---
_id: '23779'
abstract:
- lang: ger
text: "Produktentstehung (PE) bezieht sich auf den Prozess der Planung und Entwicklung
eines Produkts sowie der damit verbundenen Dienstleistungen von der ersten Idee
bis zur Herstellung und zum Vertrieb. Während dieses Prozesses gibt es zahlreiche
Aufgaben, die von menschlichem Fachwissen abhängen und typischerweise von erfahrenen
Experten übernommen werden. Da sich das Feld der Künstlichen Intelligenz (KI)
immer weiterentwickelt und seinen Weg in den Fertigungssektor findet, gibt es
viele Möglichkeiten für eine Anwendung von KI, um bei der Lösung der oben genannten
Aufgaben zu helfen. In diesem Paper geben wir einen umfassenden Überblick über
den aktuellen Stand der Technik des Einsatzes von KI in der PE. \r\nIm Detail
analysieren wir 40 bestehende Surveys zu KI in der PE und 94 Case Studies, um
herauszufinden, welche Bereiche der PE von der aktuellen Forschung in diesem Bereich
vorrangig adressiert werden, wie ausgereift die diskutierten KI-Methoden sind
und inwieweit datenzentrierte Ansätze in der aktuellen Forschung genutzt werden."
- lang: eng
text: "Product Creation (PC) refers to the process of planning and developing a
product as well as related services from the initial idea until manufacturing
and distribution. Throughout this process, there are numerous tasks that depend
on human expertise and are typically undertaken by experienced practitioners.
As the field of Artificial Intelligence (AI) continues to evolve and finds its
way into the manufacturing sector, there exist many possibilities for an application
of AI in order to assist in solving aforementioned tasks. In this work, we provide
a comprehensive overview of the current state of the art of the use of AI in PC.
\r\nIn detail, we analyze 40 existing surveys on AI in PC and 94 case studies
in order to find out which areas of PC are primarily addressed by current research
in this field, how mature the discussed AI methods are, and to which extent data-centric
approaches are utilized in current research."
author:
- first_name: Ruslan
full_name: Bernijazov, Ruslan
last_name: Bernijazov
- first_name: Alexander
full_name: Dicks, Alexander
last_name: Dicks
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Marc
full_name: Foullois, Marc
last_name: Foullois
- first_name: Jonas Manuel
full_name: Hanselle, Jonas Manuel
id: '43980'
last_name: Hanselle
orcid: 0000-0002-1231-4985
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
- first_name: Gökce
full_name: Karakaya, Gökce
last_name: Karakaya
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- first_name: Volker
full_name: Lohweg, Volker
last_name: Lohweg
- first_name: Manuel
full_name: Malatyali, Manuel
id: '41265'
last_name: Malatyali
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
- first_name: Melina
full_name: Panzner, Melina
last_name: Panzner
- first_name: Christian
full_name: Soltenborn, Christian
id: '1737'
last_name: Soltenborn
orcid: 0000-0002-0342-8227
citation:
ama: 'Bernijazov R, Dicks A, Dumitrescu R, et al. A Meta-Review on Artificial Intelligence
in Product Creation. In: Proceedings of the 30th International Joint Conference
on Artificial Intelligence (IJCAI-21). ; 2021.'
apa: Bernijazov, R., Dicks, A., Dumitrescu, R., Foullois, M., Hanselle, J. M., Hüllermeier,
E., Karakaya, G., Ködding, P., Lohweg, V., Malatyali, M., Meyer auf der Heide,
F., Panzner, M., & Soltenborn, C. (2021). A Meta-Review on Artificial Intelligence
in Product Creation. Proceedings of the 30th International Joint Conference
on Artificial Intelligence (IJCAI-21). 30th International Joint Conference
on Artificial Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal,
Kanada.
bibtex: '@inproceedings{Bernijazov_Dicks_Dumitrescu_Foullois_Hanselle_Hüllermeier_Karakaya_Ködding_Lohweg_Malatyali_et
al._2021, title={A Meta-Review on Artificial Intelligence in Product Creation},
booktitle={Proceedings of the 30th International Joint Conference on Artificial
Intelligence (IJCAI-21)}, author={Bernijazov, Ruslan and Dicks, Alexander and
Dumitrescu, Roman and Foullois, Marc and Hanselle, Jonas Manuel and Hüllermeier,
Eyke and Karakaya, Gökce and Ködding, Patrick and Lohweg, Volker and Malatyali,
Manuel and et al.}, year={2021} }'
chicago: Bernijazov, Ruslan, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas
Manuel Hanselle, Eyke Hüllermeier, Gökce Karakaya, et al. “A Meta-Review on Artificial
Intelligence in Product Creation.” In Proceedings of the 30th International
Joint Conference on Artificial Intelligence (IJCAI-21), 2021.
ieee: R. Bernijazov et al., “A Meta-Review on Artificial Intelligence in Product
Creation,” presented at the 30th International Joint Conference on Artificial
Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal, Kanada,
2021.
mla: Bernijazov, Ruslan, et al. “A Meta-Review on Artificial Intelligence in Product
Creation.” Proceedings of the 30th International Joint Conference on Artificial
Intelligence (IJCAI-21), 2021.
short: 'R. Bernijazov, A. Dicks, R. Dumitrescu, M. Foullois, J.M. Hanselle, E. Hüllermeier,
G. Karakaya, P. Ködding, V. Lohweg, M. Malatyali, F. Meyer auf der Heide, M. Panzner,
C. Soltenborn, in: Proceedings of the 30th International Joint Conference on Artificial
Intelligence (IJCAI-21), 2021.'
conference:
end_date: 2021-08-26
location: Montreal, Kanada
name: 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)
- Workshop "AI and Product Design"
start_date: 2021-08-19
date_created: 2021-09-06T08:23:45Z
date_updated: 2022-01-06T06:55:59Z
department:
- _id: '63'
- _id: '563'
- _id: '355'
- _id: '241'
keyword:
- Artificial Intelligence Product Creation Literature Review
language:
- iso: eng
main_file_link:
- url: https://www.hsu-hh.de/imb/wp-content/uploads/sites/677/2021/08/A-Meta-Review-on-Artificial-Intelligence-in-Product-Creation.pdf
publication: Proceedings of the 30th International Joint Conference on Artificial
Intelligence (IJCAI-21)
publication_status: epub_ahead
quality_controlled: '1'
status: public
title: A Meta-Review on Artificial Intelligence in Product Creation
type: conference
user_id: '15415'
year: '2021'
...
---
_id: '23791'
author:
- first_name: Sarah
full_name: Johannesmann, Sarah
id: '29190'
last_name: Johannesmann
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: Johannesmann S, Claes L, Henning B. Lamb wave based approach to the determination
of elastic and viscoelastic material parameters. tm - Technisches Messen.
2021;88(s1):s28-s33. doi:10.1515/teme-2021-0070
apa: Johannesmann, S., Claes, L., & Henning, B. (2021). Lamb wave based approach
to the determination of elastic and viscoelastic material parameters. Tm -
Technisches Messen, 88(s1), s28–s33. https://doi.org/10.1515/teme-2021-0070
bibtex: '@article{Johannesmann_Claes_Henning_2021, title={Lamb wave based approach
to the determination of elastic and viscoelastic material parameters}, volume={88},
DOI={10.1515/teme-2021-0070},
number={s1}, journal={tm - Technisches Messen}, publisher={Walter de Gruyter {GmbH}},
author={Johannesmann, Sarah and Claes, Leander and Henning, Bernd}, year={2021},
pages={s28–s33} }'
chicago: 'Johannesmann, Sarah, Leander Claes, and Bernd Henning. “Lamb Wave Based
Approach to the Determination of Elastic and Viscoelastic Material Parameters.”
Tm - Technisches Messen 88, no. s1 (2021): s28–33. https://doi.org/10.1515/teme-2021-0070.'
ieee: S. Johannesmann, L. Claes, and B. Henning, “Lamb wave based approach to the
determination of elastic and viscoelastic material parameters,” tm - Technisches
Messen, vol. 88, no. s1, pp. s28–s33, 2021.
mla: Johannesmann, Sarah, et al. “Lamb Wave Based Approach to the Determination
of Elastic and Viscoelastic Material Parameters.” Tm - Technisches Messen,
vol. 88, no. s1, Walter de Gruyter {GmbH}, 2021, pp. s28–33, doi:10.1515/teme-2021-0070.
short: S. Johannesmann, L. Claes, B. Henning, Tm - Technisches Messen 88 (2021)
s28–s33.
date_created: 2021-09-06T11:07:18Z
date_updated: 2022-01-06T06:56:00Z
department:
- _id: '49'
doi: 10.1515/teme-2021-0070
intvolume: ' 88'
issue: s1
language:
- iso: eng
page: s28-s33
publication: tm - Technisches Messen
publisher: Walter de Gruyter {GmbH}
status: public
title: Lamb wave based approach to the determination of elastic and viscoelastic material
parameters
type: journal_article
user_id: '11829'
volume: 88
year: '2021'
...
---
_id: '20540'
author:
- first_name: Ivan
full_name: Jovanovikj, Ivan
id: '39187'
last_name: Jovanovikj
orcid: https://orcid.org/0000-0002-1838-794X
- first_name: Anu Tony
full_name: Thottam, Anu Tony
last_name: Thottam
- first_name: Vishal
full_name: Joseph Vincent, Vishal
last_name: Joseph Vincent
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Stefan
full_name: Sauer, Stefan
id: '447'
last_name: Sauer
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Jovanovikj I, Thottam AT, Joseph Vincent V, Yigitbas E, Sauer S, Engels G.
A Modeling Workbench for the Development of Situation-specific Test Co-Migration
Methods . In: Proceedings of the 9th International Conference on Model-Driven
Engineering and Software Development . SCITEPRESS; 2021:232-239.'
apa: 'Jovanovikj, I., Thottam, A. T., Joseph Vincent, V., Yigitbas, E., Sauer, S.,
& Engels, G. (2021). A Modeling Workbench for the Development of Situation-specific
Test Co-Migration Methods . In Proceedings of the 9th International Conference
on Model-Driven Engineering and Software Development (pp. 232–239). Vienna:
SCITEPRESS.'
bibtex: '@inproceedings{Jovanovikj_Thottam_Joseph Vincent_Yigitbas_Sauer_Engels_2021,
title={A Modeling Workbench for the Development of Situation-specific Test Co-Migration
Methods }, booktitle={Proceedings of the 9th International Conference on Model-Driven
Engineering and Software Development }, publisher={SCITEPRESS}, author={Jovanovikj,
Ivan and Thottam, Anu Tony and Joseph Vincent, Vishal and Yigitbas, Enes and Sauer,
Stefan and Engels, Gregor}, year={2021}, pages={232–239} }'
chicago: Jovanovikj, Ivan, Anu Tony Thottam, Vishal Joseph Vincent, Enes Yigitbas,
Stefan Sauer, and Gregor Engels. “A Modeling Workbench for the Development of
Situation-Specific Test Co-Migration Methods .” In Proceedings of the 9th International
Conference on Model-Driven Engineering and Software Development , 232–39.
SCITEPRESS, 2021.
ieee: I. Jovanovikj, A. T. Thottam, V. Joseph Vincent, E. Yigitbas, S. Sauer, and
G. Engels, “A Modeling Workbench for the Development of Situation-specific Test
Co-Migration Methods ,” in Proceedings of the 9th International Conference
on Model-Driven Engineering and Software Development , Vienna, 2021, pp. 232–239.
mla: Jovanovikj, Ivan, et al. “A Modeling Workbench for the Development of Situation-Specific
Test Co-Migration Methods .” Proceedings of the 9th International Conference
on Model-Driven Engineering and Software Development , SCITEPRESS, 2021, pp.
232–39.
short: 'I. Jovanovikj, A.T. Thottam, V. Joseph Vincent, E. Yigitbas, S. Sauer, G.
Engels, in: Proceedings of the 9th International Conference on Model-Driven Engineering
and Software Development , SCITEPRESS, 2021, pp. 232–239.'
conference:
location: Vienna
name: 'International Conference on Model-Driven Engineering and Software Development '
date_created: 2020-11-27T16:14:05Z
date_updated: 2022-01-06T06:54:29Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
page: 232-239
publication: 'Proceedings of the 9th International Conference on Model-Driven Engineering
and Software Development '
publisher: SCITEPRESS
status: public
title: 'A Modeling Workbench for the Development of Situation-specific Test Co-Migration
Methods '
type: conference
user_id: '8447'
year: '2021'
...
---
_id: '20683'
author:
- first_name: Björn
full_name: Feldkord, Björn
id: '22704'
last_name: Feldkord
- first_name: Till
full_name: Knollmann, Till
id: '39241'
last_name: Knollmann
orcid: 0000-0003-2014-4696
- first_name: Manuel
full_name: Malatyali, Manuel
id: '41265'
last_name: Malatyali
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
citation:
ama: Feldkord B, Knollmann T, Malatyali M, Meyer auf der Heide F. Managing Multiple
Mobile Resources. Theory of Computing Systems. 2021;65:943–984. doi:10.1007/s00224-020-10023-8
apa: Feldkord, B., Knollmann, T., Malatyali, M., & Meyer auf der Heide, F. (2021).
Managing Multiple Mobile Resources. Theory of Computing Systems, 65,
943–984. https://doi.org/10.1007/s00224-020-10023-8
bibtex: '@article{Feldkord_Knollmann_Malatyali_Meyer auf der Heide_2021, title={Managing
Multiple Mobile Resources}, volume={65}, DOI={10.1007/s00224-020-10023-8},
journal={Theory of Computing Systems}, author={Feldkord, Björn and Knollmann,
Till and Malatyali, Manuel and Meyer auf der Heide, Friedhelm}, year={2021}, pages={943–984}
}'
chicago: 'Feldkord, Björn, Till Knollmann, Manuel Malatyali, and Friedhelm Meyer
auf der Heide. “Managing Multiple Mobile Resources.” Theory of Computing Systems
65 (2021): 943–984. https://doi.org/10.1007/s00224-020-10023-8.'
ieee: 'B. Feldkord, T. Knollmann, M. Malatyali, and F. Meyer auf der Heide, “Managing
Multiple Mobile Resources,” Theory of Computing Systems, vol. 65, pp. 943–984,
2021, doi: 10.1007/s00224-020-10023-8.'
mla: Feldkord, Björn, et al. “Managing Multiple Mobile Resources.” Theory of
Computing Systems, vol. 65, 2021, pp. 943–984, doi:10.1007/s00224-020-10023-8.
short: B. Feldkord, T. Knollmann, M. Malatyali, F. Meyer auf der Heide, Theory of
Computing Systems 65 (2021) 943–984.
date_created: 2020-12-08T08:40:10Z
date_updated: 2022-01-06T06:54:31Z
department:
- _id: '63'
doi: 10.1007/s00224-020-10023-8
intvolume: ' 65'
language:
- iso: eng
page: 943–984
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '5'
name: SFB 901 - Subproject A1
publication: Theory of Computing Systems
publication_status: published
status: public
title: Managing Multiple Mobile Resources
type: journal_article
user_id: '15415'
volume: 65
year: '2021'
...
---
_id: '20693'
abstract:
- lang: eng
text: "In practical, large-scale networks, services are requested\r\nby users across
the globe, e.g., for video streaming.\r\nServices consist of multiple interconnected
components such as\r\nmicroservices in a service mesh. Coordinating these services\r\nrequires
scaling them according to continuously changing user\r\ndemand, deploying instances
at the edge close to their users,\r\nand routing traffic efficiently between users
and connected instances.\r\nNetwork and service coordination is commonly addressed\r\nthrough
centralized approaches, where a single coordinator\r\nknows everything and coordinates
the entire network globally.\r\nWhile such centralized approaches can reach global
optima, they\r\ndo not scale to large, realistic networks. In contrast, distributed\r\napproaches
scale well, but sacrifice solution quality due to their\r\nlimited scope of knowledge
and coordination decisions.\r\n\r\nTo this end, we propose a hierarchical coordination
approach\r\nthat combines the good solution quality of centralized approaches\r\nwith
the scalability of distributed approaches. In doing so, we divide\r\nthe network
into multiple hierarchical domains and optimize\r\ncoordination in a top-down
manner. We compare our hierarchical\r\nwith a centralized approach in an extensive
evaluation on a real-world\r\nnetwork topology. Our results indicate that hierarchical\r\ncoordination
can find close-to-optimal solutions in a fraction of\r\nthe runtime of centralized
approaches."
author:
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Mirko
full_name: Jürgens, Mirko
last_name: Jürgens
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Schneider SB, Jürgens M, Karl H. Divide and Conquer: Hierarchical Network
and Service Coordination. In: IFIP/IEEE International Symposium on Integrated
Network Management (IM). IFIP/IEEE; 2021.'
apa: 'Schneider, S. B., Jürgens, M., & Karl, H. (2021). Divide and Conquer:
Hierarchical Network and Service Coordination. In IFIP/IEEE International Symposium
on Integrated Network Management (IM). Bordeaux, France: IFIP/IEEE.'
bibtex: '@inproceedings{Schneider_Jürgens_Karl_2021, title={Divide and Conquer:
Hierarchical Network and Service Coordination}, booktitle={IFIP/IEEE International
Symposium on Integrated Network Management (IM)}, publisher={IFIP/IEEE}, author={Schneider,
Stefan Balthasar and Jürgens, Mirko and Karl, Holger}, year={2021} }'
chicago: 'Schneider, Stefan Balthasar, Mirko Jürgens, and Holger Karl. “Divide and
Conquer: Hierarchical Network and Service Coordination.” In IFIP/IEEE International
Symposium on Integrated Network Management (IM). IFIP/IEEE, 2021.'
ieee: 'S. B. Schneider, M. Jürgens, and H. Karl, “Divide and Conquer: Hierarchical
Network and Service Coordination,” in IFIP/IEEE International Symposium on
Integrated Network Management (IM), Bordeaux, France, 2021.'
mla: 'Schneider, Stefan Balthasar, et al. “Divide and Conquer: Hierarchical Network
and Service Coordination.” IFIP/IEEE International Symposium on Integrated
Network Management (IM), IFIP/IEEE, 2021.'
short: 'S.B. Schneider, M. Jürgens, H. Karl, in: IFIP/IEEE International Symposium
on Integrated Network Management (IM), IFIP/IEEE, 2021.'
conference:
location: Bordeaux, France
name: IFIP/IEEE International Symposium on Integrated Network Management (IM)
date_created: 2020-12-11T08:39:47Z
date_updated: 2022-01-06T06:54:32Z
ddc:
- '006'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: stschn
date_created: 2020-12-11T08:37:37Z
date_updated: 2020-12-11T08:37:37Z
file_id: '20694'
file_name: preprint_with_header.pdf
file_size: 7979772
relation: main_file
title: 'Divide and Conquer: Hierarchical Network and Service Coordination'
file_date_updated: 2020-12-11T08:37:37Z
has_accepted_license: '1'
keyword:
- network management
- service management
- coordination
- hierarchical
- scalability
- nfv
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: IFIP/IEEE International Symposium on Integrated Network Management (IM)
publisher: IFIP/IEEE
quality_controlled: '1'
status: public
title: 'Divide and Conquer: Hierarchical Network and Service Coordination'
type: conference
user_id: '35343'
year: '2021'
...
---
_id: '20817'
author:
- first_name: Marcin
full_name: Bienkowski, Marcin
last_name: Bienkowski
- first_name: Björn
full_name: Feldkord, Björn
id: '22704'
last_name: Feldkord
- first_name: Pawel
full_name: Schmidt, Pawel
last_name: Schmidt
citation:
ama: 'Bienkowski M, Feldkord B, Schmidt P. A Nearly Optimal Deterministic Online
Algorithm for Non-Metric Facility Location. In: Proceedings of the 38th Symposium
on Theoretical Aspects of Computer Science (STACS). ; 2021:14:1-14:17. doi:10.4230/LIPIcs.STACS.2021.14'
apa: Bienkowski, M., Feldkord, B., & Schmidt, P. (2021). A Nearly Optimal Deterministic
Online Algorithm for Non-Metric Facility Location. In Proceedings of the 38th
Symposium on Theoretical Aspects of Computer Science (STACS) (pp. 14:1-14:17).
https://doi.org/10.4230/LIPIcs.STACS.2021.14
bibtex: '@inproceedings{Bienkowski_Feldkord_Schmidt_2021, title={A Nearly Optimal
Deterministic Online Algorithm for Non-Metric Facility Location}, DOI={10.4230/LIPIcs.STACS.2021.14},
booktitle={Proceedings of the 38th Symposium on Theoretical Aspects of Computer
Science (STACS)}, author={Bienkowski, Marcin and Feldkord, Björn and Schmidt,
Pawel}, year={2021}, pages={14:1-14:17} }'
chicago: Bienkowski, Marcin, Björn Feldkord, and Pawel Schmidt. “A Nearly Optimal
Deterministic Online Algorithm for Non-Metric Facility Location.” In Proceedings
of the 38th Symposium on Theoretical Aspects of Computer Science (STACS),
14:1-14:17, 2021. https://doi.org/10.4230/LIPIcs.STACS.2021.14.
ieee: M. Bienkowski, B. Feldkord, and P. Schmidt, “A Nearly Optimal Deterministic
Online Algorithm for Non-Metric Facility Location,” in Proceedings of the 38th
Symposium on Theoretical Aspects of Computer Science (STACS), 2021, pp. 14:1-14:17.
mla: Bienkowski, Marcin, et al. “A Nearly Optimal Deterministic Online Algorithm
for Non-Metric Facility Location.” Proceedings of the 38th Symposium on Theoretical
Aspects of Computer Science (STACS), 2021, pp. 14:1-14:17, doi:10.4230/LIPIcs.STACS.2021.14.
short: 'M. Bienkowski, B. Feldkord, P. Schmidt, in: Proceedings of the 38th Symposium
on Theoretical Aspects of Computer Science (STACS), 2021, pp. 14:1-14:17.'
date_created: 2020-12-21T13:46:16Z
date_updated: 2022-01-06T06:54:40Z
department:
- _id: '63'
doi: 10.4230/LIPIcs.STACS.2021.14
language:
- iso: eng
page: 14:1 - 14:17
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '5'
name: SFB 901 - Subproject A1
publication: Proceedings of the 38th Symposium on Theoretical Aspects of Computer
Science (STACS)
publication_status: published
status: public
title: A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location
type: conference
user_id: '22704'
year: '2021'
...
---
_id: '20886'
author:
- first_name: Tobias
full_name: Nickchen, Tobias
last_name: Nickchen
- first_name: Stefan
full_name: Heindorf, Stefan
last_name: Heindorf
- first_name: Gregor
full_name: Engels, Gregor
last_name: Engels
citation:
ama: 'Nickchen T, Heindorf S, Engels G. Generating Physically Sound Training Data
for Image Recognition of Additively Manufactured Parts. In: Proceedings of
the IEEE/CVF Winter Conference on Applications of Computer Vision. ; 2021:1994-2002.'
apa: Nickchen, T., Heindorf, S., & Engels, G. (2021). Generating Physically
Sound Training Data for Image Recognition of Additively Manufactured Parts. In
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
(pp. 1994–2002). Hawaii.
bibtex: '@inproceedings{Nickchen_Heindorf_Engels_2021, title={Generating Physically
Sound Training Data for Image Recognition of Additively Manufactured Parts}, booktitle={Proceedings
of the IEEE/CVF Winter Conference on Applications of Computer Vision}, author={Nickchen,
Tobias and Heindorf, Stefan and Engels, Gregor}, year={2021}, pages={1994–2002}
}'
chicago: Nickchen, Tobias, Stefan Heindorf, and Gregor Engels. “Generating Physically
Sound Training Data for Image Recognition of Additively Manufactured Parts.” In
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision,
1994–2002, 2021.
ieee: T. Nickchen, S. Heindorf, and G. Engels, “Generating Physically Sound Training
Data for Image Recognition of Additively Manufactured Parts,” in Proceedings
of the IEEE/CVF Winter Conference on Applications of Computer Vision, Hawaii,
2021, pp. 1994–2002.
mla: Nickchen, Tobias, et al. “Generating Physically Sound Training Data for Image
Recognition of Additively Manufactured Parts.” Proceedings of the IEEE/CVF
Winter Conference on Applications of Computer Vision, 2021, pp. 1994–2002.
short: 'T. Nickchen, S. Heindorf, G. Engels, in: Proceedings of the IEEE/CVF Winter
Conference on Applications of Computer Vision, 2021, pp. 1994–2002.'
conference:
end_date: 2021-09-01
location: Hawaii
name: IEEE/CVF Winter Conference on Applications of Computer Vision
start_date: 2021-05-01
date_created: 2021-01-07T15:32:45Z
date_updated: 2022-01-06T06:54:41Z
department:
- _id: '66'
- _id: '534'
- _id: '624'
- _id: '219'
- _id: '27'
language:
- iso: eng
page: 1994-2002
publication: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer
Vision
publication_status: published
status: public
title: Generating Physically Sound Training Data for Image Recognition of Additively
Manufactured Parts
type: conference
user_id: '27340'
year: '2021'
...
---
_id: '22155'
author:
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
citation:
ama: 'Gottschalk S. Situation-specific Development of Business Models for Services
in Software Ecosystems. In: Advanced Software Engineering. Doctorial Consortium.
CEUR; 2021.'
apa: Gottschalk, S. (2021). Situation-specific Development of Business Models for
Services in Software Ecosystems. In Advanced Software Engineering. Doctorial
Consortium. CEUR.
bibtex: '@inproceedings{Gottschalk_2021, title={Situation-specific Development of
Business Models for Services in Software Ecosystems}, booktitle={Advanced Software
Engineering. Doctorial Consortium}, publisher={CEUR}, author={Gottschalk, Sebastian},
year={2021} }'
chicago: Gottschalk, Sebastian. “Situation-Specific Development of Business Models
for Services in Software Ecosystems.” In Advanced Software Engineering. Doctorial
Consortium. CEUR, 2021.
ieee: S. Gottschalk, “Situation-specific Development of Business Models for Services
in Software Ecosystems,” in Advanced Software Engineering. Doctorial Consortium,
2021.
mla: Gottschalk, Sebastian. “Situation-Specific Development of Business Models for
Services in Software Ecosystems.” Advanced Software Engineering. Doctorial
Consortium, CEUR, 2021.
short: 'S. Gottschalk, in: Advanced Software Engineering. Doctorial Consortium,
CEUR, 2021.'
date_created: 2021-05-11T12:46:07Z
date_updated: 2022-01-06T06:55:28Z
ddc:
- '000'
department:
- _id: '66'
- _id: '534'
file:
- access_level: open_access
content_type: application/pdf
creator: sego
date_created: 2021-07-20T16:16:05Z
date_updated: 2021-07-20T16:16:05Z
file_id: '22767'
file_name: CAISEDC21.pdf
file_size: 278027
relation: main_file
file_date_updated: 2021-07-20T16:16:05Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
publication: Advanced Software Engineering. Doctorial Consortium
publisher: CEUR
status: public
title: Situation-specific Development of Business Models for Services in Software
Ecosystems
type: conference
user_id: '47208'
year: '2021'
...
---
_id: '22156'
abstract:
- lang: eng
text: Word embedding models reflect bias towards genders, ethnicities, and other
social groups present in the underlying training data. Metrics such as ECT, RNSB,
and WEAT quantify bias in these models based on predefined word lists representing
social groups and bias-conveying concepts. How suitable these lists actually are
to reveal bias - let alone the bias metrics in general - remains unclear, though.
In this paper, we study how to assess the quality of bias metrics for word embedding
models. In particular, we present a generic method, Bias Silhouette Analysis (BSA),
that quantifies the accuracy and robustness of such a metric and of the word lists
used. Given a biased and an unbiased reference embedding model, BSA applies the
metric systematically for several subsets of the lists to the models. The variance
and rate of convergence of the bias values of each model then entail the robustness
of the word lists, whereas the distance between the models' values gives indications
of the general accuracy of the metric with the word lists. We demonstrate the
behavior of BSA on two standard embedding models for the three mentioned metrics
with several word lists from existing research.
author:
- first_name: Maximilian
full_name: Spliethöver, Maximilian
id: '84035'
last_name: Spliethöver
orcid: 0000-0003-4364-1409
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
citation:
ama: 'Spliethöver M, Wachsmuth H. Bias Silhouette Analysis: Towards Assessing the
Quality of Bias Metrics for Word Embedding Models. In: Proceedings of the Thirtieth
International Joint Conference on Artificial Intelligence, IJCAI-21. ; 2021:552-559.
doi:10.24963/ijcai.2021/77'
apa: 'Spliethöver, M., & Wachsmuth, H. (2021). Bias Silhouette Analysis: Towards
Assessing the Quality of Bias Metrics for Word Embedding Models. Proceedings
of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21,
552–559. https://doi.org/10.24963/ijcai.2021/77'
bibtex: '@inproceedings{Spliethöver_Wachsmuth_2021, title={Bias Silhouette Analysis:
Towards Assessing the Quality of Bias Metrics for Word Embedding Models}, DOI={10.24963/ijcai.2021/77}, booktitle={Proceedings
of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21},
author={Spliethöver, Maximilian and Wachsmuth, Henning}, year={2021}, pages={552–559}
}'
chicago: 'Spliethöver, Maximilian, and Henning Wachsmuth. “Bias Silhouette Analysis:
Towards Assessing the Quality of Bias Metrics for Word Embedding Models.” In Proceedings
of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21,
552–59, 2021. https://doi.org/10.24963/ijcai.2021/77.'
ieee: 'M. Spliethöver and H. Wachsmuth, “Bias Silhouette Analysis: Towards Assessing
the Quality of Bias Metrics for Word Embedding Models,” in Proceedings of the
Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21,
Online, 2021, pp. 552–559, doi: 10.24963/ijcai.2021/77.'
mla: 'Spliethöver, Maximilian, and Henning Wachsmuth. “Bias Silhouette Analysis:
Towards Assessing the Quality of Bias Metrics for Word Embedding Models.” Proceedings
of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21,
2021, pp. 552–59, doi:10.24963/ijcai.2021/77.'
short: 'M. Spliethöver, H. Wachsmuth, in: Proceedings of the Thirtieth International
Joint Conference on Artificial Intelligence, IJCAI-21, 2021, pp. 552–559.'
conference:
end_date: 2021-08-26
location: Online
name: 30th International Joint Conference on Artificial Intelligence (IJCAI-21)
start_date: 2021-08-19
date_created: 2021-05-11T23:13:26Z
date_updated: 2022-01-06T06:55:28Z
department:
- _id: '600'
doi: 10.24963/ijcai.2021/77
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.ijcai.org/proceedings/2021/77
oa: '1'
page: 552-559
publication: Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, IJCAI-21
quality_controlled: '1'
status: public
title: 'Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for
Word Embedding Models'
type: conference
user_id: '82920'
year: '2021'
...
---
_id: '22158'
author:
- first_name: Shahbaz
full_name: Syed, Shahbaz
last_name: Syed
- first_name: Khalid
full_name: Al-Khatib, Khalid
last_name: Al-Khatib
- first_name: Milad
full_name: Alshomary, Milad
id: '73059'
last_name: Alshomary
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
- first_name: Martin
full_name: Potthast, Martin
last_name: Potthast
citation:
ama: 'Syed S, Al-Khatib K, Alshomary M, Wachsmuth H, Potthast M. Generating Informative
Conclusions for Argumentative Texts. In: Proceedings of the Joint Conference
of the 59th Annual Meeting of the Association for Computational Linguistics and
the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP
2021): Findings. ; 2021:3482-3493.'
apa: 'Syed, S., Al-Khatib, K., Alshomary, M., Wachsmuth, H., & Potthast, M.
(2021). Generating Informative Conclusions for Argumentative Texts. Proceedings
of the Joint Conference of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language Processing
(ACL-IJCNLP 2021): Findings, 3482–3493.'
bibtex: '@inproceedings{Syed_Al-Khatib_Alshomary_Wachsmuth_Potthast_2021, title={Generating
Informative Conclusions for Argumentative Texts}, booktitle={Proceedings of the
Joint Conference of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language Processing
(ACL-IJCNLP 2021): Findings}, author={Syed, Shahbaz and Al-Khatib, Khalid and
Alshomary, Milad and Wachsmuth, Henning and Potthast, Martin}, year={2021}, pages={3482–3493}
}'
chicago: 'Syed, Shahbaz, Khalid Al-Khatib, Milad Alshomary, Henning Wachsmuth, and
Martin Potthast. “Generating Informative Conclusions for Argumentative Texts.”
In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association
for Computational Linguistics and the 11th International Joint Conference on Natural
Language Processing (ACL-IJCNLP 2021): Findings, 3482–93, 2021.'
ieee: 'S. Syed, K. Al-Khatib, M. Alshomary, H. Wachsmuth, and M. Potthast, “Generating
Informative Conclusions for Argumentative Texts,” in Proceedings of the Joint
Conference of the 59th Annual Meeting of the Association for Computational Linguistics
and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP
2021): Findings, 2021, pp. 3482–3493.'
mla: 'Syed, Shahbaz, et al. “Generating Informative Conclusions for Argumentative
Texts.” Proceedings of the Joint Conference of the 59th Annual Meeting of the
Association for Computational Linguistics and the 11th International Joint Conference
on Natural Language Processing (ACL-IJCNLP 2021): Findings, 2021, pp. 3482–93.'
short: 'S. Syed, K. Al-Khatib, M. Alshomary, H. Wachsmuth, M. Potthast, in: Proceedings
of the Joint Conference of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language Processing
(ACL-IJCNLP 2021): Findings, 2021, pp. 3482–3493.'
date_created: 2021-05-11T23:18:14Z
date_updated: 2022-01-06T06:55:28Z
department:
- _id: '600'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://aclanthology.org/2021.findings-acl.306.pdf
oa: '1'
page: 3482-3493
publication: 'Proceedings of the Joint Conference of the 59th Annual Meeting of the
Association for Computational Linguistics and the 11th International Joint Conference
on Natural Language Processing (ACL-IJCNLP 2021): Findings'
status: public
title: Generating Informative Conclusions for Argumentative Texts
type: conference
user_id: '82920'
year: '2021'
...
---
_id: '22159'
author:
- first_name: Joe
full_name: Barrow, Joe
last_name: Barrow
- first_name: Rajiv
full_name: Jain, Rajiv
last_name: Jain
- first_name: Nedim
full_name: Lipka, Nedim
last_name: Lipka
- first_name: Franck
full_name: Dernoncourt, Franck
last_name: Dernoncourt
- first_name: Vlad
full_name: Morariu, Vlad
last_name: Morariu
- first_name: Varun
full_name: Manjunatha, Varun
last_name: Manjunatha
- first_name: Douglas
full_name: Oard, Douglas
last_name: Oard
- first_name: Philip
full_name: Resnik, Philip
last_name: Resnik
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
citation:
ama: 'Barrow J, Jain R, Lipka N, et al. Syntopical Graphs for Computational Argumentation
Tasks. In: Proceedings of the Joint Conference of the 59th Annual Meeting of
the Association for Computational Linguistics and the 11th International Joint
Conference on Natural Language Processing (ACL-IJCNLP 2021). ; 2021:1583-1595.'
apa: Barrow, J., Jain, R., Lipka, N., Dernoncourt, F., Morariu, V., Manjunatha,
V., Oard, D., Resnik, P., & Wachsmuth, H. (2021). Syntopical Graphs for Computational
Argumentation Tasks. Proceedings of the Joint Conference of the 59th Annual
Meeting of the Association for Computational Linguistics and the 11th International
Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), 1583–1595.
bibtex: '@inproceedings{Barrow_Jain_Lipka_Dernoncourt_Morariu_Manjunatha_Oard_Resnik_Wachsmuth_2021,
title={Syntopical Graphs for Computational Argumentation Tasks}, booktitle={Proceedings
of the Joint Conference of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language Processing
(ACL-IJCNLP 2021)}, author={Barrow, Joe and Jain, Rajiv and Lipka, Nedim and Dernoncourt,
Franck and Morariu, Vlad and Manjunatha, Varun and Oard, Douglas and Resnik, Philip
and Wachsmuth, Henning}, year={2021}, pages={1583–1595} }'
chicago: Barrow, Joe, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad Morariu,
Varun Manjunatha, Douglas Oard, Philip Resnik, and Henning Wachsmuth. “Syntopical
Graphs for Computational Argumentation Tasks.” In Proceedings of the Joint
Conference of the 59th Annual Meeting of the Association for Computational Linguistics
and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP
2021), 1583–95, 2021.
ieee: J. Barrow et al., “Syntopical Graphs for Computational Argumentation
Tasks,” in Proceedings of the Joint Conference of the 59th Annual Meeting of
the Association for Computational Linguistics and the 11th International Joint
Conference on Natural Language Processing (ACL-IJCNLP 2021), 2021, pp. 1583–1595.
mla: Barrow, Joe, et al. “Syntopical Graphs for Computational Argumentation Tasks.”
Proceedings of the Joint Conference of the 59th Annual Meeting of the Association
for Computational Linguistics and the 11th International Joint Conference on Natural
Language Processing (ACL-IJCNLP 2021), 2021, pp. 1583–95.
short: 'J. Barrow, R. Jain, N. Lipka, F. Dernoncourt, V. Morariu, V. Manjunatha,
D. Oard, P. Resnik, H. Wachsmuth, in: Proceedings of the Joint Conference of the
59th Annual Meeting of the Association for Computational Linguistics and the 11th
International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021),
2021, pp. 1583–1595.'
date_created: 2021-05-11T23:20:59Z
date_updated: 2022-01-06T06:55:28Z
department:
- _id: '600'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://aclanthology.org/2021.acl-long.126.pdf
oa: '1'
page: 1583-1595
publication: Proceedings of the Joint Conference of the 59th Annual Meeting of the
Association for Computational Linguistics and the 11th International Joint Conference
on Natural Language Processing (ACL-IJCNLP 2021)
status: public
title: Syntopical Graphs for Computational Argumentation Tasks
type: conference
user_id: '82920'
year: '2021'
...
---
_id: '22160'
author:
- first_name: Khalid
full_name: Al-Khatib, Khalid
last_name: Al-Khatib
- first_name: Lukas
full_name: Trautner, Lukas
last_name: Trautner
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
- first_name: Yufang
full_name: Hou, Yufang
last_name: Hou
- first_name: Benno
full_name: Stein, Benno
last_name: Stein
citation:
ama: 'Al-Khatib K, Trautner L, Wachsmuth H, Hou Y, Stein B. Employing Argumentation
Knowledge Graphs for Neural Argument Generation. In: Proceedings of the Joint
Conference of the 59th Annual Meeting of the Association for Computational Linguistics
and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP
2021). ; 2021:4744-4754.'
apa: Al-Khatib, K., Trautner, L., Wachsmuth, H., Hou, Y., & Stein, B. (2021).
Employing Argumentation Knowledge Graphs for Neural Argument Generation. Proceedings
of the Joint Conference of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language Processing
(ACL-IJCNLP 2021), 4744–4754.
bibtex: '@inproceedings{Al-Khatib_Trautner_Wachsmuth_Hou_Stein_2021, title={Employing
Argumentation Knowledge Graphs for Neural Argument Generation}, booktitle={Proceedings
of the Joint Conference of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language Processing
(ACL-IJCNLP 2021)}, author={Al-Khatib, Khalid and Trautner, Lukas and Wachsmuth,
Henning and Hou, Yufang and Stein, Benno}, year={2021}, pages={4744–4754} }'
chicago: Al-Khatib, Khalid, Lukas Trautner, Henning Wachsmuth, Yufang Hou, and Benno
Stein. “Employing Argumentation Knowledge Graphs for Neural Argument Generation.”
In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association
for Computational Linguistics and the 11th International Joint Conference on Natural
Language Processing (ACL-IJCNLP 2021), 4744–54, 2021.
ieee: K. Al-Khatib, L. Trautner, H. Wachsmuth, Y. Hou, and B. Stein, “Employing
Argumentation Knowledge Graphs for Neural Argument Generation,” in Proceedings
of the Joint Conference of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language Processing
(ACL-IJCNLP 2021), 2021, pp. 4744–4754.
mla: Al-Khatib, Khalid, et al. “Employing Argumentation Knowledge Graphs for Neural
Argument Generation.” Proceedings of the Joint Conference of the 59th Annual
Meeting of the Association for Computational Linguistics and the 11th International
Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), 2021, pp.
4744–54.
short: 'K. Al-Khatib, L. Trautner, H. Wachsmuth, Y. Hou, B. Stein, in: Proceedings
of the Joint Conference of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language Processing
(ACL-IJCNLP 2021), 2021, pp. 4744–4754.'
date_created: 2021-05-11T23:22:36Z
date_updated: 2022-01-06T06:55:28Z
department:
- _id: '600'
language:
- iso: eng
main_file_link:
- url: https://aclanthology.org/2021.acl-long.366.pdf
page: 4744-4754
publication: Proceedings of the Joint Conference of the 59th Annual Meeting of the
Association for Computational Linguistics and the 11th International Joint Conference
on Natural Language Processing (ACL-IJCNLP 2021)
status: public
title: Employing Argumentation Knowledge Graphs for Neural Argument Generation
type: conference
user_id: '82920'
year: '2021'
...
---
_id: '22216'
author:
- first_name: Jakob Werner
full_name: Rehnen, Jakob Werner
last_name: Rehnen
citation:
ama: Rehnen JW. Decomposition of Arithmetic Components for the Approximate Circuit
Synthesis with EvoApproxLib.; 2021.
apa: Rehnen, J. W. (2021). Decomposition of Arithmetic Components for the Approximate
Circuit Synthesis with EvoApproxLib.
bibtex: '@book{Rehnen_2021, title={Decomposition of Arithmetic Components for the
Approximate Circuit Synthesis with EvoApproxLib}, author={Rehnen, Jakob Werner},
year={2021} }'
chicago: Rehnen, Jakob Werner. Decomposition of Arithmetic Components for the
Approximate Circuit Synthesis with EvoApproxLib, 2021.
ieee: J. W. Rehnen, Decomposition of Arithmetic Components for the Approximate
Circuit Synthesis with EvoApproxLib. 2021.
mla: Rehnen, Jakob Werner. Decomposition of Arithmetic Components for the Approximate
Circuit Synthesis with EvoApproxLib. 2021.
short: J.W. Rehnen, Decomposition of Arithmetic Components for the Approximate Circuit
Synthesis with EvoApproxLib, 2021.
date_created: 2021-05-19T16:56:11Z
date_updated: 2022-01-06T06:55:29Z
department:
- _id: '78'
- _id: '7'
language:
- iso: eng
status: public
supervisor:
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
- first_name: Linus Matthias
full_name: Witschen, Linus Matthias
id: '49051'
last_name: Witschen
title: Decomposition of Arithmetic Components for the Approximate Circuit Synthesis
with EvoApproxLib
type: bachelorsthesis
user_id: '49051'
year: '2021'
...
---
_id: '22230'
citation:
ama: 'Sousa Santos B, Domik G, eds. EUROGRAPHICS 2021: Education Papers Frontmatter.
Eurographics Association ; 2021. doi:10.2312/EGED.20212000'
apa: 'Sousa Santos, B., & Domik, G. (Eds.). (2021). EUROGRAPHICS 2021: Education
Papers Frontmatter. Presented at the Eurographics 2021, Vienna: Eurographics
Association . https://doi.org/10.2312/EGED.20212000'
bibtex: '@book{Sousa Santos_Domik_2021, title={EUROGRAPHICS 2021: Education Papers
Frontmatter}, DOI={10.2312/EGED.20212000},
publisher={Eurographics Association }, year={2021} }'
chicago: 'Sousa Santos, Beatriz, and Gitta Domik, eds. EUROGRAPHICS 2021: Education
Papers Frontmatter. Eurographics Association , 2021. https://doi.org/10.2312/EGED.20212000.'
ieee: 'B. Sousa Santos and G. Domik, Eds., EUROGRAPHICS 2021: Education Papers
Frontmatter. Eurographics Association , 2021.'
mla: 'Sousa Santos, Beatriz, and Gitta Domik, editors. EUROGRAPHICS 2021: Education
Papers Frontmatter. Eurographics Association , 2021, doi:10.2312/EGED.20212000.'
short: 'B. Sousa Santos, G. Domik, eds., EUROGRAPHICS 2021: Education Papers Frontmatter,
Eurographics Association , 2021.'
conference:
end_date: 2021-05-07
location: Vienna
name: Eurographics 2021
start_date: 2021-05-03
date_created: 2021-05-26T09:04:55Z
date_updated: 2022-01-06T06:55:29Z
department:
- _id: '65'
doi: 10.2312/EGED.20212000
editor:
- first_name: Beatriz
full_name: Sousa Santos, Beatriz
last_name: Sousa Santos
- first_name: Gitta
full_name: Domik, Gitta
id: '90'
last_name: Domik
language:
- iso: eng
publication_identifier:
isbn:
- 'ISBN 978-3-03868-132-8 '
publisher: 'Eurographics Association '
status: public
title: 'EUROGRAPHICS 2021: Education Papers Frontmatter'
type: conference_editor
user_id: '90'
year: '2021'
...
---
_id: '22283'
abstract:
- lang: eng
text: " We show how to construct an overlay network of constant degree and diameter
$O(\\log n)$ in time $O(\\log n)$ starting from an arbitrary weakly connected
graph.\r\n We assume a synchronous communication network in which nodes can
send messages to nodes they know the identifier of and establish new connections
by sending node identifiers.\r\n If the initial network's graph is weakly connected
and has constant degree, then our algorithm constructs the desired topology with
each node sending and receiving only $O(\\log n)$ messages in each round in time
$O(\\log n)$, w.h.p., which beats the currently best $O(\\log^{3/2} n)$ time algorithm
of [Götte et al., SIROCCO'19].\r\n Since the problem cannot be solved faster
than by using pointer jumping for $O(\\log n)$ rounds (which would even require
each node to communicate $\\Omega(n)$ bits), our algorithm is asymptotically optimal.\r\n
\ We achieve this speedup by using short random walks to repeatedly establish
random connections between the nodes that quickly reduce the conductance of the
graph using an observation of [Kwok and Lau, APPROX'14].\r\n \r\n Additionally,
we show how our algorithm can be used to efficiently solve graph problems in \\emph{hybrid
networks} [Augustine et al., SODA'20].\r\n Motivated by the idea that nodes
possess two different modes of communication, we assume that communication of
the \\emph{initial} edges is unrestricted. In contrast, only polylogarithmically
many messages can be communicated over edges that have been established throughout
an algorithm's execution.\r\n For an (undirected) graph $G$ with arbitrary
degree, we show how to compute connected components, a spanning tree, and biconnected
components in time $O(\\log n)$, w.h.p.\r\n Furthermore, we show how to compute
an MIS in time $O(\\log d + \\log \\log n)$, w.h.p., where $d$ is the initial
degree of $G$."
author:
- first_name: Thorsten
full_name: Götte, Thorsten
id: '34727'
last_name: Götte
- first_name: Kristian
full_name: Hinnenthal, Kristian
id: '32229'
last_name: Hinnenthal
- 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, Hinnenthal K, Scheideler C, Werthmann J. Time-Optimal Construction
of Overlays. In: Censor-Hillel K, ed. Proc. of the 40th ACM Symposium on Principles
of Distributed Computing (PODC ’21). New York: ACM. doi:10.1145/3465084.3467932'
apa: 'Götte, T., Hinnenthal, K., Scheideler, C., & Werthmann, J. (n.d.). Time-Optimal
Construction of Overlays. In K. Censor-Hillel (Ed.), Proc. of the 40th ACM
Symposium on Principles of Distributed Computing (PODC ’21). New York: ACM.
https://doi.org/10.1145/3465084.3467932'
bibtex: '@inproceedings{Götte_Hinnenthal_Scheideler_Werthmann, place={New York},
title={Time-Optimal Construction of Overlays}, DOI={10.1145/3465084.3467932},
booktitle={Proc. of the 40th ACM Symposium on Principles of Distributed Computing
(PODC ’21)}, publisher={ACM}, author={Götte, Thorsten and Hinnenthal, Kristian
and Scheideler, Christian and Werthmann, Julian}, editor={Censor-Hillel, KerenEditor}
}'
chicago: 'Götte, Thorsten, Kristian Hinnenthal, Christian Scheideler, and Julian
Werthmann. “Time-Optimal Construction of Overlays.” In Proc. of the 40th ACM
Symposium on Principles of Distributed Computing (PODC ’21), edited by Keren
Censor-Hillel. New York: ACM, n.d. https://doi.org/10.1145/3465084.3467932.'
ieee: T. Götte, K. Hinnenthal, C. Scheideler, and J. Werthmann, “Time-Optimal Construction
of Overlays,” in Proc. of the 40th ACM Symposium on Principles of Distributed
Computing (PODC ’21), Virtual.
mla: Götte, Thorsten, et al. “Time-Optimal Construction of Overlays.” Proc. of
the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21),
edited by Keren Censor-Hillel, ACM, doi:10.1145/3465084.3467932.
short: 'T. Götte, K. Hinnenthal, C. Scheideler, J. Werthmann, in: K. Censor-Hillel
(Ed.), Proc. of the 40th ACM Symposium on Principles of Distributed Computing
(PODC ’21), ACM, New York, n.d.'
conference:
end_date: 2021-07-30
location: Virtual
name: ACM Symposium on Principles of Distributed Computing (PODC)
start_date: 2021-07-26
date_created: 2021-06-06T19:10:26Z
date_updated: 2022-01-06T06:55:30Z
ddc:
- '000'
department:
- _id: '34'
doi: 10.1145/3465084.3467932
editor:
- first_name: Keren
full_name: Censor-Hillel, Keren
last_name: Censor-Hillel
file:
- access_level: closed
content_type: application/pdf
creator: thgoette
date_created: 2021-06-06T19:12:49Z
date_updated: 2021-06-06T19:12:49Z
file_id: '22284'
file_name: Wicked_Fast_Overlay_Construction(1).pdf
file_size: 590875
relation: main_file
success: 1
file_date_updated: 2021-06-06T19:12:49Z
has_accepted_license: '1'
language:
- iso: eng
place: New York
project:
- _id: '2'
name: SFB 901 - Project Area A
- _id: '5'
name: SFB 901 - Subproject A1
- _id: '4'
name: SFB 901 - Project Area C
- _id: '13'
name: SFB 901 - Subproject C1
- _id: '1'
name: SFB 901
publication: Proc. of the 40th ACM Symposium on Principles of Distributed Computing
(PODC '21)
publication_status: accepted
publisher: ACM
status: public
title: Time-Optimal Construction of Overlays
type: conference
user_id: '477'
year: '2021'
...
---
_id: '22304'
author:
- first_name: Stefan
full_name: Schott, Stefan
id: '54847'
last_name: Schott
citation:
ama: Schott S. Android App Analysis Benchmark Case Generation. Paderborn;
2021.
apa: Schott, S. (2021). Android App Analysis Benchmark Case Generation. Paderborn.
bibtex: '@book{Schott_2021, place={Paderborn}, title={Android App Analysis Benchmark
Case Generation}, author={Schott, Stefan}, year={2021} }'
chicago: Schott, Stefan. Android App Analysis Benchmark Case Generation.
Paderborn, 2021.
ieee: S. Schott, Android App Analysis Benchmark Case Generation. Paderborn,
2021.
mla: Schott, Stefan. Android App Analysis Benchmark Case Generation. 2021.
short: S. Schott, Android App Analysis Benchmark Case Generation, Paderborn, 2021.
date_created: 2021-06-09T06:04:12Z
date_updated: 2022-01-06T06:55:31Z
ddc:
- '000'
department:
- _id: '77'
extern: '1'
file:
- access_level: open_access
content_type: application/pdf
creator: fpauck
date_created: 2021-06-09T06:01:45Z
date_updated: 2021-06-09T06:01:45Z
file_id: '22305'
file_name: Masters_Thesis_Stefan_Schott_unsigned.pdf
file_size: 1918444
relation: main_file
file_date_updated: 2021-06-09T06:01:45Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Paderborn
project:
- _id: '1'
name: SFB 901
- _id: '12'
name: SFB 901 - Subproject B4
- _id: '3'
name: SFB 901 - Project Area B
status: public
supervisor:
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
title: Android App Analysis Benchmark Case Generation
type: mastersthesis
user_id: '477'
year: '2021'
...
---
_id: '22306'
author:
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Jürgen
full_name: Gausemeier, Jürgen
id: '163'
last_name: Gausemeier
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Hans-Heinrich
full_name: Evers, Hans-Heinrich
last_name: Evers
- first_name: Maximilian
full_name: Frank, Maximilian
last_name: Frank
- first_name: Jannik
full_name: Reinhold, Jannik
id: '33669'
last_name: Reinhold
citation:
ama: 'Koldewey C, Gausemeier J, Dumitrescu R, Evers H-H, Frank M, Reinhold J. Development
Process for Smart Service Strategies: Grasping the Potentials of Digitalization
for Servitization. In: Schallmo DR, Tidd J, eds. Digitalization. Management
for Professionals. Springer Nature; 2021:205-237. doi:https://doi.org/10.1007/978-3-030-69380-0_12#DOI'
apa: 'Koldewey, C., Gausemeier, J., Dumitrescu, R., Evers, H.-H., Frank, M., &
Reinhold, J. (2021). Development Process for Smart Service Strategies: Grasping
the Potentials of Digitalization for Servitization. In D. R. Schallmo & J.
Tidd (Eds.), Digitalization (pp. 205–237). Springer Nature. https://doi.org/10.1007/978-3-030-69380-0_12#DOI'
bibtex: '@inbook{Koldewey_Gausemeier_Dumitrescu_Evers_Frank_Reinhold_2021, place={Cham},
series={Management for Professionals}, title={Development Process for Smart Service
Strategies: Grasping the Potentials of Digitalization for Servitization}, DOI={https://doi.org/10.1007/978-3-030-69380-0_12#DOI},
booktitle={Digitalization}, publisher={Springer Nature}, author={Koldewey, Christian
and Gausemeier, Jürgen and Dumitrescu, Roman and Evers, Hans-Heinrich and Frank,
Maximilian and Reinhold, Jannik}, editor={Schallmo, Daniel R. and Tidd, Joseph},
year={2021}, pages={205–237}, collection={Management for Professionals} }'
chicago: 'Koldewey, Christian, Jürgen Gausemeier, Roman Dumitrescu, Hans-Heinrich
Evers, Maximilian Frank, and Jannik Reinhold. “Development Process for Smart Service
Strategies: Grasping the Potentials of Digitalization for Servitization.” In Digitalization,
edited by Daniel R. Schallmo and Joseph Tidd, 205–37. Management for Professionals.
Cham: Springer Nature, 2021. https://doi.org/10.1007/978-3-030-69380-0_12#DOI.'
ieee: 'C. Koldewey, J. Gausemeier, R. Dumitrescu, H.-H. Evers, M. Frank, and J.
Reinhold, “Development Process for Smart Service Strategies: Grasping the Potentials
of Digitalization for Servitization,” in Digitalization, D. R. Schallmo
and J. Tidd, Eds. Cham: Springer Nature, 2021, pp. 205–237.'
mla: 'Koldewey, Christian, et al. “Development Process for Smart Service Strategies:
Grasping the Potentials of Digitalization for Servitization.” Digitalization,
edited by Daniel R. Schallmo and Joseph Tidd, Springer Nature, 2021, pp. 205–37,
doi:https://doi.org/10.1007/978-3-030-69380-0_12#DOI.'
short: 'C. Koldewey, J. Gausemeier, R. Dumitrescu, H.-H. Evers, M. Frank, J. Reinhold,
in: D.R. Schallmo, J. Tidd (Eds.), Digitalization, Springer Nature, Cham, 2021,
pp. 205–237.'
date_created: 2021-06-09T13:07:05Z
date_updated: 2022-01-06T06:55:31Z
department:
- _id: '563'
doi: https://doi.org/10.1007/978-3-030-69380-0_12#DOI
editor:
- first_name: Daniel R.
full_name: Schallmo, Daniel R.
last_name: Schallmo
- first_name: Joseph
full_name: Tidd, Joseph
last_name: Tidd
language:
- iso: eng
page: 205-237
place: Cham
publication: Digitalization
publication_status: published
publisher: Springer Nature
series_title: Management for Professionals
status: public
title: 'Development Process for Smart Service Strategies: Grasping the Potentials
of Digitalization for Servitization'
type: book_chapter
user_id: '15782'
year: '2021'
...
---
_id: '22307'
author:
- first_name: Daniel
full_name: Eckertz, Daniel
last_name: Eckertz
- first_name: Marus
full_name: Möller, Marus
last_name: Möller
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Eckertz D, Möller M, Anacker H, Dumitrescu R. Digital Knowledge Base for Industrial
Augmented Reality Systems Based on Semantic Technologies. In: Proceedings
of the International Conference on Information and Computer Technologies.
; 2021.'
apa: Eckertz, D., Möller, M., Anacker, H., & Dumitrescu, R. (2021). Digital
Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies.
In Proceedings of the International Conference on Information and Computer
Technologies. Kahului, Hawaii, United States of America.
bibtex: '@inproceedings{Eckertz_Möller_Anacker_Dumitrescu_2021, title={Digital Knowledge
Base for Industrial Augmented Reality Systems Based on Semantic Technologies},
booktitle={ Proceedings of the International Conference on Information and Computer
Technologies}, author={Eckertz, Daniel and Möller, Marus and Anacker, Harald and
Dumitrescu, Roman}, year={2021} }'
chicago: Eckertz, Daniel, Marus Möller, Harald Anacker, and Roman Dumitrescu. “Digital
Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies.”
In Proceedings of the International Conference on Information and Computer
Technologies, 2021.
ieee: D. Eckertz, M. Möller, H. Anacker, and R. Dumitrescu, “Digital Knowledge Base
for Industrial Augmented Reality Systems Based on Semantic Technologies,” in
Proceedings of the International Conference on Information and Computer Technologies,
Kahului, Hawaii, United States of America, 2021.
mla: Eckertz, Daniel, et al. “Digital Knowledge Base for Industrial Augmented Reality
Systems Based on Semantic Technologies.” Proceedings of the International
Conference on Information and Computer Technologies, 2021.
short: 'D. Eckertz, M. Möller, H. Anacker, R. Dumitrescu, in: Proceedings of the
International Conference on Information and Computer Technologies, 2021.'
conference:
end_date: 2021-03-14
location: Kahului, Hawaii, United States of America
name: 4th International Conference on Information and Computer Technologies (ICICT
2021)
start_date: 2021-03-11
date_created: 2021-06-11T09:16:17Z
date_updated: 2022-01-06T06:55:31Z
department:
- _id: '563'
language:
- iso: eng
publication: ' Proceedings of the International Conference on Information and Computer
Technologies'
status: public
title: Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic
Technologies
type: conference_abstract
user_id: '15782'
year: '2021'
...
---
_id: '22309'
abstract:
- lang: eng
text: Approximate computing (AC) has acquired significant maturity in recent years
as a promising approach to obtain energy and area-efficient hardware. Automated
approximate accelerator synthesis involves a great deal of complexity on the size
of design space which exponentially grows with the number of possible approximations.
Design space exploration of approximate accelerator synthesis is usually targeted
via heuristic-based search methods. The majority of existing frameworks prune
a large part of the design space using a greedy-based approach to keep the problem
tractable. Therefore, they result in inferior solutions since many potential solutions
are neglected in the pruning process without the possibility of backtracking of
removed approximate instances. In this paper, we address the aforementioned issue
by adopting Monte Carlo Tree Search (MCTS), as an efficient stochastic learning-based
search algorithm, in the context of automated synthesis of approximate accelerators.
This enables the synthesis frameworks to deeply subsamples the design space of
approximate accelerator synthesis toward most promising approximate instances
based on the required performance goals, i.e., power consumption, area, or/and
delay. We investigated the challenges of providing an efficient open-source framework
that benefits analytical and search-based approximation techniques simultaneously
to both speed up the synthesis runtime and improve the quality of obtained results.
Besides, we studied the utilization of machine learning algorithms to improve
the performance of several critical steps, i.e., accelerator quality testing,
in the synthesis framework. The proposed framework can help the community to rapidly
generate efficient approximate accelerators in a reasonable runtime.
author:
- first_name: Muhammad
full_name: Awais, Muhammad
id: '64665'
last_name: Awais
orcid: https://orcid.org/0000-0003-4148-2969
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
citation:
ama: 'Awais M, Platzner M. MCTS-Based Synthesis Towards Efficient Approximate Accelerators.
In: Proceedings of IEEE Computer Society Annual Symposium on VLSI. IEEE;
2021:384-389.'
apa: Awais, M., & Platzner, M. (2021). MCTS-Based Synthesis Towards Efficient
Approximate Accelerators. Proceedings of IEEE Computer Society Annual Symposium
on VLSI, 384–389.
bibtex: '@inproceedings{Awais_Platzner_2021, title={MCTS-Based Synthesis Towards
Efficient Approximate Accelerators}, booktitle={Proceedings of IEEE Computer Society
Annual Symposium on VLSI}, publisher={IEEE}, author={Awais, Muhammad and Platzner,
Marco}, year={2021}, pages={384–389} }'
chicago: Awais, Muhammad, and Marco Platzner. “MCTS-Based Synthesis Towards Efficient
Approximate Accelerators.” In Proceedings of IEEE Computer Society Annual Symposium
on VLSI, 384–89. IEEE, 2021.
ieee: M. Awais and M. Platzner, “MCTS-Based Synthesis Towards Efficient Approximate
Accelerators,” in Proceedings of IEEE Computer Society Annual Symposium on
VLSI, Tampa, Florida USA (Virtual), 2021, pp. 384–389.
mla: Awais, Muhammad, and Marco Platzner. “MCTS-Based Synthesis Towards Efficient
Approximate Accelerators.” Proceedings of IEEE Computer Society Annual Symposium
on VLSI, IEEE, 2021, pp. 384–89.
short: 'M. Awais, M. Platzner, in: Proceedings of IEEE Computer Society Annual Symposium
on VLSI, IEEE, 2021, pp. 384–389.'
conference:
end_date: 2021-07-09
location: Tampa, Florida USA (Virtual)
name: IEEE Computer Society Annual Symposium on VLSI
start_date: 2021-07-07
date_created: 2021-06-14T14:05:17Z
date_updated: 2022-01-06T06:55:31Z
department:
- _id: '78'
keyword:
- Approximate computing
- Design space exploration
- Accelerator synthesis
language:
- iso: eng
page: 384-389
publication: Proceedings of IEEE Computer Society Annual Symposium on VLSI
publisher: IEEE
status: public
title: MCTS-Based Synthesis Towards Efficient Approximate Accelerators
type: conference
user_id: '64665'
year: '2021'
...
---
_id: '22448'
author:
- first_name: Johannes
full_name: Kiesel, Johannes
last_name: Kiesel
- first_name: Damiano
full_name: Spina, Damiano
last_name: Spina
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
- first_name: Benno
full_name: Stein, Benno
last_name: Stein
citation:
ama: 'Kiesel J, Spina D, Wachsmuth H, Stein B. The Meant, the Said, and the Understood:
Conversational Argument Search and Cognitive Biases. In: Proceedings of the
2021 Conversational User Interfaces Conference. ; 2021:1-5.'
apa: 'Kiesel, J., Spina, D., Wachsmuth, H., & Stein, B. (2021). The Meant, the
Said, and the Understood: Conversational Argument Search and Cognitive Biases.
Proceedings of the 2021 Conversational User Interfaces Conference, 1–5.'
bibtex: '@inproceedings{Kiesel_Spina_Wachsmuth_Stein_2021, title={The Meant, the
Said, and the Understood: Conversational Argument Search and Cognitive Biases},
booktitle={Proceedings of the 2021 Conversational User Interfaces Conference},
author={Kiesel, Johannes and Spina, Damiano and Wachsmuth, Henning and Stein,
Benno}, year={2021}, pages={1–5} }'
chicago: 'Kiesel, Johannes, Damiano Spina, Henning Wachsmuth, and Benno Stein. “The
Meant, the Said, and the Understood: Conversational Argument Search and Cognitive
Biases.” In Proceedings of the 2021 Conversational User Interfaces Conference,
1–5, 2021.'
ieee: 'J. Kiesel, D. Spina, H. Wachsmuth, and B. Stein, “The Meant, the Said, and
the Understood: Conversational Argument Search and Cognitive Biases,” in Proceedings
of the 2021 Conversational User Interfaces Conference, 2021, pp. 1–5.'
mla: 'Kiesel, Johannes, et al. “The Meant, the Said, and the Understood: Conversational
Argument Search and Cognitive Biases.” Proceedings of the 2021 Conversational
User Interfaces Conference, 2021, pp. 1–5.'
short: 'J. Kiesel, D. Spina, H. Wachsmuth, B. Stein, in: Proceedings of the 2021
Conversational User Interfaces Conference, 2021, pp. 1–5.'
date_created: 2021-06-15T13:51:36Z
date_updated: 2022-01-06T06:55:33Z
department:
- _id: '600'
language:
- iso: eng
main_file_link:
- url: https://dl.acm.org/doi/fullHtml/10.1145/3469595.3469615
page: 1-5
publication: Proceedings of the 2021 Conversational User Interfaces Conference
status: public
title: 'The Meant, the Said, and the Understood: Conversational Argument Search and
Cognitive Biases'
type: conference
user_id: '82920'
year: '2021'
...