---
_id: '35791'
author:
- first_name: D.
full_name: Scheer, D.
last_name: Scheer
- first_name: Désirée
full_name: Laubenstein, Désirée
id: '52682'
last_name: Laubenstein
citation:
ama: 'Scheer D, Laubenstein D. Auswirkungen der Corona-Schulschließungen auf Schülerinnen
und Schüler mit und ohne Förderbedarf der emotionalen und sozialen Entwicklung
(COFESE) - online. In: ; 2020.'
apa: Scheer, D., & Laubenstein, D. (2020). Auswirkungen der Corona-Schulschließungen
auf Schülerinnen und Schüler mit und ohne Förderbedarf der emotionalen und sozialen
Entwicklung (COFESE) - online. AESF-Herbsttagung, Potsdam.
bibtex: '@inproceedings{Scheer_Laubenstein_2020, title={Auswirkungen der Corona-Schulschließungen
auf Schülerinnen und Schüler mit und ohne Förderbedarf der emotionalen und sozialen
Entwicklung (COFESE) - online.}, author={Scheer, D. and Laubenstein, Désirée},
year={2020} }'
chicago: Scheer, D., and Désirée Laubenstein. “Auswirkungen Der Corona-Schulschließungen
Auf Schülerinnen Und Schüler Mit Und Ohne Förderbedarf Der Emotionalen Und Sozialen
Entwicklung (COFESE) - Online.,” 2020.
ieee: D. Scheer and D. Laubenstein, “Auswirkungen der Corona-Schulschließungen auf
Schülerinnen und Schüler mit und ohne Förderbedarf der emotionalen und sozialen
Entwicklung (COFESE) - online.,” presented at the AESF-Herbsttagung, Potsdam,
2020.
mla: Scheer, D., and Désirée Laubenstein. Auswirkungen Der Corona-Schulschließungen
Auf Schülerinnen Und Schüler Mit Und Ohne Förderbedarf Der Emotionalen Und Sozialen
Entwicklung (COFESE) - Online. 2020.
short: 'D. Scheer, D. Laubenstein, in: 2020.'
conference:
location: Potsdam
name: AESF-Herbsttagung
start_date: 2020-07.06
date_created: 2023-01-10T10:56:17Z
date_updated: 2023-01-11T12:08:31Z
department:
- _id: '454'
language:
- iso: eng
status: public
title: Auswirkungen der Corona-Schulschließungen auf Schülerinnen und Schüler mit
und ohne Förderbedarf der emotionalen und sozialen Entwicklung (COFESE) - online.
type: conference
user_id: '58446'
year: '2020'
...
---
_id: '36373'
alternative_title:
- by Neriko Musha Doerr, New York/Oxford, Berghahn Books, 2019, 232 pp., $135.00/£99.00
(hardback), ISBN 978-1-78920-115-4
author:
- first_name: Andreas
full_name: Pöllmann, Andreas
last_name: Pöllmann
citation:
ama: 'Pöllmann A. Transforming study abroad: a handbook. Compare: A Journal of
Comparative and International Education. 2020;51(4):629-630. doi:10.1080/03057925.2020.1769882'
apa: 'Pöllmann, A. (2020). Transforming study abroad: a handbook. In Compare:
A Journal of Comparative and International Education (Vol. 51, Issue 4, pp.
629–630). Informa UK Limited. https://doi.org/10.1080/03057925.2020.1769882'
bibtex: '@article{Pöllmann_2020, title={Transforming study abroad: a handbook},
volume={51}, DOI={10.1080/03057925.2020.1769882},
number={4}, journal={Compare: A Journal of Comparative and International Education},
publisher={Informa UK Limited}, author={Pöllmann, Andreas}, year={2020}, pages={629–630}
}'
chicago: 'Pöllmann, Andreas. “Transforming Study Abroad: A Handbook.” Compare:
A Journal of Comparative and International Education. Informa UK Limited,
2020. https://doi.org/10.1080/03057925.2020.1769882.'
ieee: 'A. Pöllmann, “Transforming study abroad: a handbook,” Compare: A Journal
of Comparative and International Education, vol. 51, no. 4. Informa UK Limited,
pp. 629–630, 2020, doi: 10.1080/03057925.2020.1769882.'
mla: 'Pöllmann, Andreas. “Transforming Study Abroad: A Handbook.” Compare: A
Journal of Comparative and International Education, vol. 51, no. 4, Informa
UK Limited, 2020, pp. 629–30, doi:10.1080/03057925.2020.1769882.'
short: 'A. Pöllmann, Compare: A Journal of Comparative and International Education
51 (2020) 629–630.'
date_created: 2023-01-12T10:25:08Z
date_updated: 2023-01-12T10:47:07Z
department:
- _id: '453'
doi: 10.1080/03057925.2020.1769882
intvolume: ' 51'
issue: '4'
keyword:
- Education
language:
- iso: eng
page: 629-630
publication: 'Compare: A Journal of Comparative and International Education'
publication_identifier:
issn:
- 0305-7925
- 1469-3623
publication_status: published
publisher: Informa UK Limited
status: public
title: 'Transforming study abroad: a handbook'
type: review
user_id: '77437'
volume: 51
year: '2020'
...
---
_id: '46325'
abstract:
- lang: eng
text: Clustering is an important technique in data analysis which can reveal hidden
patterns and unknown relationships in the data. A common problem in clustering
is the proper choice of parameter settings. To tackle this, automated algorithm
configuration is available which can automatically find the best parameter settings.
In practice, however, many of our today’s data sources are data streams due to
the widespread deployment of sensors, the internet-of-things or (social) media.
Stream clustering aims to tackle this challenge by identifying, tracking and updating
clusters over time. Unfortunately, none of the existing approaches for automated
algorithm configuration are directly applicable to the streaming scenario. In
this paper, we explore the possibility of automated algorithm configuration for
stream clustering algorithms using an ensemble of different configurations. In
first experiments, we demonstrate that our approach is able to automatically find
superior configurations and refine them over time.
author:
- first_name: Matthias
full_name: Carnein, Matthias
last_name: Carnein
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Albert
full_name: Bifet, Albert
last_name: Bifet
- first_name: Bernhard
full_name: Pfahringer, Bernhard
last_name: Pfahringer
citation:
ama: 'Carnein M, Trautmann H, Bifet A, Pfahringer B. Towards Automated Configuration
of Stream Clustering Algorithms. In: Proceedings of the European Conference
on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
(ECMLPKDD ’19). ; 2020:137–143. doi:10.1007/978-3-030-43823-4_12'
apa: Carnein, M., Trautmann, H., Bifet, A., & Pfahringer, B. (2020). Towards
Automated Configuration of Stream Clustering Algorithms. Proceedings of the
European Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases (ECMLPKDD ’19), 137–143. https://doi.org/10.1007/978-3-030-43823-4_12
bibtex: '@inproceedings{Carnein_Trautmann_Bifet_Pfahringer_2020, place={Würzburg,
Germany}, title={Towards Automated Configuration of Stream Clustering Algorithms},
DOI={10.1007/978-3-030-43823-4_12},
booktitle={Proceedings of the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19)}, author={Carnein,
Matthias and Trautmann, Heike and Bifet, Albert and Pfahringer, Bernhard}, year={2020},
pages={137–143} }'
chicago: Carnein, Matthias, Heike Trautmann, Albert Bifet, and Bernhard Pfahringer.
“Towards Automated Configuration of Stream Clustering Algorithms.” In Proceedings
of the European Conference on Machine Learning and Principles and Practice of
Knowledge Discovery in Databases (ECMLPKDD ’19), 137–143. Würzburg, Germany,
2020. https://doi.org/10.1007/978-3-030-43823-4_12.
ieee: 'M. Carnein, H. Trautmann, A. Bifet, and B. Pfahringer, “Towards Automated
Configuration of Stream Clustering Algorithms,” in Proceedings of the European
Conference on Machine Learning and Principles and Practice of Knowledge Discovery
in Databases (ECMLPKDD ’19), 2020, pp. 137–143, doi: 10.1007/978-3-030-43823-4_12.'
mla: Carnein, Matthias, et al. “Towards Automated Configuration of Stream Clustering
Algorithms.” Proceedings of the European Conference on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19),
2020, pp. 137–143, doi:10.1007/978-3-030-43823-4_12.
short: 'M. Carnein, H. Trautmann, A. Bifet, B. Pfahringer, in: Proceedings of the
European Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases (ECMLPKDD ’19), Würzburg, Germany, 2020, pp. 137–143.'
date_created: 2023-08-04T07:35:24Z
date_updated: 2023-10-16T13:03:15Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-030-43823-4_12
language:
- iso: eng
page: 137–143
place: Würzburg, Germany
publication: Proceedings of the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19)
publication_identifier:
isbn:
- 978-3-030-43823-4
status: public
title: Towards Automated Configuration of Stream Clustering Algorithms
type: conference
user_id: '15504'
year: '2020'
...
---
_id: '29940'
abstract:
- lang: eng
text: A full-bridge modular multilevel converter (MMC) is compared to a half-bridge-based
MMC for high-current low-voltage DC-applications such as electrolysis, arc welding
or datacenters with DC-power distribution. Usually, modular multilevel converters
are used in high-voltage DC-applications (HVDC) in the multiple kV-range, but
to meet the needs of a high-current demand at low output voltage levels, the modular
converter concept requires adaptations. In the proposed concept, the MMC is used
to step-down the three-phase medium-voltage of 10 kV. Therefore, each module is
extended by an LLC resonant converter to adapt to the specific electrolyzers DC-voltage
range of 142-220V and to provide galvanic isolation. The proposed MMC converter
with full-bridge modules uses half the number of modules compared to a half-bridge-based
MMC while reducing the voltage ripple by 78% and capacitor losses by 64% by rearranging
the same components to ensure identical costs and volume. For additional reliability,
a new robust algorithm for balancing conduction losses during the bypass phase
is presented.
author:
- first_name: Roland
full_name: Unruh, Roland
id: '34289'
last_name: Unruh
- first_name: Frank
full_name: Schafmeister, Frank
id: '71291'
last_name: Schafmeister
- first_name: Norbert
full_name: Fröhleke, Norbert
last_name: Fröhleke
- first_name: Joachim
full_name: Böcker, Joachim
id: '66'
last_name: Böcker
orcid: 0000-0002-8480-7295
citation:
ama: 'Unruh R, Schafmeister F, Fröhleke N, Böcker J. 1-MW Full-Bridge MMC for High-Current
Low-Voltage (100V-400V) DC-Applications. In: PCIM Europe Digital Days 2020;
International Exhibition and Conference for Power Electronics, Intelligent Motion,
Renewable Energy and Energy Management. VDE; 2020.'
apa: Unruh, R., Schafmeister, F., Fröhleke, N., & Böcker, J. (2020). 1-MW Full-Bridge
MMC for High-Current Low-Voltage (100V-400V) DC-Applications. PCIM Europe Digital
Days 2020; International Exhibition and Conference for Power Electronics, Intelligent
Motion, Renewable Energy and Energy Management. PCIM Europe digital days 2020,
Germany.
bibtex: '@inproceedings{Unruh_Schafmeister_Fröhleke_Böcker_2020, title={1-MW Full-Bridge
MMC for High-Current Low-Voltage (100V-400V) DC-Applications}, booktitle={PCIM
Europe digital days 2020; International Exhibition and Conference for Power Electronics,
Intelligent Motion, Renewable Energy and Energy Management}, publisher={VDE},
author={Unruh, Roland and Schafmeister, Frank and Fröhleke, Norbert and Böcker,
Joachim}, year={2020} }'
chicago: Unruh, Roland, Frank Schafmeister, Norbert Fröhleke, and Joachim Böcker.
“1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications.”
In PCIM Europe Digital Days 2020; International Exhibition and Conference for
Power Electronics, Intelligent Motion, Renewable Energy and Energy Management.
VDE, 2020.
ieee: R. Unruh, F. Schafmeister, N. Fröhleke, and J. Böcker, “1-MW Full-Bridge MMC
for High-Current Low-Voltage (100V-400V) DC-Applications,” presented at the PCIM
Europe digital days 2020, Germany, 2020.
mla: Unruh, Roland, et al. “1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V)
DC-Applications.” PCIM Europe Digital Days 2020; International Exhibition and
Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy
Management, VDE, 2020.
short: 'R. Unruh, F. Schafmeister, N. Fröhleke, J. Böcker, in: PCIM Europe Digital
Days 2020; International Exhibition and Conference for Power Electronics, Intelligent
Motion, Renewable Energy and Energy Management, VDE, 2020.'
conference:
end_date: 2020-07-08
location: Germany
name: PCIM Europe digital days 2020
start_date: 2020-07-07
date_created: 2022-02-21T16:42:30Z
date_updated: 2023-10-20T11:52:39Z
department:
- _id: '52'
keyword:
- Cascaded H-Bridge
- Solid-State Transformer
- Capacitor voltage ripple
- Zero sequence voltage
- Full-Bridge
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/abstract/document/9178138
publication: PCIM Europe digital days 2020; International Exhibition and Conference
for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management
publication_identifier:
isbn:
- 978-3-8007-5245-4
publication_status: published
publisher: VDE
status: public
title: 1-MW Full-Bridge MMC for High-Current Low-Voltage (100V-400V) DC-Applications
type: conference
user_id: '34289'
year: '2020'
...
---
_id: '23513'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Jens
full_name: Pottebaum, Jens
id: '405'
last_name: Pottebaum
orcid: http://orcid.org/0000-0001-8778-2989
- first_name: Philipp
full_name: Scholle, Philipp
last_name: Scholle
- first_name: Henrik
full_name: Thiele, Henrik
id: '33419'
last_name: Thiele
citation:
ama: 'Gräßler I, Pottebaum J, Scholle P, Thiele H. Innovation management and strategic
planning of innovative self-preparednes and self-Protection services. In: ISPIM
Conference Proceedings; 7. - 10. Jun. 2020. International Society for Professional
Innovation Management (ISPIM); 2020:1-9.'
apa: Gräßler, I., Pottebaum, J., Scholle, P., & Thiele, H. (2020). Innovation
management and strategic planning of innovative self-preparednes and self-Protection
services. ISPIM Conference Proceedings; 7. - 10. Jun. 2020, 1–9.
bibtex: '@inproceedings{Gräßler_Pottebaum_Scholle_Thiele_2020, title={Innovation
management and strategic planning of innovative self-preparednes and self-Protection
services}, booktitle={ISPIM Conference Proceedings; 7. - 10. Jun. 2020}, publisher={International
Society for Professional Innovation Management (ISPIM)}, author={Gräßler, Iris
and Pottebaum, Jens and Scholle, Philipp and Thiele, Henrik}, year={2020}, pages={1–9}
}'
chicago: Gräßler, Iris, Jens Pottebaum, Philipp Scholle, and Henrik Thiele. “Innovation
Management and Strategic Planning of Innovative Self-Preparednes and Self-Protection
Services.” In ISPIM Conference Proceedings; 7. - 10. Jun. 2020, 1–9. International
Society for Professional Innovation Management (ISPIM), 2020.
ieee: I. Gräßler, J. Pottebaum, P. Scholle, and H. Thiele, “Innovation management
and strategic planning of innovative self-preparednes and self-Protection services,”
in ISPIM Conference Proceedings; 7. - 10. Jun. 2020, 2020, pp. 1–9.
mla: Gräßler, Iris, et al. “Innovation Management and Strategic Planning of Innovative
Self-Preparednes and Self-Protection Services.” ISPIM Conference Proceedings;
7. - 10. Jun. 2020, International Society for Professional Innovation Management
(ISPIM), 2020, pp. 1–9.
short: 'I. Gräßler, J. Pottebaum, P. Scholle, H. Thiele, in: ISPIM Conference Proceedings;
7. - 10. Jun. 2020, International Society for Professional Innovation Management
(ISPIM), 2020, pp. 1–9.'
date_created: 2021-08-24T09:48:06Z
date_updated: 2023-11-16T09:21:58Z
department:
- _id: '152'
language:
- iso: eng
main_file_link:
- url: https://engrxiv.org/d25w4/
page: 1-9
publication: ISPIM Conference Proceedings; 7. - 10. Jun. 2020
publication_identifier:
unknown:
- ISBN 978-952-335-466-1
publisher: International Society for Professional Innovation Management (ISPIM)
quality_controlled: '1'
status: public
title: Innovation management and strategic planning of innovative self-preparednes
and self-Protection services
type: conference
user_id: '405'
year: '2020'
...
---
_id: '48957'
author:
- first_name: Max
full_name: Schulze, Max
id: '77991'
last_name: Schulze
citation:
ama: 'Schulze M. Der Wunsch zu verschwinden. In: Theewen G, ed. Salon #15.
Salon Verlag; 2020:65-74.'
apa: 'Schulze, M. (2020). Der Wunsch zu verschwinden. In G. Theewen (Ed.), Salon
#15 (pp. 65–74). Salon Verlag.'
bibtex: '@inbook{Schulze_2020, place={Köln}, title={Der Wunsch zu verschwinden},
booktitle={Salon #15}, publisher={Salon Verlag}, author={Schulze, Max}, editor={Theewen,
Gerhard }, year={2020}, pages={65–74} }'
chicago: 'Schulze, Max. “Der Wunsch zu verschwinden.” In Salon #15, edited
by Gerhard Theewen, 65–74. Köln: Salon Verlag, 2020.'
ieee: 'M. Schulze, “Der Wunsch zu verschwinden,” in Salon #15, G. Theewen,
Ed. Köln: Salon Verlag, 2020, pp. 65–74.'
mla: 'Schulze, Max. “Der Wunsch zu verschwinden.” Salon #15, edited by Gerhard Theewen,
Salon Verlag, 2020, pp. 65–74.'
short: 'M. Schulze, in: G. Theewen (Ed.), Salon #15, Salon Verlag, Köln, 2020, pp.
65–74.'
date_created: 2023-11-16T10:18:51Z
date_updated: 2023-11-16T10:18:56Z
editor:
- first_name: 'Gerhard '
full_name: 'Theewen, Gerhard '
last_name: Theewen
language:
- iso: ger
page: 65-74
place: Köln
publication: 'Salon #15'
publication_identifier:
isbn:
- 978-3-89770-523-4
publisher: Salon Verlag
status: public
title: Der Wunsch zu verschwinden
type: book_chapter
user_id: '77991'
year: '2020'
...
---
_id: '20753'
abstract:
- lang: eng
text: 'In this paper we present our system for the detection and classification
of acoustic scenes and events (DCASE) 2020 Challenge Task 4: Sound event detection
and separation in domestic environments. We introduce two new models: the forward-backward
convolutional recurrent neural network (FBCRNN) and the tag-conditioned convolutional
neural network (CNN). The FBCRNN employs two recurrent neural network (RNN) classifiers
sharing the same CNN for preprocessing. With one RNN processing a recording in
forward direction and the other in backward direction, the two networks are trained
to jointly predict audio tags, i.e., weak labels, at each time step within a recording,
given that at each time step they have jointly processed the whole recording.
The proposed training encourages the classifiers to tag events as soon as possible.
Therefore, after training, the networks can be applied to shorter audio segments
of, e.g., 200ms, allowing sound event detection (SED). Further, we propose a tag-conditioned
CNN to complement SED. It is trained to predict strong labels while using (predicted)
tags, i.e., weak labels, as additional input. For training pseudo strong labels
from a FBCRNN ensemble are used. The presented system scored the fourth and third
place in the systems and teams rankings, respectively. Subsequent improvements
allow our system to even outperform the challenge baseline and winner systems
in average by, respectively, 18.0% and 2.2% event-based F1-score on the validation
set. Source code is publicly available at https://github.com/fgnt/pb_sed.'
author:
- first_name: Janek
full_name: Ebbers, Janek
id: '34851'
last_name: Ebbers
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Ebbers J, Haeb-Umbach R. Forward-Backward Convolutional Recurrent Neural Networks
and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-Supervised
Sound Event Detection. In: Proceedings of the Detection and Classification
of Acoustic Scenes and Events 2020 Workshop (DCASE2020). ; 2020.'
apa: Ebbers, J., & Haeb-Umbach, R. (2020). Forward-Backward Convolutional Recurrent
Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled
Semi-Supervised Sound Event Detection. Proceedings of the Detection and Classification
of Acoustic Scenes and Events 2020 Workshop (DCASE2020).
bibtex: '@inproceedings{Ebbers_Haeb-Umbach_2020, title={Forward-Backward Convolutional
Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for
Weakly Labeled Semi-Supervised Sound Event Detection}, booktitle={Proceedings
of the Detection and Classification of Acoustic Scenes and Events 2020 Workshop
(DCASE2020)}, author={Ebbers, Janek and Haeb-Umbach, Reinhold}, year={2020} }'
chicago: Ebbers, Janek, and Reinhold Haeb-Umbach. “Forward-Backward Convolutional
Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for
Weakly Labeled Semi-Supervised Sound Event Detection.” In Proceedings of the
Detection and Classification of Acoustic Scenes and Events 2020 Workshop (DCASE2020),
2020.
ieee: J. Ebbers and R. Haeb-Umbach, “Forward-Backward Convolutional Recurrent Neural
Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled
Semi-Supervised Sound Event Detection,” 2020.
mla: Ebbers, Janek, and Reinhold Haeb-Umbach. “Forward-Backward Convolutional Recurrent
Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled
Semi-Supervised Sound Event Detection.” Proceedings of the Detection and Classification
of Acoustic Scenes and Events 2020 Workshop (DCASE2020), 2020.
short: 'J. Ebbers, R. Haeb-Umbach, in: Proceedings of the Detection and Classification
of Acoustic Scenes and Events 2020 Workshop (DCASE2020), 2020.'
date_created: 2020-12-16T08:55:27Z
date_updated: 2023-11-22T08:27:32Z
ddc:
- '000'
department:
- _id: '54'
file:
- access_level: open_access
content_type: application/pdf
creator: huesera
date_created: 2020-12-16T08:57:22Z
date_updated: 2020-12-16T08:57:22Z
file_id: '20754'
file_name: DCASE2020Workshop_Ebbers_Paper.pdf
file_size: 108326
relation: main_file
file_date_updated: 2020-12-16T08:57:22Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the Detection and Classification of Acoustic Scenes and
Events 2020 Workshop (DCASE2020)
quality_controlled: '1'
status: public
title: Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned
Convolutional Neural Networks for Weakly Labeled Semi-Supervised Sound Event Detection
type: conference
user_id: '34851'
year: '2020'
...
---
_id: '48849'
abstract:
- lang: eng
text: One-shot optimization tasks require to determine the set of solution candidates
prior to their evaluation, i.e., without possibility for adaptive sampling. We
consider two variants, classic one-shot optimization (where our aim is to find
at least one solution of high quality) and one-shot regression (where the goal
is to fit a model that resembles the true problem as well as possible). For both
tasks it seems intuitive that well-distributed samples should perform better than
uniform or grid-based samples, since they show a better coverage of the decision
space. In practice, quasi-random designs such as Latin Hypercube Samples and low-discrepancy
point sets are indeed very commonly used designs for one-shot optimization tasks.
We study in this work how well low star discrepancy correlates with performance
in one-shot optimization. Our results confirm an advantage of low-discrepancy
designs, but also indicate the correlation between discrepancy values and overall
performance is rather weak. We then demonstrate that commonly used designs may
be far from optimal. More precisely, we evolve 24 very specific designs that each
achieve good performance on one of our benchmark problems. Interestingly, we find
that these specifically designed samples yield surprisingly good performance across
the whole benchmark set. Our results therefore give strong indication that significant
performance gains over state-of-the-art one-shot sampling techniques are possible,
and that evolutionary algorithms can be an efficient means to evolve these.
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Carola
full_name: Doerr, Carola
last_name: Doerr
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Aneta
full_name: Neumann, Aneta
last_name: Neumann
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Doerr C, Kerschke P, Neumann A, Neumann F. Evolving Sampling Strategies
for One-Shot Optimization Tasks. In: Parallel Problem Solving from Nature (PPSN
XVI). Springer-Verlag; 2020:111–124. doi:10.1007/978-3-030-58112-1_8'
apa: Bossek, J., Doerr, C., Kerschke, P., Neumann, A., & Neumann, F. (2020).
Evolving Sampling Strategies for One-Shot Optimization Tasks. Parallel Problem
Solving from Nature (PPSN XVI), 111–124. https://doi.org/10.1007/978-3-030-58112-1_8
bibtex: '@inproceedings{Bossek_Doerr_Kerschke_Neumann_Neumann_2020, place={Berlin,
Heidelberg}, title={Evolving Sampling Strategies for One-Shot Optimization Tasks},
DOI={10.1007/978-3-030-58112-1_8},
booktitle={Parallel Problem Solving from Nature (PPSN XVI)}, publisher={Springer-Verlag},
author={Bossek, Jakob and Doerr, Carola and Kerschke, Pascal and Neumann, Aneta
and Neumann, Frank}, year={2020}, pages={111–124} }'
chicago: 'Bossek, Jakob, Carola Doerr, Pascal Kerschke, Aneta Neumann, and Frank
Neumann. “Evolving Sampling Strategies for One-Shot Optimization Tasks.” In Parallel
Problem Solving from Nature (PPSN XVI), 111–124. Berlin, Heidelberg: Springer-Verlag,
2020. https://doi.org/10.1007/978-3-030-58112-1_8.'
ieee: 'J. Bossek, C. Doerr, P. Kerschke, A. Neumann, and F. Neumann, “Evolving Sampling
Strategies for One-Shot Optimization Tasks,” in Parallel Problem Solving from
Nature (PPSN XVI), 2020, pp. 111–124, doi: 10.1007/978-3-030-58112-1_8.'
mla: Bossek, Jakob, et al. “Evolving Sampling Strategies for One-Shot Optimization
Tasks.” Parallel Problem Solving from Nature (PPSN XVI), Springer-Verlag,
2020, pp. 111–124, doi:10.1007/978-3-030-58112-1_8.
short: 'J. Bossek, C. Doerr, P. Kerschke, A. Neumann, F. Neumann, in: Parallel Problem
Solving from Nature (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp.
111–124.'
date_created: 2023-11-14T15:58:53Z
date_updated: 2023-12-13T10:43:53Z
department:
- _id: '819'
doi: 10.1007/978-3-030-58112-1_8
extern: '1'
keyword:
- Continuous optimization
- Fully parallel search
- One-shot optimization
- Regression
- Surrogate-assisted optimization
language:
- iso: eng
page: 111–124
place: Berlin, Heidelberg
publication: Parallel Problem Solving from Nature (PPSN XVI)
publication_identifier:
isbn:
- 978-3-030-58111-4
publication_status: published
publisher: Springer-Verlag
status: public
title: Evolving Sampling Strategies for One-Shot Optimization Tasks
type: conference
user_id: '102979'
year: '2020'
...
---
_id: '48852'
abstract:
- lang: eng
text: The Traveling Salesperson Problem (TSP) is one of the best-known combinatorial
optimisation problems. However, many real-world problems are composed of several
interacting components. The Traveling Thief Problem (TTP) addresses such interactions
by combining two combinatorial optimisation problems, namely the TSP and the Knapsack
Problem (KP). Recently, a new problem called the node weight dependent Traveling
Salesperson Problem (W-TSP) has been introduced where nodes have weights that
influence the cost of the tour. In this paper, we compare W-TSP and TTP. We investigate
the structure of the optimised tours for W-TSP and TTP and the impact of using
each others fitness function. Our experimental results suggest (1) that the W-TSP
often can be solved better using the TTP fitness function and (2) final W-TSP
and TTP solutions show different distributions when compared with optimal TSP
or weighted greedy solutions.
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Aneta
full_name: Neumann, Aneta
last_name: Neumann
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Neumann A, Neumann F. Optimising Tours for the Weighted Traveling
Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of
Solutions. In: Parallel Problem Solving from Nature (PPSN XVI). Springer-Verlag;
2020:346–359. doi:10.1007/978-3-030-58112-1_24'
apa: 'Bossek, J., Neumann, A., & Neumann, F. (2020). Optimising Tours for the
Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural
Comparison of Solutions. Parallel Problem Solving from Nature (PPSN XVI),
346–359. https://doi.org/10.1007/978-3-030-58112-1_24'
bibtex: '@inproceedings{Bossek_Neumann_Neumann_2020, place={Berlin, Heidelberg},
title={Optimising Tours for the Weighted Traveling Salesperson Problem and the
Traveling Thief Problem: A Structural Comparison of Solutions}, DOI={10.1007/978-3-030-58112-1_24},
booktitle={Parallel Problem Solving from Nature (PPSN XVI)}, publisher={Springer-Verlag},
author={Bossek, Jakob and Neumann, Aneta and Neumann, Frank}, year={2020}, pages={346–359}
}'
chicago: 'Bossek, Jakob, Aneta Neumann, and Frank Neumann. “Optimising Tours for
the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A
Structural Comparison of Solutions.” In Parallel Problem Solving from Nature
(PPSN XVI), 346–359. Berlin, Heidelberg: Springer-Verlag, 2020. https://doi.org/10.1007/978-3-030-58112-1_24.'
ieee: 'J. Bossek, A. Neumann, and F. Neumann, “Optimising Tours for the Weighted
Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison
of Solutions,” in Parallel Problem Solving from Nature (PPSN XVI), 2020,
pp. 346–359, doi: 10.1007/978-3-030-58112-1_24.'
mla: 'Bossek, Jakob, et al. “Optimising Tours for the Weighted Traveling Salesperson
Problem and the Traveling Thief Problem: A Structural Comparison of Solutions.”
Parallel Problem Solving from Nature (PPSN XVI), Springer-Verlag, 2020,
pp. 346–359, doi:10.1007/978-3-030-58112-1_24.'
short: 'J. Bossek, A. Neumann, F. Neumann, in: Parallel Problem Solving from Nature
(PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 346–359.'
date_created: 2023-11-14T15:58:54Z
date_updated: 2023-12-13T10:44:54Z
department:
- _id: '819'
doi: 10.1007/978-3-030-58112-1_24
extern: '1'
keyword:
- Evolutionary algorithms
- Node weight dependent TSP
- Traveling Thief Problem
language:
- iso: eng
page: 346–359
place: Berlin, Heidelberg
publication: Parallel Problem Solving from Nature (PPSN XVI)
publication_identifier:
isbn:
- 978-3-030-58111-4
publication_status: published
publisher: Springer-Verlag
status: public
title: 'Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling
Thief Problem: A Structural Comparison of Solutions'
type: conference
user_id: '102979'
year: '2020'
...
---
_id: '48897'
abstract:
- lang: eng
text: 'In this work we focus on the well-known Euclidean Traveling Salesperson Problem
(TSP) and two highly competitive inexact heuristic TSP solvers, EAX and LKH, in
the context of per-instance algorithm selection (AS). We evolve instances with
nodes where the solvers show strongly different performance profiles. These instances
serve as a basis for an exploratory study on the identification of well-discriminating
problem characteristics (features). Our results in a nutshell: we show that even
though (1) promising features exist, (2) these are in line with previous results
from the literature, and (3) models trained with these features are more accurate
than models adopting sophisticated feature selection methods, the advantage is
not close to the virtual best solver in terms of penalized average runtime and
so is the performance gain over the single best solver. However, we show that
a feature-free deep neural network based approach solely based on visual representation
of the instances already matches classical AS model results and thus shows huge
potential for future studies.'
author:
- first_name: Moritz
full_name: Seiler, Moritz
last_name: Seiler
- first_name: Janina
full_name: Pohl, Janina
last_name: Pohl
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
last_name: Trautmann
citation:
ama: 'Seiler M, Pohl J, Bossek J, Kerschke P, Trautmann H. Deep Learning as a Competitive
Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson
Problem. In: Parallel Problem Solving from {Nature} (PPSN XVI). Springer-Verlag;
2020:48–64. doi:10.1007/978-3-030-58112-1_4'
apa: Seiler, M., Pohl, J., Bossek, J., Kerschke, P., & Trautmann, H. (2020).
Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection
on the Traveling Salesperson Problem. Parallel Problem Solving from {Nature}
(PPSN XVI), 48–64. https://doi.org/10.1007/978-3-030-58112-1_4
bibtex: '@inproceedings{Seiler_Pohl_Bossek_Kerschke_Trautmann_2020, place={Berlin,
Heidelberg}, title={Deep Learning as a Competitive Feature-Free Approach for Automated
Algorithm Selection on the Traveling Salesperson Problem}, DOI={10.1007/978-3-030-58112-1_4},
booktitle={Parallel Problem Solving from {Nature} (PPSN XVI)}, publisher={Springer-Verlag},
author={Seiler, Moritz and Pohl, Janina and Bossek, Jakob and Kerschke, Pascal
and Trautmann, Heike}, year={2020}, pages={48–64} }'
chicago: 'Seiler, Moritz, Janina Pohl, Jakob Bossek, Pascal Kerschke, and Heike
Trautmann. “Deep Learning as a Competitive Feature-Free Approach for Automated
Algorithm Selection on the Traveling Salesperson Problem.” In Parallel Problem
Solving from {Nature} (PPSN XVI), 48–64. Berlin, Heidelberg: Springer-Verlag,
2020. https://doi.org/10.1007/978-3-030-58112-1_4.'
ieee: 'M. Seiler, J. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Deep Learning
as a Competitive Feature-Free Approach for Automated Algorithm Selection on the
Traveling Salesperson Problem,” in Parallel Problem Solving from {Nature} (PPSN
XVI), 2020, pp. 48–64, doi: 10.1007/978-3-030-58112-1_4.'
mla: Seiler, Moritz, et al. “Deep Learning as a Competitive Feature-Free Approach
for Automated Algorithm Selection on the Traveling Salesperson Problem.” Parallel
Problem Solving from {Nature} (PPSN XVI), Springer-Verlag, 2020, pp. 48–64,
doi:10.1007/978-3-030-58112-1_4.
short: 'M. Seiler, J. Pohl, J. Bossek, P. Kerschke, H. Trautmann, in: Parallel Problem
Solving from {Nature} (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp.
48–64.'
date_created: 2023-11-14T15:59:00Z
date_updated: 2023-12-13T10:49:45Z
department:
- _id: '819'
doi: 10.1007/978-3-030-58112-1_4
extern: '1'
keyword:
- Automated algorithm selection
- Deep learning
- Feature-based approaches
- Traveling Salesperson Problem
language:
- iso: eng
page: 48–64
place: Berlin, Heidelberg
publication: Parallel Problem Solving from {Nature} (PPSN XVI)
publication_identifier:
isbn:
- 978-3-030-58111-4
publisher: Springer-Verlag
status: public
title: Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm
Selection on the Traveling Salesperson Problem
type: conference
user_id: '102979'
year: '2020'
...
---
_id: '50354'
author:
- first_name: Ingmar
full_name: Heitmann, Ingmar
last_name: Heitmann
citation:
ama: 'Heitmann I. Erfolgsfaktoren digitaler Transformationsprozesse in KMU. In:
Betz S, ed. Neuere Entwicklungen in Produktionn und Controlling. Dr. Kovac;
2020:249-276.'
apa: Heitmann, I. (2020). Erfolgsfaktoren digitaler Transformationsprozesse in KMU.
In S. Betz (Ed.), Neuere Entwicklungen in Produktionn und Controlling (pp.
249–276). Dr. Kovac.
bibtex: '@inbook{Heitmann_2020, place={Hamburg}, title={Erfolgsfaktoren digitaler
Transformationsprozesse in KMU}, booktitle={Neuere Entwicklungen in Produktionn
und Controlling}, publisher={Dr. Kovac}, author={Heitmann, Ingmar}, editor={Betz,
Stefan}, year={2020}, pages={249–276} }'
chicago: 'Heitmann, Ingmar. “Erfolgsfaktoren digitaler Transformationsprozesse in
KMU.” In Neuere Entwicklungen in Produktionn und Controlling, edited by
Stefan Betz, 249–76. Hamburg: Dr. Kovac, 2020.'
ieee: 'I. Heitmann, “Erfolgsfaktoren digitaler Transformationsprozesse in KMU,”
in Neuere Entwicklungen in Produktionn und Controlling, S. Betz, Ed. Hamburg:
Dr. Kovac, 2020, pp. 249–276.'
mla: Heitmann, Ingmar. “Erfolgsfaktoren digitaler Transformationsprozesse in KMU.”
Neuere Entwicklungen in Produktionn und Controlling, edited by Stefan Betz,
Dr. Kovac, 2020, pp. 249–76.
short: 'I. Heitmann, in: S. Betz (Ed.), Neuere Entwicklungen in Produktionn und
Controlling, Dr. Kovac, Hamburg, 2020, pp. 249–276.'
date_created: 2024-01-09T08:50:04Z
date_updated: 2024-01-10T09:11:33Z
department:
- _id: '193'
editor:
- first_name: Stefan
full_name: Betz, Stefan
last_name: Betz
language:
- iso: ger
page: 249-276
place: Hamburg
publication: Neuere Entwicklungen in Produktionn und Controlling
publication_identifier:
isbn:
- 978-3-339-11532-4
publication_status: published
publisher: Dr. Kovac
status: public
title: Erfolgsfaktoren digitaler Transformationsprozesse in KMU
type: book_chapter
user_id: '21811'
year: '2020'
...
---
_id: '50374'
author:
- first_name: Christoph
full_name: Puls, Christoph
last_name: Puls
citation:
ama: 'Puls C. Varianten- und Komplexitätsmanagement im produzierenden Gewerbe. In:
Betz S, ed. Neuere Entwicklungen in Produktionn und Controlling. Dr. Kovac;
2020:215-246.'
apa: Puls, C. (2020). Varianten- und Komplexitätsmanagement im produzierenden Gewerbe.
In S. Betz (Ed.), Neuere Entwicklungen in Produktionn und Controlling (pp.
215–246). Dr. Kovac.
bibtex: '@inbook{Puls_2020, place={Hamburg}, title={Varianten- und Komplexitätsmanagement
im produzierenden Gewerbe}, booktitle={Neuere Entwicklungen in Produktionn und
Controlling}, publisher={Dr. Kovac}, author={Puls, Christoph}, editor={Betz, Stefan},
year={2020}, pages={215–246} }'
chicago: 'Puls, Christoph. “Varianten- und Komplexitätsmanagement im produzierenden
Gewerbe.” In Neuere Entwicklungen in Produktionn und Controlling, edited
by Stefan Betz, 215–46. Hamburg: Dr. Kovac, 2020.'
ieee: 'C. Puls, “Varianten- und Komplexitätsmanagement im produzierenden Gewerbe,”
in Neuere Entwicklungen in Produktionn und Controlling, S. Betz, Ed. Hamburg:
Dr. Kovac, 2020, pp. 215–246.'
mla: Puls, Christoph. “Varianten- und Komplexitätsmanagement im produzierenden Gewerbe.”
Neuere Entwicklungen in Produktionn und Controlling, edited by Stefan Betz,
Dr. Kovac, 2020, pp. 215–46.
short: 'C. Puls, in: S. Betz (Ed.), Neuere Entwicklungen in Produktionn und Controlling,
Dr. Kovac, Hamburg, 2020, pp. 215–246.'
date_created: 2024-01-09T09:39:39Z
date_updated: 2024-01-10T09:17:52Z
department:
- _id: '193'
editor:
- first_name: Stefan
full_name: Betz, Stefan
last_name: Betz
language:
- iso: ger
page: 215-246
place: Hamburg
publication: Neuere Entwicklungen in Produktionn und Controlling
publication_identifier:
isbn:
- 978-3-339-11532-4
publication_status: published
publisher: Dr. Kovac
status: public
title: Varianten- und Komplexitätsmanagement im produzierenden Gewerbe
type: book_chapter
user_id: '21811'
year: '2020'
...
---
_id: '50365'
author:
- first_name: Christian
full_name: Koch, Christian
last_name: Koch
citation:
ama: 'Koch C. Digitalisierung des Produktionscontrollings in KMU. In: Betz S, ed.
Neuere Entwicklungen in Produktionn und Controlling. Dr. Kovac; 2020:317-347.'
apa: Koch, C. (2020). Digitalisierung des Produktionscontrollings in KMU. In S.
Betz (Ed.), Neuere Entwicklungen in Produktionn und Controlling (pp. 317–347).
Dr. Kovac.
bibtex: '@inbook{Koch_2020, place={Hamburg}, title={Digitalisierung des Produktionscontrollings
in KMU}, booktitle={Neuere Entwicklungen in Produktionn und Controlling}, publisher={Dr.
Kovac}, author={Koch, Christian}, editor={Betz, Stefan}, year={2020}, pages={317–347}
}'
chicago: 'Koch, Christian. “Digitalisierung des Produktionscontrollings in KMU.”
In Neuere Entwicklungen in Produktionn und Controlling, edited by Stefan
Betz, 317–47. Hamburg: Dr. Kovac, 2020.'
ieee: 'C. Koch, “Digitalisierung des Produktionscontrollings in KMU,” in Neuere
Entwicklungen in Produktionn und Controlling, S. Betz, Ed. Hamburg: Dr. Kovac,
2020, pp. 317–347.'
mla: Koch, Christian. “Digitalisierung des Produktionscontrollings in KMU.” Neuere
Entwicklungen in Produktionn und Controlling, edited by Stefan Betz, Dr. Kovac,
2020, pp. 317–47.
short: 'C. Koch, in: S. Betz (Ed.), Neuere Entwicklungen in Produktionn und Controlling,
Dr. Kovac, Hamburg, 2020, pp. 317–347.'
date_created: 2024-01-09T09:22:59Z
date_updated: 2024-01-10T09:14:58Z
department:
- _id: '193'
editor:
- first_name: Stefan
full_name: Betz, Stefan
last_name: Betz
language:
- iso: ger
page: 317-347
place: Hamburg
publication: Neuere Entwicklungen in Produktionn und Controlling
publication_identifier:
isbn:
- 978-3-339-11532-4
publication_status: published
publisher: Dr. Kovac
status: public
title: Digitalisierung des Produktionscontrollings in KMU
type: book_chapter
user_id: '21811'
year: '2020'
...
---
_id: '50394'
author:
- first_name: Oliver
full_name: Opitz, Oliver
last_name: Opitz
citation:
ama: 'Opitz O. Kapazitätsplanung unter besonderer Berücksichtigung produktionsseitiger
Risiken. In: Betz S, ed. Neuere Entwicklungen in Produktion und Controlling.
Dr. Kovac; 2020:11-48.'
apa: Opitz, O. (2020). Kapazitätsplanung unter besonderer Berücksichtigung produktionsseitiger
Risiken. In S. Betz (Ed.), Neuere Entwicklungen in Produktion und Controlling
(pp. 11–48). Dr. Kovac.
bibtex: '@inbook{Opitz_2020, place={Hamburg}, title={Kapazitätsplanung unter besonderer
Berücksichtigung produktionsseitiger Risiken}, booktitle={Neuere Entwicklungen
in Produktion und Controlling}, publisher={Dr. Kovac}, author={Opitz, Oliver},
editor={Betz, Stefan}, year={2020}, pages={11–48} }'
chicago: 'Opitz, Oliver. “Kapazitätsplanung unter besonderer Berücksichtigung produktionsseitiger
Risiken.” In Neuere Entwicklungen in Produktion und Controlling, edited
by Stefan Betz, 11–48. Hamburg: Dr. Kovac, 2020.'
ieee: 'O. Opitz, “Kapazitätsplanung unter besonderer Berücksichtigung produktionsseitiger
Risiken,” in Neuere Entwicklungen in Produktion und Controlling, S. Betz,
Ed. Hamburg: Dr. Kovac, 2020, pp. 11–48.'
mla: Opitz, Oliver. “Kapazitätsplanung unter besonderer Berücksichtigung produktionsseitiger
Risiken.” Neuere Entwicklungen in Produktion und Controlling, edited by
Stefan Betz, Dr. Kovac, 2020, pp. 11–48.
short: 'O. Opitz, in: S. Betz (Ed.), Neuere Entwicklungen in Produktion und Controlling,
Dr. Kovac, Hamburg, 2020, pp. 11–48.'
date_created: 2024-01-09T12:22:25Z
date_updated: 2024-01-10T09:26:04Z
department:
- _id: '193'
editor:
- first_name: Stefan
full_name: Betz, Stefan
last_name: Betz
language:
- iso: ger
page: 11-48
place: Hamburg
publication: Neuere Entwicklungen in Produktion und Controlling
publication_identifier:
isbn:
- 978-3-339-11532-4
publication_status: published
publisher: Dr. Kovac
status: public
title: Kapazitätsplanung unter besonderer Berücksichtigung produktionsseitiger Risiken
type: book_chapter
user_id: '21811'
year: '2020'
...
---
_id: '45049'
author:
- first_name: Margarita
full_name: Knickenberg, Margarita
id: '12978'
last_name: Knickenberg
- first_name: Carmen
full_name: Zurbriggen, Carmen
last_name: Zurbriggen
- first_name: Martin
full_name: Venetz, Martin
last_name: Venetz
citation:
ama: 'Knickenberg M, Zurbriggen C, Venetz M. Adolescents’ engagement at school
vs. leisure time and their emotional involvement. In: ; 2020.'
apa: Knickenberg, M., Zurbriggen, C., & Venetz, M. (2020). Adolescents’
engagement at school vs. leisure time and their emotional involvement. EARLI
(European Association for Research on Learning and Instruction) SIG 08 (Special
Interest Group “Motivation and Emotion”), Dresden.
bibtex: '@inproceedings{Knickenberg_Zurbriggen_Venetz_2020, place={Dresden}, title={
Adolescents’ engagement at school vs. leisure time and their emotional involvement.},
author={Knickenberg, Margarita and Zurbriggen, Carmen and Venetz, Martin}, year={2020}
}'
chicago: Knickenberg, Margarita, Carmen Zurbriggen, and Martin Venetz. “ Adolescents’
Engagement at School vs. Leisure Time and Their Emotional Involvement.” Dresden,
2020.
ieee: M. Knickenberg, C. Zurbriggen, and M. Venetz, “ Adolescents’ engagement at
school vs. leisure time and their emotional involvement.,” presented at the EARLI
(European Association for Research on Learning and Instruction) SIG 08 (Special
Interest Group “Motivation and Emotion”), Dresden, 2020.
mla: Knickenberg, Margarita, et al. Adolescents’ Engagement at School vs. Leisure
Time and Their Emotional Involvement. 2020.
short: 'M. Knickenberg, C. Zurbriggen, M. Venetz, in: Dresden, 2020.'
conference:
location: Dresden
name: ' EARLI (European Association for Research on Learning and Instruction) SIG
08 (Special Interest Group “Motivation and Emotion”)'
date_created: 2023-05-17T09:26:44Z
date_updated: 2024-01-16T09:48:51Z
department:
- _id: '4'
- _id: '460'
extern: '1'
language:
- iso: eng
place: Dresden
status: public
title: ' Adolescents’ engagement at school vs. leisure time and their emotional involvement.'
type: conference
user_id: '12978'
year: '2020'
...
---
_id: '45051'
author:
- first_name: Margarita
full_name: Knickenberg, Margarita
id: '12978'
last_name: Knickenberg
citation:
ama: 'Knickenberg M. Social relationships in students with special educational needs.
In: ; 2020.'
apa: Knickenberg, M. (2020). Social relationships in students with special educational
needs. EARLI (European Association for Research on Learning and Instruction)
SIG 15 (Special Interest Group “Special Educational Needs”), London.
bibtex: '@inproceedings{Knickenberg_2020, place={London}, title={Social relationships
in students with special educational needs.}, author={Knickenberg, Margarita},
year={2020} }'
chicago: Knickenberg, Margarita. “Social Relationships in Students with Special
Educational Needs.” London, 2020.
ieee: M. Knickenberg, “Social relationships in students with special educational
needs.,” presented at the EARLI (European Association for Research on Learning
and Instruction) SIG 15 (Special Interest Group “Special Educational Needs”),
London, 2020.
mla: Knickenberg, Margarita. Social Relationships in Students with Special Educational
Needs. 2020.
short: 'M. Knickenberg, in: London, 2020.'
conference:
location: London
name: EARLI (European Association for Research on Learning and Instruction) SIG
15 (Special Interest Group “Special Educational Needs”)
date_created: 2023-05-17T09:27:33Z
date_updated: 2024-01-16T09:48:47Z
department:
- _id: '4'
- _id: '460'
language:
- iso: eng
place: London
status: public
title: Social relationships in students with special educational needs.
type: conference
user_id: '12978'
year: '2020'
...
---
_id: '45052'
author:
- first_name: Margarita
full_name: Knickenberg, Margarita
id: '12978'
last_name: Knickenberg
citation:
ama: 'Knickenberg M. Individualisierung des Lernens im inklusiven Unterricht aus
der Perspektive von Lehrkräften und Kindern. In: ; 2020.'
apa: 'Knickenberg, M. (2020). Individualisierung des Lernens im inklusiven Unterricht
aus der Perspektive von Lehrkräften und Kindern. Symposiums auf der 8. Tagung
der Gesellschaft für Empirische Bildungsforschung (GEBF). Thema: „Bildung gestalten
– Partizipation erreichen – Digitalisierung nutzen“, Potsdam.'
bibtex: '@inproceedings{Knickenberg_2020, place={Potsdam}, title={Individualisierung
des Lernens im inklusiven Unterricht aus der Perspektive von Lehrkräften und Kindern.},
author={Knickenberg, Margarita}, year={2020} }'
chicago: Knickenberg, Margarita. “Individualisierung Des Lernens Im Inklusiven Unterricht
Aus Der Perspektive von Lehrkräften Und Kindern.” Potsdam, 2020.
ieee: 'M. Knickenberg, “Individualisierung des Lernens im inklusiven Unterricht
aus der Perspektive von Lehrkräften und Kindern.,” presented at the Symposiums
auf der 8. Tagung der Gesellschaft für Empirische Bildungsforschung (GEBF). Thema:
„Bildung gestalten – Partizipation erreichen – Digitalisierung nutzen“, Potsdam,
2020.'
mla: Knickenberg, Margarita. Individualisierung Des Lernens Im Inklusiven Unterricht
Aus Der Perspektive von Lehrkräften Und Kindern. 2020.
short: 'M. Knickenberg, in: Potsdam, 2020.'
conference:
location: Potsdam
name: 'Symposiums auf der 8. Tagung der Gesellschaft für Empirische Bildungsforschung
(GEBF). Thema: „Bildung gestalten – Partizipation erreichen – Digitalisierung
nutzen“'
date_created: 2023-05-17T09:28:35Z
date_updated: 2024-01-16T09:49:22Z
department:
- _id: '4'
- _id: '460'
extern: '1'
language:
- iso: eng
place: Potsdam
status: public
title: Individualisierung des Lernens im inklusiven Unterricht aus der Perspektive
von Lehrkräften und Kindern.
type: conference
user_id: '12978'
year: '2020'
...
---
_id: '45048'
author:
- first_name: Margarita
full_name: Knickenberg, Margarita
id: '12978'
last_name: Knickenberg
- first_name: Carmen
full_name: Zurbriggen, Carmen
last_name: Zurbriggen
- first_name: Martin
full_name: Venetz, Martin
last_name: Venetz
citation:
ama: 'Knickenberg M, Zurbriggen C, Venetz M. Das emotionale Erleben von Jugendlichen
in Abhängigkeit ihres Engagements in Schule und Freizeit. In: ; 2020.'
apa: Knickenberg, M., Zurbriggen, C., & Venetz, M. (2020). Das emotionale
Erleben von Jugendlichen in Abhängigkeit ihres Engagements in Schule und Freizeit.
Vortrag im Rahmen eines Symposiums auf dem 52. Kongress der Deutschen Gesellschaft
für Psychologie (DGPs), Wien.
bibtex: '@inproceedings{Knickenberg_Zurbriggen_Venetz_2020, place={Wien}, title={Das
emotionale Erleben von Jugendlichen in Abhängigkeit ihres Engagements in Schule
und Freizeit.}, author={Knickenberg, Margarita and Zurbriggen, Carmen and Venetz,
Martin}, year={2020} }'
chicago: Knickenberg, Margarita, Carmen Zurbriggen, and Martin Venetz. “Das Emotionale
Erleben von Jugendlichen in Abhängigkeit Ihres Engagements in Schule Und Freizeit.”
Wien, 2020.
ieee: M. Knickenberg, C. Zurbriggen, and M. Venetz, “Das emotionale Erleben von
Jugendlichen in Abhängigkeit ihres Engagements in Schule und Freizeit.,” presented
at the Vortrag im Rahmen eines Symposiums auf dem 52. Kongress der Deutschen Gesellschaft
für Psychologie (DGPs), Wien, 2020.
mla: Knickenberg, Margarita, et al. Das Emotionale Erleben von Jugendlichen in
Abhängigkeit Ihres Engagements in Schule Und Freizeit. 2020.
short: 'M. Knickenberg, C. Zurbriggen, M. Venetz, in: Wien, 2020.'
conference:
location: Wien
name: Vortrag im Rahmen eines Symposiums auf dem 52. Kongress der Deutschen Gesellschaft
für Psychologie (DGPs)
date_created: 2023-05-17T09:25:23Z
date_updated: 2024-01-16T09:49:24Z
department:
- _id: '4'
- _id: '460'
extern: '1'
language:
- iso: eng
place: Wien
status: public
title: Das emotionale Erleben von Jugendlichen in Abhängigkeit ihres Engagements in
Schule und Freizeit.
type: conference
user_id: '12978'
year: '2020'
...
---
_id: '45053'
author:
- first_name: Margarita
full_name: Knickenberg, Margarita
id: '12978'
last_name: Knickenberg
- first_name: Carmen
full_name: Zurbriggen, Carmen
last_name: Zurbriggen
citation:
ama: 'Knickenberg M, Zurbriggen C. Students’ emotional experience during peer interactions
in different academic tracks. In: ; 2020.'
apa: Knickenberg, M., & Zurbriggen, C. (2020). Students’ emotional experience
during peer interactions in different academic tracks. Symposiums auf der
8. Tagung der Gesellschaft für Empirische Bildungsforschung (GEBF), Potsdam.
bibtex: '@inproceedings{Knickenberg_Zurbriggen_2020, place={Potsdam}, title={Students’
emotional experience during peer interactions in different academic tracks.},
author={Knickenberg, Margarita and Zurbriggen, Carmen}, year={2020} }'
chicago: Knickenberg, Margarita, and Carmen Zurbriggen. “Students’ Emotional Experience
during Peer Interactions in Different Academic Tracks.” Potsdam, 2020.
ieee: M. Knickenberg and C. Zurbriggen, “Students’ emotional experience during peer
interactions in different academic tracks.,” presented at the Symposiums auf der
8. Tagung der Gesellschaft für Empirische Bildungsforschung (GEBF), Potsdam, 2020.
mla: Knickenberg, Margarita, and Carmen Zurbriggen. Students’ Emotional Experience
during Peer Interactions in Different Academic Tracks. 2020.
short: 'M. Knickenberg, C. Zurbriggen, in: Potsdam, 2020.'
conference:
location: Potsdam
name: Symposiums auf der 8. Tagung der Gesellschaft für Empirische Bildungsforschung
(GEBF)
date_created: 2023-05-17T09:30:06Z
date_updated: 2024-01-16T09:49:21Z
department:
- _id: '4'
- _id: '460'
extern: '1'
language:
- iso: eng
place: Potsdam
status: public
title: Students’ emotional experience during peer interactions in different academic
tracks.
type: conference
user_id: '12978'
year: '2020'
...
---
_id: '50570'
author:
- first_name: Christina
full_name: Bröker, Christina
id: '94861'
last_name: Bröker
citation:
ama: 'Bröker C. Rezension zu: Peltzer, Jörg: Fürst werden. Rangerhöhungen im 14.
Jahrhundert. Das römisch-deutsche Reich und England im Vergleich. Berlin-Boston
2019. ISBN 978-3-11-063902-5. HsozKult. Published online 2020.'
apa: 'Bröker, C. (2020). Rezension zu: Peltzer, Jörg: Fürst werden. Rangerhöhungen
im 14. Jahrhundert. Das römisch-deutsche Reich und England im Vergleich. Berlin-Boston
2019. ISBN 978-3-11-063902-5. In HsozKult.'
bibtex: '@article{Bröker_2020, title={Rezension zu: Peltzer, Jörg: Fürst werden.
Rangerhöhungen im 14. Jahrhundert. Das römisch-deutsche Reich und England im Vergleich.
Berlin-Boston 2019. ISBN 978-3-11-063902-5}, journal={HsozKult}, author={Bröker,
Christina}, year={2020} }'
chicago: 'Bröker, Christina. “Rezension zu: Peltzer, Jörg: Fürst werden. Rangerhöhungen
im 14. Jahrhundert. Das römisch-deutsche Reich und England im Vergleich. Berlin-Boston
2019. ISBN 978-3-11-063902-5.” HsozKult, 2020.'
ieee: 'C. Bröker, “Rezension zu: Peltzer, Jörg: Fürst werden. Rangerhöhungen im
14. Jahrhundert. Das römisch-deutsche Reich und England im Vergleich. Berlin-Boston
2019. ISBN 978-3-11-063902-5,” HsozKult. 2020.'
mla: 'Bröker, Christina. “Rezension zu: Peltzer, Jörg: Fürst werden. Rangerhöhungen
im 14. Jahrhundert. Das römisch-deutsche Reich und England im Vergleich. Berlin-Boston
2019. ISBN 978-3-11-063902-5.” HsozKult, 2020.'
short: C. Bröker, HsozKult (2020).
date_created: 2024-01-17T12:56:42Z
date_updated: 2024-01-17T12:56:48Z
extern: '1'
language:
- iso: ger
publication: HsozKult
publication_status: published
status: public
title: 'Rezension zu: Peltzer, Jörg: Fürst werden. Rangerhöhungen im 14. Jahrhundert.
Das römisch-deutsche Reich und England im Vergleich. Berlin-Boston 2019. ISBN 978-3-11-063902-5'
type: review
user_id: '94861'
year: '2020'
...