first_name: Heinrich
full_name: Riebler, Heinrich
id: '8961'
last_name: Riebler
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: 'Hansmeier T, Kenter T, Meyer M, Riebler H, Platzner M, Plessl C. Compute Centers
I: Heterogeneous Execution Environments. In: Haake C-J, Meyer auf der Heide F,
Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized
IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf
Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:165-182. doi:10.5281/zenodo.8068642'
apa: 'Hansmeier, T., Kenter, T., Meyer, M., Riebler, H., Platzner, M., & Plessl,
C. (2023). Compute Centers I: Heterogeneous Execution Environments. In C.-J. Haake,
F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly
Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp.
165–182). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068642'
bibtex: '@inbook{Hansmeier_Kenter_Meyer_Riebler_Platzner_Plessl_2023, place={Paderborn},
series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Compute Centers
I: Heterogeneous Execution Environments}, volume={412}, DOI={10.5281/zenodo.8068642},
booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Hansmeier,
Tim and Kenter, Tobias and Meyer, Marius and Riebler, Heinrich and Platzner, Marco
and Plessl, Christian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm
and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
pages={165–182}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
}'
chicago: 'Hansmeier, Tim, Tobias Kenter, Marius Meyer, Heinrich Riebler, Marco Platzner,
and Christian Plessl. “Compute Centers I: Heterogeneous Execution Environments.”
In On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning
Wachsmuth, and Heike Wehrheim, 412:165–82. Verlagsschriftenreihe Des Heinz Nixdorf
Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068642.'
ieee: 'T. Hansmeier, T. Kenter, M. Meyer, H. Riebler, M. Platzner, and C. Plessl,
“Compute Centers I: Heterogeneous Execution Environments,” in On-The-Fly Computing
-- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F.
Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn:
Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 165–182.'
mla: 'Hansmeier, Tim, et al. “Compute Centers I: Heterogeneous Execution Environments.”
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität
Paderborn, 2023, pp. 165–82, doi:10.5281/zenodo.8068642.'
short: 'T. Hansmeier, T. Kenter, M. Meyer, H. Riebler, M. Platzner, C. Plessl, in:
C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.),
On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf
Institut, Universität Paderborn, Paderborn, 2023, pp. 165–182.'
date_created: 2023-07-07T08:15:45Z
date_updated: 2023-07-28T09:38:14Z
ddc:
- '004'
department:
- _id: '7'
- _id: '27'
- _id: '518'
doi: 10.5281/zenodo.8068642
editor:
- first_name: Claus-Jochen
full_name: Haake, Claus-Jochen
last_name: Haake
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
last_name: Meyer auf der Heide
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Heike
full_name: Wehrheim, Heike
last_name: Wehrheim
file:
- access_level: open_access
content_type: application/pdf
creator: florida
date_created: 2023-07-07T08:15:35Z
date_updated: 2023-07-07T11:17:33Z
file_id: '45894'
file_name: C2-Chapter-SFB-Buch-Final.pdf
file_size: 2288788
relation: main_file
file_date_updated: 2023-07-07T11:17:33Z
has_accepted_license: '1'
intvolume: ' 412'
language:
- iso: eng
oa: '1'
page: 165-182
place: Paderborn
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '14'
grant_number: '160364472'
name: 'SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen
(Subproject C2)'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: 'Compute Centers I: Heterogeneous Execution Environments'
type: book_chapter
user_id: '3145'
volume: 412
year: '2023'
...
---
_id: '46190'
author:
- first_name: Jan-Oliver
full_name: Opdenhövel, Jan-Oliver
last_name: Opdenhövel
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
citation:
ama: 'Opdenhövel J-O, Plessl C, Kenter T. Mutation Tree Reconstruction of Tumor
Cells on FPGAs Using a Bit-Level Matrix Representation. In: Proceedings of
the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable
Technologies. ACM; 2023. doi:10.1145/3597031.3597050'
apa: Opdenhövel, J.-O., Plessl, C., & Kenter, T. (2023). Mutation Tree Reconstruction
of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation. Proceedings
of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable
Technologies. https://doi.org/10.1145/3597031.3597050
bibtex: '@inproceedings{Opdenhövel_Plessl_Kenter_2023, title={Mutation Tree Reconstruction
of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation}, DOI={10.1145/3597031.3597050},
booktitle={Proceedings of the 13th International Symposium on Highly Efficient
Accelerators and Reconfigurable Technologies}, publisher={ACM}, author={Opdenhövel,
Jan-Oliver and Plessl, Christian and Kenter, Tobias}, year={2023} }'
chicago: Opdenhövel, Jan-Oliver, Christian Plessl, and Tobias Kenter. “Mutation
Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation.”
In Proceedings of the 13th International Symposium on Highly Efficient Accelerators
and Reconfigurable Technologies. ACM, 2023. https://doi.org/10.1145/3597031.3597050.
ieee: 'J.-O. Opdenhövel, C. Plessl, and T. Kenter, “Mutation Tree Reconstruction
of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation,” 2023, doi: 10.1145/3597031.3597050.'
mla: Opdenhövel, Jan-Oliver, et al. “Mutation Tree Reconstruction of Tumor Cells
on FPGAs Using a Bit-Level Matrix Representation.” Proceedings of the 13th
International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies,
ACM, 2023, doi:10.1145/3597031.3597050.
short: 'J.-O. Opdenhövel, C. Plessl, T. Kenter, in: Proceedings of the 13th International
Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, ACM,
2023.'
date_created: 2023-07-28T09:49:23Z
date_updated: 2023-07-28T09:58:06Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3597031.3597050
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/pdf/10.1145/3597031.3597050
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the 13th International Symposium on Highly Efficient Accelerators
and Reconfigurable Technologies
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix
Representation
type: conference
user_id: '3145'
year: '2023'
...
---
_id: '46188'
author:
- first_name: Jennifer
full_name: Faj, Jennifer
id: '78722'
last_name: Faj
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Sara
full_name: Faghih-Naini, Sara
last_name: Faghih-Naini
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Vadym
full_name: Aizinger, Vadym
last_name: Aizinger
citation:
ama: 'Faj J, Kenter T, Faghih-Naini S, Plessl C, Aizinger V. Scalable Multi-FPGA
Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes.
In: Proceedings of the Platform for Advanced Scientific Computing Conference.
ACM; 2023. doi:10.1145/3592979.3593407'
apa: Faj, J., Kenter, T., Faghih-Naini, S., Plessl, C., & Aizinger, V. (2023).
Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on
Unstructured Meshes. Proceedings of the Platform for Advanced Scientific Computing
Conference. https://doi.org/10.1145/3592979.3593407
bibtex: '@inproceedings{Faj_Kenter_Faghih-Naini_Plessl_Aizinger_2023, title={Scalable
Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured
Meshes}, DOI={10.1145/3592979.3593407},
booktitle={Proceedings of the Platform for Advanced Scientific Computing Conference},
publisher={ACM}, author={Faj, Jennifer and Kenter, Tobias and Faghih-Naini, Sara
and Plessl, Christian and Aizinger, Vadym}, year={2023} }'
chicago: Faj, Jennifer, Tobias Kenter, Sara Faghih-Naini, Christian Plessl, and
Vadym Aizinger. “Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water
Model on Unstructured Meshes.” In Proceedings of the Platform for Advanced
Scientific Computing Conference. ACM, 2023. https://doi.org/10.1145/3592979.3593407.
ieee: 'J. Faj, T. Kenter, S. Faghih-Naini, C. Plessl, and V. Aizinger, “Scalable
Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured
Meshes,” 2023, doi: 10.1145/3592979.3593407.'
mla: Faj, Jennifer, et al. “Scalable Multi-FPGA Design of a Discontinuous Galerkin
Shallow-Water Model on Unstructured Meshes.” Proceedings of the Platform for
Advanced Scientific Computing Conference, ACM, 2023, doi:10.1145/3592979.3593407.
short: 'J. Faj, T. Kenter, S. Faghih-Naini, C. Plessl, V. Aizinger, in: Proceedings
of the Platform for Advanced Scientific Computing Conference, ACM, 2023.'
date_created: 2023-07-28T09:42:14Z
date_updated: 2023-07-28T09:48:19Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3592979.3593407
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/pdf/10.1145/3592979.3593407
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the Platform for Advanced Scientific Computing Conference
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model
on Unstructured Meshes
type: conference
user_id: '3145'
year: '2023'
...
---
_id: '46189'
author:
- first_name: Charles
full_name: Prouveur, Charles
last_name: Prouveur
- first_name: Matthieu
full_name: Haefele, Matthieu
last_name: Haefele
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Nils
full_name: Voss, Nils
last_name: Voss
citation:
ama: 'Prouveur C, Haefele M, Kenter T, Voss N. FPGA Acceleration for HPC Supercapacitor
Simulations. In: Proceedings of the Platform for Advanced Scientific Computing
Conference. ACM; 2023. doi:10.1145/3592979.3593419'
apa: Prouveur, C., Haefele, M., Kenter, T., & Voss, N. (2023). FPGA Acceleration
for HPC Supercapacitor Simulations. Proceedings of the Platform for Advanced
Scientific Computing Conference. https://doi.org/10.1145/3592979.3593419
bibtex: '@inproceedings{Prouveur_Haefele_Kenter_Voss_2023, title={FPGA Acceleration
for HPC Supercapacitor Simulations}, DOI={10.1145/3592979.3593419},
booktitle={Proceedings of the Platform for Advanced Scientific Computing Conference},
publisher={ACM}, author={Prouveur, Charles and Haefele, Matthieu and Kenter, Tobias
and Voss, Nils}, year={2023} }'
chicago: Prouveur, Charles, Matthieu Haefele, Tobias Kenter, and Nils Voss. “FPGA
Acceleration for HPC Supercapacitor Simulations.” In Proceedings of the Platform
for Advanced Scientific Computing Conference. ACM, 2023. https://doi.org/10.1145/3592979.3593419.
ieee: 'C. Prouveur, M. Haefele, T. Kenter, and N. Voss, “FPGA Acceleration for HPC
Supercapacitor Simulations,” 2023, doi: 10.1145/3592979.3593419.'
mla: Prouveur, Charles, et al. “FPGA Acceleration for HPC Supercapacitor Simulations.”
Proceedings of the Platform for Advanced Scientific Computing Conference,
ACM, 2023, doi:10.1145/3592979.3593419.
short: 'C. Prouveur, M. Haefele, T. Kenter, N. Voss, in: Proceedings of the Platform
for Advanced Scientific Computing Conference, ACM, 2023.'
date_created: 2023-07-28T09:46:25Z
date_updated: 2023-07-28T09:58:16Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3592979.3593419
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/pdf/10.1145/3592979.3593419
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the Platform for Advanced Scientific Computing Conference
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: FPGA Acceleration for HPC Supercapacitor Simulations
type: conference
user_id: '3145'
year: '2023'
...
---
_id: '46229'
author:
- first_name: Christian
full_name: Lienen, Christian
id: '60323'
last_name: Lienen
- first_name: Alexander Philipp
full_name: Nowosad, Alexander Philipp
last_name: Nowosad
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: Lienen C, Nowosad AP, Platzner M. Mapping and Optimizing Communication in ROS
2-based Applications on Configurable System-on-Chip Platforms.
apa: Lienen, C., Nowosad, A. P., & Platzner, M. (n.d.). Mapping and Optimizing
Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms.
bibtex: '@article{Lienen_Nowosad_Platzner, title={Mapping and Optimizing Communication
in ROS 2-based Applications on Configurable System-on-Chip Platforms}, author={Lienen,
Christian and Nowosad, Alexander Philipp and Platzner, Marco} }'
chicago: Lienen, Christian, Alexander Philipp Nowosad, and Marco Platzner. “Mapping
and Optimizing Communication in ROS 2-Based Applications on Configurable System-on-Chip
Platforms,” n.d.
ieee: C. Lienen, A. P. Nowosad, and M. Platzner, “Mapping and Optimizing Communication
in ROS 2-based Applications on Configurable System-on-Chip Platforms.” .
mla: Lienen, Christian, et al. Mapping and Optimizing Communication in ROS 2-Based
Applications on Configurable System-on-Chip Platforms.
short: C. Lienen, A.P. Nowosad, M. Platzner, (n.d.).
date_created: 2023-07-31T11:56:47Z
date_updated: 2023-07-31T11:59:58Z
department:
- _id: '78'
language:
- iso: eng
main_file_link:
- url: https://arxiv.org/pdf/2306.12761.pdf
publication_status: accepted
status: public
title: Mapping and Optimizing Communication in ROS 2-based Applications on Configurable
System-on-Chip Platforms
type: preprint
user_id: '60323'
year: '2023'
...
---
_id: '46221'
author:
- first_name: N.
full_name: N., N.
last_name: N.
citation:
ama: N. N. Improving the End-of-Line Test of Custom-Built Geared Motors Using
Clustering Based on Neural Networks.; 2023.
apa: N., N. (2023). Improving the End-of-Line Test of Custom-Built Geared Motors
using Clustering based on Neural Networks.
bibtex: '@book{N._2023, title={Improving the End-of-Line Test of Custom-Built Geared
Motors using Clustering based on Neural Networks}, author={N., N.}, year={2023}
}'
chicago: N., N. Improving the End-of-Line Test of Custom-Built Geared Motors
Using Clustering Based on Neural Networks, 2023.
ieee: N. N., Improving the End-of-Line Test of Custom-Built Geared Motors using
Clustering based on Neural Networks. 2023.
mla: N., N. Improving the End-of-Line Test of Custom-Built Geared Motors Using
Clustering Based on Neural Networks. 2023.
short: N. N., Improving the End-of-Line Test of Custom-Built Geared Motors Using
Clustering Based on Neural Networks, 2023.
date_created: 2023-07-31T10:49:12Z
date_updated: 2023-07-31T10:49:30Z
department:
- _id: '79'
language:
- iso: eng
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Improving the End-of-Line Test of Custom-Built Geared Motors using Clustering
based on Neural Networks
type: mastersthesis
user_id: '15504'
year: '2023'
...
---
_id: '46251'
author:
- first_name: Caglar
full_name: Demir, Caglar
id: '43817'
last_name: Demir
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
last_name: Ngonga Ngomo
citation:
ama: Demir C, Ngonga Ngomo A-C. Neuro-Symbolic Class Expression Learning. International
Joint Conference on Artificial Intelligence. Published online 2023.
apa: Demir, C., & Ngonga Ngomo, A.-C. (2023). Neuro-Symbolic Class Expression
Learning. International Joint Conference on Artificial Intelligence. International
Joint Conference on Artificial Intelligence IJCAI 2023, Macau.
bibtex: '@article{Demir_Ngonga Ngomo_2023, title={Neuro-Symbolic Class Expression
Learning}, journal={International Joint Conference on Artificial Intelligence},
author={Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2023} }'
chicago: Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Neuro-Symbolic Class Expression
Learning.” International Joint Conference on Artificial Intelligence, 2023.
ieee: C. Demir and A.-C. Ngonga Ngomo, “Neuro-Symbolic Class Expression Learning,”
International Joint Conference on Artificial Intelligence, 2023.
mla: Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Neuro-Symbolic Class Expression
Learning.” International Joint Conference on Artificial Intelligence, 2023.
short: C. Demir, A.-C. Ngonga Ngomo, International Joint Conference on Artificial
Intelligence (2023).
conference:
location: Macau
name: International Joint Conference on Artificial Intelligence IJCAI 2023
date_created: 2023-08-01T09:30:37Z
date_updated: 2023-08-01T09:44:30Z
ddc:
- '000'
department:
- _id: '574'
file:
- access_level: open_access
content_type: application/pdf
creator: cdemir
date_created: 2023-08-01T09:30:35Z
date_updated: 2023-08-01T09:30:35Z
file_id: '46252'
file_name: public.pdf
file_size: 340865
relation: main_file
file_date_updated: 2023-08-01T09:30:35Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '407'
grant_number: '101070305'
name: 'ENEXA: Efficient Explainable Learning on Knowledge Graphs'
- _id: '410'
name: 'KnowGraphs: KnowGraphs: Knowledge Graphs at Scale'
- _id: '285'
grant_number: NW21-059D
name: 'SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems'
publication: International Joint Conference on Artificial Intelligence
status: public
title: Neuro-Symbolic Class Expression Learning
type: journal_article
user_id: '43817'
year: '2023'
...
---
_id: '43228'
abstract:
- lang: eng
text: "The computation of electron repulsion integrals (ERIs) over Gaussian-type
orbitals (GTOs) is a challenging problem in quantum-mechanics-based atomistic
simulations. In practical simulations, several trillions of ERIs may have to be\r\ncomputed
for every time step.\r\nIn this work, we investigate FPGAs as accelerators for
the ERI computation. We use template parameters, here within the Intel oneAPI
tool flow, to create customized designs for 256 different ERI quartet classes,
based on their orbitals. To maximize data reuse, all intermediates are buffered
in FPGA on-chip memory with customized layout. The pre-calculation of intermediates
also helps to overcome data dependencies caused by multi-dimensional recurrence\r\nrelations.
The involved loop structures are partially or even fully unrolled for high throughput
of FPGA kernels. Furthermore, a lossy compression algorithm utilizing arbitrary
bitwidth integers is integrated in the FPGA kernels. To our\r\nbest knowledge,
this is the first work on ERI computation on FPGAs that supports more than just
the single most basic quartet class. Also, the integration of ERI computation
and compression it a novelty that is not even covered by CPU or GPU libraries
so far.\r\nOur evaluation shows that using 16-bit integer for the ERI compression,
the fastest FPGA kernels exceed the performance of 10 GERIS ($10 \\times 10^9$
ERIs per second) on one Intel Stratix 10 GX 2800 FPGA, with maximum absolute errors
around $10^{-7}$ - $10^{-5}$ Hartree. The measured throughput can be accurately
explained by a performance model. The FPGA kernels deployed on 2 FPGAs outperform
similar computations using the widely used libint reference on a two-socket server
with 40 Xeon Gold 6148 CPU cores of the same process technology by factors up
to 6.0x and on a new two-socket server with 128 EPYC 7713 CPU cores by up to 1.9x."
author:
- first_name: Xin
full_name: Wu, Xin
id: '77439'
last_name: Wu
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Robert
full_name: Schade, Robert
id: '75963'
last_name: Schade
orcid: 0000-0002-6268-539
- first_name: Thomas
full_name: Kühne, Thomas
id: '49079'
last_name: Kühne
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: 'Wu X, Kenter T, Schade R, Kühne T, Plessl C. Computing and Compressing Electron
Repulsion Integrals on FPGAs. In: 2023 IEEE 31st Annual International Symposium
on Field-Programmable Custom Computing Machines (FCCM). ; 2023:162-173. doi:10.1109/FCCM57271.2023.00026'
apa: Wu, X., Kenter, T., Schade, R., Kühne, T., & Plessl, C. (2023). Computing
and Compressing Electron Repulsion Integrals on FPGAs. 2023 IEEE 31st Annual
International Symposium on Field-Programmable Custom Computing Machines (FCCM),
162–173. https://doi.org/10.1109/FCCM57271.2023.00026
bibtex: '@inproceedings{Wu_Kenter_Schade_Kühne_Plessl_2023, title={Computing and
Compressing Electron Repulsion Integrals on FPGAs}, DOI={10.1109/FCCM57271.2023.00026},
booktitle={2023 IEEE 31st Annual International Symposium on Field-Programmable
Custom Computing Machines (FCCM)}, author={Wu, Xin and Kenter, Tobias and Schade,
Robert and Kühne, Thomas and Plessl, Christian}, year={2023}, pages={162–173}
}'
chicago: Wu, Xin, Tobias Kenter, Robert Schade, Thomas Kühne, and Christian Plessl.
“Computing and Compressing Electron Repulsion Integrals on FPGAs.” In 2023
IEEE 31st Annual International Symposium on Field-Programmable Custom Computing
Machines (FCCM), 162–73, 2023. https://doi.org/10.1109/FCCM57271.2023.00026.
ieee: 'X. Wu, T. Kenter, R. Schade, T. Kühne, and C. Plessl, “Computing and Compressing
Electron Repulsion Integrals on FPGAs,” in 2023 IEEE 31st Annual International
Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023, pp.
162–173, doi: 10.1109/FCCM57271.2023.00026.'
mla: Wu, Xin, et al. “Computing and Compressing Electron Repulsion Integrals on
FPGAs.” 2023 IEEE 31st Annual International Symposium on Field-Programmable
Custom Computing Machines (FCCM), 2023, pp. 162–73, doi:10.1109/FCCM57271.2023.00026.
short: 'X. Wu, T. Kenter, R. Schade, T. Kühne, C. Plessl, in: 2023 IEEE 31st Annual
International Symposium on Field-Programmable Custom Computing Machines (FCCM),
2023, pp. 162–173.'
date_created: 2023-03-30T11:15:40Z
date_updated: 2023-08-02T15:05:42Z
department:
- _id: '27'
- _id: '518'
doi: 10.1109/FCCM57271.2023.00026
external_id:
arxiv:
- '2303.13632'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10171537
page: 162-173
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom
Computing Machines (FCCM)
quality_controlled: '1'
status: public
title: Computing and Compressing Electron Repulsion Integrals on FPGAs
type: conference
user_id: '75963'
year: '2023'
...