---
_id: '62738'
abstract:
- lang: eng
text: 'Vulnerability disclosures are necessary to improve the security of our digital
ecosystem. However, they can also be challenging for researchers: it may be hard
to find out who the affected parties even are, or how to contact them. Researchers
may be ignored or face adversity when disclosing vulnerabilities. We investigate
researchers'' experiences with vulnerability disclosures, extract best practices,
and make recommendations for researchers, institutions that employ them, industry,
and regulators to enable effective vulnerability disclosures.'
author:
- first_name: Harshini
full_name: Sri Ramulu, Harshini
id: '99000'
last_name: Sri Ramulu
orcid: 0000-0002-0000-5843
- first_name: Anna Lena
full_name: Rotthaler, Anna Lena
id: '97843'
last_name: Rotthaler
- first_name: Jost
full_name: Rossel, Jost
id: '58331'
last_name: Rossel
orcid: 0000-0002-3182-4059
- first_name: Rachel
full_name: Gonzalez Rodriguez, Rachel
last_name: Gonzalez Rodriguez
- first_name: Dominik
full_name: Wermke, Dominik
last_name: Wermke
- first_name: Sascha
full_name: Fahl, Sascha
last_name: Fahl
- first_name: Tadayoshi
full_name: Kohno, Tadayoshi
last_name: Kohno
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
- first_name: Yasemin
full_name: Acar, Yasemin
id: '94636'
last_name: Acar
citation:
ama: 'Sri Ramulu H, Rotthaler AL, Rossel J, et al. Poster: Computer Security Researchers’
Experiences with Vulnerability Disclosures. In: Proceedings of the 2025 ACM
SIGSAC Conference on Computer and Communications Security. ACM; 2025. doi:10.1145/3719027.3760723'
apa: 'Sri Ramulu, H., Rotthaler, A. L., Rossel, J., Gonzalez Rodriguez, R., Wermke,
D., Fahl, S., Kohno, T., Somorovsky, J., & Acar, Y. (2025). Poster: Computer
Security Researchers’ Experiences with Vulnerability Disclosures. Proceedings
of the 2025 ACM SIGSAC Conference on Computer and Communications Security.
https://doi.org/10.1145/3719027.3760723'
bibtex: '@inproceedings{Sri Ramulu_Rotthaler_Rossel_Gonzalez Rodriguez_Wermke_Fahl_Kohno_Somorovsky_Acar_2025,
title={Poster: Computer Security Researchers’ Experiences with Vulnerability Disclosures},
DOI={10.1145/3719027.3760723},
booktitle={Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications
Security}, publisher={ACM}, author={Sri Ramulu, Harshini and Rotthaler, Anna Lena
and Rossel, Jost and Gonzalez Rodriguez, Rachel and Wermke, Dominik and Fahl,
Sascha and Kohno, Tadayoshi and Somorovsky, Juraj and Acar, Yasemin}, year={2025}
}'
chicago: 'Sri Ramulu, Harshini, Anna Lena Rotthaler, Jost Rossel, Rachel Gonzalez
Rodriguez, Dominik Wermke, Sascha Fahl, Tadayoshi Kohno, Juraj Somorovsky, and
Yasemin Acar. “Poster: Computer Security Researchers’ Experiences with Vulnerability
Disclosures.” In Proceedings of the 2025 ACM SIGSAC Conference on Computer
and Communications Security. ACM, 2025. https://doi.org/10.1145/3719027.3760723.'
ieee: 'H. Sri Ramulu et al., “Poster: Computer Security Researchers’ Experiences
with Vulnerability Disclosures,” 2025, doi: 10.1145/3719027.3760723.'
mla: 'Sri Ramulu, Harshini, et al. “Poster: Computer Security Researchers’ Experiences
with Vulnerability Disclosures.” Proceedings of the 2025 ACM SIGSAC Conference
on Computer and Communications Security, ACM, 2025, doi:10.1145/3719027.3760723.'
short: 'H. Sri Ramulu, A.L. Rotthaler, J. Rossel, R. Gonzalez Rodriguez, D. Wermke,
S. Fahl, T. Kohno, J. Somorovsky, Y. Acar, in: Proceedings of the 2025 ACM SIGSAC
Conference on Computer and Communications Security, ACM, 2025.'
conference:
end_date: 2025-10-17
start_date: 2025-10-13
date_created: 2025-12-02T08:48:00Z
date_updated: 2025-12-02T08:54:18Z
doi: 10.1145/3719027.3760723
keyword:
- software vulnerabilities
- vulnerability disclosure
- security research
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/10.1145/3719027.3760723
oa: '1'
publication: Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications
Security
publication_status: published
publisher: ACM
status: public
title: 'Poster: Computer Security Researchers'' Experiences with Vulnerability Disclosures'
type: conference
user_id: '58331'
year: '2025'
...
---
_id: '53213'
article_number: '101027'
author:
- first_name: Arman
full_name: Amiri, Arman
last_name: Amiri
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Hosein
full_name: Arman, Hosein
last_name: Arman
citation:
ama: Amiri A, Tavana M, Arman H. An Integrated Fuzzy Analytic Network Process and
Fuzzy Regression Method for Bitcoin Price Prediction. Internet of Things.
2024;25. doi:10.1016/j.iot.2023.101027
apa: Amiri, A., Tavana, M., & Arman, H. (2024). An Integrated Fuzzy Analytic
Network Process and Fuzzy Regression Method for Bitcoin Price Prediction. Internet
of Things, 25, Article 101027. https://doi.org/10.1016/j.iot.2023.101027
bibtex: '@article{Amiri_Tavana_Arman_2024, title={An Integrated Fuzzy Analytic Network
Process and Fuzzy Regression Method for Bitcoin Price Prediction}, volume={25},
DOI={10.1016/j.iot.2023.101027},
number={101027}, journal={Internet of Things}, publisher={Elsevier BV}, author={Amiri,
Arman and Tavana, Madjid and Arman, Hosein}, year={2024} }'
chicago: Amiri, Arman, Madjid Tavana, and Hosein Arman. “An Integrated Fuzzy Analytic
Network Process and Fuzzy Regression Method for Bitcoin Price Prediction.” Internet
of Things 25 (2024). https://doi.org/10.1016/j.iot.2023.101027.
ieee: 'A. Amiri, M. Tavana, and H. Arman, “An Integrated Fuzzy Analytic Network
Process and Fuzzy Regression Method for Bitcoin Price Prediction,” Internet
of Things, vol. 25, Art. no. 101027, 2024, doi: 10.1016/j.iot.2023.101027.'
mla: Amiri, Arman, et al. “An Integrated Fuzzy Analytic Network Process and Fuzzy
Regression Method for Bitcoin Price Prediction.” Internet of Things, vol.
25, 101027, Elsevier BV, 2024, doi:10.1016/j.iot.2023.101027.
short: A. Amiri, M. Tavana, H. Arman, Internet of Things 25 (2024).
date_created: 2024-04-04T13:34:26Z
date_updated: 2024-04-15T13:08:17Z
department:
- _id: '277'
doi: 10.1016/j.iot.2023.101027
intvolume: ' 25'
keyword:
- Management of Technology and Innovation
- Artificial Intelligence
- Computer Science Applications
- Hardware and Architecture
- Engineering (miscellaneous)
- Information Systems
- Computer Science (miscellaneous)
- Software
language:
- iso: eng
publication: Internet of Things
publication_identifier:
issn:
- 2542-6605
publication_status: published
publisher: Elsevier BV
status: public
title: An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for
Bitcoin Price Prediction
type: journal_article
user_id: '51811'
volume: 25
year: '2024'
...
---
_id: '53212'
author:
- first_name: Ehsan
full_name: Mahmoodi, Ehsan
last_name: Mahmoodi
- first_name: Masood
full_name: Fathi, Masood
last_name: Fathi
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Morteza
full_name: Ghobakhloo, Morteza
last_name: Ghobakhloo
- first_name: Amos H.C.
full_name: Ng, Amos H.C.
last_name: Ng
citation:
ama: Mahmoodi E, Fathi M, Tavana M, Ghobakhloo M, Ng AHC. Data-driven simulation-based
decision support system for resource allocation in industry 4.0 and smart manufacturing.
Journal of Manufacturing Systems. 2024;72:287-307. doi:10.1016/j.jmsy.2023.11.019
apa: Mahmoodi, E., Fathi, M., Tavana, M., Ghobakhloo, M., & Ng, A. H. C. (2024).
Data-driven simulation-based decision support system for resource allocation in
industry 4.0 and smart manufacturing. Journal of Manufacturing Systems,
72, 287–307. https://doi.org/10.1016/j.jmsy.2023.11.019
bibtex: '@article{Mahmoodi_Fathi_Tavana_Ghobakhloo_Ng_2024, title={Data-driven simulation-based
decision support system for resource allocation in industry 4.0 and smart manufacturing},
volume={72}, DOI={10.1016/j.jmsy.2023.11.019},
journal={Journal of Manufacturing Systems}, publisher={Elsevier BV}, author={Mahmoodi,
Ehsan and Fathi, Masood and Tavana, Madjid and Ghobakhloo, Morteza and Ng, Amos
H.C.}, year={2024}, pages={287–307} }'
chicago: 'Mahmoodi, Ehsan, Masood Fathi, Madjid Tavana, Morteza Ghobakhloo, and
Amos H.C. Ng. “Data-Driven Simulation-Based Decision Support System for Resource
Allocation in Industry 4.0 and Smart Manufacturing.” Journal of Manufacturing
Systems 72 (2024): 287–307. https://doi.org/10.1016/j.jmsy.2023.11.019.'
ieee: 'E. Mahmoodi, M. Fathi, M. Tavana, M. Ghobakhloo, and A. H. C. Ng, “Data-driven
simulation-based decision support system for resource allocation in industry 4.0
and smart manufacturing,” Journal of Manufacturing Systems, vol. 72, pp.
287–307, 2024, doi: 10.1016/j.jmsy.2023.11.019.'
mla: Mahmoodi, Ehsan, et al. “Data-Driven Simulation-Based Decision Support System
for Resource Allocation in Industry 4.0 and Smart Manufacturing.” Journal of
Manufacturing Systems, vol. 72, Elsevier BV, 2024, pp. 287–307, doi:10.1016/j.jmsy.2023.11.019.
short: E. Mahmoodi, M. Fathi, M. Tavana, M. Ghobakhloo, A.H.C. Ng, Journal of Manufacturing
Systems 72 (2024) 287–307.
date_created: 2024-04-04T13:33:48Z
date_updated: 2024-04-15T13:08:02Z
department:
- _id: '277'
doi: 10.1016/j.jmsy.2023.11.019
intvolume: ' 72'
keyword:
- Industrial and Manufacturing Engineering
- Hardware and Architecture
- Software
- Control and Systems Engineering
language:
- iso: eng
page: 287-307
publication: Journal of Manufacturing Systems
publication_identifier:
issn:
- 0278-6125
publication_status: published
publisher: Elsevier BV
status: public
title: Data-driven simulation-based decision support system for resource allocation
in industry 4.0 and smart manufacturing
type: journal_article
user_id: '51811'
volume: 72
year: '2024'
...
---
_id: '53205'
article_number: '111098'
author:
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Shahryar
full_name: Sorooshian, Shahryar
last_name: Sorooshian
citation:
ama: Tavana M, Sorooshian S. A systematic review of the soft computing methods shaping
the future of the metaverse. Applied Soft Computing. 2024;150. doi:10.1016/j.asoc.2023.111098
apa: Tavana, M., & Sorooshian, S. (2024). A systematic review of the soft computing
methods shaping the future of the metaverse. Applied Soft Computing, 150,
Article 111098. https://doi.org/10.1016/j.asoc.2023.111098
bibtex: '@article{Tavana_Sorooshian_2024, title={A systematic review of the soft
computing methods shaping the future of the metaverse}, volume={150}, DOI={10.1016/j.asoc.2023.111098},
number={111098}, journal={Applied Soft Computing}, publisher={Elsevier BV}, author={Tavana,
Madjid and Sorooshian, Shahryar}, year={2024} }'
chicago: Tavana, Madjid, and Shahryar Sorooshian. “A Systematic Review of the Soft
Computing Methods Shaping the Future of the Metaverse.” Applied Soft Computing
150 (2024). https://doi.org/10.1016/j.asoc.2023.111098.
ieee: 'M. Tavana and S. Sorooshian, “A systematic review of the soft computing methods
shaping the future of the metaverse,” Applied Soft Computing, vol. 150,
Art. no. 111098, 2024, doi: 10.1016/j.asoc.2023.111098.'
mla: Tavana, Madjid, and Shahryar Sorooshian. “A Systematic Review of the Soft Computing
Methods Shaping the Future of the Metaverse.” Applied Soft Computing, vol.
150, 111098, Elsevier BV, 2024, doi:10.1016/j.asoc.2023.111098.
short: M. Tavana, S. Sorooshian, Applied Soft Computing 150 (2024).
date_created: 2024-04-04T12:00:22Z
date_updated: 2024-04-15T13:07:49Z
department:
- _id: '277'
doi: 10.1016/j.asoc.2023.111098
intvolume: ' 150'
keyword:
- Software
language:
- iso: eng
publication: Applied Soft Computing
publication_identifier:
issn:
- 1568-4946
publication_status: published
publisher: Elsevier BV
status: public
title: A systematic review of the soft computing methods shaping the future of the
metaverse
type: journal_article
user_id: '51811'
volume: 150
year: '2024'
...
---
_id: '53811'
abstract:
- lang: eng
text: Persistent security challenges plague DevOps teams due to a deficiency in
expertise regarding security tools and methods, as evidenced by frequent security
incidents. Existing maturity models fail to adequately address the specific needs
of DevOps teams. In response, this paper proposes "Security Belts," a novel maturity
model inspired by martial arts ranking systems. This model aims to assist DevOps
teams in enhancing their security capabilities by providing a structured approach,
starting with fundamental activities and progressing to more advanced techniques.
Drawing from the experiences of monitoring 21 teams, the paper presents lessons
learned and offers actionable advice for refining maturity models tailored to
software quality improvement.
author:
- first_name: Samira
full_name: Taaibi, Samira
id: '55800'
last_name: Taaibi
- first_name: Stefan
full_name: Dziwok, Stefan
id: '3901'
last_name: Dziwok
orcid: http://orcid.org/0000-0002-8679-6673
- first_name: Lars
full_name: Hermerschmidt, Lars
last_name: Hermerschmidt
- first_name: Thorsten
full_name: Koch, Thorsten
id: '13616'
last_name: Koch
- first_name: Sven
full_name: Merschjohann, Sven
id: '11394'
last_name: Merschjohann
- first_name: Mark
full_name: Vollmary, Mark
last_name: Vollmary
citation:
ama: 'Taaibi S, Dziwok S, Hermerschmidt L, Koch T, Merschjohann S, Vollmary M. Security
Belts: A Maturity Model for DevOps Teams to Increase the Software Security of
their Product - An Experience Report.'
apa: 'Taaibi, S., Dziwok, S., Hermerschmidt, L., Koch, T., Merschjohann, S., &
Vollmary, M. (n.d.). Security Belts: A Maturity Model for DevOps Teams to Increase
the Software Security of their Product - An Experience Report. 30th Americas
Conference on Information Systems, Salt Lake City.'
bibtex: '@inproceedings{Taaibi_Dziwok_Hermerschmidt_Koch_Merschjohann_Vollmary,
title={Security Belts: A Maturity Model for DevOps Teams to Increase the Software
Security of their Product - An Experience Report}, author={Taaibi, Samira and
Dziwok, Stefan and Hermerschmidt, Lars and Koch, Thorsten and Merschjohann, Sven
and Vollmary, Mark} }'
chicago: 'Taaibi, Samira, Stefan Dziwok, Lars Hermerschmidt, Thorsten Koch, Sven
Merschjohann, and Mark Vollmary. “Security Belts: A Maturity Model for DevOps
Teams to Increase the Software Security of Their Product - An Experience Report,”
n.d.'
ieee: 'S. Taaibi, S. Dziwok, L. Hermerschmidt, T. Koch, S. Merschjohann, and M.
Vollmary, “Security Belts: A Maturity Model for DevOps Teams to Increase the Software
Security of their Product - An Experience Report,” presented at the 30th Americas
Conference on Information Systems, Salt Lake City.'
mla: 'Taaibi, Samira, et al. Security Belts: A Maturity Model for DevOps Teams
to Increase the Software Security of Their Product - An Experience Report.'
short: 'S. Taaibi, S. Dziwok, L. Hermerschmidt, T. Koch, S. Merschjohann, M. Vollmary,
in: n.d.'
conference:
end_date: 2024-08-17
location: Salt Lake City
name: ' 30th Americas Conference on Information Systems'
start_date: 2024-08-15
date_created: 2024-05-02T08:57:52Z
date_updated: 2024-08-09T08:55:49Z
ddc:
- '000'
department:
- _id: '662'
file:
- access_level: closed
content_type: application/pdf
creator: staaibi
date_created: 2024-05-02T08:54:21Z
date_updated: 2024-05-02T08:54:21Z
file_id: '53812'
file_name: AMCIS2024_final_submission_maturity model security belt paper.pdf
file_size: 540990
relation: main_file
success: 1
file_date_updated: 2024-05-02T08:54:21Z
has_accepted_license: '1'
keyword:
- Software security
- maturity model
language:
- iso: eng
publication_status: accepted
status: public
title: 'Security Belts: A Maturity Model for DevOps Teams to Increase the Software
Security of their Product - An Experience Report'
type: conference
user_id: '55800'
year: '2024'
...
---
_id: '56918'
abstract:
- lang: eng
text: Joint value creation of organizations in ecosystems have a high failure rate,
stressing the need for tools that enable the alignment of business models through
visual inquiry. However, existing visual inquiry tools rarely consider recent
design knowledge or ecosystem understanding. This leads to dissatisfied users
and impedes the full realization of ecosystems’ potential. This short paper proposes
an archaeological design science approach for enhancing the design of visual inquiry
tools (e.g., a canvas) for ecosystems. Preliminary findings reveal 24 relevant
artifacts, and shortcomings in the creation of conceptual models and rigorous
evaluations. The proposed research process aims to develop design principles for
more effective tools to bridge the gap between visual inquiry tools and ecosystems.
This research contributes to design science research by reutilizing design knowledge
and further developing the archaeological design approach. It also offers valuable
information to practitioners about existing business model tools for the creation
of ecosystems.
author:
- first_name: Christian
full_name: Vorbohle, Christian
id: '29951'
last_name: Vorbohle
citation:
ama: 'Vorbohle C. Bridging Boundaries: Enhancing Visual Inquiry Tools for Ecosystems
through Design Archaeology. In: Proceedings of the Thirty-Second European Conference
on Information Systems (ECIS 2024). ; 2024.'
apa: 'Vorbohle, C. (2024). Bridging Boundaries: Enhancing Visual Inquiry Tools for
Ecosystems through Design Archaeology. Proceedings of the Thirty-Second European
Conference on Information Systems (ECIS 2024). ECIS 2024, Paphos, Cyprus.'
bibtex: '@inproceedings{Vorbohle_2024, title={Bridging Boundaries: Enhancing Visual
Inquiry Tools for Ecosystems through Design Archaeology}, booktitle={Proceedings
of the Thirty-Second European Conference on Information Systems (ECIS 2024)},
author={Vorbohle, Christian}, year={2024} }'
chicago: 'Vorbohle, Christian. “Bridging Boundaries: Enhancing Visual Inquiry Tools
for Ecosystems through Design Archaeology.” In Proceedings of the Thirty-Second
European Conference on Information Systems (ECIS 2024), 2024.'
ieee: 'C. Vorbohle, “Bridging Boundaries: Enhancing Visual Inquiry Tools for Ecosystems
through Design Archaeology,” presented at the ECIS 2024, Paphos, Cyprus, 2024.'
mla: 'Vorbohle, Christian. “Bridging Boundaries: Enhancing Visual Inquiry Tools
for Ecosystems through Design Archaeology.” Proceedings of the Thirty-Second
European Conference on Information Systems (ECIS 2024), 2024.'
short: 'C. Vorbohle, in: Proceedings of the Thirty-Second European Conference on
Information Systems (ECIS 2024), 2024.'
conference:
location: Paphos, Cyprus
name: ECIS 2024
date_created: 2024-11-06T11:06:05Z
date_updated: 2025-03-21T13:33:23Z
keyword:
- Design Science Research
- Design Archaeology
- Canvas Analysis
- Business Model Tools
language:
- iso: eng
publication: Proceedings of the Thirty-Second European Conference on Information Systems
(ECIS 2024)
related_material:
link:
- relation: confirmation
url: https://aisel.aisnet.org/ecis2024/track23_designresearch/track23_designresearch/2/
status: public
title: 'Bridging Boundaries: Enhancing Visual Inquiry Tools for Ecosystems through
Design Archaeology'
type: conference
user_id: '29951'
year: '2024'
...
---
_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: '48777'
abstract:
- lang: eng
text: AbstractExplainable artificial intelligence
has mainly focused on static learning scenarios so far. We are interested in dynamic
scenarios where data is sampled progressively, and learning is done in an incremental
rather than a batch mode. We seek efficient incremental algorithms for computing
feature importance (FI). Permutation feature importance (PFI) is a well-established
model-agnostic measure to obtain global FI based on feature marginalization of
absent features. We propose an efficient, model-agnostic algorithm called iPFI
to estimate this measure incrementally and under dynamic modeling conditions including
concept drift. We prove theoretical guarantees on the approximation quality in
terms of expectation and variance. To validate our theoretical findings and the
efficacy of our approaches in incremental scenarios dealing with streaming data
rather than traditional batch settings, we conduct multiple experimental studies
on benchmark data with and without concept drift.
author:
- first_name: Fabian
full_name: Fumagalli, Fabian
last_name: Fumagalli
- first_name: Maximilian
full_name: Muschalik, Maximilian
last_name: Muschalik
- first_name: Eyke
full_name: Hüllermeier, Eyke
last_name: Hüllermeier
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
citation:
ama: 'Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation
feature importance (iPFI): towards online explanations on data streams. Machine
Learning. Published online 2023. doi:10.1007/s10994-023-06385-y'
apa: 'Fumagalli, F., Muschalik, M., Hüllermeier, E., & Hammer, B. (2023). Incremental
permutation feature importance (iPFI): towards online explanations on data streams.
Machine Learning. https://doi.org/10.1007/s10994-023-06385-y'
bibtex: '@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental
permutation feature importance (iPFI): towards online explanations on data streams},
DOI={10.1007/s10994-023-06385-y},
journal={Machine Learning}, publisher={Springer Science and Business Media LLC},
author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and
Hammer, Barbara}, year={2023} }'
chicago: 'Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara
Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations
on Data Streams.” Machine Learning, 2023. https://doi.org/10.1007/s10994-023-06385-y.'
ieee: 'F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation
feature importance (iPFI): towards online explanations on data streams,” Machine
Learning, 2023, doi: 10.1007/s10994-023-06385-y.'
mla: 'Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI):
Towards Online Explanations on Data Streams.” Machine Learning, Springer
Science and Business Media LLC, 2023, doi:10.1007/s10994-023-06385-y.'
short: F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning (2023).
date_created: 2023-11-10T14:15:36Z
date_updated: 2023-11-10T14:24:27Z
department:
- _id: '424'
- _id: '660'
doi: 10.1007/s10994-023-06385-y
keyword:
- Artificial Intelligence
- Software
language:
- iso: eng
publication: Machine Learning
publication_identifier:
issn:
- 0885-6125
- 1573-0565
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Incremental permutation feature importance (iPFI): towards online explanations
on data streams'
type: journal_article
user_id: '55908'
year: '2023'
...
---
_id: '46816'
author:
- first_name: Adriano
full_name: Torres, Adriano
last_name: Torres
- first_name: Pedro
full_name: Costa, Pedro
last_name: Costa
- first_name: Luis
full_name: Amaral, Luis
last_name: Amaral
- first_name: Jonata
full_name: Pastro, Jonata
last_name: Pastro
- first_name: Rodrigo
full_name: Bonifácio, Rodrigo
last_name: Bonifácio
- first_name: Marcelo
full_name: d'Amorim, Marcelo
last_name: d'Amorim
- first_name: Owolabi
full_name: Legunsen, Owolabi
last_name: Legunsen
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
- first_name: Edna
full_name: Dias Canedo, Edna
last_name: Dias Canedo
citation:
ama: 'Torres A, Costa P, Amaral L, et al. Runtime Verification of Crypto APIs: An
Empirical Study. IEEE Transactions on Software Engineering. 2023;49(10):4510-4525.
doi:10.1109/tse.2023.3301660'
apa: 'Torres, A., Costa, P., Amaral, L., Pastro, J., Bonifácio, R., d’Amorim, M.,
Legunsen, O., Bodden, E., & Dias Canedo, E. (2023). Runtime Verification of
Crypto APIs: An Empirical Study. IEEE Transactions on Software Engineering,
49(10), 4510–4525. https://doi.org/10.1109/tse.2023.3301660'
bibtex: '@article{Torres_Costa_Amaral_Pastro_Bonifácio_d’Amorim_Legunsen_Bodden_Dias
Canedo_2023, title={Runtime Verification of Crypto APIs: An Empirical Study},
volume={49}, DOI={10.1109/tse.2023.3301660},
number={10}, journal={IEEE Transactions on Software Engineering}, publisher={Institute
of Electrical and Electronics Engineers (IEEE)}, author={Torres, Adriano and Costa,
Pedro and Amaral, Luis and Pastro, Jonata and Bonifácio, Rodrigo and d’Amorim,
Marcelo and Legunsen, Owolabi and Bodden, Eric and Dias Canedo, Edna}, year={2023},
pages={4510–4525} }'
chicago: 'Torres, Adriano, Pedro Costa, Luis Amaral, Jonata Pastro, Rodrigo Bonifácio,
Marcelo d’Amorim, Owolabi Legunsen, Eric Bodden, and Edna Dias Canedo. “Runtime
Verification of Crypto APIs: An Empirical Study.” IEEE Transactions on Software
Engineering 49, no. 10 (2023): 4510–25. https://doi.org/10.1109/tse.2023.3301660.'
ieee: 'A. Torres et al., “Runtime Verification of Crypto APIs: An Empirical
Study,” IEEE Transactions on Software Engineering, vol. 49, no. 10, pp.
4510–4525, 2023, doi: 10.1109/tse.2023.3301660.'
mla: 'Torres, Adriano, et al. “Runtime Verification of Crypto APIs: An Empirical
Study.” IEEE Transactions on Software Engineering, vol. 49, no. 10, Institute
of Electrical and Electronics Engineers (IEEE), 2023, pp. 4510–25, doi:10.1109/tse.2023.3301660.'
short: A. Torres, P. Costa, L. Amaral, J. Pastro, R. Bonifácio, M. d’Amorim, O.
Legunsen, E. Bodden, E. Dias Canedo, IEEE Transactions on Software Engineering
49 (2023) 4510–4525.
date_created: 2023-09-06T07:42:40Z
date_updated: 2023-12-04T11:05:26Z
department:
- _id: '76'
doi: 10.1109/tse.2023.3301660
intvolume: ' 49'
issue: '10'
keyword:
- Software
language:
- iso: eng
page: 4510 - 4525
publication: IEEE Transactions on Software Engineering
publication_identifier:
issn:
- 0098-5589
- 1939-3520
- 2326-3881
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: 'Runtime Verification of Crypto APIs: An Empirical Study'
type: journal_article
user_id: '15249'
volume: 49
year: '2023'
...
---
_id: '49439'
abstract:
- lang: eng
text: AbstractThe use of static analysis security
testing (SAST) tools has been increasing in recent years. However, previous studies
have shown that, when shipped to end users such as development or security teams,
the findings of these tools are often unsatisfying. Users report high numbers
of false positives or long analysis times, making the tools unusable in the daily
workflow. To address this, SAST tool creators provide a wide range of configuration
options, such as customization of rules through domain-specific languages or specification
of the application-specific analysis scope. In this paper, we study the configuration
space of selected existing SAST tools when used within the integrated development
environment (IDE). We focus on the configuration options that impact three dimensions,
for which a trade-off is unavoidable, i.e., precision, recall, and analysis runtime.
We perform a between-subjects user study with 40 users from multiple development
and security teams - to our knowledge, the largest population for this kind of
user study in the software engineering community. The results show that users
who configure SAST tools are more effective in resolving security vulnerabilities
detected by the tools than those using the default configuration. Based on post-study
interviews, we identify common strategies that users have while configuring the
SAST tools to provide further insights for tool creators. Finally, an evaluation
of the configuration options of two commercial SAST tools, Fortify
and CheckMarx, reveals that a quarter of the users do not understand
the configuration options provided. The configuration options that are found most
useful relate to the analysis scope.
article_number: '118'
author:
- first_name: Goran
full_name: Piskachev, Goran
id: '41936'
last_name: Piskachev
orcid: 0000-0003-4424-5838
- first_name: Matthias
full_name: Becker, Matthias
id: '4870'
last_name: Becker
orcid: https://orcid.org/0000-0003-2465-9347
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: Piskachev G, Becker M, Bodden E. Can the configuration of static analyses make
resolving security vulnerabilities more effective? - A user study. Empirical
Software Engineering. 2023;28(5). doi:10.1007/s10664-023-10354-3
apa: Piskachev, G., Becker, M., & Bodden, E. (2023). Can the configuration of
static analyses make resolving security vulnerabilities more effective? - A user
study. Empirical Software Engineering, 28(5), Article 118. https://doi.org/10.1007/s10664-023-10354-3
bibtex: '@article{Piskachev_Becker_Bodden_2023, title={Can the configuration of
static analyses make resolving security vulnerabilities more effective? - A user
study}, volume={28}, DOI={10.1007/s10664-023-10354-3},
number={5118}, journal={Empirical Software Engineering}, publisher={Springer Science
and Business Media LLC}, author={Piskachev, Goran and Becker, Matthias and Bodden,
Eric}, year={2023} }'
chicago: Piskachev, Goran, Matthias Becker, and Eric Bodden. “Can the Configuration
of Static Analyses Make Resolving Security Vulnerabilities More Effective? - A
User Study.” Empirical Software Engineering 28, no. 5 (2023). https://doi.org/10.1007/s10664-023-10354-3.
ieee: 'G. Piskachev, M. Becker, and E. Bodden, “Can the configuration of static
analyses make resolving security vulnerabilities more effective? - A user study,”
Empirical Software Engineering, vol. 28, no. 5, Art. no. 118, 2023, doi:
10.1007/s10664-023-10354-3.'
mla: Piskachev, Goran, et al. “Can the Configuration of Static Analyses Make Resolving
Security Vulnerabilities More Effective? - A User Study.” Empirical Software
Engineering, vol. 28, no. 5, 118, Springer Science and Business Media LLC,
2023, doi:10.1007/s10664-023-10354-3.
short: G. Piskachev, M. Becker, E. Bodden, Empirical Software Engineering 28 (2023).
date_created: 2023-12-04T11:14:34Z
date_updated: 2023-12-04T11:29:49Z
department:
- _id: '76'
- _id: '662'
doi: 10.1007/s10664-023-10354-3
intvolume: ' 28'
issue: '5'
keyword:
- Software
language:
- iso: eng
publication: Empirical Software Engineering
publication_identifier:
issn:
- 1382-3256
- 1573-7616
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Can the configuration of static analyses make resolving security vulnerabilities
more effective? - A user study
type: journal_article
user_id: '15249'
volume: 28
year: '2023'
...
---
_id: '51770'
abstract:
- lang: eng
text: AbstractWorkarounds are goal‐driven deviations
from the standard operating procedures performed to overcome obstacles constraining
day‐to‐day work. Despite starting as temporary fixes, they can become established
across an organisation and trigger the innovation of processes and IT artefacts
that can resolve misfits permanently. Although prior research has elicited antecedents
and types of workarounds, it is not known how workarounds diffuse in an organisation
and, thereby, innovating co‐workers' activities, IT artefacts, and organisational
structures. The results of our multiple two‐year case study provide unique empirical
insights into the diffusion of workarounds and how they can act as generative
mechanisms for bottom‐up process innovation.
article_type: original
author:
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Verena
full_name: Wolf, Verena
id: '23633'
last_name: Wolf
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: Bartelheimer C, Wolf V, Beverungen D. Workarounds as generative mechanisms
for bottom‐up process innovation—Insights from a multiple case study. Information
Systems Journal. 2023;33(5):1085-1150. doi:10.1111/isj.12435
apa: Bartelheimer, C., Wolf, V., & Beverungen, D. (2023). Workarounds as generative
mechanisms for bottom‐up process innovation—Insights from a multiple case study.
Information Systems Journal, 33(5), 1085–1150. https://doi.org/10.1111/isj.12435
bibtex: '@article{Bartelheimer_Wolf_Beverungen_2023, title={Workarounds as generative
mechanisms for bottom‐up process innovation—Insights from a multiple case study},
volume={33}, DOI={10.1111/isj.12435},
number={5}, journal={Information Systems Journal}, publisher={Wiley}, author={Bartelheimer,
Christian and Wolf, Verena and Beverungen, Daniel}, year={2023}, pages={1085–1150}
}'
chicago: 'Bartelheimer, Christian, Verena Wolf, and Daniel Beverungen. “Workarounds
as Generative Mechanisms for Bottom‐up Process Innovation—Insights from a Multiple
Case Study.” Information Systems Journal 33, no. 5 (2023): 1085–1150. https://doi.org/10.1111/isj.12435.'
ieee: 'C. Bartelheimer, V. Wolf, and D. Beverungen, “Workarounds as generative mechanisms
for bottom‐up process innovation—Insights from a multiple case study,” Information
Systems Journal, vol. 33, no. 5, pp. 1085–1150, 2023, doi: 10.1111/isj.12435.'
mla: Bartelheimer, Christian, et al. “Workarounds as Generative Mechanisms for Bottom‐up
Process Innovation—Insights from a Multiple Case Study.” Information Systems
Journal, vol. 33, no. 5, Wiley, 2023, pp. 1085–150, doi:10.1111/isj.12435.
short: C. Bartelheimer, V. Wolf, D. Beverungen, Information Systems Journal 33 (2023)
1085–1150.
date_created: 2024-02-22T15:19:57Z
date_updated: 2024-02-28T09:52:47Z
ddc:
- '330'
department:
- _id: '195'
doi: 10.1111/isj.12435
file:
- access_level: closed
content_type: application/pdf
creator: dabe
date_created: 2024-02-22T15:21:34Z
date_updated: 2024-02-22T15:21:34Z
file_id: '51771'
file_name: Information Systems Journal - 2023 - Bartelheimer - Workarounds as generative
mechanisms for bottom‐up process innovation.pdf
file_size: 4520950
relation: main_file
success: 1
file_date_updated: 2024-02-22T15:21:34Z
has_accepted_license: '1'
intvolume: ' 33'
issue: '5'
keyword:
- Computer Networks and Communications
- Information Systems
- Software
language:
- iso: eng
page: 1085-1150
project:
- _id: '36'
grant_number: O2K14A22O
name: 'Digivation: Digitale Prozessinnovationen durch datenbasierte Dienstleistungen '
publication: Information Systems Journal
publication_identifier:
issn:
- 1350-1917
- 1365-2575
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Workarounds as generative mechanisms for bottom‐up process innovation—Insights
from a multiple case study
type: journal_article
user_id: '59677'
volume: 33
year: '2023'
...
---
_id: '52662'
abstract:
- lang: eng
text: Static analysis tools support developers in detecting potential coding issues,
such as bugs or vulnerabilities. Research emphasizes technical challenges of such
tools but also mentions severe usability shortcomings. These shortcomings hinder
the adoption of static analysis tools, and user dissatisfaction may even lead
to tool abandonment. To comprehensively assess the state of the art, we present
the first systematic usability evaluation of a wide range of static analysis tools.
We derived a set of 36 relevant criteria from the literature and used them to
evaluate a total of 46 static analysis tools complying with our inclusion and
exclusion criteria - a representative set of mainly non-proprietary tools. The
evaluation against the usability criteria in a multiple-raters approach shows
that two thirds of the considered tools off er poor warning messages, while about
three-quarters provide hardly any fix support. Furthermore, the integration of
user knowledge is strongly neglected, which could be used for instance, to improve
handling of false positives. Finally, issues regarding workflow integration and
specialized user interfaces are revealed. These findings should prove useful in
guiding and focusing further research and development in user experience for static
code analyses.
author:
- first_name: Marcus
full_name: Nachtigall, Marcus
id: '41213'
last_name: Nachtigall
- first_name: Michael
full_name: Schlichtig, Michael
id: '32312'
last_name: Schlichtig
orcid: 0000-0001-6600-6171
- first_name: Eric
full_name: Bodden, Eric
id: '59256'
last_name: Bodden
orcid: 0000-0003-3470-3647
citation:
ama: 'Nachtigall M, Schlichtig M, Bodden E. Evaluation of Usability Criteria Addressed
by Static Analysis Tools on a Large Scale. In: Software Engineering 2023.
Gesellschaft für Informatik e.V.; 2023:95–96.'
apa: Nachtigall, M., Schlichtig, M., & Bodden, E. (2023). Evaluation of Usability
Criteria Addressed by Static Analysis Tools on a Large Scale. In Software Engineering
2023 (pp. 95–96). Gesellschaft für Informatik e.V.
bibtex: '@inbook{Nachtigall_Schlichtig_Bodden_2023, place={Bonn}, title={Evaluation
of Usability Criteria Addressed by Static Analysis Tools on a Large Scale}, booktitle={Software
Engineering 2023}, publisher={Gesellschaft für Informatik e.V.}, author={Nachtigall,
Marcus and Schlichtig, Michael and Bodden, Eric}, year={2023}, pages={95–96} }'
chicago: 'Nachtigall, Marcus, Michael Schlichtig, and Eric Bodden. “Evaluation of
Usability Criteria Addressed by Static Analysis Tools on a Large Scale.” In Software
Engineering 2023, 95–96. Bonn: Gesellschaft für Informatik e.V., 2023.'
ieee: 'M. Nachtigall, M. Schlichtig, and E. Bodden, “Evaluation of Usability Criteria
Addressed by Static Analysis Tools on a Large Scale,” in Software Engineering
2023, Bonn: Gesellschaft für Informatik e.V., 2023, pp. 95–96.'
mla: Nachtigall, Marcus, et al. “Evaluation of Usability Criteria Addressed by Static
Analysis Tools on a Large Scale.” Software Engineering 2023, Gesellschaft
für Informatik e.V., 2023, pp. 95–96.
short: 'M. Nachtigall, M. Schlichtig, E. Bodden, in: Software Engineering 2023,
Gesellschaft für Informatik e.V., Bonn, 2023, pp. 95–96.'
date_created: 2024-03-20T09:26:29Z
date_updated: 2024-03-20T09:27:41Z
department:
- _id: '76'
keyword:
- Automated static analysis
- Software usability
language:
- iso: eng
main_file_link:
- url: https://dl.gi.de/items/5afe477f-2f6a-4b3d-b391-f024baf0b7a5
page: 95–96
place: Bonn
publication: Software Engineering 2023
publication_identifier:
isbn:
- 978-3-88579-726-5
publisher: Gesellschaft für Informatik e.V.
status: public
title: Evaluation of Usability Criteria Addressed by Static Analysis Tools on a Large
Scale
type: book_chapter
user_id: '32312'
year: '2023'
...
---
_id: '46264'
abstract:
- lang: eng
text: "System-level interconnects provide the\r\nbackbone for increasingly complex
systems on a chip. Their\r\nvulnerability to electromigration and crosstalk can
lead to\r\nserious reliability and safety issues during the system lifetime.\r\nThis
article presents an approach for periodic in-system testing\r\nwhich maintains
a reliability profile to detect potential\r\nproblems before they actually cause
a failure. Relying on a\r\ncommon infrastructure for EM-aware system workload\r\nmanagement
and test, it minimizes the stress induced by the\r\ntest itself and contributes
to the self-healing of system-induced\r\nelectromigration degradations. "
article_type: original
author:
- first_name: Somayeh
full_name: Sadeghi-Kohan, Somayeh
id: '78614'
last_name: Sadeghi-Kohan
orcid: https://orcid.org/0000-0001-7246-0610
- first_name: Sybille
full_name: Hellebrand, Sybille
id: '209'
last_name: Hellebrand
orcid: 0000-0002-3717-3939
- first_name: Hans-Joachim
full_name: Wunderlich, Hans-Joachim
last_name: Wunderlich
citation:
ama: Sadeghi-Kohan S, Hellebrand S, Wunderlich H-J. Workload-Aware Periodic Interconnect
BIST. IEEE Design &Test. Published online 2023:1-1. doi:10.1109/mdat.2023.3298849
apa: Sadeghi-Kohan, S., Hellebrand, S., & Wunderlich, H.-J. (2023). Workload-Aware
Periodic Interconnect BIST. IEEE Design &Test, 1–1. https://doi.org/10.1109/mdat.2023.3298849
bibtex: '@article{Sadeghi-Kohan_Hellebrand_Wunderlich_2023, title={Workload-Aware
Periodic Interconnect BIST}, DOI={10.1109/mdat.2023.3298849},
journal={IEEE Design &Test}, publisher={Institute of Electrical and Electronics
Engineers (IEEE)}, author={Sadeghi-Kohan, Somayeh and Hellebrand, Sybille and
Wunderlich, Hans-Joachim}, year={2023}, pages={1–1} }'
chicago: Sadeghi-Kohan, Somayeh, Sybille Hellebrand, and Hans-Joachim Wunderlich.
“Workload-Aware Periodic Interconnect BIST.” IEEE Design &Test, 2023,
1–1. https://doi.org/10.1109/mdat.2023.3298849.
ieee: 'S. Sadeghi-Kohan, S. Hellebrand, and H.-J. Wunderlich, “Workload-Aware Periodic
Interconnect BIST,” IEEE Design &Test, pp. 1–1, 2023, doi: 10.1109/mdat.2023.3298849.'
mla: Sadeghi-Kohan, Somayeh, et al. “Workload-Aware Periodic Interconnect BIST.”
IEEE Design &Test, Institute of Electrical and Electronics Engineers
(IEEE), 2023, pp. 1–1, doi:10.1109/mdat.2023.3298849.
short: S. Sadeghi-Kohan, S. Hellebrand, H.-J. Wunderlich, IEEE Design &Test
(2023) 1–1.
date_created: 2023-08-02T11:07:43Z
date_updated: 2024-03-22T17:15:10Z
department:
- _id: '48'
doi: 10.1109/mdat.2023.3298849
keyword:
- Electrical and Electronic Engineering
- Hardware and Architecture
- Software
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10194315
page: 1-1
publication: IEEE Design &Test
publication_identifier:
issn:
- 2168-2356
- 2168-2364
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Workload-Aware Periodic Interconnect BIST
type: journal_article
user_id: '209'
year: '2023'
...
---
_id: '53220'
article_number: '100786'
author:
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Arash
full_name: Khalili Nasr, Arash
last_name: Khalili Nasr
- first_name: Alireza Barati
full_name: Ahmadabadi, Alireza Barati
last_name: Ahmadabadi
- first_name: Alireza Shamekhi
full_name: Amiri, Alireza Shamekhi
last_name: Amiri
- first_name: Hassan
full_name: Mina, Hassan
last_name: Mina
citation:
ama: Tavana M, Khalili Nasr A, Ahmadabadi AB, Amiri AS, Mina H. An interval multi-criteria
decision-making model for evaluating blockchain-IoT technology in supply chain
networks. Internet of Things. 2023;22. doi:10.1016/j.iot.2023.100786
apa: Tavana, M., Khalili Nasr, A., Ahmadabadi, A. B., Amiri, A. S., & Mina,
H. (2023). An interval multi-criteria decision-making model for evaluating blockchain-IoT
technology in supply chain networks. Internet of Things, 22, Article
100786. https://doi.org/10.1016/j.iot.2023.100786
bibtex: '@article{Tavana_Khalili Nasr_Ahmadabadi_Amiri_Mina_2023, title={An interval
multi-criteria decision-making model for evaluating blockchain-IoT technology
in supply chain networks}, volume={22}, DOI={10.1016/j.iot.2023.100786},
number={100786}, journal={Internet of Things}, publisher={Elsevier BV}, author={Tavana,
Madjid and Khalili Nasr, Arash and Ahmadabadi, Alireza Barati and Amiri, Alireza
Shamekhi and Mina, Hassan}, year={2023} }'
chicago: Tavana, Madjid, Arash Khalili Nasr, Alireza Barati Ahmadabadi, Alireza
Shamekhi Amiri, and Hassan Mina. “An Interval Multi-Criteria Decision-Making Model
for Evaluating Blockchain-IoT Technology in Supply Chain Networks.” Internet
of Things 22 (2023). https://doi.org/10.1016/j.iot.2023.100786.
ieee: 'M. Tavana, A. Khalili Nasr, A. B. Ahmadabadi, A. S. Amiri, and H. Mina, “An
interval multi-criteria decision-making model for evaluating blockchain-IoT technology
in supply chain networks,” Internet of Things, vol. 22, Art. no. 100786,
2023, doi: 10.1016/j.iot.2023.100786.'
mla: Tavana, Madjid, et al. “An Interval Multi-Criteria Decision-Making Model for
Evaluating Blockchain-IoT Technology in Supply Chain Networks.” Internet of
Things, vol. 22, 100786, Elsevier BV, 2023, doi:10.1016/j.iot.2023.100786.
short: M. Tavana, A. Khalili Nasr, A.B. Ahmadabadi, A.S. Amiri, H. Mina, Internet
of Things 22 (2023).
date_created: 2024-04-04T13:49:53Z
date_updated: 2024-04-15T13:10:41Z
department:
- _id: '277'
doi: 10.1016/j.iot.2023.100786
intvolume: ' 22'
keyword:
- Management of Technology and Innovation
- Artificial Intelligence
- Computer Science Applications
- Hardware and Architecture
- Engineering (miscellaneous)
- Information Systems
- Computer Science (miscellaneous)
- Software
language:
- iso: eng
publication: Internet of Things
publication_identifier:
issn:
- 2542-6605
publication_status: published
publisher: Elsevier BV
status: public
title: An interval multi-criteria decision-making model for evaluating blockchain-IoT
technology in supply chain networks
type: journal_article
user_id: '51811'
volume: 22
year: '2023'
...
---
_id: '53215'
article_number: '110572'
author:
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Mohammad Saeed
full_name: Heidary, Mohammad Saeed
last_name: Heidary
- first_name: Hassan
full_name: Mina, Hassan
last_name: Mina
citation:
ama: Tavana M, Heidary MS, Mina H. A fuzzy preference programming and weighted influence
non-linear gauge system for mission architecture assessment at NASA. Applied
Soft Computing. 2023;145. doi:10.1016/j.asoc.2023.110572
apa: Tavana, M., Heidary, M. S., & Mina, H. (2023). A fuzzy preference programming
and weighted influence non-linear gauge system for mission architecture assessment
at NASA. Applied Soft Computing, 145, Article 110572. https://doi.org/10.1016/j.asoc.2023.110572
bibtex: '@article{Tavana_Heidary_Mina_2023, title={A fuzzy preference programming
and weighted influence non-linear gauge system for mission architecture assessment
at NASA}, volume={145}, DOI={10.1016/j.asoc.2023.110572},
number={110572}, journal={Applied Soft Computing}, publisher={Elsevier BV}, author={Tavana,
Madjid and Heidary, Mohammad Saeed and Mina, Hassan}, year={2023} }'
chicago: Tavana, Madjid, Mohammad Saeed Heidary, and Hassan Mina. “A Fuzzy Preference
Programming and Weighted Influence Non-Linear Gauge System for Mission Architecture
Assessment at NASA.” Applied Soft Computing 145 (2023). https://doi.org/10.1016/j.asoc.2023.110572.
ieee: 'M. Tavana, M. S. Heidary, and H. Mina, “A fuzzy preference programming and
weighted influence non-linear gauge system for mission architecture assessment
at NASA,” Applied Soft Computing, vol. 145, Art. no. 110572, 2023, doi:
10.1016/j.asoc.2023.110572.'
mla: Tavana, Madjid, et al. “A Fuzzy Preference Programming and Weighted Influence
Non-Linear Gauge System for Mission Architecture Assessment at NASA.” Applied
Soft Computing, vol. 145, 110572, Elsevier BV, 2023, doi:10.1016/j.asoc.2023.110572.
short: M. Tavana, M.S. Heidary, H. Mina, Applied Soft Computing 145 (2023).
date_created: 2024-04-04T13:37:53Z
date_updated: 2024-04-15T13:07:05Z
department:
- _id: '277'
doi: 10.1016/j.asoc.2023.110572
intvolume: ' 145'
keyword:
- Software
language:
- iso: eng
publication: Applied Soft Computing
publication_identifier:
issn:
- 1568-4946
publication_status: published
publisher: Elsevier BV
status: public
title: A fuzzy preference programming and weighted influence non-linear gauge system
for mission architecture assessment at NASA
type: journal_article
user_id: '51811'
volume: 145
year: '2023'
...
---
_id: '53230'
author:
- first_name: Hannan Amoozad
full_name: Mahdiraji, Hannan Amoozad
last_name: Mahdiraji
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Ali
full_name: Rezayar, Ali
last_name: Rezayar
citation:
ama: Mahdiraji HA, Tavana M, Rezayar A. A Game-Theoretic Framework for Analyzing
the Impact of Social Responsibility and Supply Chain Profitability. Cybernetics
and Systems. 2023;54(1):104-137. doi:10.1080/01969722.2022.2055402
apa: Mahdiraji, H. A., Tavana, M., & Rezayar, A. (2023). A Game-Theoretic Framework
for Analyzing the Impact of Social Responsibility and Supply Chain Profitability.
Cybernetics and Systems, 54(1), 104–137. https://doi.org/10.1080/01969722.2022.2055402
bibtex: '@article{Mahdiraji_Tavana_Rezayar_2023, title={A Game-Theoretic Framework
for Analyzing the Impact of Social Responsibility and Supply Chain Profitability},
volume={54}, DOI={10.1080/01969722.2022.2055402},
number={1}, journal={Cybernetics and Systems}, publisher={Informa UK Limited},
author={Mahdiraji, Hannan Amoozad and Tavana, Madjid and Rezayar, Ali}, year={2023},
pages={104–137} }'
chicago: 'Mahdiraji, Hannan Amoozad, Madjid Tavana, and Ali Rezayar. “A Game-Theoretic
Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability.”
Cybernetics and Systems 54, no. 1 (2023): 104–37. https://doi.org/10.1080/01969722.2022.2055402.'
ieee: 'H. A. Mahdiraji, M. Tavana, and A. Rezayar, “A Game-Theoretic Framework for
Analyzing the Impact of Social Responsibility and Supply Chain Profitability,”
Cybernetics and Systems, vol. 54, no. 1, pp. 104–137, 2023, doi: 10.1080/01969722.2022.2055402.'
mla: Mahdiraji, Hannan Amoozad, et al. “A Game-Theoretic Framework for Analyzing
the Impact of Social Responsibility and Supply Chain Profitability.” Cybernetics
and Systems, vol. 54, no. 1, Informa UK Limited, 2023, pp. 104–37, doi:10.1080/01969722.2022.2055402.
short: H.A. Mahdiraji, M. Tavana, A. Rezayar, Cybernetics and Systems 54 (2023)
104–137.
date_created: 2024-04-04T14:01:48Z
date_updated: 2024-04-15T13:15:21Z
department:
- _id: '277'
doi: 10.1080/01969722.2022.2055402
intvolume: ' 54'
issue: '1'
keyword:
- Artificial Intelligence
- Information Systems
- Software
language:
- iso: eng
page: 104-137
publication: Cybernetics and Systems
publication_identifier:
issn:
- 0196-9722
- 1087-6553
publication_status: published
publisher: Informa UK Limited
status: public
title: A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility
and Supply Chain Profitability
type: journal_article
user_id: '51811'
volume: 54
year: '2023'
...
---
_id: '44077'
author:
- first_name: Marten
full_name: Maack, Marten
last_name: Maack
citation:
ama: Maack M. Online load balancing on uniform machines with limited migration.
Operations Research Letters. 2023;51(3):220-225. doi:10.1016/j.orl.2023.02.013
apa: Maack, M. (2023). Online load balancing on uniform machines with limited migration.
Operations Research Letters, 51(3), 220–225. https://doi.org/10.1016/j.orl.2023.02.013
bibtex: '@article{Maack_2023, title={Online load balancing on uniform machines with
limited migration}, volume={51}, DOI={10.1016/j.orl.2023.02.013},
number={3}, journal={Operations Research Letters}, publisher={Elsevier BV}, author={Maack,
Marten}, year={2023}, pages={220–225} }'
chicago: 'Maack, Marten. “Online Load Balancing on Uniform Machines with Limited
Migration.” Operations Research Letters 51, no. 3 (2023): 220–25. https://doi.org/10.1016/j.orl.2023.02.013.'
ieee: 'M. Maack, “Online load balancing on uniform machines with limited migration,”
Operations Research Letters, vol. 51, no. 3, pp. 220–225, 2023, doi: 10.1016/j.orl.2023.02.013.'
mla: Maack, Marten. “Online Load Balancing on Uniform Machines with Limited Migration.”
Operations Research Letters, vol. 51, no. 3, Elsevier BV, 2023, pp. 220–25,
doi:10.1016/j.orl.2023.02.013.
short: M. Maack, Operations Research Letters 51 (2023) 220–225.
date_created: 2023-04-20T08:59:14Z
date_updated: 2023-04-21T07:53:42Z
department:
- _id: '63'
doi: 10.1016/j.orl.2023.02.013
intvolume: ' 51'
issue: '3'
keyword:
- Applied Mathematics
- Industrial and Manufacturing Engineering
- Management Science and Operations Research
- Software
language:
- iso: eng
page: 220-225
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
name: 'SFB 901 - C4: SFB 901 - Subproject C4'
publication: Operations Research Letters
publication_identifier:
issn:
- 0167-6377
publisher: Elsevier BV
status: public
title: Online load balancing on uniform machines with limited migration
type: journal_article
user_id: '88252'
volume: 51
year: '2023'
...
---
_id: '44382'
abstract:
- lang: eng
text: 'The success of engineering complex technical systems is determined
by meeting customer requirements and institutional regulations. One example relevant
to the automobile industry is the United Nations Economic Commission of Europe
(UN ECE), which specifies the homologation of automobile series and requires proof
of traceability. The required traceability can be achieved by modeling system
artifacts and their relations in a consistent, seamless model—an effect-chain
model. Currently, no in-depth methodology exists to support engineers in developing
certification-compliant effect-chain models. For this purpose, a new methodology
for certification-compliant effect-chain modeling was developed, which includes
extensions of an existing method, suitable models, and tools to support engineers
in the modeling process. For evaluation purposes, applicability is proven based
on the experience of more than 300 workshops at an automotive OEM and an automotive
supplier. The following case example is chosen to demonstrate applicability: the
development of a window lifter that has to meet the demands of UN ECE Regulations
R156 and R21. Results indicate multiple benefits in supporting engineers with
the certification-compliant modeling of effect chains. Three benefits are goal-oriented
modeling to reduce the necessary modeling capacity, increasing model quality by
applying information quality criteria, and the potential to reduce costs through
automatable effect-chain analyses for technical changes. Further, companies in
the automotive and other industries will benefit from increased modeling capabilities
that can be used for architecture modeling and to comply with other regulations
such as ASPICE or ISO 26262.'
article_number: '154'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Dominik
full_name: Wiechel, Dominik
id: '67161'
last_name: Wiechel
- first_name: Anna-Sophie
full_name: Koch, Anna-Sophie
id: '44158'
last_name: Koch
- first_name: Tim
full_name: Sturm, Tim
last_name: Sturm
- first_name: Thomas
full_name: Markfelder, Thomas
last_name: Markfelder
citation:
ama: Gräßler I, Wiechel D, Koch A-S, Sturm T, Markfelder T. Methodology for Certification-Compliant
Effect-Chain Modeling. Systems. 2023;11(3). doi:10.3390/systems11030154
apa: Gräßler, I., Wiechel, D., Koch, A.-S., Sturm, T., & Markfelder, T. (2023).
Methodology for Certification-Compliant Effect-Chain Modeling. Systems,
11(3), Article 154. https://doi.org/10.3390/systems11030154
bibtex: '@article{Gräßler_Wiechel_Koch_Sturm_Markfelder_2023, title={Methodology
for Certification-Compliant Effect-Chain Modeling}, volume={11}, DOI={10.3390/systems11030154},
number={3154}, journal={Systems}, publisher={MDPI AG}, author={Gräßler, Iris and
Wiechel, Dominik and Koch, Anna-Sophie and Sturm, Tim and Markfelder, Thomas},
year={2023} }'
chicago: Gräßler, Iris, Dominik Wiechel, Anna-Sophie Koch, Tim Sturm, and Thomas
Markfelder. “Methodology for Certification-Compliant Effect-Chain Modeling.” Systems
11, no. 3 (2023). https://doi.org/10.3390/systems11030154.
ieee: 'I. Gräßler, D. Wiechel, A.-S. Koch, T. Sturm, and T. Markfelder, “Methodology
for Certification-Compliant Effect-Chain Modeling,” Systems, vol. 11, no.
3, Art. no. 154, 2023, doi: 10.3390/systems11030154.'
mla: Gräßler, Iris, et al. “Methodology for Certification-Compliant Effect-Chain
Modeling.” Systems, vol. 11, no. 3, 154, MDPI AG, 2023, doi:10.3390/systems11030154.
short: I. Gräßler, D. Wiechel, A.-S. Koch, T. Sturm, T. Markfelder, Systems 11 (2023).
date_created: 2023-05-03T08:37:36Z
date_updated: 2023-05-03T08:40:22Z
department:
- _id: '152'
doi: 10.3390/systems11030154
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
quality_controlled: '1'
status: public
title: Methodology for Certification-Compliant Effect-Chain Modeling
type: journal_article
user_id: '5905'
volume: 11
year: '2023'
...
---
_id: '45361'
abstract:
- lang: eng
text: The non-orthogonal local submatrix method applied to electronic structure–based
molecular dynamics simulations is shown to exceed 1.1 EFLOP/s in FP16/FP32-mixed
floating-point arithmetic when using 4400 NVIDIA A100 GPUs of the Perlmutter system.
This is enabled by a modification of the original method that pushes the sustained
fraction of the peak performance to about 80%. Example calculations are performed
for SARS-CoV-2 spike proteins with up to 83 million atoms.
article_number: '109434202311776'
article_type: original
author:
- first_name: Robert
full_name: Schade, Robert
id: '75963'
last_name: Schade
orcid: 0000-0002-6268-539
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Hossam
full_name: Elgabarty, Hossam
id: '60250'
last_name: Elgabarty
orcid: 0000-0002-4945-1481
- first_name: Michael
full_name: Lass, Michael
id: '24135'
last_name: Lass
orcid: 0000-0002-5708-7632
- first_name: Thomas
full_name: Kühne, Thomas
id: '49079'
last_name: Kühne
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: Schade R, Kenter T, Elgabarty H, Lass M, Kühne T, Plessl C. Breaking the exascale
barrier for the electronic structure problem in ab-initio molecular dynamics.
The International Journal of High Performance Computing Applications. Published
online 2023. doi:10.1177/10943420231177631
apa: Schade, R., Kenter, T., Elgabarty, H., Lass, M., Kühne, T., & Plessl, C.
(2023). Breaking the exascale barrier for the electronic structure problem in
ab-initio molecular dynamics. The International Journal of High Performance
Computing Applications, Article 109434202311776. https://doi.org/10.1177/10943420231177631
bibtex: '@article{Schade_Kenter_Elgabarty_Lass_Kühne_Plessl_2023, title={Breaking
the exascale barrier for the electronic structure problem in ab-initio molecular
dynamics}, DOI={10.1177/10943420231177631},
number={109434202311776}, journal={The International Journal of High Performance
Computing Applications}, publisher={SAGE Publications}, author={Schade, Robert
and Kenter, Tobias and Elgabarty, Hossam and Lass, Michael and Kühne, Thomas and
Plessl, Christian}, year={2023} }'
chicago: Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Thomas Kühne,
and Christian Plessl. “Breaking the Exascale Barrier for the Electronic Structure
Problem in Ab-Initio Molecular Dynamics.” The International Journal of High
Performance Computing Applications, 2023. https://doi.org/10.1177/10943420231177631.
ieee: 'R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, and C. Plessl, “Breaking
the exascale barrier for the electronic structure problem in ab-initio molecular
dynamics,” The International Journal of High Performance Computing Applications,
Art. no. 109434202311776, 2023, doi: 10.1177/10943420231177631.'
mla: Schade, Robert, et al. “Breaking the Exascale Barrier for the Electronic Structure
Problem in Ab-Initio Molecular Dynamics.” The International Journal of High
Performance Computing Applications, 109434202311776, SAGE Publications, 2023,
doi:10.1177/10943420231177631.
short: R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, C. Plessl, The International
Journal of High Performance Computing Applications (2023).
date_created: 2023-05-30T09:19:09Z
date_updated: 2023-08-02T15:04:53Z
department:
- _id: '27'
- _id: '518'
doi: 10.1177/10943420231177631
keyword:
- Hardware and Architecture
- Theoretical Computer Science
- Software
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://journals.sagepub.com/doi/10.1177/10943420231177631
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: The International Journal of High Performance Computing Applications
publication_identifier:
issn:
- 1094-3420
- 1741-2846
publication_status: published
publisher: SAGE Publications
quality_controlled: '1'
status: public
title: Breaking the exascale barrier for the electronic structure problem in ab-initio
molecular dynamics
type: journal_article
user_id: '75963'
year: '2023'
...
---
_id: '50262'
abstract:
- lang: eng
text: AbstractExplainable artificial intelligence
has mainly focused on static learning scenarios so far. We are interested in dynamic
scenarios where data is sampled progressively, and learning is done in an incremental
rather than a batch mode. We seek efficient incremental algorithms for computing
feature importance (FI). Permutation feature importance (PFI) is a well-established
model-agnostic measure to obtain global FI based on feature marginalization of
absent features. We propose an efficient, model-agnostic algorithm called iPFI
to estimate this measure incrementally and under dynamic modeling conditions including
concept drift. We prove theoretical guarantees on the approximation quality in
terms of expectation and variance. To validate our theoretical findings and the
efficacy of our approaches in incremental scenarios dealing with streaming data
rather than traditional batch settings, we conduct multiple experimental studies
on benchmark data with and without concept drift.
author:
- first_name: Fabian
full_name: Fumagalli, Fabian
last_name: Fumagalli
- first_name: Maximilian
full_name: Muschalik, Maximilian
last_name: Muschalik
- first_name: Eyke
full_name: Hüllermeier, Eyke
last_name: Hüllermeier
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
citation:
ama: 'Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation
feature importance (iPFI): towards online explanations on data streams. Machine
Learning. 2023;112(12):4863-4903. doi:10.1007/s10994-023-06385-y'
apa: 'Fumagalli, F., Muschalik, M., Hüllermeier, E., & Hammer, B. (2023). Incremental
permutation feature importance (iPFI): towards online explanations on data streams.
Machine Learning, 112(12), 4863–4903. https://doi.org/10.1007/s10994-023-06385-y'
bibtex: '@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental
permutation feature importance (iPFI): towards online explanations on data streams},
volume={112}, DOI={10.1007/s10994-023-06385-y},
number={12}, journal={Machine Learning}, publisher={Springer Science and Business
Media LLC}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier,
Eyke and Hammer, Barbara}, year={2023}, pages={4863–4903} }'
chicago: 'Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara
Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations
on Data Streams.” Machine Learning 112, no. 12 (2023): 4863–4903. https://doi.org/10.1007/s10994-023-06385-y.'
ieee: 'F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation
feature importance (iPFI): towards online explanations on data streams,” Machine
Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.'
mla: 'Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI):
Towards Online Explanations on Data Streams.” Machine Learning, vol. 112,
no. 12, Springer Science and Business Media LLC, 2023, pp. 4863–903, doi:10.1007/s10994-023-06385-y.'
short: F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112
(2023) 4863–4903.
date_created: 2024-01-05T21:52:28Z
date_updated: 2025-01-16T16:20:12Z
department:
- _id: '660'
doi: 10.1007/s10994-023-06385-y
intvolume: ' 112'
issue: '12'
keyword:
- Artificial Intelligence
- Software
language:
- iso: eng
page: 4863-4903
project:
- _id: '126'
name: 'TRR 318 - C3: TRR 318 - Subproject C3'
- _id: '117'
name: 'TRR 318 - C: TRR 318 - Project Area C'
- _id: '109'
grant_number: '438445824'
name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
publication: Machine Learning
publication_identifier:
issn:
- 0885-6125
- 1573-0565
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Incremental permutation feature importance (iPFI): towards online explanations
on data streams'
type: journal_article
user_id: '93420'
volume: 112
year: '2023'
...