---
_id: '21298'
author:
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: S.
full_name: Stieglitz, S.
last_name: Stieglitz
- first_name: F.
full_name: Brünker, F.
last_name: Brünker
citation:
ama: Mirbabaie M, Stieglitz S, Brünker F. Dynamics of Convergence Behaviour in Social
Media Crisis Communication – A Complexity Perspective on Peoples’ Behaviour. Information
Technology & People. 2021.
apa: Mirbabaie, M., Stieglitz, S., & Brünker, F. (2021). Dynamics of Convergence
Behaviour in Social Media Crisis Communication – A Complexity Perspective on Peoples’
Behaviour. Information Technology & People.
bibtex: '@article{Mirbabaie_Stieglitz_Brünker_2021, title={Dynamics of Convergence
Behaviour in Social Media Crisis Communication – A Complexity Perspective on Peoples’
Behaviour}, journal={Information Technology & People}, author={Mirbabaie,
Milad and Stieglitz, S. and Brünker, F.}, year={2021} }'
chicago: Mirbabaie, Milad, S. Stieglitz, and F. Brünker. “Dynamics of Convergence
Behaviour in Social Media Crisis Communication – A Complexity Perspective on Peoples’
Behaviour.” Information Technology & People, 2021.
ieee: M. Mirbabaie, S. Stieglitz, and F. Brünker, “Dynamics of Convergence Behaviour
in Social Media Crisis Communication – A Complexity Perspective on Peoples’ Behaviour,”
Information Technology & People, 2021.
mla: Mirbabaie, Milad, et al. “Dynamics of Convergence Behaviour in Social Media
Crisis Communication – A Complexity Perspective on Peoples’ Behaviour.” Information
Technology & People, 2021.
short: M. Mirbabaie, S. Stieglitz, F. Brünker, Information Technology & People
(2021).
date_created: 2021-02-28T10:23:57Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: Information Technology & People
publication_status: published
status: public
title: Dynamics of Convergence Behaviour in Social Media Crisis Communication – A
Complexity Perspective on Peoples’ Behaviour
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21300'
author:
- first_name: A.B.
full_name: Brendel, A.B.
last_name: Brendel
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: T.B.
full_name: Lembcke, T.B.
last_name: Lembcke
- first_name: L.
full_name: Hofeditz, L.
last_name: Hofeditz
citation:
ama: Brendel AB, Mirbabaie M, Lembcke TB, Hofeditz L. Ethical Management of Artificial
Intelligence. Sustainability. 2021.
apa: Brendel, A. B., Mirbabaie, M., Lembcke, T. B., & Hofeditz, L. (2021). Ethical
Management of Artificial Intelligence. Sustainability.
bibtex: '@article{Brendel_Mirbabaie_Lembcke_Hofeditz_2021, title={Ethical Management
of Artificial Intelligence}, journal={Sustainability}, author={Brendel, A.B. and
Mirbabaie, Milad and Lembcke, T.B. and Hofeditz, L.}, year={2021} }'
chicago: Brendel, A.B., Milad Mirbabaie, T.B. Lembcke, and L. Hofeditz. “Ethical
Management of Artificial Intelligence.” Sustainability, 2021.
ieee: A. B. Brendel, M. Mirbabaie, T. B. Lembcke, and L. Hofeditz, “Ethical Management
of Artificial Intelligence,” Sustainability, 2021.
mla: Brendel, A. B., et al. “Ethical Management of Artificial Intelligence.” Sustainability,
2021.
short: A.B. Brendel, M. Mirbabaie, T.B. Lembcke, L. Hofeditz, Sustainability (2021).
date_created: 2021-02-28T10:32:37Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: Sustainability
publication_status: published
status: public
title: Ethical Management of Artificial Intelligence
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21301'
author:
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: S.
full_name: Stieglitz, S.
last_name: Stieglitz
- first_name: N.R.J.
full_name: Frick, N.R.J.
last_name: Frick
- first_name: H.L.
full_name: Möllmann, H.L.
last_name: Möllmann
citation:
ama: 'Mirbabaie M, Stieglitz S, Frick NRJ, Möllmann HL. Driving Digital Transformation
During a Pandemic: Study of Virtual Collaboration in a German Hospital. Journal
of Medical Internet Research Medical Informatics . 2021.'
apa: 'Mirbabaie, M., Stieglitz, S., Frick, N. R. J., & Möllmann, H. L. (2021).
Driving Digital Transformation During a Pandemic: Study of Virtual Collaboration
in a German Hospital. Journal of Medical Internet Research Medical Informatics
.'
bibtex: '@article{Mirbabaie_Stieglitz_Frick_Möllmann_2021, title={Driving Digital
Transformation During a Pandemic: Study of Virtual Collaboration in a German Hospital},
journal={Journal of Medical Internet Research Medical Informatics }, author={Mirbabaie,
Milad and Stieglitz, S. and Frick, N.R.J. and Möllmann, H.L.}, year={2021} }'
chicago: 'Mirbabaie, Milad, S. Stieglitz, N.R.J. Frick, and H.L. Möllmann. “Driving
Digital Transformation During a Pandemic: Study of Virtual Collaboration in a
German Hospital.” Journal of Medical Internet Research Medical Informatics
, 2021.'
ieee: 'M. Mirbabaie, S. Stieglitz, N. R. J. Frick, and H. L. Möllmann, “Driving
Digital Transformation During a Pandemic: Study of Virtual Collaboration in a
German Hospital,” Journal of Medical Internet Research Medical Informatics
, 2021.'
mla: 'Mirbabaie, Milad, et al. “Driving Digital Transformation During a Pandemic:
Study of Virtual Collaboration in a German Hospital.” Journal of Medical Internet
Research Medical Informatics , 2021.'
short: M. Mirbabaie, S. Stieglitz, N.R.J. Frick, H.L. Möllmann, Journal of Medical
Internet Research Medical Informatics (2021).
date_created: 2021-02-28T10:41:40Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: 'Journal of Medical Internet Research Medical Informatics '
publication_status: published
status: public
title: 'Driving Digital Transformation During a Pandemic: Study of Virtual Collaboration
in a German Hospital'
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21313'
author:
- first_name: E.
full_name: Bittner, E.
last_name: Bittner
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: S.
full_name: Morana, S.
last_name: Morana
citation:
ama: 'Bittner E, Mirbabaie M, Morana S. Digital Facilitation Assistance for Collaborative,
Creative Design Processes. In: 54th Hawaii International Conference System
Sciences. ; 2021.'
apa: Bittner, E., Mirbabaie, M., & Morana, S. (2021). Digital Facilitation Assistance
for Collaborative, Creative Design Processes. In 54th Hawaii International
Conference System Sciences.
bibtex: '@inproceedings{Bittner_Mirbabaie_Morana_2021, title={Digital Facilitation
Assistance for Collaborative, Creative Design Processes}, booktitle={54th Hawaii
International Conference System Sciences}, author={Bittner, E. and Mirbabaie,
Milad and Morana, S.}, year={2021} }'
chicago: Bittner, E., Milad Mirbabaie, and S. Morana. “Digital Facilitation Assistance
for Collaborative, Creative Design Processes.” In 54th Hawaii International
Conference System Sciences, 2021.
ieee: E. Bittner, M. Mirbabaie, and S. Morana, “Digital Facilitation Assistance
for Collaborative, Creative Design Processes,” in 54th Hawaii International
Conference System Sciences, 2021.
mla: Bittner, E., et al. “Digital Facilitation Assistance for Collaborative, Creative
Design Processes.” 54th Hawaii International Conference System Sciences,
2021.
short: 'E. Bittner, M. Mirbabaie, S. Morana, in: 54th Hawaii International Conference
System Sciences, 2021.'
conference:
name: 54th Hawaii International Conference System Sciences
date_created: 2021-03-01T07:39:19Z
date_updated: 2022-01-06T06:54:54Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: 54th Hawaii International Conference System Sciences
publication_status: published
status: public
title: Digital Facilitation Assistance for Collaborative, Creative Design Processes
type: conference
user_id: '88831'
year: '2021'
...
---
_id: '21314'
author:
- first_name: J.
full_name: Bührke, J.
last_name: Bührke
- first_name: A.B.
full_name: Brendel, A.B.
last_name: Brendel
- first_name: S.
full_name: Lichtenberg, S.
last_name: Lichtenberg
- first_name: M.
full_name: Greve, M.
last_name: Greve
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
citation:
ama: 'Bührke J, Brendel AB, Lichtenberg S, Greve M, Mirbabaie M. Is Making Mistakes
Human? On the Perception of Typing Errors in Chatbot Communication. In: 54th
Hawaii International Conference System Sciences. ; 2021.'
apa: Bührke, J., Brendel, A. B., Lichtenberg, S., Greve, M., & Mirbabaie, M.
(2021). Is Making Mistakes Human? On the Perception of Typing Errors in Chatbot
Communication. In 54th Hawaii International Conference System Sciences.
bibtex: '@inproceedings{Bührke_Brendel_Lichtenberg_Greve_Mirbabaie_2021, title={Is
Making Mistakes Human? On the Perception of Typing Errors in Chatbot Communication},
booktitle={54th Hawaii International Conference System Sciences}, author={Bührke,
J. and Brendel, A.B. and Lichtenberg, S. and Greve, M. and Mirbabaie, Milad},
year={2021} }'
chicago: Bührke, J., A.B. Brendel, S. Lichtenberg, M. Greve, and Milad Mirbabaie.
“Is Making Mistakes Human? On the Perception of Typing Errors in Chatbot Communication.”
In 54th Hawaii International Conference System Sciences, 2021.
ieee: J. Bührke, A. B. Brendel, S. Lichtenberg, M. Greve, and M. Mirbabaie, “Is
Making Mistakes Human? On the Perception of Typing Errors in Chatbot Communication,”
in 54th Hawaii International Conference System Sciences, 2021.
mla: Bührke, J., et al. “Is Making Mistakes Human? On the Perception of Typing Errors
in Chatbot Communication.” 54th Hawaii International Conference System Sciences,
2021.
short: 'J. Bührke, A.B. Brendel, S. Lichtenberg, M. Greve, M. Mirbabaie, in: 54th
Hawaii International Conference System Sciences, 2021.'
date_created: 2021-03-01T07:44:37Z
date_updated: 2022-01-06T06:54:54Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: 54th Hawaii International Conference System Sciences
publication_status: published
status: public
title: Is Making Mistakes Human? On the Perception of Typing Errors in Chatbot Communication
type: conference
user_id: '88831'
year: '2021'
...
---
_id: '21326'
author:
- first_name: Jörg
full_name: Holtmann, Jörg
id: '3875'
last_name: Holtmann
orcid: 0000-0001-6141-4571
- first_name: Jan-Phillipp
full_name: Steghöfer, Jan-Phillipp
last_name: Steghöfer
- first_name: Michael
full_name: Rath, Michael
last_name: Rath
- first_name: David
full_name: Schmelter, David
id: '40982'
last_name: Schmelter
orcid: 0000-0001-7787-5380
citation:
ama: 'Holtmann J, Steghöfer J-P, Rath M, Schmelter D. Cutting through the Jungle:
Disambiguating Model-based Traceability Terminology (Extended Abstract). In: Koziolek
A, Schaefer I, Seidl C, eds. Software Engineering 2021. Vol P-310. Lecture
Notes in Informatics (LNI). ; 2021:59-60. doi:10.18420/SE2021_18'
apa: 'Holtmann, J., Steghöfer, J.-P., Rath, M., & Schmelter, D. (2021). Cutting
through the Jungle: Disambiguating Model-based Traceability Terminology (Extended
Abstract). In A. Koziolek, I. Schaefer, & C. Seidl (Eds.), Software Engineering
2021 (Vol. P-310, pp. 59–60). Remote / Braunschweig, Germany . https://doi.org/10.18420/SE2021_18'
bibtex: '@inproceedings{Holtmann_Steghöfer_Rath_Schmelter_2021, series={Lecture
Notes in Informatics (LNI)}, title={Cutting through the Jungle: Disambiguating
Model-based Traceability Terminology (Extended Abstract)}, volume={P-310}, DOI={10.18420/SE2021_18}, booktitle={Software
Engineering 2021}, author={Holtmann, Jörg and Steghöfer, Jan-Phillipp and Rath,
Michael and Schmelter, David}, editor={Koziolek, Anne and Schaefer, Ina and Seidl,
ChristophEditors}, year={2021}, pages={59–60}, collection={Lecture Notes in Informatics
(LNI)} }'
chicago: 'Holtmann, Jörg, Jan-Phillipp Steghöfer, Michael Rath, and David Schmelter.
“Cutting through the Jungle: Disambiguating Model-Based Traceability Terminology
(Extended Abstract).” In Software Engineering 2021, edited by Anne Koziolek,
Ina Schaefer, and Christoph Seidl, P-310:59–60. Lecture Notes in Informatics (LNI),
2021. https://doi.org/10.18420/SE2021_18.'
ieee: 'J. Holtmann, J.-P. Steghöfer, M. Rath, and D. Schmelter, “Cutting through
the Jungle: Disambiguating Model-based Traceability Terminology (Extended Abstract),”
in Software Engineering 2021, Remote / Braunschweig, Germany , 2021, vol.
P-310, pp. 59–60.'
mla: 'Holtmann, Jörg, et al. “Cutting through the Jungle: Disambiguating Model-Based
Traceability Terminology (Extended Abstract).” Software Engineering 2021,
edited by Anne Koziolek et al., vol. P-310, 2021, pp. 59–60, doi:10.18420/SE2021_18.'
short: 'J. Holtmann, J.-P. Steghöfer, M. Rath, D. Schmelter, in: A. Koziolek, I.
Schaefer, C. Seidl (Eds.), Software Engineering 2021, 2021, pp. 59–60.'
conference:
end_date: 2021-02-26
location: 'Remote / Braunschweig, Germany '
name: Software Engineering 2021
start_date: 2021-02-22
date_created: 2021-03-01T09:36:39Z
date_updated: 2022-01-06T06:54:54Z
ddc:
- '000'
department:
- _id: '241'
- _id: '662'
doi: 10.18420/SE2021_18
editor:
- first_name: Anne
full_name: Koziolek, Anne
last_name: Koziolek
- first_name: Ina
full_name: Schaefer, Ina
last_name: Schaefer
- first_name: Christoph
full_name: Seidl, Christoph
last_name: Seidl
file:
- access_level: closed
content_type: application/pdf
creator: chrome
date_created: 2021-03-01T09:34:38Z
date_updated: 2021-03-01T09:34:38Z
file_id: '21329'
file_name: HSRS21.pdf
file_size: 148240
relation: main_file
success: 1
file_date_updated: 2021-03-01T09:34:38Z
has_accepted_license: '1'
language:
- iso: eng
page: 59-60
publication: Software Engineering 2021
publication_identifier:
eisbn:
- 978-3-88579-704-3
series_title: Lecture Notes in Informatics (LNI)
status: public
title: 'Cutting through the Jungle: Disambiguating Model-based Traceability Terminology
(Extended Abstract)'
type: conference
user_id: '40982'
volume: P-310
year: '2021'
...
---
_id: '21337'
abstract:
- lang: eng
text: "We present a flexible trust region descend algorithm for unconstrained and\r\nconvexly
constrained multiobjective optimization problems. It is targeted at\r\nheterogeneous
and expensive problems, i.e., problems that have at least one\r\nobjective function
that is computationally expensive. The method is\r\nderivative-free in the sense
that neither need derivative information be\r\navailable for the expensive objectives
nor are gradients approximated using\r\nrepeated function evaluations as is the
case in finite-difference methods.\r\nInstead, a multiobjective trust region approach
is used that works similarly to\r\nits well-known scalar pendants. Local surrogate
models constructed from\r\nevaluation data of the true objective functions are
employed to compute\r\npossible descent directions. In contrast to existing multiobjective
trust\r\nregion algorithms, these surrogates are not polynomial but carefully\r\nconstructed
radial basis function networks. This has the important advantage\r\nthat the number
of data points scales linearly with the parameter space\r\ndimension. The local
models qualify as fully linear and the corresponding\r\ngeneral scalar framework
is adapted for problems with multiple objectives.\r\nConvergence to Pareto critical
points is proven and numerical examples\r\nillustrate our findings."
article_number: '31'
author:
- first_name: Manuel Bastian
full_name: Berkemeier, Manuel Bastian
id: '51701'
last_name: Berkemeier
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Berkemeier MB, Peitz S. Derivative-Free Multiobjective Trust Region Descent
Method Using Radial Basis Function Surrogate Models. Mathematical and Computational
Applications. 2021;26(2). doi:10.3390/mca26020031
apa: Berkemeier, M. B., & Peitz, S. (2021). Derivative-Free Multiobjective Trust
Region Descent Method Using Radial Basis Function Surrogate Models. Mathematical
and Computational Applications, 26(2). https://doi.org/10.3390/mca26020031
bibtex: '@article{Berkemeier_Peitz_2021, title={Derivative-Free Multiobjective Trust
Region Descent Method Using Radial Basis Function Surrogate Models}, volume={26},
DOI={10.3390/mca26020031}, number={231},
journal={Mathematical and Computational Applications}, author={Berkemeier, Manuel
Bastian and Peitz, Sebastian}, year={2021} }'
chicago: Berkemeier, Manuel Bastian, and Sebastian Peitz. “Derivative-Free Multiobjective
Trust Region Descent Method Using Radial Basis Function Surrogate Models.” Mathematical
and Computational Applications 26, no. 2 (2021). https://doi.org/10.3390/mca26020031.
ieee: M. B. Berkemeier and S. Peitz, “Derivative-Free Multiobjective Trust Region
Descent Method Using Radial Basis Function Surrogate Models,” Mathematical
and Computational Applications, vol. 26, no. 2, 2021.
mla: Berkemeier, Manuel Bastian, and Sebastian Peitz. “Derivative-Free Multiobjective
Trust Region Descent Method Using Radial Basis Function Surrogate Models.” Mathematical
and Computational Applications, vol. 26, no. 2, 31, 2021, doi:10.3390/mca26020031.
short: M.B. Berkemeier, S. Peitz, Mathematical and Computational Applications 26
(2021).
date_created: 2021-03-01T10:46:48Z
date_updated: 2022-01-06T06:54:55Z
department:
- _id: '101'
- _id: '655'
doi: 10.3390/mca26020031
intvolume: ' 26'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.mdpi.com/2297-8747/26/2/31/pdf
oa: '1'
publication: Mathematical and Computational Applications
publication_identifier:
eissn:
- 2297-8747
publication_status: published
status: public
title: Derivative-Free Multiobjective Trust Region Descent Method Using Radial Basis
Function Surrogate Models
type: journal_article
user_id: '47427'
volume: 26
year: '2021'
...
---
_id: '21340'
author:
- first_name: Marc
full_name: Wende, Marc
id: '71302'
last_name: Wende
- first_name: Eugeny
full_name: Kenig, Eugeny
id: '665'
last_name: Kenig
citation:
ama: 'Wende M, Kenig E. Konzeption und Inbetriebnahme eines Versuchsstandes zur
Gravidestillation. In: Jahrestreffen Der ProcessNet-Fachgruppen Fluidverfahrenstechnik
Und Wärme- Und Stoffübertragung. Jahrestreffen der ProcessNet-Fachgruppen
Fluidverfahrenstechnik und Wärme- und Stoffübertragung. ; 2021.'
apa: Wende, M., & Kenig, E. (2021). Konzeption und Inbetriebnahme eines Versuchsstandes
zur Gravidestillation. In Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik
und Wärme- und Stoffübertragung. Online-Konferenz.
bibtex: '@inproceedings{Wende_Kenig_2021, series={Jahrestreffen der ProcessNet-Fachgruppen
Fluidverfahrenstechnik und Wärme- und Stoffübertragung}, title={Konzeption und
Inbetriebnahme eines Versuchsstandes zur Gravidestillation}, booktitle={Jahrestreffen
der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Wärme- und Stoffübertragung},
author={Wende, Marc and Kenig, Eugeny}, year={2021}, collection={Jahrestreffen
der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Wärme- und Stoffübertragung}
}'
chicago: Wende, Marc, and Eugeny Kenig. “Konzeption Und Inbetriebnahme Eines Versuchsstandes
Zur Gravidestillation.” In Jahrestreffen Der ProcessNet-Fachgruppen Fluidverfahrenstechnik
Und Wärme- Und Stoffübertragung. Jahrestreffen Der ProcessNet-Fachgruppen
Fluidverfahrenstechnik Und Wärme- Und Stoffübertragung, 2021.
ieee: M. Wende and E. Kenig, “Konzeption und Inbetriebnahme eines Versuchsstandes
zur Gravidestillation,” in Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik
und Wärme- und Stoffübertragung, Online-Konferenz, 2021.
mla: Wende, Marc, and Eugeny Kenig. “Konzeption Und Inbetriebnahme Eines Versuchsstandes
Zur Gravidestillation.” Jahrestreffen Der ProcessNet-Fachgruppen Fluidverfahrenstechnik
Und Wärme- Und Stoffübertragung, 2021.
short: 'M. Wende, E. Kenig, in: Jahrestreffen Der ProcessNet-Fachgruppen Fluidverfahrenstechnik
Und Wärme- Und Stoffübertragung, 2021.'
conference:
end_date: 2021-02-26
location: Online-Konferenz
name: Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Wärme-
und Stoffübertragung
start_date: 2021-02-24
date_created: 2021-03-01T11:52:08Z
date_updated: 2022-01-06T06:54:55Z
department:
- _id: '9'
- _id: '145'
language:
- iso: eng
publication: Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Wärme-
und Stoffübertragung
series_title: Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und
Wärme- und Stoffübertragung
status: public
title: Konzeption und Inbetriebnahme eines Versuchsstandes zur Gravidestillation
type: conference_abstract
user_id: '71302'
year: '2021'
...
---
_id: '21374'
abstract:
- lang: eng
text: A dark-field scanning transmission ion microscopy detector was designed
for the helium ion microscope. The detection principle is based on a secondary
electron conversion holder with an exchangeable aperture strip allowing its acceptance
angle to be tuned from 3 to 98 mrad. The contrast mechanism and performance were
investigated using freestanding nanometer-thin carbon membranes. The results demonstrate
that the detector can be optimized either for most efficient signal collection
or for maximum image contrast. The designed setup allows for the imaging of thin
low-density materials that otherwise provide little signal or contrast and for
a clear end-point detection in the fabrication of nanopores. In addition, the
detector is able to determine the thickness of membranes with sub-nanometer precision
by quantitatively evaluating the image signal and comparing the results with Monte
Carlo simulations. The thickness determined by the dark-field transmission detector
is compared to X-ray photoelectron spectroscopy and energy-filtered transmission
electron microscopy measurements.
author:
- first_name: Daniel
full_name: Emmrich, Daniel
last_name: Emmrich
- first_name: Annalena
full_name: Wolff, Annalena
last_name: Wolff
- first_name: Nikolaus
full_name: Meyerbröker, Nikolaus
last_name: Meyerbröker
- first_name: Jörg
full_name: Lindner, Jörg
id: '20797'
last_name: Lindner
- first_name: André
full_name: Beyer, André
last_name: Beyer
- first_name: Armin
full_name: Gölzhäuser, Armin
last_name: Gölzhäuser
citation:
ama: Emmrich D, Wolff A, Meyerbröker N, Lindner J, Beyer A, Gölzhäuser A. Scanning
transmission helium ion microscopy on carbon nanomembranes. Beilstein Journal
of Nanotechnology. 2021:222-231. doi:10.3762/bjnano.12.18
apa: Emmrich, D., Wolff, A., Meyerbröker, N., Lindner, J., Beyer, A., & Gölzhäuser,
A. (2021). Scanning transmission helium ion microscopy on carbon nanomembranes.
Beilstein Journal of Nanotechnology, 222–231. https://doi.org/10.3762/bjnano.12.18
bibtex: '@article{Emmrich_Wolff_Meyerbröker_Lindner_Beyer_Gölzhäuser_2021, title={Scanning
transmission helium ion microscopy on carbon nanomembranes}, DOI={10.3762/bjnano.12.18},
journal={Beilstein Journal of Nanotechnology}, author={Emmrich, Daniel and Wolff,
Annalena and Meyerbröker, Nikolaus and Lindner, Jörg and Beyer, André and Gölzhäuser,
Armin}, year={2021}, pages={222–231} }'
chicago: Emmrich, Daniel, Annalena Wolff, Nikolaus Meyerbröker, Jörg Lindner, André
Beyer, and Armin Gölzhäuser. “Scanning Transmission Helium Ion Microscopy on Carbon
Nanomembranes.” Beilstein Journal of Nanotechnology, 2021, 222–31. https://doi.org/10.3762/bjnano.12.18.
ieee: D. Emmrich, A. Wolff, N. Meyerbröker, J. Lindner, A. Beyer, and A. Gölzhäuser,
“Scanning transmission helium ion microscopy on carbon nanomembranes,” Beilstein
Journal of Nanotechnology, pp. 222–231, 2021.
mla: Emmrich, Daniel, et al. “Scanning Transmission Helium Ion Microscopy on Carbon
Nanomembranes.” Beilstein Journal of Nanotechnology, 2021, pp. 222–31,
doi:10.3762/bjnano.12.18.
short: D. Emmrich, A. Wolff, N. Meyerbröker, J. Lindner, A. Beyer, A. Gölzhäuser,
Beilstein Journal of Nanotechnology (2021) 222–231.
date_created: 2021-03-04T10:12:59Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '286'
- _id: '321'
- _id: '15'
- _id: '9'
doi: 10.3762/bjnano.12.18
language:
- iso: eng
page: 222-231
publication: Beilstein Journal of Nanotechnology
publication_identifier:
issn:
- 2190-4286
publication_status: published
status: public
title: Scanning transmission helium ion microscopy on carbon nanomembranes
type: journal_article
user_id: '77496'
year: '2021'
...
---
_id: '21376'
author:
- first_name: Matti
full_name: Grabo, Matti
id: '66520'
last_name: Grabo
- first_name: Eugeny
full_name: Kenig, Eugeny
id: '665'
last_name: Kenig
citation:
ama: 'Grabo M, Kenig E. Modellierung eines Latentwärmespeichersystems in Form einer
ungeordneten Schüttung makro-verkapselter PCM-Elemente. In: ; 2021.'
apa: Grabo, M., & Kenig, E. (2021). Modellierung eines Latentwärmespeichersystems
in Form einer ungeordneten Schüttung makro-verkapselter PCM-Elemente. Presented
at the Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Wärme-
und Stoffübertragung, Leipzig.
bibtex: '@inproceedings{Grabo_Kenig_2021, title={Modellierung eines Latentwärmespeichersystems
in Form einer ungeordneten Schüttung makro-verkapselter PCM-Elemente}, author={Grabo,
Matti and Kenig, Eugeny}, year={2021} }'
chicago: Grabo, Matti, and Eugeny Kenig. “Modellierung Eines Latentwärmespeichersystems
in Form Einer Ungeordneten Schüttung Makro-Verkapselter PCM-Elemente,” 2021.
ieee: M. Grabo and E. Kenig, “Modellierung eines Latentwärmespeichersystems in Form
einer ungeordneten Schüttung makro-verkapselter PCM-Elemente,” presented at the
Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Wärme- und
Stoffübertragung, Leipzig, 2021.
mla: Grabo, Matti, and Eugeny Kenig. Modellierung Eines Latentwärmespeichersystems
in Form Einer Ungeordneten Schüttung Makro-Verkapselter PCM-Elemente. 2021.
short: 'M. Grabo, E. Kenig, in: 2021.'
conference:
location: Leipzig
name: Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Wärme-
und Stoffübertragung
date_created: 2021-03-04T11:05:40Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '9'
- _id: '145'
language:
- iso: eng
status: public
title: Modellierung eines Latentwärmespeichersystems in Form einer ungeordneten Schüttung
makro-verkapselter PCM-Elemente
type: conference_abstract
user_id: '66520'
year: '2021'
...
---
_id: '21378'
author:
- first_name: Rita
full_name: Hartel, Rita
id: '14961'
last_name: Hartel
- first_name: Alexander
full_name: Dunst, Alexander
last_name: Dunst
citation:
ama: 'Hartel R, Dunst A. An OCR Pipeline and Semantic Text Analysis for Comics.
In: MANPU 2020: The 4th International Workshop on CoMics ANalysis, Processing
and Understanding@Pattern Recognition. ICPR International Workshops and Challenges.
Cham; 2021. doi:10.1007/978-3-030-68780-9_19'
apa: 'Hartel, R., & Dunst, A. (2021). An OCR Pipeline and Semantic Text Analysis
for Comics. In MANPU 2020: The 4th International Workshop on coMics ANalysis,
Processing and Understanding@Pattern Recognition. ICPR International Workshops
and Challenges. Cham. https://doi.org/10.1007/978-3-030-68780-9_19'
bibtex: '@inproceedings{Hartel_Dunst_2021, place={Cham}, title={An OCR Pipeline
and Semantic Text Analysis for Comics}, DOI={10.1007/978-3-030-68780-9_19},
booktitle={MANPU 2020: The 4th International Workshop on coMics ANalysis, Processing
and Understanding@Pattern Recognition. ICPR International Workshops and Challenges},
author={Hartel, Rita and Dunst, Alexander}, year={2021} }'
chicago: 'Hartel, Rita, and Alexander Dunst. “An OCR Pipeline and Semantic Text
Analysis for Comics.” In MANPU 2020: The 4th International Workshop on CoMics
ANalysis, Processing and Understanding@Pattern Recognition. ICPR International
Workshops and Challenges. Cham, 2021. https://doi.org/10.1007/978-3-030-68780-9_19.'
ieee: 'R. Hartel and A. Dunst, “An OCR Pipeline and Semantic Text Analysis for Comics,”
in MANPU 2020: The 4th International Workshop on coMics ANalysis, Processing
and Understanding@Pattern Recognition. ICPR International Workshops and Challenges,
2021.'
mla: 'Hartel, Rita, and Alexander Dunst. “An OCR Pipeline and Semantic Text Analysis
for Comics.” MANPU 2020: The 4th International Workshop on CoMics ANalysis,
Processing and Understanding@Pattern Recognition. ICPR International Workshops
and Challenges, 2021, doi:10.1007/978-3-030-68780-9_19.'
short: 'R. Hartel, A. Dunst, in: MANPU 2020: The 4th International Workshop on CoMics
ANalysis, Processing and Understanding@Pattern Recognition. ICPR International
Workshops and Challenges, Cham, 2021.'
date_created: 2021-03-04T12:35:22Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '69'
doi: 10.1007/978-3-030-68780-9_19
language:
- iso: eng
place: Cham
publication: 'MANPU 2020: The 4th International Workshop on coMics ANalysis, Processing
and Understanding@Pattern Recognition. ICPR International Workshops and Challenges'
publication_identifier:
isbn:
- '9783030687793'
- '9783030687809'
issn:
- 0302-9743
- 1611-3349
publication_status: published
status: public
title: An OCR Pipeline and Semantic Text Analysis for Comics
type: conference
user_id: '14961'
year: '2021'
...
---
_id: '21431'
author:
- first_name: Nick
full_name: Chudalla, Nick
id: '41235'
last_name: Chudalla
- first_name: Gerson
full_name: Meschut, Gerson
id: '32056'
last_name: Meschut
orcid: 0000-0002-2763-1246
- first_name: Aurélie
full_name: Bartley, Aurélie
last_name: Bartley
- first_name: Tim Michael
full_name: Wibbeke, Tim Michael
last_name: Wibbeke
citation:
ama: 'Chudalla N, Meschut G, Bartley A, Wibbeke TM. Analyse des Versagensverhaltens
geklebter Stahl Verbindungen beim werkstoffschonenden Entfügen in der Karosserieinstandsetzung.
In: DECHEMA, Gesellschaft für Chemische Technik und Biotechnologie e.V., ed. 21.
Kolloquium: Gemeinsame Forschung in Der Klebtechnik. ; 2021.'
apa: 'Chudalla, N., Meschut, G., Bartley, A., & Wibbeke, T. M. (2021). Analyse
des Versagensverhaltens geklebter Stahl Verbindungen beim werkstoffschonenden
Entfügen in der Karosserieinstandsetzung. In DECHEMA, Gesellschaft für Chemische
Technik und Biotechnologie e.V. (Ed.), 21. Kolloquium: Gemeinsame Forschung
in der Klebtechnik.'
bibtex: '@inproceedings{Chudalla_Meschut_Bartley_Wibbeke_2021, title={Analyse des
Versagensverhaltens geklebter Stahl Verbindungen beim werkstoffschonenden Entfügen
in der Karosserieinstandsetzung}, booktitle={21. Kolloquium: Gemeinsame Forschung
in der Klebtechnik}, author={Chudalla, Nick and Meschut, Gerson and Bartley, Aurélie
and Wibbeke, Tim Michael}, editor={DECHEMA, Gesellschaft für Chemische Technik
und Biotechnologie e.V.}, year={2021} }'
chicago: 'Chudalla, Nick, Gerson Meschut, Aurélie Bartley, and Tim Michael Wibbeke.
“Analyse Des Versagensverhaltens Geklebter Stahl Verbindungen Beim Werkstoffschonenden
Entfügen in Der Karosserieinstandsetzung.” In 21. Kolloquium: Gemeinsame Forschung
in Der Klebtechnik, edited by DECHEMA, Gesellschaft für Chemische Technik
und Biotechnologie e.V., 2021.'
ieee: 'N. Chudalla, G. Meschut, A. Bartley, and T. M. Wibbeke, “Analyse des Versagensverhaltens
geklebter Stahl Verbindungen beim werkstoffschonenden Entfügen in der Karosserieinstandsetzung,”
in 21. Kolloquium: Gemeinsame Forschung in der Klebtechnik, 2021.'
mla: 'Chudalla, Nick, et al. “Analyse Des Versagensverhaltens Geklebter Stahl Verbindungen
Beim Werkstoffschonenden Entfügen in Der Karosserieinstandsetzung.” 21. Kolloquium:
Gemeinsame Forschung in Der Klebtechnik, edited by DECHEMA, Gesellschaft für
Chemische Technik und Biotechnologie e.V., 2021.'
short: 'N. Chudalla, G. Meschut, A. Bartley, T.M. Wibbeke, in: DECHEMA, Gesellschaft
für Chemische Technik und Biotechnologie e.V. (Ed.), 21. Kolloquium: Gemeinsame
Forschung in Der Klebtechnik, 2021.'
conference:
end_date: 2021-03-03
name: '21. Kolloquium: Gemeinsame Forschung in der Klebtechnik'
start_date: 2021-03-02
corporate_editor:
- DECHEMA, Gesellschaft für Chemische Technik und Biotechnologie e.V.
date_created: 2021-03-09T12:30:43Z
date_updated: 2022-01-06T06:54:59Z
department:
- _id: '157'
language:
- iso: eng
publication: '21. Kolloquium: Gemeinsame Forschung in der Klebtechnik'
status: public
title: Analyse des Versagensverhaltens geklebter Stahl Verbindungen beim werkstoffschonenden
Entfügen in der Karosserieinstandsetzung
type: conference_abstract
user_id: '41235'
year: '2021'
...
---
_id: '21442'
author:
- first_name: Steffen Rainer
full_name: Tinkloh, Steffen Rainer
id: '72722'
last_name: Tinkloh
- first_name: Tao
full_name: Wu, Tao
last_name: Wu
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
- first_name: Thomas
full_name: Niendorf, Thomas
last_name: Niendorf
citation:
ama: 'Tinkloh SR, Wu T, Tröster T, Niendorf T. Development of a submodel technique
for FFT-based solvers in micromechanical analysis. In: ; 2021.'
apa: Tinkloh, S. R., Wu, T., Tröster, T., & Niendorf, T. (2021). Development
of a submodel technique for FFT-based solvers in micromechanical analysis. Presented
at the 2nd International Conference on Theoretical, Analytical and Computational
Methods for Composite Materials and Composite Structures (online).
bibtex: '@inproceedings{Tinkloh_Wu_Tröster_Niendorf_2021, title={Development of
a submodel technique for FFT-based solvers in micromechanical analysis}, author={Tinkloh,
Steffen Rainer and Wu, Tao and Tröster, Thomas and Niendorf, Thomas}, year={2021}
}'
chicago: Tinkloh, Steffen Rainer, Tao Wu, Thomas Tröster, and Thomas Niendorf. “Development
of a Submodel Technique for FFT-Based Solvers in Micromechanical Analysis,” 2021.
ieee: S. R. Tinkloh, T. Wu, T. Tröster, and T. Niendorf, “Development of a submodel
technique for FFT-based solvers in micromechanical analysis,” presented at the
2nd International Conference on Theoretical, Analytical and Computational Methods
for Composite Materials and Composite Structures (online), 2021.
mla: Tinkloh, Steffen Rainer, et al. Development of a Submodel Technique for
FFT-Based Solvers in Micromechanical Analysis. 2021.
short: 'S.R. Tinkloh, T. Wu, T. Tröster, T. Niendorf, in: 2021.'
conference:
end_date: 2021-03-07
name: 2nd International Conference on Theoretical, Analytical and Computational
Methods for Composite Materials and Composite Structures (online)
start_date: 2021-03-05
date_created: 2021-03-11T09:29:55Z
date_updated: 2022-01-06T06:54:59Z
ddc:
- '620'
department:
- _id: '9'
- _id: '321'
- _id: '149'
keyword:
- Micromechanics
- Fast Fourier Transform (FFT)
- Reduced Order Modelling
- Homogenization
language:
- iso: eng
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: Development of a submodel technique for FFT-based solvers in micromechanical
analysis
type: conference_abstract
user_id: '72722'
year: '2021'
...
---
_id: '21460'
author:
- first_name: Nicholas R. J.
full_name: Frick, Nicholas R. J.
last_name: Frick
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: Stefan
full_name: Stieglitz, Stefan
last_name: Stieglitz
- first_name: Jana
full_name: Salomon, Jana
last_name: Salomon
citation:
ama: 'Frick NRJ, Mirbabaie M, Stieglitz S, Salomon J. Maneuvering through the stormy
seas of digital transformation: the impact of empowering leadership on the AI
readiness of enterprises. Journal of Decision Systems. 2021:1-24. doi:10.1080/12460125.2020.1870065'
apa: 'Frick, N. R. J., Mirbabaie, M., Stieglitz, S., & Salomon, J. (2021). Maneuvering
through the stormy seas of digital transformation: the impact of empowering leadership
on the AI readiness of enterprises. Journal of Decision Systems, 1–24.
https://doi.org/10.1080/12460125.2020.1870065'
bibtex: '@article{Frick_Mirbabaie_Stieglitz_Salomon_2021, title={Maneuvering through
the stormy seas of digital transformation: the impact of empowering leadership
on the AI readiness of enterprises}, DOI={10.1080/12460125.2020.1870065},
journal={Journal of Decision Systems}, author={Frick, Nicholas R. J. and Mirbabaie,
Milad and Stieglitz, Stefan and Salomon, Jana}, year={2021}, pages={1–24} }'
chicago: 'Frick, Nicholas R. J., Milad Mirbabaie, Stefan Stieglitz, and Jana Salomon.
“Maneuvering through the Stormy Seas of Digital Transformation: The Impact of
Empowering Leadership on the AI Readiness of Enterprises.” Journal of Decision
Systems, 2021, 1–24. https://doi.org/10.1080/12460125.2020.1870065.'
ieee: 'N. R. J. Frick, M. Mirbabaie, S. Stieglitz, and J. Salomon, “Maneuvering
through the stormy seas of digital transformation: the impact of empowering leadership
on the AI readiness of enterprises,” Journal of Decision Systems, pp. 1–24,
2021.'
mla: 'Frick, Nicholas R. J., et al. “Maneuvering through the Stormy Seas of Digital
Transformation: The Impact of Empowering Leadership on the AI Readiness of Enterprises.”
Journal of Decision Systems, 2021, pp. 1–24, doi:10.1080/12460125.2020.1870065.'
short: N.R.J. Frick, M. Mirbabaie, S. Stieglitz, J. Salomon, Journal of Decision
Systems (2021) 1–24.
date_created: 2021-03-12T08:43:45Z
date_updated: 2022-01-06T06:55:00Z
department:
- _id: '646'
doi: 10.1080/12460125.2020.1870065
extern: '1'
language:
- iso: eng
page: 1-24
publication: Journal of Decision Systems
publication_identifier:
issn:
- 1246-0125
- 2116-7052
publication_status: published
status: public
title: 'Maneuvering through the stormy seas of digital transformation: the impact
of empowering leadership on the AI readiness of enterprises'
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21478'
abstract:
- lang: eng
text: 'In this work we use autonomous vehicles to improve the performance of Wireless
Sensor Networks (WSNs). In contrast to other autonomous vehicle applications,
WSNs have two metrics for performance evaluation. First, quality of information
(QoI) which is used to measure the quality of sensed data (e.g., measurement uncertainties
or signal strength). Second, quality of service (QoS) which is used to measure
the network''s performance for data forwarding (e.g., delay and packet losses).
As a use case, we consider wireless acoustic sensor networks, where a group of
speakers move inside a room and there are autonomous vehicles installed with microphones
for streaming the audio data. We formulate the problem as a Markov decision problem
(MDP) and solve it using Deep-Q-Networks (DQN). Additionally, we compare the performance
of DQN solution to two different real-world implementations: speakers holding/passing
microphones and microphones being preinstalled in fixed positions. We show that
the performance of autonomous vehicles in terms of QoI and QoS is better than
the real-world implementation in some scenarios. Moreover, we study the impact
of the vehicles speed on the learning process of the DQN solution and show how
low speeds degrade the performance. Finally, we compare the DQN solution to a
heuristic one and provide theoretical analysis of the performance with respect
to dynamic WSNs.'
author:
- first_name: Haitham
full_name: Afifi, Haitham
id: '65718'
last_name: Afifi
- first_name: Arunselvan
full_name: Ramaswamy, Arunselvan
id: '66937'
last_name: Ramaswamy
orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Afifi H, Ramaswamy A, Karl H. Reinforcement Learning for Autonomous Vehicle
Movements in Wireless Sensor Networks. In: 2021 IEEE International Conference
on Communications (ICC): IoT and Sensor Networks Symposium (IEEE ICC’21 - IoTSN
Symposium). Montreal, Canada; 2021.'
apa: 'Afifi, H., Ramaswamy, A., & Karl, H. (2021). Reinforcement Learning for
Autonomous Vehicle Movements in Wireless Sensor Networks. In 2021 IEEE International
Conference on Communications (ICC): IoT and Sensor Networks Symposium (IEEE ICC’21
- IoTSN Symposium). Montreal, Canada.'
bibtex: '@inproceedings{Afifi_Ramaswamy_Karl_2021, place={Montreal, Canada}, title={Reinforcement
Learning for Autonomous Vehicle Movements in Wireless Sensor Networks}, booktitle={2021
IEEE International Conference on Communications (ICC): IoT and Sensor Networks
Symposium (IEEE ICC’21 - IoTSN Symposium)}, author={Afifi, Haitham and Ramaswamy,
Arunselvan and Karl, Holger}, year={2021} }'
chicago: 'Afifi, Haitham, Arunselvan Ramaswamy, and Holger Karl. “Reinforcement
Learning for Autonomous Vehicle Movements in Wireless Sensor Networks.” In 2021
IEEE International Conference on Communications (ICC): IoT and Sensor Networks
Symposium (IEEE ICC’21 - IoTSN Symposium). Montreal, Canada, 2021.'
ieee: 'H. Afifi, A. Ramaswamy, and H. Karl, “Reinforcement Learning for Autonomous
Vehicle Movements in Wireless Sensor Networks,” in 2021 IEEE International
Conference on Communications (ICC): IoT and Sensor Networks Symposium (IEEE ICC’21
- IoTSN Symposium), 2021.'
mla: 'Afifi, Haitham, et al. “Reinforcement Learning for Autonomous Vehicle Movements
in Wireless Sensor Networks.” 2021 IEEE International Conference on Communications
(ICC): IoT and Sensor Networks Symposium (IEEE ICC’21 - IoTSN Symposium),
2021.'
short: 'H. Afifi, A. Ramaswamy, H. Karl, in: 2021 IEEE International Conference
on Communications (ICC): IoT and Sensor Networks Symposium (IEEE ICC’21 - IoTSN
Symposium), Montreal, Canada, 2021.'
date_created: 2021-03-12T16:02:04Z
date_updated: 2022-01-06T06:55:00Z
language:
- iso: eng
place: Montreal, Canada
project:
- _id: '27'
name: Akustische Sensornetzwerke - Teilprojekt "Verteilte akustische Signalverarbeitung
über funkbasierte Sensornetzwerke
publication: '2021 IEEE International Conference on Communications (ICC): IoT and
Sensor Networks Symposium (IEEE ICC''21 - IoTSN Symposium)'
status: public
title: Reinforcement Learning for Autonomous Vehicle Movements in Wireless Sensor
Networks
type: conference
user_id: '65718'
year: '2021'
...
---
_id: '21479'
abstract:
- lang: eng
text: Two of the most important metrics when developing Wireless Sensor Networks
(WSNs) applications are the Quality of Information (QoI) and Quality of Service
(QoS). The former is used to specify the quality of the collected data by the
sensors (e.g., measurements error or signal's intensity), while the latter defines
the network's performance and availability (e.g., packet losses and latency).
In this paper, we consider an example of wireless acoustic sensor networks, where
we select a subset of microphones for two different objectives. First, we maximize
the recording quality under QoS constraints. Second, we apply a trade-off between
QoI and QoS. We formulate the problem as a constrained Markov Decision Problem
(MDP) and solve it using reinforcement learning (RL). We compare the RL solution
to a baseline model and show that in case of QoS-guarantee objective, the RL solution
has an optimality gap up to 1\%. Meanwhile, the RL solution is better than the
baseline with improvements up to 23\%, when using the trade-off objective.
author:
- first_name: Haitham
full_name: Afifi, Haitham
id: '65718'
last_name: Afifi
- first_name: Arunselvan
full_name: Ramaswamy, Arunselvan
id: '66937'
last_name: Ramaswamy
orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Afifi H, Ramaswamy A, Karl H. A Reinforcement Learning QoI/QoS-Aware Approach
in Acoustic Sensor Networks. In: 2021 IEEE 18th Annual Consumer Communications
\& Networking Conference (CCNC) (CCNC 2021). ; 2021.'
apa: Afifi, H., Ramaswamy, A., & Karl, H. (2021). A Reinforcement Learning QoI/QoS-Aware
Approach in Acoustic Sensor Networks. In 2021 IEEE 18th Annual Consumer Communications
\& Networking Conference (CCNC) (CCNC 2021).
bibtex: '@inproceedings{Afifi_Ramaswamy_Karl_2021, title={A Reinforcement Learning
QoI/QoS-Aware Approach in Acoustic Sensor Networks}, booktitle={2021 IEEE 18th
Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021)},
author={Afifi, Haitham and Ramaswamy, Arunselvan and Karl, Holger}, year={2021}
}'
chicago: Afifi, Haitham, Arunselvan Ramaswamy, and Holger Karl. “A Reinforcement
Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks.” In 2021 IEEE
18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC
2021), 2021.
ieee: H. Afifi, A. Ramaswamy, and H. Karl, “A Reinforcement Learning QoI/QoS-Aware
Approach in Acoustic Sensor Networks,” in 2021 IEEE 18th Annual Consumer Communications
\& Networking Conference (CCNC) (CCNC 2021), 2021.
mla: Afifi, Haitham, et al. “A Reinforcement Learning QoI/QoS-Aware Approach in
Acoustic Sensor Networks.” 2021 IEEE 18th Annual Consumer Communications \&
Networking Conference (CCNC) (CCNC 2021), 2021.
short: 'H. Afifi, A. Ramaswamy, H. Karl, in: 2021 IEEE 18th Annual Consumer Communications
\& Networking Conference (CCNC) (CCNC 2021), 2021.'
date_created: 2021-03-12T16:03:53Z
date_updated: 2022-01-06T06:55:00Z
keyword:
- reinforcement learning
- wireless sensor networks
- resource allocation
- acoustic sensor networks
language:
- iso: eng
project:
- _id: '27'
name: Akustische Sensornetzwerke - Teilprojekt "Verteilte akustische Signalverarbeitung
über funkbasierte Sensornetzwerke
publication: 2021 IEEE 18th Annual Consumer Communications \& Networking Conference
(CCNC) (CCNC 2021)
status: public
title: A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks
type: conference
user_id: '65718'
year: '2021'
...
---
_id: '21525'
author:
- first_name: Dominik
full_name: Gutt, Dominik
last_name: Gutt
- first_name: Jürgen
full_name: Neumann, Jürgen
id: '32456'
last_name: Neumann
- first_name: Wael
full_name: Jabr, Wael
last_name: Jabr
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
citation:
ama: 'Gutt D, Neumann J, Jabr W, Kundisch D. The Fate of the App: Economic Implications
of Updating under Reputation Resetting. In: ; 2021.'
apa: 'Gutt, D., Neumann, J., Jabr, W., & Kundisch, D. (2021). The Fate of the
App: Economic Implications of Updating under Reputation Resetting. Presented at
the Sixth Workshop on Information System Design and Economic Behavior (ISDEB 2021),
Virtual Conference/Workshop.'
bibtex: '@inproceedings{Gutt_Neumann_Jabr_Kundisch_2021, title={The Fate of the
App: Economic Implications of Updating under Reputation Resetting}, author={Gutt,
Dominik and Neumann, Jürgen and Jabr, Wael and Kundisch, Dennis}, year={2021}
}'
chicago: 'Gutt, Dominik, Jürgen Neumann, Wael Jabr, and Dennis Kundisch. “The Fate
of the App: Economic Implications of Updating under Reputation Resetting,” 2021.'
ieee: 'D. Gutt, J. Neumann, W. Jabr, and D. Kundisch, “The Fate of the App: Economic
Implications of Updating under Reputation Resetting,” presented at the Sixth Workshop
on Information System Design and Economic Behavior (ISDEB 2021), Virtual Conference/Workshop,
2021.'
mla: 'Gutt, Dominik, et al. The Fate of the App: Economic Implications of Updating
under Reputation Resetting. 2021.'
short: 'D. Gutt, J. Neumann, W. Jabr, D. Kundisch, in: 2021.'
conference:
location: Virtual Conference/Workshop
name: Sixth Workshop on Information System Design and Economic Behavior (ISDEB 2021)
date_created: 2021-03-17T13:11:24Z
date_updated: 2022-01-06T06:55:03Z
department:
- _id: '276'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '8'
name: SFB 901 - Subproject A4
status: public
title: 'The Fate of the App: Economic Implications of Updating under Reputation Resetting'
type: conference
user_id: '477'
year: '2021'
...
---
_id: '21532'
author:
- first_name: Thomas
full_name: Görzen, Thomas
id: '47700'
last_name: Görzen
citation:
ama: Görzen T. “What’s the Point of the Task?” Exploring the Influence of Task Meaning
on Creativity in Crowdsourcing. International Journal of Innovation Management.
2021;25(1). doi:10.1142/S1363919621500079
apa: Görzen, T. (2021). “What’s the Point of the Task?” Exploring the Influence
of Task Meaning on Creativity in Crowdsourcing. International Journal of Innovation
Management, 25(1). https://doi.org/10.1142/S1363919621500079
bibtex: '@article{Görzen_2021, title={“What’s the Point of the Task?” Exploring
the Influence of Task Meaning on Creativity in Crowdsourcing}, volume={25}, DOI={10.1142/S1363919621500079},
number={1}, journal={International Journal of Innovation Management}, author={Görzen,
Thomas}, year={2021} }'
chicago: Görzen, Thomas. “‘What’s the Point of the Task?’ Exploring the Influence
of Task Meaning on Creativity in Crowdsourcing.” International Journal of Innovation
Management 25, no. 1 (2021). https://doi.org/10.1142/S1363919621500079.
ieee: T. Görzen, “‘What’s the Point of the Task?’ Exploring the Influence of Task
Meaning on Creativity in Crowdsourcing,” International Journal of Innovation
Management, vol. 25, no. 1, 2021.
mla: Görzen, Thomas. “‘What’s the Point of the Task?’ Exploring the Influence of
Task Meaning on Creativity in Crowdsourcing.” International Journal of Innovation
Management, vol. 25, no. 1, 2021, doi:10.1142/S1363919621500079.
short: T. Görzen, International Journal of Innovation Management 25 (2021).
date_created: 2021-03-18T10:20:22Z
date_updated: 2022-01-06T06:55:03Z
department:
- _id: '276'
doi: 10.1142/S1363919621500079
intvolume: ' 25'
issue: '1'
language:
- iso: eng
publication: International Journal of Innovation Management
publication_status: published
status: public
title: “What’s the Point of the Task?” Exploring the Influence of Task Meaning on
Creativity in Crowdsourcing
type: journal_article
user_id: '16205'
volume: 25
year: '2021'
...
---
_id: '21535'
author:
- first_name: Viktor
full_name: Bengs, Viktor
last_name: Bengs
- first_name: Róbert
full_name: Busa-Fekete, Róbert
last_name: Busa-Fekete
- first_name: Adil
full_name: El Mesaoudi-Paul, Adil
last_name: El Mesaoudi-Paul
- first_name: Eyke
full_name: Hüllermeier, Eyke
last_name: Hüllermeier
citation:
ama: 'Bengs V, Busa-Fekete R, El Mesaoudi-Paul A, Hüllermeier E. Preference-based
Online Learning with Dueling Bandits: A Survey. Journal of Machine Learning
Research. 2021;22(7):1-108.'
apa: 'Bengs, V., Busa-Fekete, R., El Mesaoudi-Paul, A., & Hüllermeier, E. (2021).
Preference-based Online Learning with Dueling Bandits: A Survey. Journal of
Machine Learning Research, 22(7), 1–108.'
bibtex: '@article{Bengs_Busa-Fekete_El Mesaoudi-Paul_Hüllermeier_2021, title={Preference-based
Online Learning with Dueling Bandits: A Survey}, volume={22}, number={7}, journal={Journal
of Machine Learning Research}, author={Bengs, Viktor and Busa-Fekete, Róbert and
El Mesaoudi-Paul, Adil and Hüllermeier, Eyke}, year={2021}, pages={1–108} }'
chicago: 'Bengs, Viktor, Róbert Busa-Fekete, Adil El Mesaoudi-Paul, and Eyke Hüllermeier.
“Preference-Based Online Learning with Dueling Bandits: A Survey.” Journal
of Machine Learning Research 22, no. 7 (2021): 1–108.'
ieee: 'V. Bengs, R. Busa-Fekete, A. El Mesaoudi-Paul, and E. Hüllermeier, “Preference-based
Online Learning with Dueling Bandits: A Survey,” Journal of Machine Learning
Research, vol. 22, no. 7, pp. 1–108, 2021.'
mla: 'Bengs, Viktor, et al. “Preference-Based Online Learning with Dueling Bandits:
A Survey.” Journal of Machine Learning Research, vol. 22, no. 7, 2021,
pp. 1–108.'
short: V. Bengs, R. Busa-Fekete, A. El Mesaoudi-Paul, E. Hüllermeier, Journal of
Machine Learning Research 22 (2021) 1–108.
date_created: 2021-03-18T11:15:38Z
date_updated: 2022-01-06T06:55:03Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: ' 22'
issue: '7'
language:
- iso: eng
page: 1-108
publication: Journal of Machine Learning Research
quality_controlled: '1'
status: public
title: 'Preference-based Online Learning with Dueling Bandits: A Survey'
type: journal_article
user_id: '76599'
volume: 22
year: '2021'
...
---
_id: '21543'
abstract:
- lang: eng
text: "Services often consist of multiple chained components such as microservices
in a service mesh, or machine learning functions in a pipeline. Providing these
services requires online coordination including scaling the service, placing instance
of all components in the network, scheduling traffic to these instances, and routing
traffic through the network. Optimized service coordination is still a hard problem
due to many influencing factors such as rapidly arriving user demands and limited
node and link capacity. Existing approaches to solve the problem are often built
on rigid models and assumptions, tailored to specific scenarios. If the scenario
changes and the assumptions no longer hold, they easily break and require manual
adjustments by experts. Novel self-learning approaches using deep reinforcement
learning (DRL) are promising but still have limitations as they only address simplified
versions of the problem and are typically centralized and thus do not scale to
practical large-scale networks.\r\n\r\nTo address these issues, we propose a distributed
self-learning service coordination approach using DRL. After centralized training,
we deploy a distributed DRL agent at each node in the network, making fast coordination
decisions locally in parallel with the other nodes. Each agent only observes its
direct neighbors and does not need global knowledge. Hence, our approach scales
independently from the size of the network. In our extensive evaluation using
real-world network topologies and traffic traces, we show that our proposed approach
outperforms a state-of-the-art conventional heuristic as well as a centralized
DRL approach (60% higher throughput on average) while requiring less time per
online decision (1 ms)."
author:
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Haydar
full_name: Qarawlus, Haydar
last_name: Qarawlus
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Schneider SB, Qarawlus H, Karl H. Distributed Online Service Coordination
Using Deep Reinforcement Learning. In: IEEE International Conference on Distributed
Computing Systems (ICDCS). IEEE; 2021.'
apa: 'Schneider, S. B., Qarawlus, H., & Karl, H. (2021). Distributed Online
Service Coordination Using Deep Reinforcement Learning. In IEEE International
Conference on Distributed Computing Systems (ICDCS). Washington, DC, USA:
IEEE.'
bibtex: '@inproceedings{Schneider_Qarawlus_Karl_2021, title={Distributed Online
Service Coordination Using Deep Reinforcement Learning}, booktitle={IEEE International
Conference on Distributed Computing Systems (ICDCS)}, publisher={IEEE}, author={Schneider,
Stefan Balthasar and Qarawlus, Haydar and Karl, Holger}, year={2021} }'
chicago: Schneider, Stefan Balthasar, Haydar Qarawlus, and Holger Karl. “Distributed
Online Service Coordination Using Deep Reinforcement Learning.” In IEEE International
Conference on Distributed Computing Systems (ICDCS). IEEE, 2021.
ieee: S. B. Schneider, H. Qarawlus, and H. Karl, “Distributed Online Service Coordination
Using Deep Reinforcement Learning,” in IEEE International Conference on Distributed
Computing Systems (ICDCS), Washington, DC, USA, 2021.
mla: Schneider, Stefan Balthasar, et al. “Distributed Online Service Coordination
Using Deep Reinforcement Learning.” IEEE International Conference on Distributed
Computing Systems (ICDCS), IEEE, 2021.
short: 'S.B. Schneider, H. Qarawlus, H. Karl, in: IEEE International Conference
on Distributed Computing Systems (ICDCS), IEEE, 2021.'
conference:
location: Washington, DC, USA
name: IEEE International Conference on Distributed Computing Systems (ICDCS)
date_created: 2021-03-18T17:15:47Z
date_updated: 2022-01-06T06:55:04Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: stschn
date_created: 2021-03-18T17:12:56Z
date_updated: 2021-03-18T17:12:56Z
file_id: '21544'
file_name: public_author_version.pdf
file_size: 606321
relation: main_file
title: Distributed Online Service Coordination Using Deep Reinforcement Learning
file_date_updated: 2021-03-18T17:12:56Z
has_accepted_license: '1'
keyword:
- network management
- service management
- coordination
- reinforcement learning
- distributed
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: IEEE International Conference on Distributed Computing Systems (ICDCS)
publisher: IEEE
related_material:
link:
- relation: software
url: https://github.com/ RealVNF/distributed-drl-coordination
status: public
title: Distributed Online Service Coordination Using Deep Reinforcement Learning
type: conference
user_id: '35343'
year: '2021'
...