---
_id: '21004'
abstract:
- lang: eng
text: 'Automated machine learning (AutoML) supports the algorithmic construction
and data-specific customization of machine learning pipelines, including the selection,
combination, and parametrization of machine learning algorithms as main constituents.
Generally speaking, AutoML approaches comprise two major components: a search
space model and an optimizer for traversing the space. Recent approaches have
shown impressive results in the realm of supervised learning, most notably (single-label)
classification (SLC). Moreover, first attempts at extending these approaches towards
multi-label classification (MLC) have been made. While the space of candidate
pipelines is already huge in SLC, the complexity of the search space is raised
to an even higher power in MLC. One may wonder, therefore, whether and to what
extent optimizers established for SLC can scale to this increased complexity,
and how they compare to each other. This paper makes the following contributions:
First, we survey existing approaches to AutoML for MLC. Second, we augment these
approaches with optimizers not previously tried for MLC. Third, we propose a benchmarking
framework that supports a fair and systematic comparison. Fourth, we conduct an
extensive experimental study, evaluating the methods on a suite of MLC problems.
We find a grammar-based best-first search to compare favorably to other optimizers.'
author:
- first_name: Marcel Dominik
full_name: Wever, Marcel Dominik
id: '33176'
last_name: Wever
orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Alexander
full_name: Tornede, Alexander
id: '38209'
last_name: Tornede
- first_name: Felix
full_name: Mohr, Felix
last_name: Mohr
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: 'Wever MD, Tornede A, Mohr F, Hüllermeier E. AutoML for Multi-Label Classification:
Overview and Empirical Evaluation. IEEE Transactions on Pattern Analysis and
Machine Intelligence. Published online 2021:1-1. doi:10.1109/tpami.2021.3051276'
apa: 'Wever, M. D., Tornede, A., Mohr, F., & Hüllermeier, E. (2021). AutoML
for Multi-Label Classification: Overview and Empirical Evaluation. IEEE Transactions
on Pattern Analysis and Machine Intelligence, 1–1. https://doi.org/10.1109/tpami.2021.3051276'
bibtex: '@article{Wever_Tornede_Mohr_Hüllermeier_2021, title={AutoML for Multi-Label
Classification: Overview and Empirical Evaluation}, DOI={10.1109/tpami.2021.3051276},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, author={Wever,
Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke},
year={2021}, pages={1–1} }'
chicago: 'Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier.
“AutoML for Multi-Label Classification: Overview and Empirical Evaluation.” IEEE
Transactions on Pattern Analysis and Machine Intelligence, 2021, 1–1. https://doi.org/10.1109/tpami.2021.3051276.'
ieee: 'M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “AutoML for Multi-Label
Classification: Overview and Empirical Evaluation,” IEEE Transactions on Pattern
Analysis and Machine Intelligence, pp. 1–1, 2021, doi: 10.1109/tpami.2021.3051276.'
mla: 'Wever, Marcel Dominik, et al. “AutoML for Multi-Label Classification: Overview
and Empirical Evaluation.” IEEE Transactions on Pattern Analysis and Machine
Intelligence, 2021, pp. 1–1, doi:10.1109/tpami.2021.3051276.'
short: M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, IEEE Transactions on Pattern
Analysis and Machine Intelligence (2021) 1–1.
date_created: 2021-01-16T14:48:13Z
date_updated: 2022-01-06T06:54:42Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
doi: 10.1109/tpami.2021.3051276
keyword:
- Automated Machine Learning
- Multi Label Classification
- Hierarchical Planning
- Bayesian Optimization
language:
- iso: eng
page: 1-1
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '10'
name: SFB 901 - Subproject B2
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_identifier:
issn:
- 0162-8828
- 2160-9292
- 1939-3539
publication_status: published
status: public
title: 'AutoML for Multi-Label Classification: Overview and Empirical Evaluation'
type: journal_article
user_id: '5786'
year: '2021'
...
---
_id: '21005'
abstract:
- lang: eng
text: Data-parallel applications are developed using different data programming
models, e.g., MapReduce, partition/aggregate. These models represent diverse resource
requirements of application in a datacenter network, which can be represented
by the coflow abstraction. The conventional method of creating hand-crafted coflow
heuristics for admission or scheduling for different workloads is practically
infeasible. In this paper, we propose a deep reinforcement learning (DRL)-based
coflow admission scheme -- LCS -- that can learn an admission policy for a higher-level
performance objective, i.e., maximize successful coflow admissions, without manual
feature engineering. LCS is trained on a production trace, which has online coflow
arrivals. The evaluation results show that LCS is able to learn a reasonable admission
policy that admits more coflows than state-of-the-art Varys heuristic while meeting
their deadlines.
author:
- first_name: Asif
full_name: Hasnain, Asif
id: '63288'
last_name: Hasnain
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Hasnain A, Karl H. Learning Coflow Admissions. In: IEEE INFOCOM 2021 -
IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE
Communications Society. doi:10.1109/INFOCOMWKSHPS51825.2021.9484599'
apa: 'Hasnain, A., & Karl, H. (n.d.). Learning Coflow Admissions. In IEEE
INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).
Vancouver BC Canada: IEEE Communications Society. https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599'
bibtex: '@inproceedings{Hasnain_Karl, title={Learning Coflow Admissions}, DOI={10.1109/INFOCOMWKSHPS51825.2021.9484599},
booktitle={IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops
(INFOCOM WKSHPS)}, publisher={IEEE Communications Society}, author={Hasnain, Asif
and Karl, Holger} }'
chicago: Hasnain, Asif, and Holger Karl. “Learning Coflow Admissions.” In IEEE
INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).
IEEE Communications Society, n.d. https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599.
ieee: A. Hasnain and H. Karl, “Learning Coflow Admissions,” in IEEE INFOCOM 2021
- IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Vancouver
BC Canada.
mla: Hasnain, Asif, and Holger Karl. “Learning Coflow Admissions.” IEEE INFOCOM
2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS),
IEEE Communications Society, doi:10.1109/INFOCOMWKSHPS51825.2021.9484599.
short: 'A. Hasnain, H. Karl, in: IEEE INFOCOM 2021 - IEEE Conference on Computer
Communications Workshops (INFOCOM WKSHPS), IEEE Communications Society, n.d.'
conference:
end_date: 2021-05-13
location: Vancouver BC Canada
name: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications
start_date: 2021-05-10
date_created: 2021-01-16T18:24:19Z
date_updated: 2022-01-06T06:54:42Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/INFOCOMWKSHPS51825.2021.9484599
keyword:
- Coflow scheduling
- Reinforcement learning
- Deadlines
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9484599
project:
- _id: '16'
name: SFB 901 - Subproject C4
- _id: '4'
name: SFB 901 - Project Area C
- _id: '1'
name: SFB 901
publication: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops
(INFOCOM WKSHPS)
publication_status: accepted
publisher: IEEE Communications Society
related_material:
link:
- relation: confirmation
url: https://ieeexplore.ieee.org/document/9484599
status: public
title: Learning Coflow Admissions
type: conference
user_id: '63288'
year: '2021'
...
---
_id: '21065'
abstract:
- lang: eng
text: The machine recognition of speech spoken at a distance from the microphones,
known as far-field automatic speech recognition (ASR), has received a significant
increase of attention in science and industry, which caused or was caused by an
equally significant improvement in recognition accuracy. Meanwhile it has entered
the consumer market with digital home assistants with a spoken language interface
being its most prominent application. Speech recorded at a distance is affected
by various acoustic distortions and, consequently, quite different processing
pipelines have emerged compared to ASR for close-talk speech. A signal enhancement
front-end for dereverberation, source separation and acoustic beamforming is employed
to clean up the speech, and the back-end ASR engine is robustified by multi-condition
training and adaptation. We will also describe the so-called end-to-end approach
to ASR, which is a new promising architecture that has recently been extended
to the far-field scenario. This tutorial article gives an account of the algorithms
used to enable accurate speech recognition from a distance, and it will be seen
that, although deep learning has a significant share in the technological breakthroughs,
a clever combination with traditional signal processing can lead to surprisingly
effective solutions.
author:
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
- first_name: Jahn
full_name: Heymann, Jahn
last_name: Heymann
- first_name: Lukas
full_name: Drude, Lukas
last_name: Drude
- first_name: Shinji
full_name: Watanabe, Shinji
last_name: Watanabe
- first_name: Marc
full_name: Delcroix, Marc
last_name: Delcroix
- first_name: Tomohiro
full_name: Nakatani, Tomohiro
last_name: Nakatani
citation:
ama: Haeb-Umbach R, Heymann J, Drude L, Watanabe S, Delcroix M, Nakatani T. Far-Field
Automatic Speech Recognition. Proceedings of the IEEE. 2021;109(2):124-148.
doi:10.1109/JPROC.2020.3018668
apa: Haeb-Umbach, R., Heymann, J., Drude, L., Watanabe, S., Delcroix, M., &
Nakatani, T. (2021). Far-Field Automatic Speech Recognition. Proceedings of
the IEEE, 109(2), 124–148. https://doi.org/10.1109/JPROC.2020.3018668
bibtex: '@article{Haeb-Umbach_Heymann_Drude_Watanabe_Delcroix_Nakatani_2021, title={Far-Field
Automatic Speech Recognition}, volume={109}, DOI={10.1109/JPROC.2020.3018668},
number={2}, journal={Proceedings of the IEEE}, author={Haeb-Umbach, Reinhold and
Heymann, Jahn and Drude, Lukas and Watanabe, Shinji and Delcroix, Marc and Nakatani,
Tomohiro}, year={2021}, pages={124–148} }'
chicago: 'Haeb-Umbach, Reinhold, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc
Delcroix, and Tomohiro Nakatani. “Far-Field Automatic Speech Recognition.” Proceedings
of the IEEE 109, no. 2 (2021): 124–48. https://doi.org/10.1109/JPROC.2020.3018668.'
ieee: R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, and T. Nakatani,
“Far-Field Automatic Speech Recognition,” Proceedings of the IEEE, vol.
109, no. 2, pp. 124–148, 2021.
mla: Haeb-Umbach, Reinhold, et al. “Far-Field Automatic Speech Recognition.” Proceedings
of the IEEE, vol. 109, no. 2, 2021, pp. 124–48, doi:10.1109/JPROC.2020.3018668.
short: R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, T. Nakatani,
Proceedings of the IEEE 109 (2021) 124–148.
date_created: 2021-01-25T08:15:27Z
date_updated: 2022-01-06T06:54:44Z
ddc:
- '000'
department:
- _id: '54'
doi: 10.1109/JPROC.2020.3018668
file:
- access_level: open_access
content_type: application/pdf
creator: huesera
date_created: 2021-01-25T08:17:23Z
date_updated: 2021-01-25T08:17:23Z
file_id: '21066'
file_name: proceedings_2021_haebumbach_Paper.pdf
file_size: 4173988
relation: main_file
file_date_updated: 2021-01-25T08:17:23Z
has_accepted_license: '1'
intvolume: ' 109'
issue: '2'
language:
- iso: eng
license: https://creativecommons.org/publicdomain/zero/1.0/
oa: '1'
page: 124-148
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the IEEE
status: public
title: Far-Field Automatic Speech Recognition
type: journal_article
user_id: '59789'
volume: 109
year: '2021'
...
---
_id: '21067'
abstract:
- lang: eng
text: Acoustic waves in plates have proven a viable tool for testing and material
characterisation purposes. There are a multitude of options for excitation and
detection of theses waves, such as optical and piezoelectric systems. While optical
systems, with thermoelastic excitation and interferometric detection, have the
benefit of being contactless, they usually require rather complex and expensive
experimental setups. Piezoelectric systems are more easily realised but require
direct contact with the specimen and usually have a limited bandwidth, especially
in case of piezoelectric excitation. In this work, the authors compare the properties
of piezoelectric and optical detection methods for broad-band acoustic signals.
The shape (e. g. the displacement) of a propagating plate wave is given by its
frequency and wave number, allowing to investigate correlations between mode shapes
and received signal strengths. This is aided by evaluations in normalised frequency
and wavenumber space, facilitating comparisons of different specimens. Further,
the authors explore possibilities to utilise the specific properties of the detection
methods to determine acoustic material parameters.
alternative_title:
- Untersuchung von Eigenheiten piezoelektrischer Detektionsmethoden für akustische
Plattenwellen zur Materialcharakterisierung
author:
- first_name: Leander
full_name: Claes, Leander
id: '11829'
last_name: Claes
orcid: 0000-0002-4393-268X
- first_name: Hanna
full_name: Schmiegel, Hanna
last_name: Schmiegel
- first_name: Clemens
full_name: Grünsteidl, Clemens
last_name: Grünsteidl
- first_name: Sarah
full_name: Johannesmann, Sarah
id: '29190'
last_name: Johannesmann
- first_name: Manuel
full_name: Webersen, Manuel
id: '11289'
last_name: Webersen
orcid: 0000-0001-6411-4232
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: Claes L, Schmiegel H, Grünsteidl C, Johannesmann S, Webersen M, Henning B.
Investigating peculiarities of piezoelectric detection methods for acoustic plate
waves in material characterisation applications. tm - Technisches Messen.
2021;88(3):147-155. doi:10.1515/teme-2020-0098
apa: Claes, L., Schmiegel, H., Grünsteidl, C., Johannesmann, S., Webersen, M., &
Henning, B. (2021). Investigating peculiarities of piezoelectric detection methods
for acoustic plate waves in material characterisation applications. Tm - Technisches
Messen, 88(3), 147–155. https://doi.org/10.1515/teme-2020-0098
bibtex: '@article{Claes_Schmiegel_Grünsteidl_Johannesmann_Webersen_Henning_2021,
title={Investigating peculiarities of piezoelectric detection methods for acoustic
plate waves in material characterisation applications}, volume={88}, DOI={10.1515/teme-2020-0098},
number={3}, journal={tm - Technisches Messen}, author={Claes, Leander and Schmiegel,
Hanna and Grünsteidl, Clemens and Johannesmann, Sarah and Webersen, Manuel and
Henning, Bernd}, year={2021}, pages={147–155} }'
chicago: 'Claes, Leander, Hanna Schmiegel, Clemens Grünsteidl, Sarah Johannesmann,
Manuel Webersen, and Bernd Henning. “Investigating Peculiarities of Piezoelectric
Detection Methods for Acoustic Plate Waves in Material Characterisation Applications.”
Tm - Technisches Messen 88, no. 3 (2021): 147–55. https://doi.org/10.1515/teme-2020-0098.'
ieee: L. Claes, H. Schmiegel, C. Grünsteidl, S. Johannesmann, M. Webersen, and B.
Henning, “Investigating peculiarities of piezoelectric detection methods for acoustic
plate waves in material characterisation applications,” tm - Technisches Messen,
vol. 88, no. 3, pp. 147–155, 2021.
mla: Claes, Leander, et al. “Investigating Peculiarities of Piezoelectric Detection
Methods for Acoustic Plate Waves in Material Characterisation Applications.” Tm
- Technisches Messen, vol. 88, no. 3, 2021, pp. 147–55, doi:10.1515/teme-2020-0098.
short: L. Claes, H. Schmiegel, C. Grünsteidl, S. Johannesmann, M. Webersen, B. Henning,
Tm - Technisches Messen 88 (2021) 147–155.
date_created: 2021-01-25T09:38:58Z
date_updated: 2022-01-06T06:54:44Z
department:
- _id: '49'
doi: 10.1515/teme-2020-0098
intvolume: ' 88'
issue: '3'
language:
- iso: eng
page: 147-155
project:
- _id: '105'
grant_number: '449607253'
name: Vermiedene Kreuzungen von Lamb-Wellenmoden in mehrlagigen Strukturen
publication: tm - Technisches Messen
publication_identifier:
issn:
- 2196-7113
- 0171-8096
publication_status: published
status: public
title: Investigating peculiarities of piezoelectric detection methods for acoustic
plate waves in material characterisation applications
type: journal_article
user_id: '11829'
volume: 88
year: '2021'
...
---
_id: '21082'
author:
- first_name: Dominik
full_name: Itner, Dominik
last_name: Itner
- first_name: Hauke
full_name: Gravenkamp, Hauke
last_name: Gravenkamp
- first_name: Dmitrij
full_name: Dreiling, Dmitrij
id: '32616'
last_name: Dreiling
- first_name: Nadine
full_name: Feldmann, Nadine
id: '23082'
last_name: Feldmann
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: Itner D, Gravenkamp H, Dreiling D, Feldmann N, Henning B. Simulation of guided
waves in cylinders subject to arbitrary boundary conditions for applications in
material characterization. PAMM. 2021. doi:10.1002/pamm.202000232
apa: Itner, D., Gravenkamp, H., Dreiling, D., Feldmann, N., & Henning, B. (2021).
Simulation of guided waves in cylinders subject to arbitrary boundary conditions
for applications in material characterization. PAMM. https://doi.org/10.1002/pamm.202000232
bibtex: '@article{Itner_Gravenkamp_Dreiling_Feldmann_Henning_2021, title={Simulation
of guided waves in cylinders subject to arbitrary boundary conditions for applications
in material characterization}, DOI={10.1002/pamm.202000232},
journal={PAMM}, author={Itner, Dominik and Gravenkamp, Hauke and Dreiling, Dmitrij
and Feldmann, Nadine and Henning, Bernd}, year={2021} }'
chicago: Itner, Dominik, Hauke Gravenkamp, Dmitrij Dreiling, Nadine Feldmann, and
Bernd Henning. “Simulation of Guided Waves in Cylinders Subject to Arbitrary Boundary
Conditions for Applications in Material Characterization.” PAMM, 2021.
https://doi.org/10.1002/pamm.202000232.
ieee: D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, and B. Henning, “Simulation
of guided waves in cylinders subject to arbitrary boundary conditions for applications
in material characterization,” PAMM, 2021.
mla: Itner, Dominik, et al. “Simulation of Guided Waves in Cylinders Subject to
Arbitrary Boundary Conditions for Applications in Material Characterization.”
PAMM, 2021, doi:10.1002/pamm.202000232.
short: D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, B. Henning, PAMM (2021).
date_created: 2021-01-26T13:52:47Z
date_updated: 2022-01-06T06:54:44Z
department:
- _id: '49'
doi: 10.1002/pamm.202000232
language:
- iso: eng
project:
- _id: '89'
grant_number: '409779252'
name: Vollständige Bestimmung der akustischen Materialparameter von Polymeren
publication: PAMM
publication_identifier:
issn:
- 1617-7061
- 1617-7061
publication_status: published
status: public
title: Simulation of guided waves in cylinders subject to arbitrary boundary conditions
for applications in material characterization
type: journal_article
user_id: '23082'
year: '2021'
...
---
_id: '21084'
author:
- first_name: Julian
full_name: Werthmann, Julian
id: '50024'
last_name: Werthmann
citation:
ama: Werthmann J. Derandomization and Local Graph Problems in the Node-Capacitated
Clique.; 2021.
apa: Werthmann, J. (2021). Derandomization and Local Graph Problems in the Node-Capacitated
Clique.
bibtex: '@book{Werthmann_2021, title={Derandomization and Local Graph Problems in
the Node-Capacitated Clique}, author={Werthmann, Julian}, year={2021} }'
chicago: Werthmann, Julian. Derandomization and Local Graph Problems in the Node-Capacitated
Clique, 2021.
ieee: J. Werthmann, Derandomization and Local Graph Problems in the Node-Capacitated
Clique. 2021.
mla: Werthmann, Julian. Derandomization and Local Graph Problems in the Node-Capacitated
Clique. 2021.
short: J. Werthmann, Derandomization and Local Graph Problems in the Node-Capacitated
Clique, 2021.
date_created: 2021-01-26T13:58:14Z
date_updated: 2022-01-06T06:54:44Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '5'
name: SFB 901 - Subproject A1
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Derandomization and Local Graph Problems in the Node-Capacitated Clique
type: mastersthesis
user_id: '15504'
year: '2021'
...
---
_id: '21092'
abstract:
- lang: eng
text: "Automated Machine Learning (AutoML) seeks to automatically find so-called
machine learning pipelines that maximize the prediction performance when being
used to train a model on a given dataset. One of the main and yet open challenges
in AutoML is an effective use of computational resources: An AutoML process involves
the evaluation of many candidate pipelines, which are costly but often ineffective
because they are canceled due to a timeout.\r\nIn this paper, we present an approach
to predict the runtime of two-step machine learning pipelines with up to one pre-processor,
which can be used to anticipate whether or not a pipeline will time out. Separate
runtime models are trained offline for each algorithm that may be used in a pipeline,
and an overall prediction is derived from these models. We empirically show that
the approach increases successful evaluations made by an AutoML tool while preserving
or even improving on the previously best solutions."
author:
- first_name: Felix
full_name: Mohr, Felix
last_name: Mohr
- first_name: Marcel Dominik
full_name: Wever, Marcel Dominik
id: '33176'
last_name: Wever
orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Alexander
full_name: Tornede, Alexander
id: '38209'
last_name: Tornede
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: Mohr F, Wever MD, Tornede A, Hüllermeier E. Predicting Machine Learning Pipeline
Runtimes in the Context of Automated Machine Learning. IEEE Transactions on
Pattern Analysis and Machine Intelligence.
apa: Mohr, F., Wever, M. D., Tornede, A., & Hüllermeier, E. (n.d.). Predicting
Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
bibtex: '@article{Mohr_Wever_Tornede_Hüllermeier, title={Predicting Machine Learning
Pipeline Runtimes in the Context of Automated Machine Learning}, journal={IEEE
Transactions on Pattern Analysis and Machine Intelligence}, publisher={IEEE},
author={Mohr, Felix and Wever, Marcel Dominik and Tornede, Alexander and Hüllermeier,
Eyke} }'
chicago: Mohr, Felix, Marcel Dominik Wever, Alexander Tornede, and Eyke Hüllermeier.
“Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine
Learning.” IEEE Transactions on Pattern Analysis and Machine Intelligence,
n.d.
ieee: F. Mohr, M. D. Wever, A. Tornede, and E. Hüllermeier, “Predicting Machine
Learning Pipeline Runtimes in the Context of Automated Machine Learning,” IEEE
Transactions on Pattern Analysis and Machine Intelligence.
mla: Mohr, Felix, et al. “Predicting Machine Learning Pipeline Runtimes in the Context
of Automated Machine Learning.” IEEE Transactions on Pattern Analysis and Machine
Intelligence, IEEE.
short: F. Mohr, M.D. Wever, A. Tornede, E. Hüllermeier, IEEE Transactions on Pattern
Analysis and Machine Intelligence (n.d.).
date_created: 2021-01-27T13:45:52Z
date_updated: 2022-01-06T06:54:45Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '10'
name: SFB 901 - Subproject B2
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_status: accepted
publisher: IEEE
status: public
title: Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine
Learning
type: journal_article
user_id: '5786'
year: '2021'
...
---
_id: '21094'
author:
- first_name: Hazem
full_name: Aldahhak, Hazem
last_name: Aldahhak
- first_name: Conor
full_name: Hogan, Conor
last_name: Hogan
- first_name: Susi
full_name: Lindner, Susi
last_name: Lindner
- first_name: Stephan
full_name: Appelfeller, Stephan
last_name: Appelfeller
- first_name: Holger
full_name: Eisele, Holger
last_name: Eisele
- first_name: Wolf Gero
full_name: Schmidt, Wolf Gero
last_name: Schmidt
- first_name: Mario
full_name: Dähne, Mario
last_name: Dähne
- first_name: Uwe
full_name: Gerstmann, Uwe
last_name: Gerstmann
- first_name: Martin
full_name: Franz, Martin
last_name: Franz
citation:
ama: Aldahhak H, Hogan C, Lindner S, et al. Electronic structure of the Si(111)3×3R30°−B
surface from theory and photoemission spectroscopy. Physical Review B.
2021. doi:10.1103/physrevb.103.035303
apa: Aldahhak, H., Hogan, C., Lindner, S., Appelfeller, S., Eisele, H., Schmidt,
W. G., … Franz, M. (2021). Electronic structure of the Si(111)3×3R30°−B surface
from theory and photoemission spectroscopy. Physical Review B. https://doi.org/10.1103/physrevb.103.035303
bibtex: '@article{Aldahhak_Hogan_Lindner_Appelfeller_Eisele_Schmidt_Dähne_Gerstmann_Franz_2021,
title={Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission
spectroscopy}, DOI={10.1103/physrevb.103.035303},
journal={Physical Review B}, author={Aldahhak, Hazem and Hogan, Conor and Lindner,
Susi and Appelfeller, Stephan and Eisele, Holger and Schmidt, Wolf Gero and Dähne,
Mario and Gerstmann, Uwe and Franz, Martin}, year={2021} }'
chicago: Aldahhak, Hazem, Conor Hogan, Susi Lindner, Stephan Appelfeller, Holger
Eisele, Wolf Gero Schmidt, Mario Dähne, Uwe Gerstmann, and Martin Franz. “Electronic
Structure of the Si(111)3×3R30°−B Surface from Theory and Photoemission Spectroscopy.”
Physical Review B, 2021. https://doi.org/10.1103/physrevb.103.035303.
ieee: H. Aldahhak et al., “Electronic structure of the Si(111)3×3R30°−B surface
from theory and photoemission spectroscopy,” Physical Review B, 2021.
mla: Aldahhak, Hazem, et al. “Electronic Structure of the Si(111)3×3R30°−B Surface
from Theory and Photoemission Spectroscopy.” Physical Review B, 2021, doi:10.1103/physrevb.103.035303.
short: H. Aldahhak, C. Hogan, S. Lindner, S. Appelfeller, H. Eisele, W.G. Schmidt,
M. Dähne, U. Gerstmann, M. Franz, Physical Review B (2021).
date_created: 2021-01-28T11:01:15Z
date_updated: 2022-01-06T06:54:45Z
doi: 10.1103/physrevb.103.035303
language:
- iso: eng
publication: Physical Review B
publication_identifier:
issn:
- 2469-9950
- 2469-9969
publication_status: published
status: public
title: Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission
spectroscopy
type: journal_article
user_id: '26687'
year: '2021'
...
---
_id: '21125'
author:
- first_name: Michael
full_name: Kismann, Michael
last_name: Kismann
- first_name: Dr. Thomas
full_name: Riedl, Dr. Thomas
last_name: Riedl
- first_name: Prof. Dr. Jörg KN
full_name: Lindner, Prof. Dr. Jörg KN
last_name: Lindner
citation:
ama: Kismann M, Riedl DT, Lindner PDJK. Ordered arrays of Si nanopillars with alternating
diameters fabricated by nanosphere lithography and metal-assisted chemical etching.
Materials Science in Semiconductor Processing. 2021.
apa: Kismann, M., Riedl, D. T., & Lindner, P. D. J. K. (2021). Ordered arrays
of Si nanopillars with alternating diameters fabricated by nanosphere lithography
and metal-assisted chemical etching. Materials Science in Semiconductor Processing.
bibtex: '@article{Kismann_Riedl_Lindner_2021, title={Ordered arrays of Si nanopillars
with alternating diameters fabricated by nanosphere lithography and metal-assisted
chemical etching}, journal={Materials Science in Semiconductor Processing}, author={Kismann,
Michael and Riedl, Dr. Thomas and Lindner, Prof. Dr. Jörg KN}, year={2021} }'
chicago: Kismann, Michael, Dr. Thomas Riedl, and Prof. Dr. Jörg KN Lindner. “Ordered
Arrays of Si Nanopillars with Alternating Diameters Fabricated by Nanosphere Lithography
and Metal-Assisted Chemical Etching.” Materials Science in Semiconductor Processing,
2021.
ieee: M. Kismann, D. T. Riedl, and P. D. J. K. Lindner, “Ordered arrays of Si nanopillars
with alternating diameters fabricated by nanosphere lithography and metal-assisted
chemical etching,” Materials Science in Semiconductor Processing, 2021.
mla: Kismann, Michael, et al. “Ordered Arrays of Si Nanopillars with Alternating
Diameters Fabricated by Nanosphere Lithography and Metal-Assisted Chemical Etching.”
Materials Science in Semiconductor Processing, 2021.
short: M. Kismann, D.T. Riedl, P.D.J.K. Lindner, Materials Science in Semiconductor
Processing (2021).
date_created: 2021-02-02T16:41:11Z
date_updated: 2022-01-06T06:54:46Z
department:
- _id: '286'
- _id: '15'
- _id: '321'
- _id: '9'
language:
- iso: eng
publication: Materials Science in Semiconductor Processing
status: public
title: Ordered arrays of Si nanopillars with alternating diameters fabricated by nanosphere
lithography and metal-assisted chemical etching
type: journal_article
user_id: '77496'
year: '2021'
...
---
_id: '21183'
abstract:
- lang: ger
text: Die präzise Kenntnis der Eigenschaften verwendeter Materialien hat große Bedeutung
für den Entwurf technischer Systeme aller Art, aber auch für die Überwachung solcher
Systeme im Betrieb. Für verschiedene physikalische Eigenschaften, Betriebsbedingungen
und Materialklassen werden daher geeignete messtechnische Verfahren zur Materialcharakterisierung
benötigt. In der vorliegenden Arbeit wird ein Verfahren zur ultraschallbasierten
Charakterisierung der mechanischen Eigenschaften von homogenen und faserverstärkten
thermoplastischen Polymeren unter Berücksichtigung der Richtungsabhängigkeit vorgestellt.
Plattenförmige Probekörper werden dazu mittels Laser-Pulsen hoher Energie breitbandig
angeregt und die resultierenden akustischen Lamb-Wellen aufgezeichnet. Auf Basis
der dispersiven Eigenschaften der detektierten Wellenleitermoden werden in einem
inversen Verfahren die Parameter eines linear-elastischen Materialmodells identifiziert.
Darüber hinaus wird ein Verfahren zur vollständigen Charakterisierung der Richtungsabhängigkeit
in orthotropen Materialien wie Faserverbundwerkstoffen unter Verwendung eines
zweidimensionalen Simulationsmodells vorgestellt. Das Messverfahren wird anhand
einer Untersuchungsreihe an künstlich gealterten Polymer- und Faserverbundwerkstoffen
verifiziert und die Übertragbarkeit der Ergebnisse auf den quasistatischen Fall
betrachtet. Im Vergleich mit den Ergebnissen mechanischer Zugversuche werden die
Voraussetzungen und Einschränkungen, insbesondere durch die Annahme eines ideal-elastischen
Materialmodells, diskutiert.
- lang: eng
text: Precise knowledge of material properties is a great concern in the design
of technical systems, and in the monitoring of such systems during operation.
Therefore, metrological processes are required for materials characterisation
with respect to specific physical properties, operational conditions and classes
of materials. In the work presented herein, a measurement procedure for the ultrasonic
characterization of mechanical properties of homogeneous and fiber-reinforced
thermoplastic polymer materials is presented, considering the different degrees
of anisotropy. For this, acoustic Lamb waves are excited in a plate-shaped specimen
using high-energy laser pulses, and then recorded.Based on the dispersive characteristics
of the detected waveguide modes, an inverse procedure is applied to identify the
parameters of a linear-elastic material model. Further, a procedure for completely
characterising the orthotropy of materials like fiber-reinforced composites using
a two-dimensional simulation model is presented. The measurement procedure is
verified by examining artificially aged homogeneous polymers and composites, also
considering the applicability of results to the quasistatic case. Comparing to
the results of corresponding mechanical tensile tests, preconditions and limitations
of the procedure are discussed, specifically regarding the assumption of an ideal-elastic
material model.
author:
- first_name: Manuel
full_name: Webersen, Manuel
id: '11289'
last_name: Webersen
orcid: 0000-0001-6411-4232
citation:
ama: Webersen M. Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften
thermoplastischer Polymerwerkstoffe mittels Ultraschall. Universitätsbibliothek
Paderborn; 2021. doi:10.17619/UNIPB/1-1088
apa: Webersen, M. (2021). Zerstörungsfreie Charakterisierung der elastischen
Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall.
Universitätsbibliothek Paderborn. https://doi.org/10.17619/UNIPB/1-1088
bibtex: '@book{Webersen_2021, title={Zerstörungsfreie Charakterisierung der elastischen
Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall},
DOI={10.17619/UNIPB/1-1088},
publisher={Universitätsbibliothek Paderborn}, author={Webersen, Manuel}, year={2021}
}'
chicago: Webersen, Manuel. Zerstörungsfreie Charakterisierung der elastischen
Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall.
Universitätsbibliothek Paderborn, 2021. https://doi.org/10.17619/UNIPB/1-1088.
ieee: M. Webersen, Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften
thermoplastischer Polymerwerkstoffe mittels Ultraschall. Universitätsbibliothek
Paderborn, 2021.
mla: Webersen, Manuel. Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften
thermoplastischer Polymerwerkstoffe mittels Ultraschall. Universitätsbibliothek
Paderborn, 2021, doi:10.17619/UNIPB/1-1088.
short: M. Webersen, Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften
thermoplastischer Polymerwerkstoffe mittels Ultraschall, Universitätsbibliothek
Paderborn, 2021.
date_created: 2021-02-05T11:47:28Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '49'
doi: 10.17619/UNIPB/1-1088
language:
- iso: ger
publication_status: published
publisher: Universitätsbibliothek Paderborn
status: public
title: Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer
Polymerwerkstoffe mittels Ultraschall
type: dissertation
user_id: '11289'
year: '2021'
...
---
_id: '21195'
author:
- first_name: Christian
full_name: Goelz, Christian
last_name: Goelz
- first_name: Karin
full_name: Mora, Karin
last_name: Mora
- first_name: Julia Kristin
full_name: Stroehlein, Julia Kristin
last_name: Stroehlein
- first_name: Franziska Katharina
full_name: Haase, Franziska Katharina
last_name: Haase
- first_name: Michael
full_name: Dellnitz, Michael
last_name: Dellnitz
- first_name: Claus
full_name: Reinsberger, Claus
last_name: Reinsberger
- first_name: Solveig
full_name: Vieluf, Solveig
last_name: Vieluf
citation:
ama: Goelz C, Mora K, Stroehlein JK, et al. Electrophysiological signatures of dedifferentiation
differ between fit and less fit older adults. Cognitive Neurodynamics.
2021. doi:10.1007/s11571-020-09656-9
apa: Goelz, C., Mora, K., Stroehlein, J. K., Haase, F. K., Dellnitz, M., Reinsberger,
C., & Vieluf, S. (2021). Electrophysiological signatures of dedifferentiation
differ between fit and less fit older adults. Cognitive Neurodynamics.
https://doi.org/10.1007/s11571-020-09656-9
bibtex: '@article{Goelz_Mora_Stroehlein_Haase_Dellnitz_Reinsberger_Vieluf_2021,
title={Electrophysiological signatures of dedifferentiation differ between fit
and less fit older adults}, DOI={10.1007/s11571-020-09656-9},
journal={Cognitive Neurodynamics}, author={Goelz, Christian and Mora, Karin and
Stroehlein, Julia Kristin and Haase, Franziska Katharina and Dellnitz, Michael
and Reinsberger, Claus and Vieluf, Solveig}, year={2021} }'
chicago: Goelz, Christian, Karin Mora, Julia Kristin Stroehlein, Franziska Katharina
Haase, Michael Dellnitz, Claus Reinsberger, and Solveig Vieluf. “Electrophysiological
Signatures of Dedifferentiation Differ between Fit and Less Fit Older Adults.”
Cognitive Neurodynamics, 2021. https://doi.org/10.1007/s11571-020-09656-9.
ieee: C. Goelz et al., “Electrophysiological signatures of dedifferentiation
differ between fit and less fit older adults,” Cognitive Neurodynamics,
2021.
mla: Goelz, Christian, et al. “Electrophysiological Signatures of Dedifferentiation
Differ between Fit and Less Fit Older Adults.” Cognitive Neurodynamics,
2021, doi:10.1007/s11571-020-09656-9.
short: C. Goelz, K. Mora, J.K. Stroehlein, F.K. Haase, M. Dellnitz, C. Reinsberger,
S. Vieluf, Cognitive Neurodynamics (2021).
date_created: 2021-02-08T13:16:07Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '101'
doi: 10.1007/s11571-020-09656-9
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/content/pdf/10.1007/s11571-020-09656-9.pdf
publication: Cognitive Neurodynamics
status: public
title: Electrophysiological signatures of dedifferentiation differ between fit and
less fit older adults
type: journal_article
user_id: '32643'
year: '2021'
...
---
_id: '21197'
author:
- first_name: Ma
full_name: Mengshi, Ma
last_name: Mengshi
citation:
ama: Mengshi M. Self-Stabilizing Arrow Protocol on Spanning Trees with a Low
Diameter.; 2021.
apa: Mengshi, M. (2021). Self-stabilizing Arrow Protocol on Spanning Trees with
a Low Diameter.
bibtex: '@book{Mengshi_2021, title={Self-stabilizing Arrow Protocol on Spanning
Trees with a Low Diameter}, author={Mengshi, Ma}, year={2021} }'
chicago: Mengshi, Ma. Self-Stabilizing Arrow Protocol on Spanning Trees with
a Low Diameter, 2021.
ieee: M. Mengshi, Self-stabilizing Arrow Protocol on Spanning Trees with a Low
Diameter. 2021.
mla: Mengshi, Ma. Self-Stabilizing Arrow Protocol on Spanning Trees with a Low
Diameter. 2021.
short: M. Mengshi, Self-Stabilizing Arrow Protocol on Spanning Trees with a Low
Diameter, 2021.
date_created: 2021-02-09T07:09:22Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '4'
name: SFB 901 - Project Area C
- _id: '5'
name: SFB 901 - Subproject A1
- _id: '13'
name: SFB 901 - Subproject C1
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter
type: bachelorsthesis
user_id: '15504'
year: '2021'
...
---
_id: '21204'
author:
- first_name: Jan-Peter
full_name: Kucklick, Jan-Peter
id: '77066'
last_name: Kucklick
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
citation:
ama: 'Kucklick J-P, Müller O. A Comparison of Multi-View Learning Strategies for
Satellite Image-based Real Estate Appraisal. In: The AAAI-21 Workshop on Knowledge
Discovery from Unstructured Data in Financial Services. ; 2021.'
apa: Kucklick, J.-P., & Müller, O. (2021). A Comparison of Multi-View Learning
Strategies for Satellite Image-based Real Estate Appraisal. In The AAAI-21
Workshop on Knowledge Discovery from Unstructured Data in Financial Services.
bibtex: '@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View
Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={
The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial
Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }'
chicago: Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning
Strategies for Satellite Image-Based Real Estate Appraisal.” In The AAAI-21
Workshop on Knowledge Discovery from Unstructured Data in Financial Services,
2021.
ieee: J.-P. Kucklick and O. Müller, “A Comparison of Multi-View Learning Strategies
for Satellite Image-based Real Estate Appraisal,” in The AAAI-21 Workshop
on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
mla: Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning
Strategies for Satellite Image-Based Real Estate Appraisal.” The AAAI-21 Workshop
on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
short: 'J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery
from Unstructured Data in Financial Services, 2021.'
conference:
name: The Thirty-Fifth AAAI Conference on Artificial Intelligence
date_created: 2021-02-10T10:05:32Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '196'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://aaai-kdf.github.io/kdf2021/assets/pdfs/KDF_21_paper_12.pdf
oa: '1'
publication: ' The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data
in Financial Services'
status: public
title: A Comparison of Multi-View Learning Strategies for Satellite Image-based Real
Estate Appraisal
type: conference
user_id: '71922'
year: '2021'
...
---
_id: '21207'
abstract:
- lang: eng
text: Simple thermal treatment of guanine at temperatures ranging from 600 to 700
°C leads to C1N1 condensates with unprecedented CO2/N2 selectivity when compared
to other carbonaceous solid sorbents. Increasing the surface area of the CN condensates
in the presence of ZnCl2 salt melts enhances the amount of CO2 adsorbed while
preserving the high selectivity values and C1N1 structure. Results indicate that
these new materials show a sorption mechanism a step closer to that of natural
CO2 caption proteins and based on metal free structural cryptopores.
author:
- first_name: Janina
full_name: Kossmann, Janina
last_name: Kossmann
- first_name: Diana
full_name: Piankova, Diana
last_name: Piankova
- first_name: Nadezda
full_name: V. Tarakina, Nadezda
last_name: V. Tarakina
- first_name: Julian Joachim
full_name: Heske, Julian Joachim
id: '53238'
last_name: Heske
- first_name: Thomas
full_name: Kühne, Thomas
id: '49079'
last_name: Kühne
- first_name: Johannes
full_name: Schmidt, Johannes
last_name: Schmidt
- first_name: Markus
full_name: Antonietti, Markus
last_name: Antonietti
- first_name: Nieves
full_name: López-Salas, Nieves
last_name: López-Salas
citation:
ama: Kossmann J, Piankova D, V. Tarakina N, et al. Guanine condensates as covalent
materials and the concept of cryptopores. Carbon. 2021;172:497-505. doi:https://doi.org/10.1016/j.carbon.2020.10.047
apa: Kossmann, J., Piankova, D., V. Tarakina, N., Heske, J. J., Kühne, T., Schmidt,
J., … López-Salas, N. (2021). Guanine condensates as covalent materials and the
concept of cryptopores. Carbon, 172, 497–505. https://doi.org/10.1016/j.carbon.2020.10.047
bibtex: '@article{Kossmann_Piankova_V. Tarakina_Heske_Kühne_Schmidt_Antonietti_López-Salas_2021,
title={Guanine condensates as covalent materials and the concept of cryptopores},
volume={172}, DOI={https://doi.org/10.1016/j.carbon.2020.10.047},
journal={Carbon}, author={Kossmann, Janina and Piankova, Diana and V. Tarakina,
Nadezda and Heske, Julian Joachim and Kühne, Thomas and Schmidt, Johannes and
Antonietti, Markus and López-Salas, Nieves}, year={2021}, pages={497–505} }'
chicago: 'Kossmann, Janina, Diana Piankova, Nadezda V. Tarakina, Julian Joachim
Heske, Thomas Kühne, Johannes Schmidt, Markus Antonietti, and Nieves López-Salas.
“Guanine Condensates as Covalent Materials and the Concept of Cryptopores.” Carbon
172 (2021): 497–505. https://doi.org/10.1016/j.carbon.2020.10.047.'
ieee: J. Kossmann et al., “Guanine condensates as covalent materials and
the concept of cryptopores,” Carbon, vol. 172, pp. 497–505, 2021.
mla: Kossmann, Janina, et al. “Guanine Condensates as Covalent Materials and the
Concept of Cryptopores.” Carbon, vol. 172, 2021, pp. 497–505, doi:https://doi.org/10.1016/j.carbon.2020.10.047.
short: J. Kossmann, D. Piankova, N. V. Tarakina, J.J. Heske, T. Kühne, J. Schmidt,
M. Antonietti, N. López-Salas, Carbon 172 (2021) 497–505.
date_created: 2021-02-11T15:00:58Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '613'
doi: https://doi.org/10.1016/j.carbon.2020.10.047
intvolume: ' 172'
keyword:
- CN
- Cryptopores
- Carbon dioxide capture
language:
- iso: eng
page: 497-505
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Carbon
publication_identifier:
issn:
- 0008-6223
status: public
title: Guanine condensates as covalent materials and the concept of cryptopores
type: journal_article
user_id: '71692'
volume: 172
year: '2021'
...
---
_id: '21208'
abstract:
- lang: eng
text: Heterogeneous platforms with FPGAs have started to be employed in
the High-Performance Computing (HPC) field to improve performance and overall
efficiency. These platforms allow the use of specialized hardware to accelerate
software applications, but require the software to be adapted in what can be a
prolonged and complex process. The main goal of this work is to describe and evaluate
mechanisms that can transparently transfer the control flow between CPU and FPGA
within the scope of HPC. Combining such a mechanism with transparent software
profiling and accelerator configuration could lead to an automatic way of accelerating
regular applications. In this work, a mechanism based on the ptrace system call
is proposed, and its performance on the Intel Xeon+FPGA platform is evaluated.
The feasibility of the proposed approach is demonstrated by a working prototype
that performs the transparent control flow transfer of any function call to a
matching hardware accelerator. This approach is more general than shared library
interposition at the cost of a small time overhead in each accelerator use (about
1.3ms in the prototype implementation).
article_number: '406'
author:
- first_name: Daniel
full_name: Granhão, Daniel
last_name: Granhão
- first_name: João Canas
full_name: Canas Ferreira, João Canas
last_name: Canas Ferreira
citation:
ama: Granhão D, Canas Ferreira JC. Transparent Control Flow Transfer between CPU
and Accelerators for HPC. Electronics. 2021. doi:10.3390/electronics10040406
apa: Granhão, D., & Canas Ferreira, J. C. (2021). Transparent Control Flow Transfer
between CPU and Accelerators for HPC. Electronics. https://doi.org/10.3390/electronics10040406
bibtex: '@article{Granhão_Canas Ferreira_2021, title={Transparent Control Flow Transfer
between CPU and Accelerators for HPC}, DOI={10.3390/electronics10040406},
number={406}, journal={Electronics}, author={Granhão, Daniel and Canas Ferreira,
João Canas}, year={2021} }'
chicago: Granhão, Daniel, and João Canas Canas Ferreira. “Transparent Control Flow
Transfer between CPU and Accelerators for HPC.” Electronics, 2021. https://doi.org/10.3390/electronics10040406.
ieee: D. Granhão and J. C. Canas Ferreira, “Transparent Control Flow Transfer between
CPU and Accelerators for HPC,” Electronics, 2021.
mla: Granhão, Daniel, and João Canas Canas Ferreira. “Transparent Control Flow Transfer
between CPU and Accelerators for HPC.” Electronics, 406, 2021, doi:10.3390/electronics10040406.
short: D. Granhão, J.C. Canas Ferreira, Electronics (2021).
date_created: 2021-02-12T07:22:03Z
date_updated: 2022-01-06T06:54:49Z
doi: 10.3390/electronics10040406
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: Electronics
publication_identifier:
issn:
- 2079-9292
publication_status: published
status: public
title: Transparent Control Flow Transfer between CPU and Accelerators for HPC
type: journal_article
user_id: '61189'
year: '2021'
...
---
_id: '21242'
author:
- first_name: Hedda
full_name: Lüttenberg, Hedda
id: '60612'
last_name: Lüttenberg
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Martin
full_name: Poniatowski, Martin
id: '32441'
last_name: Poniatowski
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
- first_name: Nancy
full_name: Wünderlich, Nancy
id: '36392'
last_name: Wünderlich
citation:
ama: Lüttenberg H, Beverungen D, Poniatowski M, Kundisch D, Wünderlich N. Drei Strategien
zur Etablierung digitaler Plattformen in der Industrie. Wirtschaftsinformatik
& Management. 2021;13(2):120-131.
apa: Lüttenberg, H., Beverungen, D., Poniatowski, M., Kundisch, D., & Wünderlich,
N. (2021). Drei Strategien zur Etablierung digitaler Plattformen in der Industrie.
Wirtschaftsinformatik & Management, 13(2), 120–131.
bibtex: '@article{Lüttenberg_Beverungen_Poniatowski_Kundisch_Wünderlich_2021, title={Drei
Strategien zur Etablierung digitaler Plattformen in der Industrie}, volume={13},
number={2}, journal={Wirtschaftsinformatik & Management}, author={Lüttenberg,
Hedda and Beverungen, Daniel and Poniatowski, Martin and Kundisch, Dennis and
Wünderlich, Nancy}, year={2021}, pages={120–131} }'
chicago: 'Lüttenberg, Hedda, Daniel Beverungen, Martin Poniatowski, Dennis Kundisch,
and Nancy Wünderlich. “Drei Strategien zur Etablierung digitaler Plattformen in
der Industrie.” Wirtschaftsinformatik & Management 13, no. 2 (2021):
120–31.'
ieee: H. Lüttenberg, D. Beverungen, M. Poniatowski, D. Kundisch, and N. Wünderlich,
“Drei Strategien zur Etablierung digitaler Plattformen in der Industrie,” Wirtschaftsinformatik
& Management, vol. 13, no. 2, pp. 120–131, 2021.
mla: Lüttenberg, Hedda, et al. “Drei Strategien zur Etablierung digitaler Plattformen
in der Industrie.” Wirtschaftsinformatik & Management, vol. 13, no.
2, 2021, pp. 120–31.
short: H. Lüttenberg, D. Beverungen, M. Poniatowski, D. Kundisch, N. Wünderlich,
Wirtschaftsinformatik & Management 13 (2021) 120–131.
date_created: 2021-02-16T13:33:57Z
date_updated: 2022-01-06T06:54:51Z
department:
- _id: '276'
intvolume: ' 13'
issue: '2'
language:
- iso: ger
page: 120-131
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
- _id: '97'
name: its OWL - Digital Business
publication: Wirtschaftsinformatik & Management
publication_status: published
status: public
title: Drei Strategien zur Etablierung digitaler Plattformen in der Industrie
type: journal_article
user_id: '477'
volume: 13
year: '2021'
...
---
_id: '21258'
author:
- first_name: Mario
full_name: Franke, Mario
last_name: Franke
- first_name: Florian
full_name: Klingler, Florian
last_name: Klingler
citation:
ama: 'Franke M, Klingler F. HiL meets Commodity Hardware -- SimbaR for coupling
IEEE 802.11 Radio Channels. In: 40th IEEE International Conference on Computer
Communications (INFOCOM 2021), Poster Session. Virtual Conference: IEEE; 2021.'
apa: 'Franke, M., & Klingler, F. (2021). HiL meets Commodity Hardware -- SimbaR
for coupling IEEE 802.11 Radio Channels. In 40th IEEE International Conference
on Computer Communications (INFOCOM 2021), Poster Session. Virtual Conference:
IEEE.'
bibtex: '@inproceedings{Franke_Klingler_2021, place={Virtual Conference}, title={HiL
meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels}, booktitle={40th
IEEE International Conference on Computer Communications (INFOCOM 2021), Poster
Session}, publisher={IEEE}, author={Franke, Mario and Klingler, Florian}, year={2021}
}'
chicago: 'Franke, Mario, and Florian Klingler. “HiL Meets Commodity Hardware --
SimbaR for Coupling IEEE 802.11 Radio Channels.” In 40th IEEE International
Conference on Computer Communications (INFOCOM 2021), Poster Session. Virtual
Conference: IEEE, 2021.'
ieee: M. Franke and F. Klingler, “HiL meets Commodity Hardware -- SimbaR for coupling
IEEE 802.11 Radio Channels,” in 40th IEEE International Conference on Computer
Communications (INFOCOM 2021), Poster Session, 2021.
mla: Franke, Mario, and Florian Klingler. “HiL Meets Commodity Hardware -- SimbaR
for Coupling IEEE 802.11 Radio Channels.” 40th IEEE International Conference
on Computer Communications (INFOCOM 2021), Poster Session, IEEE, 2021.
short: 'M. Franke, F. Klingler, in: 40th IEEE International Conference on Computer
Communications (INFOCOM 2021), Poster Session, IEEE, Virtual Conference, 2021.'
date_created: 2021-02-17T21:45:20Z
date_updated: 2022-01-06T06:54:51Z
place: Virtual Conference
publication: 40th IEEE International Conference on Computer Communications (INFOCOM
2021), Poster Session
publisher: IEEE
status: public
title: HiL meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels
type: conference
user_id: '49153'
year: '2021'
...
---
_id: '21259'
author:
- first_name: Florian
full_name: Klingler, Florian
last_name: Klingler
- first_name: Max
full_name: Schettler, Max
last_name: Schettler
- first_name: Sigrid
full_name: Dimce, Sigrid
last_name: Dimce
- first_name: Muhammad Sohaib
full_name: Amjad, Muhammad Sohaib
last_name: Amjad
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
citation:
ama: 'Klingler F, Schettler M, Dimce S, Amjad MS, Dressler F. mmWave on the Road
-- Field Testing IEEE 802.11ad WLAN at 60 GHz. In: 40th IEEE International
Conference on Computer Communications (INFOCOM 2021), Poster Session. Virtual
Conference: IEEE; 2021.'
apa: 'Klingler, F., Schettler, M., Dimce, S., Amjad, M. S., & Dressler, F. (2021).
mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz. In 40th IEEE
International Conference on Computer Communications (INFOCOM 2021), Poster Session.
Virtual Conference: IEEE.'
bibtex: '@inproceedings{Klingler_Schettler_Dimce_Amjad_Dressler_2021, place={Virtual
Conference}, title={mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at
60 GHz}, booktitle={40th IEEE International Conference on Computer Communications
(INFOCOM 2021), Poster Session}, publisher={IEEE}, author={Klingler, Florian and
Schettler, Max and Dimce, Sigrid and Amjad, Muhammad Sohaib and Dressler, Falko},
year={2021} }'
chicago: 'Klingler, Florian, Max Schettler, Sigrid Dimce, Muhammad Sohaib Amjad,
and Falko Dressler. “MmWave on the Road -- Field Testing IEEE 802.11ad WLAN at
60 GHz.” In 40th IEEE International Conference on Computer Communications (INFOCOM
2021), Poster Session. Virtual Conference: IEEE, 2021.'
ieee: F. Klingler, M. Schettler, S. Dimce, M. S. Amjad, and F. Dressler, “mmWave
on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz,” in 40th IEEE International
Conference on Computer Communications (INFOCOM 2021), Poster Session, 2021.
mla: Klingler, Florian, et al. “MmWave on the Road -- Field Testing IEEE 802.11ad
WLAN at 60 GHz.” 40th IEEE International Conference on Computer Communications
(INFOCOM 2021), Poster Session, IEEE, 2021.
short: 'F. Klingler, M. Schettler, S. Dimce, M.S. Amjad, F. Dressler, in: 40th IEEE
International Conference on Computer Communications (INFOCOM 2021), Poster Session,
IEEE, Virtual Conference, 2021.'
date_created: 2021-02-17T21:46:01Z
date_updated: 2022-01-06T06:54:51Z
place: Virtual Conference
publication: 40th IEEE International Conference on Computer Communications (INFOCOM
2021), Poster Session
publisher: IEEE
status: public
title: mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz
type: conference
user_id: '49153'
year: '2021'
...
---
_id: '21263'
author:
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Daniel
full_name: Winter, Daniel
last_name: Winter
citation:
ama: 'zur Heiden P, Winter D. Discovering Geographical Patterns of Retailers’ Locations
for Successful Retail in City Centers. In: Proceedings of the 16th International
Conference on Wirtschaftsinformatik. ; 2021.'
apa: zur Heiden, P., & Winter, D. (2021). Discovering Geographical Patterns
of Retailers’ Locations for Successful Retail in City Centers. In Proceedings
of the 16th International Conference on Wirtschaftsinformatik.
bibtex: '@inproceedings{zur Heiden_Winter_2021, title={Discovering Geographical
Patterns of Retailers’ Locations for Successful Retail in City Centers}, booktitle={Proceedings
of the 16th International Conference on Wirtschaftsinformatik}, author={zur Heiden,
Philipp and Winter, Daniel}, year={2021} }'
chicago: Heiden, Philipp zur, and Daniel Winter. “Discovering Geographical Patterns
of Retailers’ Locations for Successful Retail in City Centers.” In Proceedings
of the 16th International Conference on Wirtschaftsinformatik, 2021.
ieee: P. zur Heiden and D. Winter, “Discovering Geographical Patterns of Retailers’
Locations for Successful Retail in City Centers,” in Proceedings of the 16th
International Conference on Wirtschaftsinformatik, 2021.
mla: zur Heiden, Philipp, and Daniel Winter. “Discovering Geographical Patterns
of Retailers’ Locations for Successful Retail in City Centers.” Proceedings
of the 16th International Conference on Wirtschaftsinformatik, 2021.
short: 'P. zur Heiden, D. Winter, in: Proceedings of the 16th International Conference
on Wirtschaftsinformatik, 2021.'
date_created: 2021-02-22T10:45:55Z
date_updated: 2022-01-06T06:54:52Z
language:
- iso: eng
main_file_link:
- url: 'https://aisel.aisnet.org/wi2021/UDigitalRetail/Track06/1/ '
publication: Proceedings of the 16th International Conference on Wirtschaftsinformatik
status: public
title: Discovering Geographical Patterns of Retailers' Locations for Successful Retail
in City Centers
type: conference
user_id: '64394'
year: '2021'
...
---
_id: '21264'
abstract:
- lang: eng
text: |-
Abstract
Background
Hand amputation can have a truly debilitating impact on the life of the affected person. A multifunctional myoelectric prosthesis controlled using pattern classification can be used to restore some of the lost motor abilities. However, learning to control an advanced prosthesis can be a challenging task, but virtual and augmented reality (AR) provide means to create an engaging and motivating training.
Methods
In this study, we present a novel training framework that integrates virtual elements within a real scene (AR) while allowing the view from the first-person perspective. The framework was evaluated in 13 able-bodied subjects and a limb-deficient person divided into intervention (IG) and control (CG) groups. The IG received training by performing simulated clothespin task and both groups conducted a pre- and posttest with a real prosthesis. When training with the AR, the subjects received visual feedback on the generated grasping force. The main outcome measure was the number of pins that were successfully transferred within 20 min (task duration), while the number of dropped and broken pins were also registered. The participants were asked to score the difficulty of the real task (posttest), fun-factor and motivation, as well as the utility of the feedback.
Results
The performance (median/interquartile range) consistently increased during the training sessions (4/3 to 22/4). While the results were similar for the two groups in the pretest, the performance improved in the posttest only in IG. In addition, the subjects in IG transferred significantly more pins (28/10.5 versus 14.5/11), and dropped (1/2.5 versus 3.5/2) and broke (5/3.8 versus 14.5/9) significantly fewer pins in the posttest compared to CG. The participants in IG assigned (mean ± std) significantly lower scores to the difficulty compared to CG (5.2 ± 1.9 versus 7.1 ± 0.9), and they highly rated the fun factor (8.7 ± 1.3) and usefulness of feedback (8.5 ± 1.7).
Conclusion
The results demonstrated that the proposed AR system allows for the transfer of skills from the simulated to the real task while providing a positive user experience. The present study demonstrates the effectiveness and flexibility of the proposed AR framework. Importantly, the developed system is open source and available for download and further development.
author:
- first_name: Alexander
full_name: Boschmann, Alexander
last_name: Boschmann
- first_name: Dorothee
full_name: Neuhaus, Dorothee
last_name: Neuhaus
- first_name: Sarah
full_name: Vogt, Sarah
last_name: Vogt
- first_name: Christian
full_name: Kaltschmidt, Christian
last_name: Kaltschmidt
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
- first_name: Strahinja
full_name: Dosen, Strahinja
last_name: Dosen
citation:
ama: Boschmann A, Neuhaus D, Vogt S, Kaltschmidt C, Platzner M, Dosen S. Immersive
augmented reality system for the training of pattern classification control with
a myoelectric prosthesis. Journal of NeuroEngineering and Rehabilitation.
2021. doi:10.1186/s12984-021-00822-6
apa: Boschmann, A., Neuhaus, D., Vogt, S., Kaltschmidt, C., Platzner, M., &
Dosen, S. (2021). Immersive augmented reality system for the training of pattern
classification control with a myoelectric prosthesis. Journal of NeuroEngineering
and Rehabilitation. https://doi.org/10.1186/s12984-021-00822-6
bibtex: '@article{Boschmann_Neuhaus_Vogt_Kaltschmidt_Platzner_Dosen_2021, title={Immersive
augmented reality system for the training of pattern classification control with
a myoelectric prosthesis}, DOI={10.1186/s12984-021-00822-6},
journal={Journal of NeuroEngineering and Rehabilitation}, author={Boschmann, Alexander
and Neuhaus, Dorothee and Vogt, Sarah and Kaltschmidt, Christian and Platzner,
Marco and Dosen, Strahinja}, year={2021} }'
chicago: Boschmann, Alexander, Dorothee Neuhaus, Sarah Vogt, Christian Kaltschmidt,
Marco Platzner, and Strahinja Dosen. “Immersive Augmented Reality System for the
Training of Pattern Classification Control with a Myoelectric Prosthesis.” Journal
of NeuroEngineering and Rehabilitation, 2021. https://doi.org/10.1186/s12984-021-00822-6.
ieee: A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, and S. Dosen,
“Immersive augmented reality system for the training of pattern classification
control with a myoelectric prosthesis,” Journal of NeuroEngineering and Rehabilitation,
2021.
mla: Boschmann, Alexander, et al. “Immersive Augmented Reality System for the Training
of Pattern Classification Control with a Myoelectric Prosthesis.” Journal of
NeuroEngineering and Rehabilitation, 2021, doi:10.1186/s12984-021-00822-6.
short: A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, S. Dosen,
Journal of NeuroEngineering and Rehabilitation (2021).
date_created: 2021-02-22T10:43:02Z
date_updated: 2022-01-06T06:54:52Z
doi: 10.1186/s12984-021-00822-6
language:
- iso: eng
publication: Journal of NeuroEngineering and Rehabilitation
publication_identifier:
issn:
- 1743-0003
publication_status: published
status: public
title: Immersive augmented reality system for the training of pattern classification
control with a myoelectric prosthesis
type: journal_article
user_id: '35756'
year: '2021'
...
---
_id: '21280'
author:
- first_name: Lukas
full_name: Masendorf, Lukas
last_name: Masendorf
- first_name: Michael
full_name: Wächter, Michael
last_name: Wächter
- first_name: Alfons
full_name: Esderts, Alfons
last_name: Esderts
- first_name: Mortaza
full_name: Otroshi, Mortaza
id: '71269'
last_name: Otroshi
orcid: 0000-0002-8652-9209
- first_name: Gerson
full_name: Meschut, Gerson
id: '32056'
last_name: Meschut
orcid: 0000-0002-2763-1246
citation:
ama: 'Masendorf L, Wächter M, Esderts A, Otroshi M, Meschut G. Simulationsbasierte
Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung.
In: ; 2021.'
apa: Masendorf, L., Wächter, M., Esderts, A., Otroshi, M., & Meschut, G. (2021).
Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung
unter zyklischer Belastung. Presented at the 4. Symposium Materialtechnik.
bibtex: '@inproceedings{Masendorf_Wächter_Esderts_Otroshi_Meschut_2021, title={Simulationsbasierte
Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung},
author={Masendorf, Lukas and Wächter, Michael and Esderts, Alfons and Otroshi,
Mortaza and Meschut, Gerson}, year={2021} }'
chicago: Masendorf, Lukas, Michael Wächter, Alfons Esderts, Mortaza Otroshi, and
Gerson Meschut. “Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten
Fügeverbindung unter zyklischer Belastung,” 2021.
ieee: L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, and G. Meschut, “Simulationsbasierte
Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung,”
presented at the 4. Symposium Materialtechnik, 2021.
mla: Masendorf, Lukas, et al. Simulationsbasierte Lebensdauerabschätzung einer
stanzgenieteten Fügeverbindung unter zyklischer Belastung. 2021.
short: 'L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, G. Meschut, in: 2021.'
conference:
end_date: 2021-02-26
name: 4. Symposium Materialtechnik
start_date: 2021-02-25
date_created: 2021-02-25T15:48:41Z
date_updated: 2022-01-06T06:54:52Z
department:
- _id: '157'
language:
- iso: ger
publication_status: published
status: public
title: Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung
unter zyklischer Belastung
type: conference
user_id: '71269'
year: '2021'
...
---
_id: '21284'
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.
full_name: Frick, N.
last_name: Frick
citation:
ama: 'Mirbabaie M, Stieglitz S, Frick N. Hybrid Intelligence in Hospitals: Towards
a Research Agenda for Collaboration and Team-Building. Electronic Markets.
2021.'
apa: 'Mirbabaie, M., Stieglitz, S., & Frick, N. (2021). Hybrid Intelligence
in Hospitals: Towards a Research Agenda for Collaboration and Team-Building. Electronic
Markets.'
bibtex: '@article{Mirbabaie_Stieglitz_Frick_2021, title={Hybrid Intelligence in
Hospitals: Towards a Research Agenda for Collaboration and Team-Building}, journal={Electronic
Markets}, author={Mirbabaie, Milad and Stieglitz, S. and Frick, N.}, year={2021}
}'
chicago: 'Mirbabaie, Milad, S. Stieglitz, and N. Frick. “Hybrid Intelligence in
Hospitals: Towards a Research Agenda for Collaboration and Team-Building.” Electronic
Markets, 2021.'
ieee: 'M. Mirbabaie, S. Stieglitz, and N. Frick, “Hybrid Intelligence in Hospitals:
Towards a Research Agenda for Collaboration and Team-Building,” Electronic
Markets, 2021.'
mla: 'Mirbabaie, Milad, et al. “Hybrid Intelligence in Hospitals: Towards a Research
Agenda for Collaboration and Team-Building.” Electronic Markets, 2021.'
short: M. Mirbabaie, S. Stieglitz, N. Frick, Electronic Markets (2021).
date_created: 2021-02-26T11:23:50Z
date_updated: 2022-01-06T06:54:52Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: Electronic Markets
publication_status: published
status: public
title: 'Hybrid Intelligence in Hospitals: Towards a Research Agenda for Collaboration
and Team-Building'
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21285'
author:
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: F.
full_name: Brünker, F.
last_name: Brünker
- first_name: M.
full_name: Wischnewski, M.
last_name: Wischnewski
- first_name: J.
full_name: Meinert, J.
last_name: Meinert
citation:
ama: Mirbabaie M, Brünker F, Wischnewski M, Meinert J. The Development of Connective
Action during Social Movements on Social Media. ACM Transactions on Social
Computing. 2021.
apa: Mirbabaie, M., Brünker, F., Wischnewski, M., & Meinert, J. (2021). The
Development of Connective Action during Social Movements on Social Media. ACM
Transactions on Social Computing.
bibtex: '@article{Mirbabaie_Brünker_Wischnewski_Meinert_2021, title={The Development
of Connective Action during Social Movements on Social Media}, journal={ACM Transactions
on Social Computing}, author={Mirbabaie, Milad and Brünker, F. and Wischnewski,
M. and Meinert, J.}, year={2021} }'
chicago: Mirbabaie, Milad, F. Brünker, M. Wischnewski, and J. Meinert. “The Development
of Connective Action during Social Movements on Social Media.” ACM Transactions
on Social Computing, 2021.
ieee: M. Mirbabaie, F. Brünker, M. Wischnewski, and J. Meinert, “The Development
of Connective Action during Social Movements on Social Media,” ACM Transactions
on Social Computing, 2021.
mla: Mirbabaie, Milad, et al. “The Development of Connective Action during Social
Movements on Social Media.” ACM Transactions on Social Computing, 2021.
short: M. Mirbabaie, F. Brünker, M. Wischnewski, J. Meinert, ACM Transactions on
Social Computing (2021).
date_created: 2021-02-26T11:33:23Z
date_updated: 2022-01-06T06:54:52Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: ACM Transactions on Social Computing
publication_status: published
status: public
title: The Development of Connective Action during Social Movements on Social Media
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21295'
author:
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: Stefan
full_name: Stieglitz, Stefan
last_name: Stieglitz
- first_name: Ireti
full_name: Amojo, Ireti
last_name: Amojo
citation:
ama: 'Mirbabaie M, Stieglitz S, Amojo I. Affording Technology in Crisis Situations:
The Occurrence of Rumor Sense-Making Processes. Journal of Database Management.
2021.'
apa: 'Mirbabaie, M., Stieglitz, S., & Amojo, I. (2021). Affording Technology
in Crisis Situations: The Occurrence of Rumor Sense-Making Processes. Journal
of Database Management.'
bibtex: '@article{Mirbabaie_Stieglitz_Amojo_2021, title={Affording Technology in
Crisis Situations: The Occurrence of Rumor Sense-Making Processes}, journal={Journal
of Database Management}, author={Mirbabaie, Milad and Stieglitz, Stefan and Amojo,
Ireti}, year={2021} }'
chicago: 'Mirbabaie, Milad, Stefan Stieglitz, and Ireti Amojo. “Affording Technology
in Crisis Situations: The Occurrence of Rumor Sense-Making Processes.” Journal
of Database Management, 2021.'
ieee: 'M. Mirbabaie, S. Stieglitz, and I. Amojo, “Affording Technology in Crisis
Situations: The Occurrence of Rumor Sense-Making Processes,” Journal of Database
Management, 2021.'
mla: 'Mirbabaie, Milad, et al. “Affording Technology in Crisis Situations: The Occurrence
of Rumor Sense-Making Processes.” Journal of Database Management, 2021.'
short: M. Mirbabaie, S. Stieglitz, I. Amojo, Journal of Database Management (2021).
date_created: 2021-02-28T10:10:20Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: Journal of Database Management
publication_status: published
status: public
title: 'Affording Technology in Crisis Situations: The Occurrence of Rumor Sense-Making
Processes'
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21296'
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
- first_name: L.
full_name: Hofeditz, L.
last_name: Hofeditz
- first_name: B.
full_name: Ross, B.
last_name: Ross
- first_name: N.R.J.
full_name: Frick, N.R.J.
last_name: Frick
citation:
ama: Mirbabaie M, Stieglitz S, Brünker F, Hofeditz L, Ross B, Frick NRJ. Understanding
Collaboration with Virtual Assistants – The Role of Social Identity and Extended
Self. Business & Information Systems Engineering . 2021.
apa: Mirbabaie, M., Stieglitz, S., Brünker, F., Hofeditz, L., Ross, B., & Frick,
N. R. J. (2021). Understanding Collaboration with Virtual Assistants – The Role
of Social Identity and Extended Self. Business & Information Systems Engineering
.
bibtex: '@article{Mirbabaie_Stieglitz_Brünker_Hofeditz_Ross_Frick_2021, title={Understanding
Collaboration with Virtual Assistants – The Role of Social Identity and Extended
Self}, journal={Business & Information Systems Engineering }, author={Mirbabaie,
Milad and Stieglitz, S. and Brünker, F. and Hofeditz, L. and Ross, B. and Frick,
N.R.J.}, year={2021} }'
chicago: Mirbabaie, Milad, S. Stieglitz, F. Brünker, L. Hofeditz, B. Ross, and N.R.J.
Frick. “Understanding Collaboration with Virtual Assistants – The Role of Social
Identity and Extended Self.” Business & Information Systems Engineering
, 2021.
ieee: M. Mirbabaie, S. Stieglitz, F. Brünker, L. Hofeditz, B. Ross, and N. R. J.
Frick, “Understanding Collaboration with Virtual Assistants – The Role of Social
Identity and Extended Self,” Business & Information Systems Engineering
, 2021.
mla: Mirbabaie, Milad, et al. “Understanding Collaboration with Virtual Assistants
– The Role of Social Identity and Extended Self.” Business & Information
Systems Engineering , 2021.
short: M. Mirbabaie, S. Stieglitz, F. Brünker, L. Hofeditz, B. Ross, N.R.J. Frick,
Business & Information Systems Engineering (2021).
date_created: 2021-02-28T10:15:29Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: 'Business & Information Systems Engineering '
publication_status: published
status: public
title: Understanding Collaboration with Virtual Assistants – The Role of Social Identity
and Extended Self
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21297'
author:
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: C.
full_name: Ehnis, C.
last_name: Ehnis
- first_name: S.
full_name: Stieglitz, S.
last_name: Stieglitz
- first_name: D.
full_name: Bunker, D.
last_name: Bunker
- first_name: T.
full_name: Rose, T.
last_name: Rose
citation:
ama: Mirbabaie M, Ehnis C, Stieglitz S, Bunker D, Rose T. Digital Nudging in Social
Media Disaster Communication. Information Systems Frontiers. 2021.
apa: Mirbabaie, M., Ehnis, C., Stieglitz, S., Bunker, D., & Rose, T. (2021).
Digital Nudging in Social Media Disaster Communication. Information Systems
Frontiers.
bibtex: '@article{Mirbabaie_Ehnis_Stieglitz_Bunker_Rose_2021, title={Digital Nudging
in Social Media Disaster Communication}, journal={Information Systems Frontiers},
author={Mirbabaie, Milad and Ehnis, C. and Stieglitz, S. and Bunker, D. and Rose,
T.}, year={2021} }'
chicago: Mirbabaie, Milad, C. Ehnis, S. Stieglitz, D. Bunker, and T. Rose. “Digital
Nudging in Social Media Disaster Communication.” Information Systems Frontiers,
2021.
ieee: M. Mirbabaie, C. Ehnis, S. Stieglitz, D. Bunker, and T. Rose, “Digital Nudging
in Social Media Disaster Communication,” Information Systems Frontiers,
2021.
mla: Mirbabaie, Milad, et al. “Digital Nudging in Social Media Disaster Communication.”
Information Systems Frontiers, 2021.
short: M. Mirbabaie, C. Ehnis, S. Stieglitz, D. Bunker, T. Rose, Information Systems
Frontiers (2021).
date_created: 2021-02-28T10:19:28Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: Information Systems Frontiers
publication_status: published
status: public
title: Digital Nudging in Social Media Disaster Communication
type: journal_article
user_id: '88831'
year: '2021'
...
---
_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: '21475'
article_type: letter_note
author:
- first_name: Daniel
full_name: Frese, Daniel
last_name: Frese
- first_name: Qunshuo
full_name: Wei, Qunshuo
last_name: Wei
- first_name: Yongtian
full_name: Wang, Yongtian
last_name: Wang
- first_name: Mirko
full_name: Cinchetti, Mirko
last_name: Cinchetti
- first_name: Lingling
full_name: Huang, Lingling
last_name: Huang
- first_name: Thomas
full_name: Zentgraf, Thomas
id: '30525'
last_name: Zentgraf
orcid: 0000-0002-8662-1101
citation:
ama: Frese D, Wei Q, Wang Y, Cinchetti M, Huang L, Zentgraf T. Nonlinear Bicolor
Holography Using Plasmonic Metasurfaces. ACS Photonics. 2021;8(4):1013-1019.
doi:10.1021/acsphotonics.1c00028
apa: Frese, D., Wei, Q., Wang, Y., Cinchetti, M., Huang, L., & Zentgraf, T.
(2021). Nonlinear Bicolor Holography Using Plasmonic Metasurfaces. ACS Photonics,
8(4), 1013–1019. https://doi.org/10.1021/acsphotonics.1c00028
bibtex: '@article{Frese_Wei_Wang_Cinchetti_Huang_Zentgraf_2021, title={Nonlinear
Bicolor Holography Using Plasmonic Metasurfaces}, volume={8}, DOI={10.1021/acsphotonics.1c00028},
number={4}, journal={ACS Photonics}, author={Frese, Daniel and Wei, Qunshuo and
Wang, Yongtian and Cinchetti, Mirko and Huang, Lingling and Zentgraf, Thomas},
year={2021}, pages={1013–1019} }'
chicago: 'Frese, Daniel, Qunshuo Wei, Yongtian Wang, Mirko Cinchetti, Lingling Huang,
and Thomas Zentgraf. “Nonlinear Bicolor Holography Using Plasmonic Metasurfaces.”
ACS Photonics 8, no. 4 (2021): 1013–19. https://doi.org/10.1021/acsphotonics.1c00028.'
ieee: D. Frese, Q. Wei, Y. Wang, M. Cinchetti, L. Huang, and T. Zentgraf, “Nonlinear
Bicolor Holography Using Plasmonic Metasurfaces,” ACS Photonics, vol. 8,
no. 4, pp. 1013–1019, 2021.
mla: Frese, Daniel, et al. “Nonlinear Bicolor Holography Using Plasmonic Metasurfaces.”
ACS Photonics, vol. 8, no. 4, 2021, pp. 1013–19, doi:10.1021/acsphotonics.1c00028.
short: D. Frese, Q. Wei, Y. Wang, M. Cinchetti, L. Huang, T. Zentgraf, ACS Photonics
8 (2021) 1013–1019.
date_created: 2021-03-12T11:01:53Z
date_updated: 2022-01-06T06:55:00Z
department:
- _id: '15'
- _id: '230'
- _id: '289'
doi: 10.1021/acsphotonics.1c00028
funded_apc: '1'
intvolume: ' 8'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 1013-1019
project:
- _id: '54'
name: TRR 142 - Project Area A
- _id: '65'
name: TRR 142 - Subproject A8
publication: ACS Photonics
publication_identifier:
issn:
- 2330-4022
- 2330-4022
publication_status: published
quality_controlled: '1'
status: public
title: Nonlinear Bicolor Holography Using Plasmonic Metasurfaces
type: journal_article
user_id: '30525'
volume: 8
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'
...
---
_id: '21564'
author:
- first_name: Dominik
full_name: Itner, Dominik
last_name: Itner
- first_name: Hauke
full_name: Gravenkamp, Hauke
last_name: Gravenkamp
- first_name: Dmitrij
full_name: Dreiling, Dmitrij
id: '32616'
last_name: Dreiling
- first_name: Nadine
full_name: Feldmann, Nadine
id: '23082'
last_name: Feldmann
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: Itner D, Gravenkamp H, Dreiling D, Feldmann N, Henning B. On the Forward
Simulation and Cost Functions for the Ultrasonic Material Characterization of
Polymers . GAMM Annual Meeting, Kassel; 2021.
apa: Itner, D., Gravenkamp, H., Dreiling, D., Feldmann, N., & Henning, B. (2021).
On the forward simulation and cost functions for the ultrasonic material characterization
of polymers . GAMM Annual Meeting, Kassel.
bibtex: '@book{Itner_Gravenkamp_Dreiling_Feldmann_Henning_2021, place={GAMM Annual
Meeting, Kassel}, title={On the forward simulation and cost functions for the
ultrasonic material characterization of polymers }, author={Itner, Dominik and
Gravenkamp, Hauke and Dreiling, Dmitrij and Feldmann, Nadine and Henning, Bernd},
year={2021} }'
chicago: Itner, Dominik, Hauke Gravenkamp, Dmitrij Dreiling, Nadine Feldmann, and
Bernd Henning. On the Forward Simulation and Cost Functions for the Ultrasonic
Material Characterization of Polymers . GAMM Annual Meeting, Kassel, 2021.
ieee: D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, and B. Henning, On the
forward simulation and cost functions for the ultrasonic material characterization
of polymers . GAMM Annual Meeting, Kassel, 2021.
mla: Itner, Dominik, et al. On the Forward Simulation and Cost Functions for
the Ultrasonic Material Characterization of Polymers . 2021.
short: D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, B. Henning, On the Forward
Simulation and Cost Functions for the Ultrasonic Material Characterization of
Polymers , GAMM Annual Meeting, Kassel, 2021.
date_created: 2021-03-24T13:37:38Z
date_updated: 2022-01-06T06:55:06Z
department:
- _id: '49'
language:
- iso: eng
place: GAMM Annual Meeting, Kassel
project:
- _id: '89'
grant_number: '409779252'
name: Vollständige Bestimmung der akustischen Materialparameter von Polymeren
status: public
title: 'On the forward simulation and cost functions for the ultrasonic material characterization
of polymers '
type: misc
user_id: '11829'
year: '2021'
...
---
_id: '21569'
abstract:
- lang: eng
text: Die kontinuierliche Weiterentwicklung des eigenen Geschäftsmodells ist für
eine Organisation von entscheidender Bedeutung, um wettbewerbsfähig und somit
nachhaltig erfolgreich zu bleiben. Während für die Entwicklung neuer Geschäftsmodelle
häufig Workshops und einfache Software-Tools zur Visualisierung genutzt werden,
wurden in der Forschung bereits erste Ansätze von datengetriebener Geschäftsmodellentwicklung
(GME) vorgestellt. Diese Ansätze nutzen dabei Daten, Informationen oder auch Wissen
aus internen und externen Unternehmensquellen, um den GME-Prozess zu unterstützen.
Innerhalb dieses Beitrags zeigen wir einige Ansätze aus der aktuellen Literatur
und analysieren wie ihre Datennutzung den GME-Prozess unterstützt. Weiterhin stellen
wir mit dem BMDL Feature Modeler ein Tool vor, welches den GME-Prozess mit Expertenwissen
unterstützt.
author:
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
citation:
ama: 'Gottschalk S, Yigitbas E. Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung:
Ein Überblick über Software-Tools und deren Datennutzung. Vol 1. Gesellschaft
für Informatik; 2021.'
apa: 'Gottschalk, S., & Yigitbas, E. (2021). Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung
(Vol. 1). Gesellschaft für Informatik.'
bibtex: '@book{Gottschalk_Yigitbas_2021, series={WI-MAW-Rundbrief}, title={Von datenbasierter
zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick über Software-Tools
und deren Datennutzung}, volume={1}, publisher={Gesellschaft für Informatik},
author={Gottschalk, Sebastian and Yigitbas, Enes}, year={2021}, collection={WI-MAW-Rundbrief}
}'
chicago: 'Gottschalk, Sebastian, and Enes Yigitbas. Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung.
Vol. 1. WI-MAW-Rundbrief. Gesellschaft für Informatik, 2021.'
ieee: 'S. Gottschalk and E. Yigitbas, Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung,
vol. 1. Gesellschaft für Informatik, 2021.'
mla: 'Gottschalk, Sebastian, and Enes Yigitbas. Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung.
Vol. 1, Gesellschaft für Informatik, 2021.'
short: 'S. Gottschalk, E. Yigitbas, Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung:
Ein Überblick über Software-Tools und deren Datennutzung, Gesellschaft für Informatik,
2021.'
date_created: 2021-03-25T10:02:18Z
date_updated: 2022-01-06T06:55:06Z
department:
- _id: '66'
- _id: '534'
intvolume: ' 1'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://fa-wi-maw.gi.de/fileadmin/FA/WI-MAW/Rundbriefe/3037624_GI_45_Rundbrief_JG27.pdf
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
publication_identifier:
unknown:
- 1610-5753
publisher: Gesellschaft für Informatik
series_title: WI-MAW-Rundbrief
status: public
title: 'Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick
über Software-Tools und deren Datennutzung'
type: report
user_id: '47208'
volume: 1
year: '2021'
...
---
_id: '21570'
author:
- first_name: Tanja
full_name: Tornede, Tanja
id: '40795'
last_name: Tornede
- first_name: Alexander
full_name: Tornede, Alexander
id: '38209'
last_name: Tornede
- first_name: Marcel Dominik
full_name: Wever, Marcel Dominik
id: '33176'
last_name: Wever
orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: 'Tornede T, Tornede A, Wever MD, Hüllermeier E. Coevolution of Remaining Useful
Lifetime Estimation Pipelines for Automated Predictive Maintenance. In: Proceedings
of the Genetic and Evolutionary Computation Conference. ; 2021.'
apa: Tornede, T., Tornede, A., Wever, M. D., & Hüllermeier, E. (2021). Coevolution
of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance.
Proceedings of the Genetic and Evolutionary Computation Conference. Genetic
and Evolutionary Computation Conference.
bibtex: '@inproceedings{Tornede_Tornede_Wever_Hüllermeier_2021, title={Coevolution
of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
author={Tornede, Tanja and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier,
Eyke}, year={2021} }'
chicago: Tornede, Tanja, Alexander Tornede, Marcel Dominik Wever, and Eyke Hüllermeier.
“Coevolution of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive
Maintenance.” In Proceedings of the Genetic and Evolutionary Computation Conference,
2021.
ieee: T. Tornede, A. Tornede, M. D. Wever, and E. Hüllermeier, “Coevolution of Remaining
Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance,” presented
at the Genetic and Evolutionary Computation Conference, 2021.
mla: Tornede, Tanja, et al. “Coevolution of Remaining Useful Lifetime Estimation
Pipelines for Automated Predictive Maintenance.” Proceedings of the Genetic
and Evolutionary Computation Conference, 2021.
short: 'T. Tornede, A. Tornede, M.D. Wever, E. Hüllermeier, in: Proceedings of the
Genetic and Evolutionary Computation Conference, 2021.'
conference:
end_date: 2021-07-14
name: Genetic and Evolutionary Computation Conference
start_date: 2021-07-10
date_created: 2021-03-26T09:14:19Z
date_updated: 2022-01-06T06:55:06Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '10'
name: SFB 901 - Subproject B2
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the Genetic and Evolutionary Computation Conference
status: public
title: Coevolution of Remaining Useful Lifetime Estimation Pipelines for Automated
Predictive Maintenance
type: conference
user_id: '5786'
year: '2021'
...