---
_id: '20766'
abstract:
- lang: eng
  text: Recently, the source separation performance was greatly improved by time-domain
    audio source separation based on dual-path recurrent neural network (DPRNN). DPRNN
    is a simple but effective model for a long sequential data. While DPRNN is quite
    efficient in modeling a sequential data of the length of an utterance, i.e., about
    5 to 10 second data, it is harder to apply it to longer sequences such as whole
    conversations consisting of multiple utterances. It is simply because, in such
    a case, the number of time steps consumed by its internal module called inter-chunk
    RNN becomes extremely large. To mitigate this problem, this paper proposes a multi-path
    RNN (MPRNN), a generalized version of DPRNN, that models the input data in a hierarchical
    manner. In the MPRNN framework, the input data is represented at several (>_ 3)
    time-resolutions, each of which is modeled by a specific RNN sub-module. For example,
    the RNN sub-module that deals with the finest resolution may model temporal relationship
    only within a phoneme, while the RNN sub-module handling the most coarse resolution
    may capture only the relationship between utterances such as speaker information.
    We perform experiments using simulated dialogue-like mixtures and show that MPRNN
    has greater model capacity, and it outperforms the current state-of-the-art DPRNN
    framework especially in online processing scenarios.
author:
- first_name: Keisuke
  full_name: Kinoshita, Keisuke
  last_name: Kinoshita
- first_name: Thilo
  full_name: von Neumann, Thilo
  id: '49870'
  last_name: von Neumann
  orcid: https://orcid.org/0000-0002-7717-8670
- first_name: Marc
  full_name: Delcroix, Marc
  last_name: Delcroix
- first_name: Tomohiro
  full_name: Nakatani, Tomohiro
  last_name: Nakatani
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Kinoshita K, von Neumann T, Delcroix M, Nakatani T, Haeb-Umbach R. Multi-Path
    RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker
    Stream Separation. In: <i>Proc. Interspeech 2020</i>. ; 2020:2652-2656. doi:<a
    href="https://doi.org/10.21437/Interspeech.2020-2388">10.21437/Interspeech.2020-2388</a>'
  apa: Kinoshita, K., von Neumann, T., Delcroix, M., Nakatani, T., &#38; Haeb-Umbach,
    R. (2020). Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and
    its Application to Speaker Stream Separation. <i>Proc. Interspeech 2020</i>, 2652–2656.
    <a href="https://doi.org/10.21437/Interspeech.2020-2388">https://doi.org/10.21437/Interspeech.2020-2388</a>
  bibtex: '@inproceedings{Kinoshita_von Neumann_Delcroix_Nakatani_Haeb-Umbach_2020,
    title={Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its
    Application to Speaker Stream Separation}, DOI={<a href="https://doi.org/10.21437/Interspeech.2020-2388">10.21437/Interspeech.2020-2388</a>},
    booktitle={Proc. Interspeech 2020}, author={Kinoshita, Keisuke and von Neumann,
    Thilo and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold}, year={2020},
    pages={2652–2656} }'
  chicago: Kinoshita, Keisuke, Thilo von Neumann, Marc Delcroix, Tomohiro Nakatani,
    and Reinhold Haeb-Umbach. “Multi-Path RNN for Hierarchical Modeling of Long Sequential
    Data and Its Application to Speaker Stream Separation.” In <i>Proc. Interspeech
    2020</i>, 2652–56, 2020. <a href="https://doi.org/10.21437/Interspeech.2020-2388">https://doi.org/10.21437/Interspeech.2020-2388</a>.
  ieee: 'K. Kinoshita, T. von Neumann, M. Delcroix, T. Nakatani, and R. Haeb-Umbach,
    “Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application
    to Speaker Stream Separation,” in <i>Proc. Interspeech 2020</i>, 2020, pp. 2652–2656,
    doi: <a href="https://doi.org/10.21437/Interspeech.2020-2388">10.21437/Interspeech.2020-2388</a>.'
  mla: Kinoshita, Keisuke, et al. “Multi-Path RNN for Hierarchical Modeling of Long
    Sequential Data and Its Application to Speaker Stream Separation.” <i>Proc. Interspeech
    2020</i>, 2020, pp. 2652–56, doi:<a href="https://doi.org/10.21437/Interspeech.2020-2388">10.21437/Interspeech.2020-2388</a>.
  short: 'K. Kinoshita, T. von Neumann, M. Delcroix, T. Nakatani, R. Haeb-Umbach,
    in: Proc. Interspeech 2020, 2020, pp. 2652–2656.'
date_created: 2020-12-16T14:15:24Z
date_updated: 2023-11-15T12:14:25Z
ddc:
- '000'
department:
- _id: '54'
doi: 10.21437/Interspeech.2020-2388
file:
- access_level: open_access
  content_type: application/pdf
  creator: huesera
  date_created: 2020-12-16T14:16:32Z
  date_updated: 2020-12-16T14:16:32Z
  file_id: '20767'
  file_name: INTERSPEECH_2020_vonNeumann1_Paper.pdf
  file_size: 1725219
  relation: main_file
file_date_updated: 2020-12-16T14:16:32Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 2652-2656
publication: Proc. Interspeech 2020
quality_controlled: '1'
status: public
title: Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application
  to Speaker Stream Separation
type: conference
user_id: '49870'
year: '2020'
...
---
_id: '23518'
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Daniel
  full_name: Roesmann, Daniel
  id: '54680'
  last_name: Roesmann
- first_name: Jens
  full_name: Pottebaum, Jens
  id: '405'
  last_name: Pottebaum
  orcid: http://orcid.org/0000-0001-8778-2989
citation:
  ama: 'Gräßler I, Roesmann D, Pottebaum J. Traceable learning effects by use of digital
    adaptive assistance in production. In: <i>Procedia Manufacturing - Proceedings
    of the 10th Conference on Learning Factories, CLF2020, Band 45;  16. - 17. Apr.
    2020</i>. Vol 45. Elsevier ; 2020:479-484. doi:<a href="https://doi.org/doi: 10.1016/j.promfg.2020.04.058">doi:
    10.1016/j.promfg.2020.04.058</a>'
  apa: 'Gräßler, I., Roesmann, D., &#38; Pottebaum, J. (2020). Traceable learning
    effects by use of digital adaptive assistance in production. <i>Procedia Manufacturing
    - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 
    16. - 17. Apr. 2020</i>, <i>45</i>, 479–484. <a href="https://doi.org/doi: 10.1016/j.promfg.2020.04.058">https://doi.org/doi:
    10.1016/j.promfg.2020.04.058</a>'
  bibtex: '@inproceedings{Gräßler_Roesmann_Pottebaum_2020, place={Graz, Austria},
    title={Traceable learning effects by use of digital adaptive assistance in production},
    volume={45}, DOI={<a href="https://doi.org/doi: 10.1016/j.promfg.2020.04.058">doi:
    10.1016/j.promfg.2020.04.058</a>}, booktitle={Procedia Manufacturing - Proceedings
    of the 10th Conference on Learning Factories, CLF2020, Band 45;  16. - 17. Apr.
    2020}, publisher={Elsevier }, author={Gräßler, Iris and Roesmann, Daniel and Pottebaum,
    Jens}, year={2020}, pages={479–484} }'
  chicago: 'Gräßler, Iris, Daniel Roesmann, and Jens Pottebaum. “Traceable Learning
    Effects by Use of Digital Adaptive Assistance in Production.” In <i>Procedia Manufacturing
    - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 
    16. - 17. Apr. 2020</i>, 45:479–84. Graz, Austria: Elsevier , 2020. <a href="https://doi.org/doi:
    10.1016/j.promfg.2020.04.058">https://doi.org/doi: 10.1016/j.promfg.2020.04.058</a>.'
  ieee: 'I. Gräßler, D. Roesmann, and J. Pottebaum, “Traceable learning effects by
    use of digital adaptive assistance in production,” in <i>Procedia Manufacturing
    - Proceedings of the 10th Conference on Learning Factories, CLF2020, Band 45; 
    16. - 17. Apr. 2020</i>, 2020, vol. 45, pp. 479–484, doi: <a href="https://doi.org/doi:
    10.1016/j.promfg.2020.04.058">doi: 10.1016/j.promfg.2020.04.058</a>.'
  mla: 'Gräßler, Iris, et al. “Traceable Learning Effects by Use of Digital Adaptive
    Assistance in Production.” <i>Procedia Manufacturing - Proceedings of the 10th
    Conference on Learning Factories, CLF2020, Band 45;  16. - 17. Apr. 2020</i>,
    vol. 45, Elsevier , 2020, pp. 479–84, doi:<a href="https://doi.org/doi: 10.1016/j.promfg.2020.04.058">doi:
    10.1016/j.promfg.2020.04.058</a>.'
  short: 'I. Gräßler, D. Roesmann, J. Pottebaum, in: Procedia Manufacturing - Proceedings
    of the 10th Conference on Learning Factories, CLF2020, Band 45;  16. - 17. Apr.
    2020, Elsevier , Graz, Austria, 2020, pp. 479–484.'
date_created: 2021-08-24T10:08:32Z
date_updated: 2023-11-16T09:22:14Z
department:
- _id: '152'
doi: 'doi: 10.1016/j.promfg.2020.04.058'
intvolume: '        45'
language:
- iso: eng
page: 479-484
place: Graz, Austria
publication: Procedia Manufacturing - Proceedings of the 10th Conference on Learning
  Factories, CLF2020, Band 45;  16. - 17. Apr. 2020
publisher: 'Elsevier '
quality_controlled: '1'
status: public
title: Traceable learning effects by use of digital adaptive assistance in production
type: conference
user_id: '405'
volume: 45
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: <i>ISPIM
    Conference Proceedings; 7. - 10. Jun. 2020</i>. International Society for Professional
    Innovation Management (ISPIM); 2020:1-9.'
  apa: Gräßler, I., Pottebaum, J., Scholle, P., &#38; Thiele, H. (2020). Innovation
    management and strategic planning of innovative self-preparednes and self-Protection
    services. <i>ISPIM Conference Proceedings; 7. - 10. Jun. 2020</i>, 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 <i>ISPIM Conference Proceedings; 7. - 10. Jun. 2020</i>, 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 <i>ISPIM Conference Proceedings; 7. - 10. Jun. 2020</i>, 2020, pp. 1–9.
  mla: Gräßler, Iris, et al. “Innovation Management and Strategic Planning of Innovative
    Self-Preparednes and Self-Protection Services.” <i>ISPIM Conference Proceedings;
    7. - 10. Jun. 2020</i>, 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: '23468'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>The value of models is well recognised
    in product and systems engineering. Modelling languages and diagrams are used
    to capture mental models and to handle model complexity. Literature research indicates
    that there are only very few approaches to utilise the potential of virtual and
    augmented reality for supporting tasks in model based (systems) engineering. The
    paper at hand contributes a new morphology of intuitive interaction for Immersive
    Abstraction as a holistic approach to extend that coverage. It presents a holistic
    framework to categorise solutions and future research directions.</jats:p>
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
citation:
  ama: 'Gräßler I, Pottebaum J. Immersive Abstraction: A new Morphology of Intuitive
    Interaction with System Models. <i>Proceedings of the Design Society: DESIGN Conference;
    26 - 29 Okt 2020</i>. 2020;Band 1:1295-1304. doi:<a href="https://doi.org/10.1017/dsd.2020.158">10.1017/dsd.2020.158</a>'
  apa: 'Gräßler, I., &#38; Pottebaum, J. (2020). Immersive Abstraction: A new Morphology
    of Intuitive Interaction with System Models. <i>Proceedings of the Design Society:
    DESIGN Conference; 26. - 29. Okt. 2020</i>, <i>Band 1</i>, 1295–1304. <a href="https://doi.org/10.1017/dsd.2020.158">https://doi.org/10.1017/dsd.2020.158</a>'
  bibtex: '@article{Gräßler_Pottebaum_2020, title={Immersive Abstraction: A new Morphology
    of Intuitive Interaction with System Models}, volume={Band 1}, DOI={<a href="https://doi.org/10.1017/dsd.2020.158">10.1017/dsd.2020.158</a>},
    journal={Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt.
    2020}, publisher={Cambridge University Press}, author={Gräßler, Iris and Pottebaum,
    Jens}, year={2020}, pages={1295–1304} }'
  chicago: 'Gräßler, Iris, and Jens Pottebaum. “Immersive Abstraction: A New Morphology
    of Intuitive Interaction with System Models.” <i>Proceedings of the Design Society:
    DESIGN Conference; 26. - 29. Okt. 2020</i> Band 1 (2020): 1295–1304. <a href="https://doi.org/10.1017/dsd.2020.158">https://doi.org/10.1017/dsd.2020.158</a>.'
  ieee: 'I. Gräßler and J. Pottebaum, “Immersive Abstraction: A new Morphology of
    Intuitive Interaction with System Models,” <i>Proceedings of the Design Society:
    DESIGN Conference; 26. - 29. Okt. 2020</i>, vol. Band 1, pp. 1295–1304, 2020,
    doi: <a href="https://doi.org/10.1017/dsd.2020.158">10.1017/dsd.2020.158</a>.'
  mla: 'Gräßler, Iris, and Jens Pottebaum. “Immersive Abstraction: A New Morphology
    of Intuitive Interaction with System Models.” <i>Proceedings of the Design Society:
    DESIGN Conference; 26. - 29. Okt. 2020</i>, vol. Band 1, Cambridge University
    Press, 2020, pp. 1295–304, doi:<a href="https://doi.org/10.1017/dsd.2020.158">10.1017/dsd.2020.158</a>.'
  short: 'I. Gräßler, J. Pottebaum, Proceedings of the Design Society: DESIGN Conference;
    26. - 29. Okt. 2020 Band 1 (2020) 1295–1304.'
date_created: 2021-08-23T12:37:24Z
date_updated: 2023-11-16T09:24:11Z
department:
- _id: '152'
doi: 10.1017/dsd.2020.158
language:
- iso: eng
page: 1295-1304
publication: 'Proceedings of the Design Society: DESIGN Conference; 26. - 29. Okt.
  2020'
publication_identifier:
  issn:
  - 2633-7762
publication_status: published
publisher: Cambridge University Press
quality_controlled: '1'
status: public
title: 'Immersive Abstraction: A new Morphology of Intuitive Interaction with System
  Models'
type: journal_article
user_id: '405'
volume: Band 1
year: '2020'
...
---
_id: '23520'
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Daniel
  full_name: Roesmann, Daniel
  id: '54680'
  last_name: Roesmann
- first_name: Jens
  full_name: Pottebaum, Jens
  id: '405'
  last_name: Pottebaum
  orcid: http://orcid.org/0000-0001-8778-2989
citation:
  ama: 'Gräßler I, Roesmann D, Pottebaum J. Entwicklung eines Prüfstands für die Bewertung
    von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen.
    In: <i>Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?;
    16. - 18. Mrz. 2020</i>. Gesellschaft für Arbeitswissenschaft e. V., Dortmund;
    2020:B.6.4.'
  apa: Gräßler, I., Roesmann, D., &#38; Pottebaum, J. (2020). Entwicklung eines Prüfstands
    für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen
    Produktionssystemen. <i>Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit,
    digitaler Mensch?; 16. - 18. Mrz. 2020</i>, B.6.4.
  bibtex: '@inproceedings{Gräßler_Roesmann_Pottebaum_2020, place={Berlin}, title={Entwicklung
    eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in
    Cyber-physischen Produktionssystemen}, booktitle={Frühjahrskongress 2020 - Digitaler
    Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020}, publisher={Gesellschaft
    für Arbeitswissenschaft e. V., Dortmund}, author={Gräßler, Iris and Roesmann,
    Daniel and Pottebaum, Jens}, year={2020}, pages={B.6.4} }'
  chicago: 'Gräßler, Iris, Daniel Roesmann, and Jens Pottebaum. “Entwicklung eines
    Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen
    Produktionssystemen.” In <i>Frühjahrskongress 2020 - Digitaler Wandel, digitale
    Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020</i>, B.6.4. Berlin: Gesellschaft
    für Arbeitswissenschaft e. V., Dortmund, 2020.'
  ieee: I. Gräßler, D. Roesmann, and J. Pottebaum, “Entwicklung eines Prüfstands für
    die Bewertung von kompetenzbildenden Assistenzsystemen in Cyber-physischen Produktionssystemen,”
    in <i>Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?;
    16. - 18. Mrz. 2020</i>, 2020, p. B.6.4.
  mla: Gräßler, Iris, et al. “Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden
    Assistenzsystemen in Cyber-physischen Produktionssystemen.” <i>Frühjahrskongress
    2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020</i>,
    Gesellschaft für Arbeitswissenschaft e. V., Dortmund, 2020, p. B.6.4.
  short: 'I. Gräßler, D. Roesmann, J. Pottebaum, in: Frühjahrskongress 2020 - Digitaler
    Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020, Gesellschaft
    für Arbeitswissenschaft e. V., Dortmund, Berlin, 2020, p. B.6.4.'
date_created: 2021-08-25T12:28:20Z
date_updated: 2023-11-16T09:22:38Z
department:
- _id: '152'
language:
- iso: ger
page: B.6.4
place: Berlin
publication: Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler
  Mensch?; 16. - 18. Mrz. 2020
publication_identifier:
  isbn:
  - 978-3-936804-27-0
publisher: Gesellschaft für Arbeitswissenschaft e. V., Dortmund
quality_controlled: '1'
status: public
title: Entwicklung eines Prüfstands für die Bewertung von kompetenzbildenden Assistenzsystemen
  in Cyber-physischen Produktionssystemen
type: conference
user_id: '405'
year: '2020'
...
---
_id: '23519'
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: Patrick
  full_name: Taplick, Patrick
  last_name: Taplick
- first_name: Daniel
  full_name: Roesmann, Daniel
  id: '54680'
  last_name: Roesmann
- first_name: Markus
  full_name: Kamann, Markus
  last_name: Kamann
citation:
  ama: 'Gräßler I, Pottebaum J, Taplick P, Roesmann D, Kamann M. Produktdatenbasiertes,
    arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung.
    In: <i>Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?;
    16. - 18. Mrz. 2020</i>. Gesellschaft für Arbeitswissenschaft e. V., Dortmund;
    2020:B.2.2.'
  apa: Gräßler, I., Pottebaum, J., Taplick, P., Roesmann, D., &#38; Kamann, M. (2020).
    Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality
    in der Instandhaltung. <i>Frühjahrskongress 2020 - Digitaler Wandel, digitale
    Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020</i>, B.2.2.
  bibtex: '@inproceedings{Gräßler_Pottebaum_Taplick_Roesmann_Kamann_2020, place={Berlin},
    title={Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality
    in der Instandhaltung}, booktitle={Frühjahrskongress 2020 - Digitaler Wandel,
    digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020}, publisher={Gesellschaft
    für Arbeitswissenschaft e. V., Dortmund}, author={Gräßler, Iris and Pottebaum,
    Jens and Taplick, Patrick and Roesmann, Daniel and Kamann, Markus}, year={2020},
    pages={B.2.2} }'
  chicago: 'Gräßler, Iris, Jens Pottebaum, Patrick Taplick, Daniel Roesmann, and Markus
    Kamann. “Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented
    Reality in der Instandhaltung.” In <i>Frühjahrskongress 2020 - Digitaler Wandel,
    digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020</i>, B.2.2. Berlin: Gesellschaft
    für Arbeitswissenschaft e. V., Dortmund, 2020.'
  ieee: I. Gräßler, J. Pottebaum, P. Taplick, D. Roesmann, and M. Kamann, “Produktdatenbasiertes,
    arbeitsgebundenes Lernen für und mit Augmented Reality in der Instandhaltung,”
    in <i>Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?;
    16. - 18. Mrz. 2020</i>, 2020, p. B.2.2.
  mla: Gräßler, Iris, et al. “Produktdatenbasiertes, arbeitsgebundenes Lernen für
    und mit Augmented Reality in der Instandhaltung.” <i>Frühjahrskongress 2020 -
    Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020</i>,
    Gesellschaft für Arbeitswissenschaft e. V., Dortmund, 2020, p. B.2.2.
  short: 'I. Gräßler, J. Pottebaum, P. Taplick, D. Roesmann, M. Kamann, in: Frühjahrskongress
    2020 - Digitaler Wandel, digitale Arbeit, digitaler Mensch?; 16. - 18. Mrz. 2020,
    Gesellschaft für Arbeitswissenschaft e. V., Dortmund, Berlin, 2020, p. B.2.2.'
date_created: 2021-08-25T12:17:57Z
date_updated: 2023-11-16T09:22:27Z
department:
- _id: '152'
language:
- iso: ger
page: B.2.2
place: Berlin
publication: Frühjahrskongress 2020 - Digitaler Wandel, digitale Arbeit, digitaler
  Mensch?; 16. - 18. Mrz. 2020
publication_identifier:
  isbn:
  - 978-3-936804-27-0
publisher: Gesellschaft für Arbeitswissenschaft e. V., Dortmund
quality_controlled: '1'
status: public
title: Produktdatenbasiertes, arbeitsgebundenes Lernen für und mit Augmented Reality
  in der Instandhaltung
type: conference
user_id: '405'
year: '2020'
...
---
_id: '23530'
author:
- first_name: Jens
  full_name: Pottebaum, Jens
  id: '405'
  last_name: Pottebaum
  orcid: http://orcid.org/0000-0001-8778-2989
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
citation:
  ama: 'Pottebaum J, Gräßler I. Informationsqualität in der Produktentwicklung: Modellbasiertes
    Systems Engineering mit expliziter Berücksichtigung von Unsicherheit. <i>Konstruktion</i>.
    2020;72 (11-12)((11-12)):76-83. doi:<a href="https://doi.org/10.37544/0720-5953-2020-11-12-76">10.37544/0720-5953-2020-11-12-76</a>'
  apa: 'Pottebaum, J., &#38; Gräßler, I. (2020). Informationsqualität in der Produktentwicklung:
    Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit.
    <i>Konstruktion</i>, <i>72 (11-12)</i>((11-12)), 76–83. <a href="https://doi.org/10.37544/0720-5953-2020-11-12-76">https://doi.org/10.37544/0720-5953-2020-11-12-76</a>'
  bibtex: '@article{Pottebaum_Gräßler_2020, title={Informationsqualität in der Produktentwicklung:
    Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit},
    volume={72 (11–12)}, DOI={<a href="https://doi.org/10.37544/0720-5953-2020-11-12-76">10.37544/0720-5953-2020-11-12-76</a>},
    number={(11-12)}, journal={Konstruktion}, publisher={VDI-Verlag}, author={Pottebaum,
    Jens and Gräßler, Iris}, year={2020}, pages={76–83} }'
  chicago: 'Pottebaum, Jens, and Iris Gräßler. “Informationsqualität in der Produktentwicklung:
    Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit.”
    <i>Konstruktion</i> 72 (11-12), no. (11-12) (2020): 76–83. <a href="https://doi.org/10.37544/0720-5953-2020-11-12-76">https://doi.org/10.37544/0720-5953-2020-11-12-76</a>.'
  ieee: 'J. Pottebaum and I. Gräßler, “Informationsqualität in der Produktentwicklung:
    Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit,”
    <i>Konstruktion</i>, vol. 72 (11–12), no. (11-12), pp. 76–83, 2020, doi: <a href="https://doi.org/10.37544/0720-5953-2020-11-12-76">10.37544/0720-5953-2020-11-12-76</a>.'
  mla: 'Pottebaum, Jens, and Iris Gräßler. “Informationsqualität in der Produktentwicklung:
    Modellbasiertes Systems Engineering mit expliziter Berücksichtigung von Unsicherheit.”
    <i>Konstruktion</i>, vol. 72 (11-12), no. (11-12), VDI-Verlag, 2020, pp. 76–83,
    doi:<a href="https://doi.org/10.37544/0720-5953-2020-11-12-76">10.37544/0720-5953-2020-11-12-76</a>.'
  short: J. Pottebaum, I. Gräßler, Konstruktion 72 (11–12) (2020) 76–83.
date_created: 2021-08-26T12:08:21Z
date_updated: 2023-11-16T09:23:05Z
department:
- _id: '152'
doi: 10.37544/0720-5953-2020-11-12-76
issue: (11-12)
language:
- iso: ger
page: 76-83
publication: Konstruktion
publisher: VDI-Verlag
quality_controlled: '1'
status: public
title: 'Informationsqualität in der Produktentwicklung: Modellbasiertes Systems Engineering
  mit expliziter Berücksichtigung von Unsicherheit'
type: journal_article
user_id: '405'
volume: 72 (11-12)
year: '2020'
...
---
_id: '48963'
author:
- first_name: Max
  full_name: Schulze, Max
  id: '77991'
  last_name: Schulze
citation:
  ama: 'Schulze M. Hunger (Eduardo Chillida) und Swingcolor. In: Gliem V, Strsembski
    S, eds. <i>Provinz Editionen 2011-2020</i>. ; 2020.'
  apa: Schulze, M. (2020). Hunger (Eduardo Chillida) und Swingcolor. In V. Gliem &#38;
    S. Strsembski (Eds.), <i>Provinz Editionen 2011-2020</i>.
  bibtex: '@inbook{Schulze_2020, place={Berlin / Bochum}, title={Hunger (Eduardo Chillida)
    und Swingcolor}, booktitle={Provinz Editionen 2011-2020}, author={Schulze, Max},
    editor={Gliem, Vera and Strsembski, Stephan}, year={2020} }'
  chicago: Schulze, Max. “Hunger (Eduardo Chillida) und Swingcolor.” In <i>Provinz
    Editionen 2011-2020</i>, edited by Vera Gliem and Stephan Strsembski. Berlin /
    Bochum, 2020.
  ieee: M. Schulze, “Hunger (Eduardo Chillida) und Swingcolor,” in <i>Provinz Editionen
    2011-2020</i>, V. Gliem and S. Strsembski, Eds. Berlin / Bochum, 2020.
  mla: Schulze, Max. “Hunger (Eduardo Chillida) und Swingcolor.” <i>Provinz Editionen
    2011-2020</i>, edited by Vera Gliem and Stephan Strsembski, 2020.
  short: 'M. Schulze, in: V. Gliem, S. Strsembski (Eds.), Provinz Editionen 2011-2020,
    Berlin / Bochum, 2020.'
date_created: 2023-11-16T11:56:07Z
date_updated: 2023-11-16T11:56:20Z
editor:
- first_name: Vera
  full_name: Gliem, Vera
  last_name: Gliem
- first_name: Stephan
  full_name: Strsembski, Stephan
  last_name: Strsembski
keyword:
- Editionen
- Kunst
- Fotografie
- Siebdruck
- Farbattentat
language:
- iso: ger
place: Berlin / Bochum
publication: Provinz Editionen 2011-2020
publication_status: published
status: public
title: Hunger (Eduardo Chillida) und Swingcolor
type: book_chapter
user_id: '77991'
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. <i>Salon #15</i>.
    Salon Verlag; 2020:65-74.'
  apa: 'Schulze, M. (2020). Der Wunsch zu verschwinden. In G. Theewen (Ed.), <i>Salon
    #15</i> (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 <i>Salon #15</i>, edited
    by Gerhard  Theewen, 65–74. Köln: Salon Verlag, 2020.'
  ieee: 'M. Schulze, “Der Wunsch zu verschwinden,” in <i>Salon #15</i>, G. Theewen,
    Ed. Köln: Salon Verlag, 2020, pp. 65–74.'
  mla: 'Schulze, Max. “Der Wunsch zu verschwinden.” <i>Salon #15</i>, 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: '29817'
author:
- first_name: Olaf
  full_name: Hartung, Olaf
  id: '79451'
  last_name: Hartung
citation:
  ama: Hartung O. <i>Museen und Geschichtsunterricht</i>. 1st ed. W. Kohlhammer; 2020.
  apa: Hartung, O. (2020). <i>Museen und Geschichtsunterricht</i> (1st ed.). W. Kohlhammer.
  bibtex: '@book{Hartung_2020, place={Stuttgart}, edition={1}, title={Museen und Geschichtsunterricht},
    publisher={W. Kohlhammer}, author={Hartung, Olaf}, year={2020} }'
  chicago: 'Hartung, Olaf. <i>Museen und Geschichtsunterricht</i>. 1st ed. Stuttgart:
    W. Kohlhammer, 2020.'
  ieee: 'O. Hartung, <i>Museen und Geschichtsunterricht</i>, 1st ed. Stuttgart: W.
    Kohlhammer, 2020.'
  mla: Hartung, Olaf. <i>Museen und Geschichtsunterricht</i>. 1st ed., W. Kohlhammer,
    2020.
  short: O. Hartung, Museen und Geschichtsunterricht, 1st ed., W. Kohlhammer, Stuttgart,
    2020.
date_created: 2022-02-13T17:14:24Z
date_updated: 2023-11-16T18:31:41Z
department:
- _id: '6'
- _id: '444'
edition: '1'
language:
- iso: ger
page: '178'
place: Stuttgart
publication_identifier:
  isbn:
  - 978-3-17-022637-1
publication_status: published
publisher: W. Kohlhammer
status: public
title: Museen und Geschichtsunterricht
type: book
user_id: '79451'
year: '2020'
...
---
_id: '49006'
author:
- first_name: Tilman
  full_name: Moritz, Tilman
  id: '23692'
  last_name: Moritz
citation:
  ama: 'Moritz T. Mehr Barock wagen. Neuordnungen des Fürstbistums Paderborn aus dem
    Dreißigjährigen Krieg. In: Stiegemann C, Erzbischöfliches Diözesanmuseum Paderborn,
    eds. <i>Peter Paul Rubens und der Barock im Norden. Katalog zur Ausstellung im
    Erzbischöflichen Diözesanmuseum Paderborn</i>. Michael Imhof; 2020:136–147.'
  apa: Moritz, T. (2020). Mehr Barock wagen. Neuordnungen des Fürstbistums Paderborn
    aus dem Dreißigjährigen Krieg. In C. Stiegemann &#38; Erzbischöfliches Diözesanmuseum
    Paderborn (Eds.), <i>Peter Paul Rubens und der Barock im Norden. Katalog zur Ausstellung
    im Erzbischöflichen Diözesanmuseum Paderborn</i> (pp. 136–147). Michael Imhof.
  bibtex: '@inbook{Moritz_2020, place={Petersberg}, title={Mehr Barock wagen. Neuordnungen
    des Fürstbistums Paderborn aus dem Dreißigjährigen Krieg}, booktitle={Peter Paul
    Rubens und der Barock im Norden. Katalog zur Ausstellung im Erzbischöflichen Diözesanmuseum
    Paderborn}, publisher={Michael Imhof}, author={Moritz, Tilman}, editor={Stiegemann,
    Christoph and Erzbischöfliches Diözesanmuseum Paderborn}, year={2020}, pages={136–147}
    }'
  chicago: 'Moritz, Tilman. “Mehr Barock wagen. Neuordnungen des Fürstbistums Paderborn
    aus dem Dreißigjährigen Krieg.” In <i>Peter Paul Rubens und der Barock im Norden.
    Katalog zur Ausstellung im Erzbischöflichen Diözesanmuseum Paderborn</i>, edited
    by Christoph Stiegemann and Erzbischöfliches Diözesanmuseum Paderborn, 136–147.
    Petersberg: Michael Imhof, 2020.'
  ieee: 'T. Moritz, “Mehr Barock wagen. Neuordnungen des Fürstbistums Paderborn aus
    dem Dreißigjährigen Krieg,” in <i>Peter Paul Rubens und der Barock im Norden.
    Katalog zur Ausstellung im Erzbischöflichen Diözesanmuseum Paderborn</i>, C. Stiegemann
    and Erzbischöfliches Diözesanmuseum Paderborn, Eds. Petersberg: Michael Imhof,
    2020, pp. 136–147.'
  mla: Moritz, Tilman. “Mehr Barock wagen. Neuordnungen des Fürstbistums Paderborn
    aus dem Dreißigjährigen Krieg.” <i>Peter Paul Rubens und der Barock im Norden.
    Katalog zur Ausstellung im Erzbischöflichen Diözesanmuseum Paderborn</i>, edited
    by Christoph Stiegemann and Erzbischöfliches Diözesanmuseum Paderborn, Michael
    Imhof, 2020, pp. 136–147.
  short: 'T. Moritz, in: C. Stiegemann, Erzbischöfliches Diözesanmuseum Paderborn
    (Eds.), Peter Paul Rubens und der Barock im Norden. Katalog zur Ausstellung im
    Erzbischöflichen Diözesanmuseum Paderborn, Michael Imhof, Petersberg, 2020, pp.
    136–147.'
corporate_editor:
- Erzbischöfliches Diözesanmuseum Paderborn
date_created: 2023-11-17T09:42:51Z
date_updated: 2023-11-17T09:45:10Z
editor:
- first_name: Christoph
  full_name: Stiegemann, Christoph
  last_name: Stiegemann
language:
- iso: ger
page: 136–147
place: Petersberg
publication: Peter Paul Rubens und der Barock im Norden. Katalog zur Ausstellung im
  Erzbischöflichen Diözesanmuseum Paderborn
publication_identifier:
  isbn:
  - 978-3-7319-0956-9
publication_status: published
publisher: Michael Imhof
quality_controlled: '1'
status: public
title: Mehr Barock wagen. Neuordnungen des Fürstbistums Paderborn aus dem Dreißigjährigen
  Krieg
type: book_chapter
user_id: '23692'
year: '2020'
...
---
_id: '17994'
abstract:
- lang: eng
  text: In this work we review the novel framework for the computation of finite dimensional
    invariant sets of infinite dimensional dynamical systems developed in [6] and
    [36]. By utilizing results on embedding techniques for infinite dimensional systems
    we extend a classical subdivision scheme [8] as well as a continuation algorithm
    [7] for the computation of attractors and invariant manifolds of finite dimensional
    systems to the infinite dimensional case. We show how to implement this approach
    for the analysis of delay differential equations and partial differential equations
    and illustrate the feasibility of our implementation by computing the attractor
    of the Mackey-Glass equation and the unstable manifold of the one-dimensional
    Kuramoto-Sivashinsky equation.
author:
- first_name: Raphael
  full_name: Gerlach, Raphael
  id: '32655'
  last_name: Gerlach
- first_name: Adrian
  full_name: Ziessler, Adrian
  last_name: Ziessler
citation:
  ama: 'Gerlach R, Ziessler A. The Approximation of Invariant Sets in Infinite Dimensional
    Dynamical Systems. In: Junge O, Schütze O, Ober-Blöbaum S, Padberg-Gehle K, eds.
    <i>Advances in Dynamics, Optimization and Computation</i>. Vol 304. Studies in
    Systems, Decision and Control. Springer International Publishing; 2020:66-85.
    doi:<a href="https://doi.org/10.1007/978-3-030-51264-4_3">10.1007/978-3-030-51264-4_3</a>'
  apa: Gerlach, R., &#38; Ziessler, A. (2020). The Approximation of Invariant Sets
    in Infinite Dimensional Dynamical Systems. In O. Junge, O. Schütze, S. Ober-Blöbaum,
    &#38; K. Padberg-Gehle (Eds.), <i>Advances in Dynamics, Optimization and Computation</i>
    (Vol. 304, pp. 66–85). Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-51264-4_3">https://doi.org/10.1007/978-3-030-51264-4_3</a>
  bibtex: '@inbook{Gerlach_Ziessler_2020, place={Cham}, series={Studies in Systems,
    Decision and Control}, title={The Approximation of Invariant Sets in Infinite
    Dimensional Dynamical Systems}, volume={304}, DOI={<a href="https://doi.org/10.1007/978-3-030-51264-4_3">10.1007/978-3-030-51264-4_3</a>},
    booktitle={Advances in Dynamics, Optimization and Computation}, publisher={Springer
    International Publishing}, author={Gerlach, Raphael and Ziessler, Adrian}, editor={Junge,
    Oliver and Schütze, Oliver and Ober-Blöbaum, Sina and Padberg-Gehle, Kathrin},
    year={2020}, pages={66–85}, collection={Studies in Systems, Decision and Control}
    }'
  chicago: 'Gerlach, Raphael, and Adrian Ziessler. “The Approximation of Invariant
    Sets in Infinite Dimensional Dynamical Systems.” In <i>Advances in Dynamics, Optimization
    and Computation</i>, edited by Oliver Junge, Oliver Schütze, Sina Ober-Blöbaum,
    and Kathrin Padberg-Gehle, 304:66–85. Studies in Systems, Decision and Control.
    Cham: Springer International Publishing, 2020. <a href="https://doi.org/10.1007/978-3-030-51264-4_3">https://doi.org/10.1007/978-3-030-51264-4_3</a>.'
  ieee: 'R. Gerlach and A. Ziessler, “The Approximation of Invariant Sets in Infinite
    Dimensional Dynamical Systems,” in <i>Advances in Dynamics, Optimization and Computation</i>,
    vol. 304, O. Junge, O. Schütze, S. Ober-Blöbaum, and K. Padberg-Gehle, Eds. Cham:
    Springer International Publishing, 2020, pp. 66–85.'
  mla: Gerlach, Raphael, and Adrian Ziessler. “The Approximation of Invariant Sets
    in Infinite Dimensional Dynamical Systems.” <i>Advances in Dynamics, Optimization
    and Computation</i>, edited by Oliver Junge et al., vol. 304, Springer International
    Publishing, 2020, pp. 66–85, doi:<a href="https://doi.org/10.1007/978-3-030-51264-4_3">10.1007/978-3-030-51264-4_3</a>.
  short: 'R. Gerlach, A. Ziessler, in: O. Junge, O. Schütze, S. Ober-Blöbaum, K. Padberg-Gehle
    (Eds.), Advances in Dynamics, Optimization and Computation, Springer International
    Publishing, Cham, 2020, pp. 66–85.'
date_created: 2020-08-14T15:02:22Z
date_updated: 2023-11-17T13:13:25Z
department:
- _id: '101'
doi: 10.1007/978-3-030-51264-4_3
editor:
- first_name: Oliver
  full_name: Junge, Oliver
  last_name: Junge
- first_name: Oliver
  full_name: Schütze, Oliver
  last_name: Schütze
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  last_name: Ober-Blöbaum
- first_name: Kathrin
  full_name: Padberg-Gehle, Kathrin
  last_name: Padberg-Gehle
intvolume: '       304'
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/chapter/10.1007/978-3-030-51264-4_3
page: 66-85
place: Cham
publication: Advances in Dynamics, Optimization and Computation
publication_identifier:
  isbn:
  - '9783030512637'
  - '9783030512644'
  issn:
  - 2198-4182
  - 2198-4190
publication_status: published
publisher: Springer International Publishing
series_title: Studies in Systems, Decision and Control
status: public
title: The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems
type: book_chapter
user_id: '32655'
volume: 304
year: '2020'
...
---
_id: '16712'
abstract:
- lang: eng
  text: We investigate self-adjoint matrices A∈Rn,n with respect to their equivariance
    properties. We show in particular that a matrix is self-adjoint if and only if
    it is equivariant with respect to the action of a group Γ2(A)⊂O(n) which is isomorphic
    to ⊗nk=1Z2. If the self-adjoint matrix possesses multiple eigenvalues – this may,
    for instance, be induced by symmetry properties of an underlying dynamical system
    – then A is even equivariant with respect to the action of a group Γ(A)≃∏ki=1O(mi)
    where m1,…,mk are the multiplicities of the eigenvalues λ1,…,λk of A. We discuss
    implications of this result for equivariant bifurcation problems, and we briefly
    address further applications for the Procrustes problem, graph symmetries and
    Taylor expansions.
author:
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
- first_name: Bennet
  full_name: Gebken, Bennet
  id: '32643'
  last_name: Gebken
- first_name: Raphael
  full_name: Gerlach, Raphael
  id: '32655'
  last_name: Gerlach
- first_name: Stefan
  full_name: Klus, Stefan
  last_name: Klus
citation:
  ama: Dellnitz M, Gebken B, Gerlach R, Klus S. On the equivariance properties of
    self-adjoint matrices. <i>Dynamical Systems</i>. 2020;35(2):197-215. doi:<a href="https://doi.org/10.1080/14689367.2019.1661355">10.1080/14689367.2019.1661355</a>
  apa: Dellnitz, M., Gebken, B., Gerlach, R., &#38; Klus, S. (2020). On the equivariance
    properties of self-adjoint matrices. <i>Dynamical Systems</i>, <i>35</i>(2), 197–215.
    <a href="https://doi.org/10.1080/14689367.2019.1661355">https://doi.org/10.1080/14689367.2019.1661355</a>
  bibtex: '@article{Dellnitz_Gebken_Gerlach_Klus_2020, title={On the equivariance
    properties of self-adjoint matrices}, volume={35}, DOI={<a href="https://doi.org/10.1080/14689367.2019.1661355">10.1080/14689367.2019.1661355</a>},
    number={2}, journal={Dynamical Systems}, author={Dellnitz, Michael and Gebken,
    Bennet and Gerlach, Raphael and Klus, Stefan}, year={2020}, pages={197–215} }'
  chicago: 'Dellnitz, Michael, Bennet Gebken, Raphael Gerlach, and Stefan Klus. “On
    the Equivariance Properties of Self-Adjoint Matrices.” <i>Dynamical Systems</i>
    35, no. 2 (2020): 197–215. <a href="https://doi.org/10.1080/14689367.2019.1661355">https://doi.org/10.1080/14689367.2019.1661355</a>.'
  ieee: 'M. Dellnitz, B. Gebken, R. Gerlach, and S. Klus, “On the equivariance properties
    of self-adjoint matrices,” <i>Dynamical Systems</i>, vol. 35, no. 2, pp. 197–215,
    2020, doi: <a href="https://doi.org/10.1080/14689367.2019.1661355">10.1080/14689367.2019.1661355</a>.'
  mla: Dellnitz, Michael, et al. “On the Equivariance Properties of Self-Adjoint Matrices.”
    <i>Dynamical Systems</i>, vol. 35, no. 2, 2020, pp. 197–215, doi:<a href="https://doi.org/10.1080/14689367.2019.1661355">10.1080/14689367.2019.1661355</a>.
  short: M. Dellnitz, B. Gebken, R. Gerlach, S. Klus, Dynamical Systems 35 (2020)
    197–215.
date_created: 2020-04-16T14:07:25Z
date_updated: 2023-11-17T13:12:59Z
department:
- _id: '101'
doi: 10.1080/14689367.2019.1661355
intvolume: '        35'
issue: '2'
language:
- iso: eng
main_file_link:
- url: https://doi.org/10.1080/14689367.2019.1661355
page: 197-215
publication: Dynamical Systems
publication_identifier:
  issn:
  - 1468-9367
  - 1468-9375
publication_status: published
status: public
title: On the equivariance properties of self-adjoint matrices
type: journal_article
user_id: '32655'
volume: 35
year: '2020'
...
---
_id: '49070'
author:
- first_name: Max
  full_name: Schulze, Max
  id: '77991'
  last_name: Schulze
citation:
  ama: Schulze M. <i>Vandalene</i>. Eigenverlag; 2020.
  apa: Schulze, M. (2020). <i>Vandalene</i>. Eigenverlag.
  bibtex: '@book{Schulze_2020, place={Düsseldorf}, title={Vandalene}, publisher={Eigenverlag},
    author={Schulze, Max}, year={2020} }'
  chicago: 'Schulze, Max. <i>Vandalene</i>. Düsseldorf: Eigenverlag, 2020.'
  ieee: 'M. Schulze, <i>Vandalene</i>. Düsseldorf: Eigenverlag, 2020.'
  mla: Schulze, Max. <i>Vandalene</i>. Eigenverlag, 2020.
  short: M. Schulze, Vandalene, Eigenverlag, Düsseldorf, 2020.
date_created: 2023-11-20T09:59:41Z
date_updated: 2023-11-20T09:59:44Z
language:
- iso: ger
page: '40'
place: Düsseldorf
publication_status: published
publisher: Eigenverlag
status: public
title: Vandalene
type: book
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: <i>Proceedings of the Detection and Classification
    of Acoustic Scenes and Events 2020 Workshop (DCASE2020)</i>. ; 2020.'
  apa: Ebbers, J., &#38; Haeb-Umbach, R. (2020). Forward-Backward Convolutional Recurrent
    Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled
    Semi-Supervised Sound Event Detection. <i>Proceedings of the Detection and Classification
    of Acoustic Scenes and Events 2020 Workshop (DCASE2020)</i>.
  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 <i>Proceedings of the
    Detection and Classification of Acoustic Scenes and Events 2020 Workshop (DCASE2020)</i>,
    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.” <i>Proceedings of the Detection and Classification
    of Acoustic Scenes and Events 2020 Workshop (DCASE2020)</i>, 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: '21566'
author:
- first_name: Martin
  full_name: Schneider, Martin
  id: '471'
  last_name: Schneider
  orcid: https://orcid.org/0000-0002-6961-3716
- first_name: Dieter
  full_name: Sadowski, Dieter
  last_name: Sadowski
- first_name: Bernd
  full_name: Frick, Bernd
  id: '16019'
  last_name: Frick
- first_name: Susanne
  full_name: Warning, Susanne
  last_name: Warning
citation:
  ama: 'Schneider M, Sadowski D, Frick B, Warning S. <i>Personalökonomie und Personalpolitik:
    Grundlagen einer evidenzbasierten Praxis</i>. Schäffer-Poeschel; 2020.'
  apa: 'Schneider, M., Sadowski, D., Frick, B., &#38; Warning, S. (2020). <i>Personalökonomie
    und Personalpolitik: Grundlagen einer evidenzbasierten Praxis</i>. Schäffer-Poeschel.'
  bibtex: '@book{Schneider_Sadowski_Frick_Warning_2020, title={Personalökonomie und
    Personalpolitik: Grundlagen einer evidenzbasierten Praxis}, publisher={Schäffer-Poeschel},
    author={Schneider, Martin and Sadowski, Dieter and Frick, Bernd and Warning, Susanne},
    year={2020} }'
  chicago: 'Schneider, Martin, Dieter Sadowski, Bernd Frick, and Susanne Warning.
    <i>Personalökonomie und Personalpolitik: Grundlagen einer evidenzbasierten Praxis</i>.
    Schäffer-Poeschel, 2020.'
  ieee: 'M. Schneider, D. Sadowski, B. Frick, and S. Warning, <i>Personalökonomie
    und Personalpolitik: Grundlagen einer evidenzbasierten Praxis</i>. Schäffer-Poeschel,
    2020.'
  mla: 'Schneider, Martin, et al. <i>Personalökonomie und Personalpolitik: Grundlagen
    einer evidenzbasierten Praxis</i>. Schäffer-Poeschel, 2020.'
  short: 'M. Schneider, D. Sadowski, B. Frick, S. Warning, Personalökonomie und Personalpolitik:
    Grundlagen einer evidenzbasierten Praxis, Schäffer-Poeschel, 2020.'
date_created: 2021-03-25T08:37:32Z
date_updated: 2023-11-22T20:17:10Z
department:
- _id: '19'
- _id: '185'
language:
- iso: ger
publication_status: published
publisher: Schäffer-Poeschel
status: public
title: 'Personalökonomie und Personalpolitik: Grundlagen einer evidenzbasierten Praxis'
type: book
user_id: '54657'
year: '2020'
...
---
_id: '18426'
author:
- first_name: Martin
  full_name: Schneider, Martin
  id: '471'
  last_name: Schneider
  orcid: https://orcid.org/0000-0002-6961-3716
citation:
  ama: 'Schneider M. Gier und andere Tugenden: Widersprüchliche Bewertungen der Marktwirtschaft
    ain Oliver Stones “Wall Street” . <i>Erzähltes Geld:  Finanzmärkte und Krisen
    in Literatur, Film und Medien</i>. Published online 2020:243.'
  apa: 'Schneider, M. (2020). Gier und andere Tugenden: Widersprüchliche Bewertungen
    der Marktwirtschaft ain Oliver Stones “Wall Street” . <i>Erzähltes Geld:  Finanzmärkte
    und Krisen in Literatur, Film und Medien</i>, 243.'
  bibtex: '@article{Schneider_2020, title={Gier und andere Tugenden: Widersprüchliche
    Bewertungen der Marktwirtschaft ain Oliver Stones “Wall Street” }, journal={Erzähltes
    Geld:  Finanzmärkte und Krisen in Literatur, Film und Medien}, publisher={Königshausen
    &#38; Neumann}, author={Schneider, Martin}, year={2020}, pages={243} }'
  chicago: 'Schneider, Martin. “Gier und andere Tugenden: Widersprüchliche Bewertungen
    der Marktwirtschaft ain Oliver Stones ‘Wall Street’ .” <i>Erzähltes Geld:  Finanzmärkte
    und Krisen in Literatur, Film und Medien</i>, 2020, 243.'
  ieee: 'M. Schneider, “Gier und andere Tugenden: Widersprüchliche Bewertungen der
    Marktwirtschaft ain Oliver Stones ‘Wall Street’ ,” <i>Erzähltes Geld:  Finanzmärkte
    und Krisen in Literatur, Film und Medien</i>, p. 243, 2020.'
  mla: 'Schneider, Martin. “Gier und andere Tugenden: Widersprüchliche Bewertungen
    der Marktwirtschaft ain Oliver Stones ‘Wall Street’ .” <i>Erzähltes Geld:  Finanzmärkte
    und Krisen in Literatur, Film und Medien</i>, Königshausen &#38; Neumann, 2020,
    p. 243.'
  short: M. Schneider, Erzähltes Geld:  Finanzmärkte und Krisen in Literatur, Film
    und Medien (2020) 243.
date_created: 2020-08-27T09:34:22Z
date_updated: 2023-11-22T20:21:04Z
department:
- _id: '19'
- _id: '185'
language:
- iso: ger
main_file_link:
- url: https://fis.uni-bamberg.de/handle/uniba/48334
page: 243-
publication: 'Erzähltes Geld:  Finanzmärkte und Krisen in Literatur, Film und Medien'
publication_identifier:
  isbn:
  - 978-3-8260-6930-7
publication_status: published
publisher: Königshausen & Neumann
status: public
title: 'Gier und andere Tugenden: Widersprüchliche Bewertungen der Marktwirtschaft
  ain Oliver Stones "Wall Street" '
type: journal_article
user_id: '54657'
year: '2020'
...
---
_id: '34861'
article_type: original
author:
- first_name: Heiko
  full_name: Meier, Heiko
  id: '21765'
  last_name: Meier
- first_name: Thorsten Fabian
  full_name: Auer, Thorsten Fabian
  id: '49071'
  last_name: Auer
- first_name: Lisa
  full_name: Sennefelder, Lisa
  id: '23009'
  last_name: Sennefelder
citation:
  ama: 'Meier H, Auer TF, Sennefelder L. Der Einfluss von gesundheitsförderlichen
    Maßnahmen auf die Kommunikationsstrukturen: Nutzen für die Arbeitsproduktivität?
    <i>Journal Gesundheitsförderung für Akteurinnen und Akteure aus Politik, Wissenschaft
    und Praxis</i>. 2020;(1):58-61.'
  apa: 'Meier, H., Auer, T. F., &#38; Sennefelder, L. (2020). Der Einfluss von gesundheitsförderlichen
    Maßnahmen auf die Kommunikationsstrukturen: Nutzen für die Arbeitsproduktivität?
    <i>Journal Gesundheitsförderung für Akteurinnen und Akteure aus Politik, Wissenschaft
    und Praxis</i>, <i>1</i>, 58–61.'
  bibtex: '@article{Meier_Auer_Sennefelder_2020, title={Der Einfluss von gesundheitsförderlichen
    Maßnahmen auf die Kommunikationsstrukturen: Nutzen für die Arbeitsproduktivität?},
    number={1}, journal={Journal Gesundheitsförderung für Akteurinnen und Akteure
    aus Politik, Wissenschaft und Praxis}, publisher={Conrad-Verlag}, author={Meier,
    Heiko and Auer, Thorsten Fabian and Sennefelder, Lisa}, year={2020}, pages={58–61}
    }'
  chicago: 'Meier, Heiko, Thorsten Fabian Auer, and Lisa Sennefelder. “Der Einfluss
    von gesundheitsförderlichen Maßnahmen auf die Kommunikationsstrukturen: Nutzen
    für die Arbeitsproduktivität?” <i>Journal Gesundheitsförderung für Akteurinnen
    und Akteure aus Politik, Wissenschaft und Praxis</i>, no. 1 (2020): 58–61.'
  ieee: 'H. Meier, T. F. Auer, and L. Sennefelder, “Der Einfluss von gesundheitsförderlichen
    Maßnahmen auf die Kommunikationsstrukturen: Nutzen für die Arbeitsproduktivität?,”
    <i>Journal Gesundheitsförderung für Akteurinnen und Akteure aus Politik, Wissenschaft
    und Praxis</i>, no. 1, pp. 58–61, 2020.'
  mla: 'Meier, Heiko, et al. “Der Einfluss von gesundheitsförderlichen Maßnahmen auf
    die Kommunikationsstrukturen: Nutzen für die Arbeitsproduktivität?” <i>Journal
    Gesundheitsförderung für Akteurinnen und Akteure aus Politik, Wissenschaft und
    Praxis</i>, no. 1, Conrad-Verlag, 2020, pp. 58–61.'
  short: H. Meier, T.F. Auer, L. Sennefelder, Journal Gesundheitsförderung für Akteurinnen
    und Akteure aus Politik, Wissenschaft und Praxis (2020) 58–61.
date_created: 2022-12-22T17:37:42Z
date_updated: 2023-11-23T08:12:38Z
department:
- _id: '178'
- _id: '184'
- _id: '175'
- _id: '17'
issue: '1'
language:
- iso: ger
page: 58-61
publication: Journal Gesundheitsförderung für Akteurinnen und Akteure aus Politik,
  Wissenschaft und Praxis
publication_identifier:
  issn:
  - 2195-9552
publication_status: published
publisher: Conrad-Verlag
status: public
title: 'Der Einfluss von gesundheitsförderlichen Maßnahmen auf die Kommunikationsstrukturen:
  Nutzen für die Arbeitsproduktivität?'
type: journal_article
user_id: '49071'
year: '2020'
...
---
_id: '49185'
author:
- first_name: Daniela
  full_name: Gretz, Daniela
  id: '103096'
  last_name: Gretz
  orcid: 0000-0003-3011-8715
citation:
  ama: Gretz D. Zwischen romantischem Fragment und Skizze/n der Moderne. Zum medialen
    Realismus von Wilhelm Raabes Wer kann es wenden? <i>JbRG</i>. 2020;61:120−146.
  apa: Gretz, D. (2020). Zwischen romantischem Fragment und Skizze/n der Moderne.
    Zum medialen Realismus von Wilhelm Raabes Wer kann es wenden? <i>JbRG</i>, <i>61</i>,
    120−146.
  bibtex: '@article{Gretz_2020, title={Zwischen romantischem Fragment und Skizze/n
    der Moderne. Zum medialen Realismus von Wilhelm Raabes Wer kann es wenden?}, volume={61},
    journal={JbRG}, author={Gretz, Daniela}, year={2020}, pages={120−146} }'
  chicago: 'Gretz, Daniela. “Zwischen romantischem Fragment und Skizze/n der Moderne.
    Zum medialen Realismus von Wilhelm Raabes Wer kann es wenden?” <i>JbRG</i> 61
    (2020): 120−146.'
  ieee: D. Gretz, “Zwischen romantischem Fragment und Skizze/n der Moderne. Zum medialen
    Realismus von Wilhelm Raabes Wer kann es wenden?,” <i>JbRG</i>, vol. 61, p. 120−146,
    2020.
  mla: Gretz, Daniela. “Zwischen romantischem Fragment und Skizze/n der Moderne. Zum
    medialen Realismus von Wilhelm Raabes Wer kann es wenden?” <i>JbRG</i>, vol. 61,
    2020, p. 120−146.
  short: D. Gretz, JbRG 61 (2020) 120−146.
date_created: 2023-11-24T12:49:04Z
date_updated: 2023-11-24T12:49:26Z
extern: '1'
intvolume: '        61'
language:
- iso: ger
page: 120−146
publication: JbRG
status: public
title: Zwischen romantischem Fragment und Skizze/n der Moderne. Zum medialen Realismus
  von Wilhelm Raabes Wer kann es wenden?
type: journal_article
user_id: '90347'
volume: 61
year: '2020'
...
---
_id: '49329'
citation:
  ama: Breuer S, Hillebrand S, eds. <i>Das Leichte Lexikon Des Glaubens</i>.; 2020.
  apa: Breuer, S., &#38; Hillebrand, S. (Eds.). (2020). <i>Das Leichte Lexikon des
    Glaubens</i>.
  bibtex: '@book{Breuer_Hillebrand_2020, place={ Berlin}, title={Das Leichte Lexikon
    des Glaubens}, year={2020} }'
  chicago: Breuer, Saskia, and Sonja Hillebrand, eds. <i>Das Leichte Lexikon Des Glaubens</i>.  Berlin,
    2020.
  ieee: S. Breuer and S. Hillebrand, Eds., <i>Das Leichte Lexikon des Glaubens</i>.  Berlin,
    2020.
  mla: Breuer, Saskia, and Sonja Hillebrand, editors. <i>Das Leichte Lexikon Des Glaubens</i>.
    2020.
  short: S. Breuer, S. Hillebrand, eds., Das Leichte Lexikon Des Glaubens,  Berlin,
    2020.
date_created: 2023-11-29T12:51:01Z
date_updated: 2023-11-29T12:53:57Z
editor:
- first_name: Saskia
  full_name: Breuer, Saskia
  last_name: Breuer
- first_name: Sonja
  full_name: Hillebrand, Sonja
  last_name: Hillebrand
language:
- iso: eng
place: ' Berlin'
status: public
title: Das Leichte Lexikon des Glaubens
type: book_editor
user_id: '70423'
year: '2020'
...