---
_id: '62703'
abstract:
- lang: eng
text: We introduce a novel embedding method diverging from conventional approaches
by operating within function spaces of finite dimension rather than finite vector
space, thus departing significantly from standard knowledge graph embedding techniques.
Initially employing polynomial functions to compute embeddings, we progress to
more intricate representations using neural networks with varying layer complexities.
We argue that employing functions for embedding computation enhances expressiveness
and allows for more degrees of freedom, enabling operations such as composition,
derivatives and primitive of entities representation. Additionally, we meticulously
outline the step-by-step construction of our approach and provide code for reproducibility,
thereby facilitating further exploration and application in the field.
author:
- first_name: Louis Mozart
full_name: Kamdem Teyou, Louis Mozart
id: '101165'
last_name: Kamdem Teyou
- 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: 'Kamdem Teyou LM, Demir C, Ngonga Ngomo A-C. Embedding Knowledge Graphs in
Function Spaces. In: Proceedings of the 33rd ACM International Conference on
Information and Knowledge Management. ACM; 2024. doi:10.1145/3627673.3679819'
apa: Kamdem Teyou, L. M., Demir, C., & Ngonga Ngomo, A.-C. (2024). Embedding
Knowledge Graphs in Function Spaces. Proceedings of the 33rd ACM International
Conference on Information and Knowledge Management. 33rd ACM International
Conference on Information and Knowledge Management, Boise. https://doi.org/10.1145/3627673.3679819
bibtex: '@inproceedings{Kamdem Teyou_Demir_Ngonga Ngomo_2024, place={Boise}, title={Embedding
Knowledge Graphs in Function Spaces}, DOI={10.1145/3627673.3679819},
booktitle={Proceedings of the 33rd ACM International Conference on Information
and Knowledge Management}, publisher={ACM}, author={Kamdem Teyou, Louis Mozart
and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2024} }'
chicago: 'Kamdem Teyou, Louis Mozart, Caglar Demir, and Axel-Cyrille Ngonga Ngomo.
“Embedding Knowledge Graphs in Function Spaces.” In Proceedings of the 33rd
ACM International Conference on Information and Knowledge Management. Boise:
ACM, 2024. https://doi.org/10.1145/3627673.3679819.'
ieee: 'L. M. Kamdem Teyou, C. Demir, and A.-C. Ngonga Ngomo, “Embedding Knowledge
Graphs in Function Spaces,” presented at the 33rd ACM International Conference
on Information and Knowledge Management, Boise, 2024, doi: 10.1145/3627673.3679819.'
mla: Kamdem Teyou, Louis Mozart, et al. “Embedding Knowledge Graphs in Function
Spaces.” Proceedings of the 33rd ACM International Conference on Information
and Knowledge Management, ACM, 2024, doi:10.1145/3627673.3679819.
short: 'L.M. Kamdem Teyou, C. Demir, A.-C. Ngonga Ngomo, in: Proceedings of the
33rd ACM International Conference on Information and Knowledge Management, ACM,
Boise, 2024.'
conference:
end_date: 2024-10-25
location: Boise
name: 33rd ACM International Conference on Information and Knowledge Management
start_date: 2024-10-21
date_created: 2025-11-28T14:42:32Z
date_updated: 2026-05-29T14:32:04Z
department:
- _id: '34'
- _id: '574'
doi: 10.1145/3627673.3679819
language:
- iso: eng
place: Boise
publication: Proceedings of the 33rd ACM International Conference on Information and
Knowledge Management
publication_status: published
publisher: ACM
status: public
title: Embedding Knowledge Graphs in Function Spaces
type: conference
user_id: '101165'
year: '2024'
...
---
_id: '66834'
author:
- first_name: Stefan
full_name: Schott, Stefan
id: '54847'
last_name: Schott
orcid: 0000-0002-0644-3297
- first_name: Wolfram
full_name: Fischer, Wolfram
last_name: Fischer
- first_name: Serena Elisa
full_name: Ponta, Serena Elisa
last_name: Ponta
- first_name: Jonas
full_name: Klauke, Jonas
id: '40915'
last_name: Klauke
orcid: 0000-0001-9160-9636
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Schott S, Fischer W, Ponta SE, Klauke J, Bodden E. Compilation of Commit Changes
Within Java Source Code Repositories. In: 2024 IEEE International Conference
on Software Maintenance and Evolution (ICSME). IEEE; 2024. doi:10.1109/icsme58944.2024.00038'
apa: Schott, S., Fischer, W., Ponta, S. E., Klauke, J., & Bodden, E. (2024).
Compilation of Commit Changes Within Java Source Code Repositories. 2024 IEEE
International Conference on Software Maintenance and Evolution (ICSME). https://doi.org/10.1109/icsme58944.2024.00038
bibtex: '@inproceedings{Schott_Fischer_Ponta_Klauke_Bodden_2024, title={Compilation
of Commit Changes Within Java Source Code Repositories}, DOI={10.1109/icsme58944.2024.00038},
booktitle={2024 IEEE International Conference on Software Maintenance and Evolution
(ICSME)}, publisher={IEEE}, author={Schott, Stefan and Fischer, Wolfram and Ponta,
Serena Elisa and Klauke, Jonas and Bodden, Eric}, year={2024} }'
chicago: Schott, Stefan, Wolfram Fischer, Serena Elisa Ponta, Jonas Klauke, and
Eric Bodden. “Compilation of Commit Changes Within Java Source Code Repositories.”
In 2024 IEEE International Conference on Software Maintenance and Evolution
(ICSME). IEEE, 2024. https://doi.org/10.1109/icsme58944.2024.00038.
ieee: 'S. Schott, W. Fischer, S. E. Ponta, J. Klauke, and E. Bodden, “Compilation
of Commit Changes Within Java Source Code Repositories,” 2024, doi: 10.1109/icsme58944.2024.00038.'
mla: Schott, Stefan, et al. “Compilation of Commit Changes Within Java Source Code
Repositories.” 2024 IEEE International Conference on Software Maintenance and
Evolution (ICSME), IEEE, 2024, doi:10.1109/icsme58944.2024.00038.
short: 'S. Schott, W. Fischer, S.E. Ponta, J. Klauke, E. Bodden, in: 2024 IEEE International
Conference on Software Maintenance and Evolution (ICSME), IEEE, 2024.'
date_created: 2026-08-24T12:02:51Z
date_updated: 2026-08-24T12:03:25Z
department:
- _id: '76'
doi: 10.1109/icsme58944.2024.00038
language:
- iso: eng
publication: 2024 IEEE International Conference on Software Maintenance and Evolution
(ICSME)
publication_status: published
publisher: IEEE
status: public
title: Compilation of Commit Changes Within Java Source Code Repositories
type: conference
user_id: '15249'
year: '2024'
...
---
_id: '57816'
abstract:
- lang: eng
text: "TLS-Attacker is an open-source framework for analyzing Transport\r\nLayer
Security (TLS) implementations. The framework allows users\r\nto specify custom
protocol flows and provides modification hooks to\r\nmanipulate message contents.
Since its initial publication in 2016 by\r\nJuraj Somorovsky, TLS-Attacker has
been used in numerous studies\r\npublished at well-established conferences and
helped to identify\r\nvulnerabilities in well-known open-source TLS libraries.
To enable\r\nautomated analyses, TLS-Attacker has grown into a suite of projects,\r\neach
designed as a building block that can be applied to facilitate\r\nvarious analysis
methodologies. The framework still undergoes\r\ncontinuous improvements with feature
extensions, such as DTLS\r\n1.3 or the addition of new dialects such as QUIC,
to continue its\r\neffectiveness and relevancy as a security analysis framework."
author:
- first_name: Fabian
full_name: Bäumer, Fabian
last_name: Bäumer
- first_name: Marcus
full_name: Brinkmann, Marcus
last_name: Brinkmann
- first_name: Nurullah
full_name: Erinola, Nurullah
last_name: Erinola
- first_name: Sven Niclas
full_name: Hebrok, Sven Niclas
id: '55616'
last_name: Hebrok
orcid: 0009-0006-1172-1665
- first_name: Nico
full_name: Heitmann, Nico
id: '74619'
last_name: Heitmann
orcid: 0009-0003-7687-7044
- first_name: Felix
full_name: Lange, Felix
id: '67893'
last_name: Lange
- first_name: Marcel
full_name: Maehren, Marcel
last_name: Maehren
- first_name: Robert
full_name: Merget, Robert
last_name: Merget
- first_name: Niklas
full_name: Niere, Niklas
id: '63563'
last_name: Niere
- first_name: Maximilian Manfred
full_name: Radoy, Maximilian Manfred
id: '68826'
last_name: Radoy
orcid: 0009-0005-3059-6823
- first_name: Conrad
full_name: Schmidt, Conrad
last_name: Schmidt
- first_name: Jörg
full_name: Schwenk, Jörg
last_name: Schwenk
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
citation:
ama: 'Bäumer F, Brinkmann M, Erinola N, et al. TLS-Attacker: A Dynamic Framework
for Analyzing TLS Implementations. In: Proceedings of Cybersecurity Artifacts
Competition and Impact Award (ACSAC ’24). ; 2024.'
apa: 'Bäumer, F., Brinkmann, M., Erinola, N., Hebrok, S. N., Heitmann, N., Lange,
F., Maehren, M., Merget, R., Niere, N., Radoy, M. M., Schmidt, C., Schwenk, J.,
& Somorovsky, J. (2024). TLS-Attacker: A Dynamic Framework for Analyzing TLS
Implementations. Proceedings of Cybersecurity Artifacts Competition and Impact
Award (ACSAC ’24). Annual Computer Security Applications Conference, Hawaii.'
bibtex: '@inproceedings{Bäumer_Brinkmann_Erinola_Hebrok_Heitmann_Lange_Maehren_Merget_Niere_Radoy_et
al._2024, title={TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations},
booktitle={Proceedings of Cybersecurity Artifacts Competition and Impact Award
(ACSAC ’24)}, author={Bäumer, Fabian and Brinkmann, Marcus and Erinola, Nurullah
and Hebrok, Sven Niclas and Heitmann, Nico and Lange, Felix and Maehren, Marcel
and Merget, Robert and Niere, Niklas and Radoy, Maximilian Manfred and et al.},
year={2024} }'
chicago: 'Bäumer, Fabian, Marcus Brinkmann, Nurullah Erinola, Sven Niclas Hebrok,
Nico Heitmann, Felix Lange, Marcel Maehren, et al. “TLS-Attacker: A Dynamic Framework
for Analyzing TLS Implementations.” In Proceedings of Cybersecurity Artifacts
Competition and Impact Award (ACSAC ’24), 2024.'
ieee: 'F. Bäumer et al., “TLS-Attacker: A Dynamic Framework for Analyzing
TLS Implementations,” presented at the Annual Computer Security Applications Conference,
Hawaii, 2024.'
mla: 'Bäumer, Fabian, et al. “TLS-Attacker: A Dynamic Framework for Analyzing TLS
Implementations.” Proceedings of Cybersecurity Artifacts Competition and Impact
Award (ACSAC ’24), 2024.'
short: 'F. Bäumer, M. Brinkmann, N. Erinola, S.N. Hebrok, N. Heitmann, F. Lange,
M. Maehren, R. Merget, N. Niere, M.M. Radoy, C. Schmidt, J. Schwenk, J. Somorovsky,
in: Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC
’24), 2024.'
conference:
end_date: 2024-12-13
location: Hawaii
name: Annual Computer Security Applications Conference
start_date: 2024-12-09
date_created: 2024-12-17T11:25:14Z
date_updated: 2026-08-17T07:42:41Z
ddc:
- '006'
department:
- _id: '632'
file:
- access_level: local
content_type: application/pdf
creator: nniklas
date_created: 2026-08-17T07:42:08Z
date_updated: 2026-08-17T07:42:08Z
file_id: '66728'
file_name: comp-acsac24-final11.pdf
file_size: 530865
relation: main_file
file_date_updated: 2026-08-17T07:42:08Z
has_accepted_license: '1'
keyword:
- SSL
- TLS
- DTLS
- Protocol State Fuzzing
- Planning Based
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.acsac.org/2024/program/artifacts_competition/comp-acsac24-final11.pdf
oa: '1'
publication: Proceedings of Cybersecurity Artifacts Competition and Impact Award (ACSAC
’24)
quality_controlled: '1'
status: public
title: 'TLS-Attacker: A Dynamic Framework for Analyzing TLS Implementations'
type: conference
user_id: '63563'
year: '2024'
...
---
_id: '55137'
abstract:
- lang: eng
text: Many countries limit their residents' access to various websites. As a substantial
number of these websites do not support TLS encryption, censorship of unencrypted
HTTP requests remains prevalent. Accordingly, circumvention techniques can and
have been found for the HTTP protocol. In this paper, we infer novel circumvention
techniques on the HTTP layer from a web security vulnerability by utilizing HTTP
request smuggling (HRS). To demonstrate the viability of our techniques, we collected
various test vectors from previous work about HRS and evaluated them on popular
web servers and censors in China, Russia, and Iran. Our findings show that HRS
can be successfully employed as a censorship circumvention technique against multiple
censors and web servers. We also discover a standard-compliant circumvention technique
in Russia, unusually inconsistent censorship in China, and an implementation bug
in Iran. The results of this work imply that censorship circumvention techniques
can successfully be constructed from existing vulnerabilities. We conjecture that
this implication provides insights to the censorship circumvention community beyond
the viability of specific techniques presented in this work.
author:
- first_name: Philipp
full_name: Müller, Philipp
last_name: Müller
- first_name: Niklas
full_name: Niere, Niklas
id: '63563'
last_name: Niere
- first_name: Felix
full_name: Lange, Felix
id: '67893'
last_name: Lange
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
citation:
ama: 'Müller P, Niere N, Lange F, Somorovsky J. Turning Attacks into Advantages:
Evading HTTP Censorship with HTTP Request Smuggling. In: Proceedings on Privacy
Enhancing Technologies. ; 2024.'
apa: 'Müller, P., Niere, N., Lange, F., & Somorovsky, J. (2024). Turning Attacks
into Advantages: Evading HTTP Censorship with HTTP Request Smuggling. Proceedings
on Privacy Enhancing Technologies. Free and Open Communications on the Internet
2024 , Bristol.'
bibtex: '@inproceedings{Müller_Niere_Lange_Somorovsky_2024, place={Bristol}, title={Turning
Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling},
booktitle={Proceedings on Privacy Enhancing Technologies}, author={Müller, Philipp
and Niere, Niklas and Lange, Felix and Somorovsky, Juraj}, year={2024} }'
chicago: 'Müller, Philipp, Niklas Niere, Felix Lange, and Juraj Somorovsky. “Turning
Attacks into Advantages: Evading HTTP Censorship with HTTP Request Smuggling.”
In Proceedings on Privacy Enhancing Technologies. Bristol, 2024.'
ieee: 'P. Müller, N. Niere, F. Lange, and J. Somorovsky, “Turning Attacks into Advantages:
Evading HTTP Censorship with HTTP Request Smuggling,” presented at the Free and
Open Communications on the Internet 2024 , Bristol, 2024.'
mla: 'Müller, Philipp, et al. “Turning Attacks into Advantages: Evading HTTP Censorship
with HTTP Request Smuggling.” Proceedings on Privacy Enhancing Technologies,
2024.'
short: 'P. Müller, N. Niere, F. Lange, J. Somorovsky, in: Proceedings on Privacy
Enhancing Technologies, Bristol, 2024.'
conference:
end_date: 2024-07-15
location: Bristol
name: 'Free and Open Communications on the Internet 2024 '
start_date: 2024-07-15
date_created: 2024-07-09T07:49:37Z
date_updated: 2026-08-17T07:40:56Z
ddc:
- '006'
department:
- _id: '632'
file:
- access_level: local
content_type: application/pdf
creator: flange
date_created: 2024-07-09T07:42:54Z
date_updated: 2026-08-17T07:40:56Z
file_id: '55139'
file_name: Turning Attacks into Advantages_ Evading HTTP Censorship with HTTP Request
Smuggling - foci-2024-0012.pdf
file_size: 189676
relation: main_file
file_date_updated: 2026-08-17T07:40:56Z
has_accepted_license: '1'
keyword:
- censorship
- censorship circumvention
- http
- http request smuggling
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.petsymposium.org/foci/2024/foci-2024-0012.pdf
oa: '1'
place: Bristol
publication: Proceedings on Privacy Enhancing Technologies
publication_status: published
quality_controlled: '1'
status: public
title: 'Turning Attacks into Advantages: Evading HTTP Censorship with HTTP Request
Smuggling'
type: conference
user_id: '63563'
year: '2024'
...
---
_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: '47547'
citation:
ama: Kalenborn A, Fazal-Baqaie M, Linssen O, et al., eds. Projektmanagement Und
Vorgehensmodelle 2023 - Nachhaltige IT-Projekte. Vol Vol. P340. Gesellschaft
für Informatik e.V; 2023.
apa: 'Kalenborn, A., Fazal-Baqaie, M., Linssen, O., Volland, A., Yigitbas, E., Engstler,
M., & Bertram, M. (Eds.). (2023). Projektmanagement Und Vorgehensmodelle
2023 - Nachhaltige IT-Projekte: Vol. Vol. P340. Gesellschaft für Informatik
e.V.'
bibtex: '@book{Kalenborn_Fazal-Baqaie_Linssen_Volland_Yigitbas_Engstler_Bertram_2023,
series={LNI}, title={Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige
IT-Projekte}, volume={Vol. P340}, publisher={Gesellschaft für Informatik e.V},
year={2023}, collection={LNI} }'
chicago: Kalenborn, Axel, Masud Fazal-Baqaie, Oliver Linssen, Alexander Volland,
Enes Yigitbas, Martin Engstler, and Martin Bertram, eds. Projektmanagement
Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte. Vol. Vol. P340. LNI.
Gesellschaft für Informatik e.V, 2023.
ieee: A. Kalenborn et al., Eds., Projektmanagement Und Vorgehensmodelle
2023 - Nachhaltige IT-Projekte, vol. Vol. P340. Gesellschaft für Informatik
e.V, 2023.
mla: Kalenborn, Axel, et al., editors. Projektmanagement Und Vorgehensmodelle
2023 - Nachhaltige IT-Projekte. Gesellschaft für Informatik e.V, 2023.
short: A. Kalenborn, M. Fazal-Baqaie, O. Linssen, A. Volland, E. Yigitbas, M. Engstler,
M. Bertram, eds., Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte,
Gesellschaft für Informatik e.V, 2023.
date_created: 2023-10-04T08:50:38Z
date_updated: 2023-10-04T08:50:47Z
department:
- _id: '66'
- _id: '534'
editor:
- first_name: Axel
full_name: Kalenborn, Axel
last_name: Kalenborn
- first_name: Masud
full_name: Fazal-Baqaie, Masud
last_name: Fazal-Baqaie
- first_name: Oliver
full_name: Linssen, Oliver
last_name: Linssen
- first_name: Alexander
full_name: Volland, Alexander
last_name: Volland
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Martin
full_name: Engstler, Martin
last_name: Engstler
- first_name: Martin
full_name: Bertram, Martin
last_name: Bertram
language:
- iso: eng
publisher: Gesellschaft für Informatik e.V
series_title: LNI
status: public
title: Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte
type: book_editor
user_id: '8447'
volume: Vol. P340
year: '2023'
...
---
_id: '47800'
abstract:
- lang: eng
text: The introduction of Systems Engineering is an approach for dealing
with the increasing complexity of products and their associated product development.
Several introduction strategies are available in the literature; nevertheless,
the introduction of Systems Engineering into practice still poses a great challenge
to companies. Many companies have already gained experience in the introduction
of Systems Engineering. Therefore, as part of the SE4OWL research project, the
need to conduct a study including expert interviews and to collect the experiences
of experts was identified. A total of 78 hypotheses were identified from 13 expert
interviews concerning the lessons learned. Using exclusion criteria, 52 hypotheses
were validated in a subsequent quantitative survey with 112 participants. Of these
52 hypotheses, 40 could be confirmed based on the survey results. Only four hypotheses
were rejected, and eight could neither be confirmed nor rejected. Through this
research, guidance is provided to companies to leverage best practices for the
introduction of their own Systems Engineering and to avoid the poor practices
of other companies.
article_number: '119'
author:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Robin
full_name: Grothe, Robin
last_name: Grothe
- first_name: Lukas
full_name: Bretz, Lukas
last_name: Bretz
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Wilke D, Grothe R, Bretz L, Anacker H, Dumitrescu R. Lessons Learned from the
Introduction of Systems Engineering. Systems. 2023;11(3). doi:10.3390/systems11030119
apa: Wilke, D., Grothe, R., Bretz, L., Anacker, H., & Dumitrescu, R. (2023).
Lessons Learned from the Introduction of Systems Engineering. Systems,
11(3), Article 119. https://doi.org/10.3390/systems11030119
bibtex: '@article{Wilke_Grothe_Bretz_Anacker_Dumitrescu_2023, title={Lessons Learned
from the Introduction of Systems Engineering}, volume={11}, DOI={10.3390/systems11030119},
number={3119}, journal={Systems}, publisher={MDPI AG}, author={Wilke, Daria and
Grothe, Robin and Bretz, Lukas and Anacker, Harald and Dumitrescu, Roman}, year={2023}
}'
chicago: Wilke, Daria, Robin Grothe, Lukas Bretz, Harald Anacker, and Roman Dumitrescu.
“Lessons Learned from the Introduction of Systems Engineering.” Systems
11, no. 3 (2023). https://doi.org/10.3390/systems11030119.
ieee: 'D. Wilke, R. Grothe, L. Bretz, H. Anacker, and R. Dumitrescu, “Lessons Learned
from the Introduction of Systems Engineering,” Systems, vol. 11, no. 3,
Art. no. 119, 2023, doi: 10.3390/systems11030119.'
mla: Wilke, Daria, et al. “Lessons Learned from the Introduction of Systems Engineering.”
Systems, vol. 11, no. 3, 119, MDPI AG, 2023, doi:10.3390/systems11030119.
short: D. Wilke, R. Grothe, L. Bretz, H. Anacker, R. Dumitrescu, Systems 11 (2023).
date_created: 2023-10-06T07:38:11Z
date_updated: 2023-10-06T07:38:40Z
department:
- _id: '563'
doi: 10.3390/systems11030119
intvolume: ' 11'
issue: '3'
keyword:
- Information Systems and Management
- Computer Networks and Communications
- Modeling and Simulation
- Control and Systems Engineering
- Software
language:
- iso: eng
publication: Systems
publication_identifier:
issn:
- 2079-8954
publication_status: published
publisher: MDPI AG
status: public
title: Lessons Learned from the Introduction of Systems Engineering
type: journal_article
user_id: '15782'
volume: 11
year: '2023'
...
---
_id: '47798'
abstract:
- lang: eng
text: "Abstract\r\n In diesem Beitrag
wird die soziotechnische Gestaltung einer Intelligenten Personaleinsatzplanung
beim Unternehmen Miele & Cie. KG im Rahmen des Leuchtturmprojekts „InTime“
im Kompetenzzentrum Arbeitswelt.Plus beschrieben. Hierzu werden die Durchführung
und Auswertung einer Interviewreihe sowie das daraus erarbeitete Soll-Konzept
vorgestellt."
author:
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Dominik
full_name: Bentler, Dominik
last_name: Bentler
- first_name: Michael
full_name: Bansmann, Michael
last_name: Bansmann
- first_name: Benedikt
full_name: Andrew Latos, Benedikt
last_name: Andrew Latos
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Gabriel S, Bentler D, Bansmann M, Andrew Latos B, Kühn A, Dumitrescu R. Soziotechnische
Gestaltung einer intelligenten Personaleinsatzplanung. Zeitschrift für wirtschaftlichen
Fabrikbetrieb. 2023;118(1-2):64-68. doi:10.1515/zwf-2023-1009
apa: Gabriel, S., Bentler, D., Bansmann, M., Andrew Latos, B., Kühn, A., & Dumitrescu,
R. (2023). Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung.
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb, 118(1–2), 64–68.
https://doi.org/10.1515/zwf-2023-1009
bibtex: '@article{Gabriel_Bentler_Bansmann_Andrew Latos_Kühn_Dumitrescu_2023, title={Soziotechnische
Gestaltung einer intelligenten Personaleinsatzplanung}, volume={118}, DOI={10.1515/zwf-2023-1009}, number={1–2},
journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter de
Gruyter GmbH}, author={Gabriel, Stefan and Bentler, Dominik and Bansmann, Michael
and Andrew Latos, Benedikt and Kühn, Arno and Dumitrescu, Roman}, year={2023},
pages={64–68} }'
chicago: 'Gabriel, Stefan, Dominik Bentler, Michael Bansmann, Benedikt Andrew Latos,
Arno Kühn, and Roman Dumitrescu. “Soziotechnische Gestaltung Einer Intelligenten
Personaleinsatzplanung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb
118, no. 1–2 (2023): 64–68. https://doi.org/10.1515/zwf-2023-1009.'
ieee: 'S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, and R. Dumitrescu,
“Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung,” Zeitschrift
für wirtschaftlichen Fabrikbetrieb, vol. 118, no. 1–2, pp. 64–68, 2023, doi:
10.1515/zwf-2023-1009.'
mla: Gabriel, Stefan, et al. “Soziotechnische Gestaltung Einer Intelligenten Personaleinsatzplanung.”
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb, vol. 118, no. 1–2, Walter
de Gruyter GmbH, 2023, pp. 64–68, doi:10.1515/zwf-2023-1009.
short: S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, R. Dumitrescu,
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 118 (2023) 64–68.
date_created: 2023-10-06T07:28:04Z
date_updated: 2023-10-06T07:38:58Z
department:
- _id: '563'
doi: 10.1515/zwf-2023-1009
intvolume: ' 118'
issue: 1-2
keyword:
- Management Science and Operations Research
- Strategy and Management
- General Engineering
language:
- iso: eng
page: 64-68
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
issn:
- 2511-0896
- 0947-0085
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung
type: journal_article
user_id: '15782'
volume: 118
year: '2023'
...
---
_id: '47797'
author:
- first_name: Jörn Steffen
full_name: Menzefricke, Jörn Steffen
id: '29799'
last_name: Menzefricke
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Thomas
full_name: Gundlach, Thomas
last_name: Gundlach
- first_name: Daniela
full_name: Hobscheidt, Daniela
last_name: Hobscheidt
- first_name: Christian
full_name: Kürpick, Christian
last_name: Kürpick
- first_name: Felix
full_name: Schnasse, Felix
last_name: Schnasse
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Heiko
full_name: Seif, Heiko
last_name: Seif
- 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: 'Menzefricke JS, Gabriel S, Gundlach T, et al. Soziotechnisches Risikomanagement
als Erfolgsfaktor für die Digitale Transformation. In: Schwerpunkt Business
Model Innovation. Springer Fachmedien Wiesbaden; 2023. doi:10.1007/978-3-658-36634-6_14'
apa: Menzefricke, J. S., Gabriel, S., Gundlach, T., Hobscheidt, D., Kürpick, C.,
Schnasse, F., Scholtysik, M., Seif, H., Koldewey, C., & Dumitrescu, R. (2023).
Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation.
In Schwerpunkt Business Model Innovation. Springer Fachmedien Wiesbaden.
https://doi.org/10.1007/978-3-658-36634-6_14
bibtex: '@inbook{Menzefricke_Gabriel_Gundlach_Hobscheidt_Kürpick_Schnasse_Scholtysik_Seif_Koldewey_Dumitrescu_2023,
place={Wiesbaden}, title={Soziotechnisches Risikomanagement als Erfolgsfaktor
für die Digitale Transformation}, DOI={10.1007/978-3-658-36634-6_14},
booktitle={Schwerpunkt Business Model Innovation}, publisher={Springer Fachmedien
Wiesbaden}, author={Menzefricke, Jörn Steffen and Gabriel, Stefan and Gundlach,
Thomas and Hobscheidt, Daniela and Kürpick, Christian and Schnasse, Felix and
Scholtysik, Michel and Seif, Heiko and Koldewey, Christian and Dumitrescu, Roman},
year={2023} }'
chicago: 'Menzefricke, Jörn Steffen, Stefan Gabriel, Thomas Gundlach, Daniela Hobscheidt,
Christian Kürpick, Felix Schnasse, Michel Scholtysik, Heiko Seif, Christian Koldewey,
and Roman Dumitrescu. “Soziotechnisches Risikomanagement Als Erfolgsfaktor Für
Die Digitale Transformation.” In Schwerpunkt Business Model Innovation.
Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-36634-6_14.'
ieee: 'J. S. Menzefricke et al., “Soziotechnisches Risikomanagement als Erfolgsfaktor
für die Digitale Transformation,” in Schwerpunkt Business Model Innovation,
Wiesbaden: Springer Fachmedien Wiesbaden, 2023.'
mla: Menzefricke, Jörn Steffen, et al. “Soziotechnisches Risikomanagement Als Erfolgsfaktor
Für Die Digitale Transformation.” Schwerpunkt Business Model Innovation,
Springer Fachmedien Wiesbaden, 2023, doi:10.1007/978-3-658-36634-6_14.
short: 'J.S. Menzefricke, S. Gabriel, T. Gundlach, D. Hobscheidt, C. Kürpick, F.
Schnasse, M. Scholtysik, H. Seif, C. Koldewey, R. Dumitrescu, in: Schwerpunkt
Business Model Innovation, Springer Fachmedien Wiesbaden, Wiesbaden, 2023.'
date_created: 2023-10-06T07:27:01Z
date_updated: 2023-10-06T07:39:32Z
department:
- _id: '563'
doi: 10.1007/978-3-658-36634-6_14
language:
- iso: eng
place: Wiesbaden
publication: Schwerpunkt Business Model Innovation
publication_identifier:
isbn:
- '9783658366339'
- '9783658366346'
issn:
- 2569-2348
- 2569-4944
publication_status: published
publisher: Springer Fachmedien Wiesbaden
status: public
title: Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation
type: book_chapter
user_id: '15782'
year: '2023'
...
---
_id: '47799'
author:
- first_name: Dominik
full_name: Bentler, Dominik
last_name: Bentler
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Benedikt A.
full_name: Latos, Benedikt A.
last_name: Latos
- first_name: 'Oliver '
full_name: 'Dietrich, Oliver '
last_name: Dietrich
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Günter W.
full_name: Maier, Günter W.
last_name: Maier
citation:
ama: 'Bentler D, Gabriel S, Latos BA, Dietrich O, Dumitrescu R, Maier GW. Partizipatives
Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden
Unternehmen. In: GfA-Frühjahrskongress 2023. GfA, Sankt Augustin; 2023.'
apa: Bentler, D., Gabriel, S., Latos, B. A., Dietrich, O., Dumitrescu, R., &
Maier, G. W. (2023). Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher
Intelligenz in produzierenden Unternehmen. GfA-Frühjahrskongress 2023.
bibtex: '@inproceedings{Bentler_Gabriel_Latos_Dietrich_Dumitrescu_Maier_2023, title={Partizipatives
Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden
Unternehmen}, booktitle={GfA-Frühjahrskongress 2023}, publisher={GfA, Sankt Augustin},
author={Bentler, Dominik and Gabriel, Stefan and Latos, Benedikt A. and Dietrich,
Oliver and Dumitrescu, Roman and Maier, Günter W.}, year={2023} }'
chicago: Bentler, Dominik, Stefan Gabriel, Benedikt A. Latos, Oliver Dietrich,
Roman Dumitrescu, and Günter W. Maier. “Partizipatives Gestaltungsvorgehen Bei
Der Einführung Künstlicher Intelligenz in Produzierenden Unternehmen.” In GfA-Frühjahrskongress
2023. GfA, Sankt Augustin, 2023.
ieee: D. Bentler, S. Gabriel, B. A. Latos, O. Dietrich, R. Dumitrescu, and G. W.
Maier, “Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz
in produzierenden Unternehmen,” 2023.
mla: Bentler, Dominik, et al. “Partizipatives Gestaltungsvorgehen Bei Der Einführung
Künstlicher Intelligenz in Produzierenden Unternehmen.” GfA-Frühjahrskongress
2023, GfA, Sankt Augustin, 2023.
short: 'D. Bentler, S. Gabriel, B.A. Latos, O. Dietrich, R. Dumitrescu, G.W. Maier,
in: GfA-Frühjahrskongress 2023, GfA, Sankt Augustin, 2023.'
date_created: 2023-10-06T07:37:19Z
date_updated: 2023-10-06T07:37:45Z
department:
- _id: '563'
language:
- iso: eng
publication: GfA-Frühjahrskongress 2023
publisher: GfA, Sankt Augustin
status: public
title: Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz
in produzierenden Unternehmen
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '47827'
author:
- first_name: Julian
full_name: Weller, Julian
last_name: Weller
- first_name: Daniel
full_name: Roesmann, Daniel
last_name: Roesmann
- first_name: Sönke
full_name: Eggert, Sönke
last_name: Eggert
- first_name: Sebastian
full_name: von Enzberg, Sebastian
last_name: von Enzberg
- first_name: Iris
full_name: Gräßler, Iris
last_name: Gräßler
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Weller J, Roesmann D, Eggert S, von Enzberg S, Gräßler I, Dumitrescu R. Identification
and prediction of standard times in machining for precision steel tubes through
the usage of data analytics. Procedia CIRP. 2023;119:514-520. doi:10.1016/j.procir.2023.01.011
apa: Weller, J., Roesmann, D., Eggert, S., von Enzberg, S., Gräßler, I., & Dumitrescu,
R. (2023). Identification and prediction of standard times in machining for precision
steel tubes through the usage of data analytics. Procedia CIRP, 119,
514–520. https://doi.org/10.1016/j.procir.2023.01.011
bibtex: '@article{Weller_Roesmann_Eggert_von Enzberg_Gräßler_Dumitrescu_2023, title={Identification
and prediction of standard times in machining for precision steel tubes through
the usage of data analytics}, volume={119}, DOI={10.1016/j.procir.2023.01.011},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Roesmann,
Daniel and Eggert, Sönke and von Enzberg, Sebastian and Gräßler, Iris and Dumitrescu,
Roman}, year={2023}, pages={514–520} }'
chicago: 'Weller, Julian, Daniel Roesmann, Sönke Eggert, Sebastian von Enzberg,
Iris Gräßler, and Roman Dumitrescu. “Identification and Prediction of Standard
Times in Machining for Precision Steel Tubes through the Usage of Data Analytics.”
Procedia CIRP 119 (2023): 514–20. https://doi.org/10.1016/j.procir.2023.01.011.'
ieee: 'J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, and R. Dumitrescu,
“Identification and prediction of standard times in machining for precision steel
tubes through the usage of data analytics,” Procedia CIRP, vol. 119, pp.
514–520, 2023, doi: 10.1016/j.procir.2023.01.011.'
mla: Weller, Julian, et al. “Identification and Prediction of Standard Times in
Machining for Precision Steel Tubes through the Usage of Data Analytics.” Procedia
CIRP, vol. 119, Elsevier BV, 2023, pp. 514–20, doi:10.1016/j.procir.2023.01.011.
short: J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, R. Dumitrescu,
Procedia CIRP 119 (2023) 514–520.
date_created: 2023-10-06T09:48:14Z
date_updated: 2023-10-06T09:48:47Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.01.011
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 514-520
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Identification and prediction of standard times in machining for precision
steel tubes through the usage of data analytics
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47822'
author:
- first_name: Fabian
full_name: Machon, Fabian
last_name: Machon
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Benedikt
full_name: Latos, Benedikt
last_name: Latos
- first_name: Christoph
full_name: Holtkötter, Christoph
last_name: Holtkötter
- first_name: Ben
full_name: Lütkehoff, Ben
last_name: Lütkehoff
- first_name: Laban
full_name: Asmar, Laban
last_name: Asmar
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Machon F, Gabriel S, Latos B, et al. Design of individual simulation games
in manufacturing companies for game-based learning. Procedia CIRP. 2023;119:1017-1022.
doi:10.1016/j.procir.2023.03.145
apa: Machon, F., Gabriel, S., Latos, B., Holtkötter, C., Lütkehoff, B., Asmar, L.,
Kühn, A., & Dumitrescu, R. (2023). Design of individual simulation games in
manufacturing companies for game-based learning. Procedia CIRP, 119,
1017–1022. https://doi.org/10.1016/j.procir.2023.03.145
bibtex: '@article{Machon_Gabriel_Latos_Holtkötter_Lütkehoff_Asmar_Kühn_Dumitrescu_2023,
title={Design of individual simulation games in manufacturing companies for game-based
learning}, volume={119}, DOI={10.1016/j.procir.2023.03.145},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Machon, Fabian and Gabriel,
Stefan and Latos, Benedikt and Holtkötter, Christoph and Lütkehoff, Ben and Asmar,
Laban and Kühn, Arno and Dumitrescu, Roman}, year={2023}, pages={1017–1022} }'
chicago: 'Machon, Fabian, Stefan Gabriel, Benedikt Latos, Christoph Holtkötter,
Ben Lütkehoff, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Design of Individual
Simulation Games in Manufacturing Companies for Game-Based Learning.” Procedia
CIRP 119 (2023): 1017–22. https://doi.org/10.1016/j.procir.2023.03.145.'
ieee: 'F. Machon et al., “Design of individual simulation games in manufacturing
companies for game-based learning,” Procedia CIRP, vol. 119, pp. 1017–1022,
2023, doi: 10.1016/j.procir.2023.03.145.'
mla: Machon, Fabian, et al. “Design of Individual Simulation Games in Manufacturing
Companies for Game-Based Learning.” Procedia CIRP, vol. 119, Elsevier BV,
2023, pp. 1017–22, doi:10.1016/j.procir.2023.03.145.
short: F. Machon, S. Gabriel, B. Latos, C. Holtkötter, B. Lütkehoff, L. Asmar, A.
Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 1017–1022.
date_created: 2023-10-06T09:43:30Z
date_updated: 2023-10-06T09:44:19Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.03.145
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 1017-1022
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Design of individual simulation games in manufacturing companies for game-based
learning
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47824'
author:
- first_name: Jonathan
full_name: Brock, Jonathan
last_name: Brock
- first_name: Sebastian
full_name: von Enzberg, Sebastian
last_name: von Enzberg
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Brock J, von Enzberg S, Kühn A, Dumitrescu R. Process Mining Data Canvas:
A method to identify data and process knowledge for data collection and preparation
in process mining projects. Procedia CIRP. 2023;119:602-607. doi:10.1016/j.procir.2023.03.114'
apa: 'Brock, J., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2023). Process
Mining Data Canvas: A method to identify data and process knowledge for data collection
and preparation in process mining projects. Procedia CIRP, 119,
602–607. https://doi.org/10.1016/j.procir.2023.03.114'
bibtex: '@article{Brock_von Enzberg_Kühn_Dumitrescu_2023, title={Process Mining
Data Canvas: A method to identify data and process knowledge for data collection
and preparation in process mining projects}, volume={119}, DOI={10.1016/j.procir.2023.03.114},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Brock, Jonathan and
von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2023}, pages={602–607}
}'
chicago: 'Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu.
“Process Mining Data Canvas: A Method to Identify Data and Process Knowledge for
Data Collection and Preparation in Process Mining Projects.” Procedia CIRP
119 (2023): 602–7. https://doi.org/10.1016/j.procir.2023.03.114.'
ieee: 'J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Process Mining Data
Canvas: A method to identify data and process knowledge for data collection and
preparation in process mining projects,” Procedia CIRP, vol. 119, pp. 602–607,
2023, doi: 10.1016/j.procir.2023.03.114.'
mla: 'Brock, Jonathan, et al. “Process Mining Data Canvas: A Method to Identify
Data and Process Knowledge for Data Collection and Preparation in Process Mining
Projects.” Procedia CIRP, vol. 119, Elsevier BV, 2023, pp. 602–07, doi:10.1016/j.procir.2023.03.114.'
short: J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023)
602–607.
date_created: 2023-10-06T09:45:27Z
date_updated: 2023-10-06T09:46:11Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.03.114
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 602-607
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Process Mining Data Canvas: A method to identify data and process knowledge
for data collection and preparation in process mining projects'
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47826'
author:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Anja
full_name: Schierbaum, Anja
last_name: Schierbaum
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Wilke D, Schierbaum A, Anacker H, Dumitrescu R. Targeted-oriented selection
of engineering methods. Procedia CIRP. 2023;119:788-793. doi:10.1016/j.procir.2023.02.166
apa: Wilke, D., Schierbaum, A., Anacker, H., & Dumitrescu, R. (2023). Targeted-oriented
selection of engineering methods. Procedia CIRP, 119, 788–793. https://doi.org/10.1016/j.procir.2023.02.166
bibtex: '@article{Wilke_Schierbaum_Anacker_Dumitrescu_2023, title={Targeted-oriented
selection of engineering methods}, volume={119}, DOI={10.1016/j.procir.2023.02.166},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Wilke, Daria and Schierbaum,
Anja and Anacker, Harald and Dumitrescu, Roman}, year={2023}, pages={788–793}
}'
chicago: 'Wilke, Daria, Anja Schierbaum, Harald Anacker, and Roman Dumitrescu. “Targeted-Oriented
Selection of Engineering Methods.” Procedia CIRP 119 (2023): 788–93. https://doi.org/10.1016/j.procir.2023.02.166.'
ieee: 'D. Wilke, A. Schierbaum, H. Anacker, and R. Dumitrescu, “Targeted-oriented
selection of engineering methods,” Procedia CIRP, vol. 119, pp. 788–793,
2023, doi: 10.1016/j.procir.2023.02.166.'
mla: Wilke, Daria, et al. “Targeted-Oriented Selection of Engineering Methods.”
Procedia CIRP, vol. 119, Elsevier BV, 2023, pp. 788–93, doi:10.1016/j.procir.2023.02.166.
short: D. Wilke, A. Schierbaum, H. Anacker, R. Dumitrescu, Procedia CIRP 119 (2023)
788–793.
date_created: 2023-10-06T09:47:07Z
date_updated: 2023-10-06T09:47:31Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.02.166
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 788-793
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Targeted-oriented selection of engineering methods
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47833'
author:
- first_name: Jürgen
full_name: König, Jürgen
last_name: König
citation:
ama: König J. On the Membership and Correctness Problem for State Serializability
and Value Opacity.; 2023.
apa: König, J. (2023). On the Membership and Correctness Problem for State Serializability
and Value Opacity.
bibtex: '@book{König_2023, title={On the Membership and Correctness Problem for
State Serializability and Value Opacity}, author={König, Jürgen}, year={2023}
}'
chicago: König, Jürgen. On the Membership and Correctness Problem for State Serializability
and Value Opacity, 2023.
ieee: J. König, On the Membership and Correctness Problem for State Serializability
and Value Opacity. 2023.
mla: König, Jürgen. On the Membership and Correctness Problem for State Serializability
and Value Opacity. 2023.
short: J. König, On the Membership and Correctness Problem for State Serializability
and Value Opacity, 2023.
date_created: 2023-10-06T12:41:35Z
date_updated: 2023-10-06T12:41:42Z
department:
- _id: '77'
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: '3'
name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '11'
name: 'SFB 901 - B3: SFB 901 - Subproject B3'
status: public
supervisor:
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
title: On the Membership and Correctness Problem for State Serializability and Value
Opacity
type: dissertation
user_id: '15504'
year: '2023'
...
---
_id: '47837'
author:
- first_name: Tim
full_name: Hansmeier, Tim
last_name: Hansmeier
citation:
ama: Hansmeier T. XCS for Self-Awareness in Autonomous Computing Systems.;
2023.
apa: Hansmeier, T. (2023). XCS for Self-awareness in Autonomous Computing Systems.
bibtex: '@book{Hansmeier_2023, title={XCS for Self-awareness in Autonomous Computing
Systems}, author={Hansmeier, Tim}, year={2023} }'
chicago: Hansmeier, Tim. XCS for Self-Awareness in Autonomous Computing Systems,
2023.
ieee: T. Hansmeier, XCS for Self-awareness in Autonomous Computing Systems.
2023.
mla: Hansmeier, Tim. XCS for Self-Awareness in Autonomous Computing Systems.
2023.
short: T. Hansmeier, XCS for Self-Awareness in Autonomous Computing Systems, 2023.
date_created: 2023-10-06T12:45:58Z
date_updated: 2023-10-06T12:46:08Z
department:
- _id: '78'
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: '14'
grant_number: '160364472'
name: 'SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen
(Subproject C2)'
status: public
supervisor:
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
title: XCS for Self-awareness in Autonomous Computing Systems
type: dissertation
user_id: '15504'
year: '2023'
...
---
_id: '32407'
abstract:
- lang: eng
text: "Estimating the ground state energy of a local Hamiltonian is a central\r\nproblem
in quantum chemistry. In order to further investigate its complexity\r\nand the
potential of quantum algorithms for quantum chemistry, Gharibian and Le\r\nGall
(STOC 2022) recently introduced the guided local Hamiltonian problem\r\n(GLH),
which is a variant of the local Hamiltonian problem where an\r\napproximation
of a ground state is given as an additional input. Gharibian and\r\nLe Gall showed
quantum advantage (more precisely, BQP-completeness) for GLH\r\nwith $6$-local
Hamiltonians when the guiding vector has overlap\r\n(inverse-polynomially) close
to 1/2 with a ground state. In this paper, we\r\noptimally improve both the locality
and the overlap parameters: we show that\r\nthis quantum advantage (BQP-completeness)
persists even with 2-local\r\nHamiltonians, and even when the guiding vector has
overlap\r\n(inverse-polynomially) close to 1 with a ground state. Moreover, we
show that\r\nthe quantum advantage also holds for 2-local physically motivated
Hamiltonians\r\non a 2D square lattice. This makes a further step towards establishing\r\npractical
quantum advantage in quantum chemistry."
author:
- first_name: Sevag
full_name: Gharibian, Sevag
id: '71541'
last_name: Gharibian
orcid: 0000-0002-9992-3379
- first_name: Ryu
full_name: Hayakawa, Ryu
last_name: Hayakawa
- first_name: François Le
full_name: Gall, François Le
last_name: Gall
- first_name: Tomoyuki
full_name: Morimae, Tomoyuki
last_name: Morimae
citation:
ama: 'Gharibian S, Hayakawa R, Gall FL, Morimae T. Improved Hardness Results for
the Guided Local Hamiltonian Problem. In: Proceedings of the 50th EATCS International
Colloquium on Automata, Languages and Programming (ICALP). Vol 261. ; 2023:1-19.
doi:10.4230/LIPIcs.ICALP.2023.32'
apa: Gharibian, S., Hayakawa, R., Gall, F. L., & Morimae, T. (2023). Improved
Hardness Results for the Guided Local Hamiltonian Problem. Proceedings of the
50th EATCS International Colloquium on Automata, Languages and Programming (ICALP),
261(32), 1–19. https://doi.org/10.4230/LIPIcs.ICALP.2023.32
bibtex: '@inproceedings{Gharibian_Hayakawa_Gall_Morimae_2023, title={Improved Hardness
Results for the Guided Local Hamiltonian Problem}, volume={261}, DOI={10.4230/LIPIcs.ICALP.2023.32},
number={32}, booktitle={Proceedings of the 50th EATCS International Colloquium
on Automata, Languages and Programming (ICALP)}, author={Gharibian, Sevag and
Hayakawa, Ryu and Gall, François Le and Morimae, Tomoyuki}, year={2023}, pages={1–19}
}'
chicago: Gharibian, Sevag, Ryu Hayakawa, François Le Gall, and Tomoyuki Morimae.
“Improved Hardness Results for the Guided Local Hamiltonian Problem.” In Proceedings
of the 50th EATCS International Colloquium on Automata, Languages and Programming
(ICALP), 261:1–19, 2023. https://doi.org/10.4230/LIPIcs.ICALP.2023.32.
ieee: 'S. Gharibian, R. Hayakawa, F. L. Gall, and T. Morimae, “Improved Hardness
Results for the Guided Local Hamiltonian Problem,” in Proceedings of the 50th
EATCS International Colloquium on Automata, Languages and Programming (ICALP),
2023, vol. 261, no. 32, pp. 1–19, doi: 10.4230/LIPIcs.ICALP.2023.32.'
mla: Gharibian, Sevag, et al. “Improved Hardness Results for the Guided Local Hamiltonian
Problem.” Proceedings of the 50th EATCS International Colloquium on Automata,
Languages and Programming (ICALP), vol. 261, no. 32, 2023, pp. 1–19, doi:10.4230/LIPIcs.ICALP.2023.32.
short: 'S. Gharibian, R. Hayakawa, F.L. Gall, T. Morimae, in: Proceedings of the
50th EATCS International Colloquium on Automata, Languages and Programming (ICALP),
2023, pp. 1–19.'
date_created: 2022-07-22T12:32:40Z
date_updated: 2023-10-09T04:17:10Z
department:
- _id: '623'
- _id: '7'
doi: 10.4230/LIPIcs.ICALP.2023.32
external_id:
arxiv:
- '2207.10250'
intvolume: ' 261'
issue: '32'
language:
- iso: eng
page: 1-19
publication: Proceedings of the 50th EATCS International Colloquium on Automata, Languages
and Programming (ICALP)
publication_status: published
status: public
title: Improved Hardness Results for the Guided Local Hamiltonian Problem
type: conference
user_id: '71541'
volume: 261
year: '2023'
...
---
_id: '48051'
author:
- first_name: Lynn
full_name: Humpert, Lynn
last_name: Humpert
- first_name: Moritz
full_name: Wäschle, Moritz
last_name: Wäschle
- first_name: Sarah
full_name: Horstmeyer, Sarah
last_name: Horstmeyer
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: Humpert L, Wäschle M, Horstmeyer S, Anacker H, Dumitrescu R, Albers A. Stakeholder-oriented
Elaboration of Artificial Intelligence use cases using the example of Special-Purpose
engineering. Procedia CIRP. 2023;119:693-698. doi:10.1016/j.procir.2023.02.160
apa: Humpert, L., Wäschle, M., Horstmeyer, S., Anacker, H., Dumitrescu, R., &
Albers, A. (2023). Stakeholder-oriented Elaboration of Artificial Intelligence
use cases using the example of Special-Purpose engineering. Procedia CIRP,
119, 693–698. https://doi.org/10.1016/j.procir.2023.02.160
bibtex: '@article{Humpert_Wäschle_Horstmeyer_Anacker_Dumitrescu_Albers_2023, title={Stakeholder-oriented
Elaboration of Artificial Intelligence use cases using the example of Special-Purpose
engineering}, volume={119}, DOI={10.1016/j.procir.2023.02.160},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Humpert, Lynn and Wäschle,
Moritz and Horstmeyer, Sarah and Anacker, Harald and Dumitrescu, Roman and Albers,
Albert}, year={2023}, pages={693–698} }'
chicago: 'Humpert, Lynn, Moritz Wäschle, Sarah Horstmeyer, Harald Anacker, Roman
Dumitrescu, and Albert Albers. “Stakeholder-Oriented Elaboration of Artificial
Intelligence Use Cases Using the Example of Special-Purpose Engineering.” Procedia
CIRP 119 (2023): 693–98. https://doi.org/10.1016/j.procir.2023.02.160.'
ieee: 'L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, and A.
Albers, “Stakeholder-oriented Elaboration of Artificial Intelligence use cases
using the example of Special-Purpose engineering,” Procedia CIRP, vol.
119, pp. 693–698, 2023, doi: 10.1016/j.procir.2023.02.160.'
mla: Humpert, Lynn, et al. “Stakeholder-Oriented Elaboration of Artificial Intelligence
Use Cases Using the Example of Special-Purpose Engineering.” Procedia CIRP,
vol. 119, Elsevier BV, 2023, pp. 693–98, doi:10.1016/j.procir.2023.02.160.
short: L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, A. Albers,
Procedia CIRP 119 (2023) 693–698.
date_created: 2023-10-13T08:11:46Z
date_updated: 2023-10-13T08:12:10Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.02.160
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 693-698
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Stakeholder-oriented Elaboration of Artificial Intelligence use cases using
the example of Special-Purpose engineering
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47522'
abstract:
- lang: eng
text: Artificial benchmark functions are commonly used in optimization research
because of their ability to rapidly evaluate potential solutions, making them
a preferred substitute for real-world problems. However, these benchmark functions
have faced criticism for their limited resemblance to real-world problems. In
response, recent research has focused on automatically generating new benchmark
functions for areas where established test suites are inadequate. These approaches
have limitations, such as the difficulty of generating new benchmark functions
that exhibit exploratory landscape analysis (ELA) features beyond those of existing
benchmarks.The objective of this work is to develop a method for generating benchmark
functions for single-objective continuous optimization with user-specified structural
properties. Specifically, we aim to demonstrate a proof of concept for a method
that uses an ELA feature vector to specify these properties in advance. To achieve
this, we begin by generating a random sample of decision space variables and objective
values. We then adjust the objective values using CMA-ES until the corresponding
features of our new problem match the predefined ELA features within a specified
threshold. By iteratively transforming the landscape in this way, we ensure that
the resulting function exhibits the desired properties. To create the final function,
we use the resulting point cloud as training data for a simple neural network
that produces a function exhibiting the target ELA features. We demonstrate the
effectiveness of this approach by replicating the existing functions of the well-known
BBOB suite and creating new functions with ELA feature values that are not present
in BBOB.
author:
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Konstantin
full_name: Dietrich, Konstantin
last_name: Dietrich
- first_name: Lennart
full_name: Schneider, Lennart
last_name: Schneider
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Bernd
full_name: Bischl, Bernd
last_name: Bischl
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Olaf
full_name: Mersmann, Olaf
last_name: Mersmann
citation:
ama: 'Prager RP, Dietrich K, Schneider L, et al. Neural Networks as Black-Box Benchmark
Functions Optimized for Exploratory Landscape Features. In: Proceedings of
the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. FOGA
’23. Association for Computing Machinery; 2023:129–139. doi:10.1145/3594805.3607136'
apa: Prager, R. P., Dietrich, K., Schneider, L., Schäpermeier, L., Bischl, B., Kerschke,
P., Trautmann, H., & Mersmann, O. (2023). Neural Networks as Black-Box Benchmark
Functions Optimized for Exploratory Landscape Features. Proceedings of the
17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 129–139.
https://doi.org/10.1145/3594805.3607136
bibtex: '@inproceedings{Prager_Dietrich_Schneider_Schäpermeier_Bischl_Kerschke_Trautmann_Mersmann_2023,
place={New York, NY, USA}, series={FOGA ’23}, title={Neural Networks as Black-Box
Benchmark Functions Optimized for Exploratory Landscape Features}, DOI={10.1145/3594805.3607136},
booktitle={Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms}, publisher={Association for Computing Machinery}, author={Prager,
Raphael Patrick and Dietrich, Konstantin and Schneider, Lennart and Schäpermeier,
Lennart and Bischl, Bernd and Kerschke, Pascal and Trautmann, Heike and Mersmann,
Olaf}, year={2023}, pages={129–139}, collection={FOGA ’23} }'
chicago: 'Prager, Raphael Patrick, Konstantin Dietrich, Lennart Schneider, Lennart
Schäpermeier, Bernd Bischl, Pascal Kerschke, Heike Trautmann, and Olaf Mersmann.
“Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape
Features.” In Proceedings of the 17th ACM/SIGEVO Conference on Foundations
of Genetic Algorithms, 129–139. FOGA ’23. New York, NY, USA: Association for
Computing Machinery, 2023. https://doi.org/10.1145/3594805.3607136.'
ieee: 'R. P. Prager et al., “Neural Networks as Black-Box Benchmark Functions
Optimized for Exploratory Landscape Features,” in Proceedings of the 17th ACM/SIGEVO
Conference on Foundations of Genetic Algorithms, 2023, pp. 129–139, doi: 10.1145/3594805.3607136.'
mla: Prager, Raphael Patrick, et al. “Neural Networks as Black-Box Benchmark Functions
Optimized for Exploratory Landscape Features.” Proceedings of the 17th ACM/SIGEVO
Conference on Foundations of Genetic Algorithms, Association for Computing
Machinery, 2023, pp. 129–139, doi:10.1145/3594805.3607136.
short: 'R.P. Prager, K. Dietrich, L. Schneider, L. Schäpermeier, B. Bischl, P. Kerschke,
H. Trautmann, O. Mersmann, in: Proceedings of the 17th ACM/SIGEVO Conference on
Foundations of Genetic Algorithms, Association for Computing Machinery, New York,
NY, USA, 2023, pp. 129–139.'
date_created: 2023-09-27T15:43:17Z
date_updated: 2023-10-16T12:33:02Z
department:
- _id: '34'
- _id: '819'
doi: 10.1145/3594805.3607136
keyword:
- Benchmarking
- Instance Generator
- Black-Box Continuous Optimization
- Exploratory Landscape Analysis
- Neural Networks
language:
- iso: eng
page: 129–139
place: New York, NY, USA
publication: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms
publication_identifier:
isbn:
- '9798400702020'
publisher: Association for Computing Machinery
series_title: FOGA ’23
status: public
title: Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory
Landscape Features
type: conference
user_id: '15504'
year: '2023'
...
---
_id: '46297'
abstract:
- lang: eng
text: Exploratory landscape analysis (ELA) in single-objective black-box optimization
relies on a comprehensive and large set of numerical features characterizing problem
instances. Those foster problem understanding and serve as basis for constructing
automated algorithm selection models choosing the best suited algorithm for a
problem at hand based on the aforementioned features computed prior to optimization.
This work specifically points to the sensitivity of a substantial proportion of
these features to absolute objective values, i.e., we observe a lack of shift
and scale invariance. We show that this unfortunately induces bias within automated
algorithm selection models, an overfitting to specific benchmark problem sets
used for training and thereby hinders generalization capabilities to unseen problems.
We tackle these issues by presenting an appropriate objective normalization to
be used prior to ELA feature computation and empirically illustrate the respective
effectiveness focusing on the BBOB benchmark set.
author:
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Prager RP, Trautmann H. Nullifying the Inherent Bias of Non-invariant Exploratory
Landscape Analysis Features. In: Correia J, Smith S, Qaddoura R, eds. Applications
of Evolutionary Computation. Springer Nature Switzerland; 2023:411–425.'
apa: Prager, R. P., & Trautmann, H. (2023). Nullifying the Inherent Bias of
Non-invariant Exploratory Landscape Analysis Features. In J. Correia, S. Smith,
& R. Qaddoura (Eds.), Applications of Evolutionary Computation (pp.
411–425). Springer Nature Switzerland.
bibtex: '@inproceedings{Prager_Trautmann_2023, place={Cham}, title={Nullifying the
Inherent Bias of Non-invariant Exploratory Landscape Analysis Features}, booktitle={Applications
of Evolutionary Computation}, publisher={Springer Nature Switzerland}, author={Prager,
Raphael Patrick and Trautmann, Heike}, editor={Correia, João and Smith, Stephen
and Qaddoura, Raneem}, year={2023}, pages={411–425} }'
chicago: 'Prager, Raphael Patrick, and Heike Trautmann. “Nullifying the Inherent
Bias of Non-Invariant Exploratory Landscape Analysis Features.” In Applications
of Evolutionary Computation, edited by João Correia, Stephen Smith, and Raneem
Qaddoura, 411–425. Cham: Springer Nature Switzerland, 2023.'
ieee: R. P. Prager and H. Trautmann, “Nullifying the Inherent Bias of Non-invariant
Exploratory Landscape Analysis Features,” in Applications of Evolutionary Computation,
2023, pp. 411–425.
mla: Prager, Raphael Patrick, and Heike Trautmann. “Nullifying the Inherent Bias
of Non-Invariant Exploratory Landscape Analysis Features.” Applications of
Evolutionary Computation, edited by João Correia et al., Springer Nature Switzerland,
2023, pp. 411–425.
short: 'R.P. Prager, H. Trautmann, in: J. Correia, S. Smith, R. Qaddoura (Eds.),
Applications of Evolutionary Computation, Springer Nature Switzerland, Cham, 2023,
pp. 411–425.'
date_created: 2023-08-04T06:54:22Z
date_updated: 2023-10-16T12:36:45Z
department:
- _id: '819'
- _id: '34'
editor:
- first_name: João
full_name: Correia, João
last_name: Correia
- first_name: Stephen
full_name: Smith, Stephen
last_name: Smith
- first_name: Raneem
full_name: Qaddoura, Raneem
last_name: Qaddoura
language:
- iso: eng
page: 411–425
place: Cham
publication: Applications of Evolutionary Computation
publication_identifier:
isbn:
- 978-3-031-30229-9
publisher: Springer Nature Switzerland
status: public
title: Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis
Features
type: conference
user_id: '15504'
year: '2023'
...