---
_id: '27872'
author:
- first_name: Mario
  full_name: Vennemann, Mario
  last_name: Vennemann
- first_name: Birgit
  full_name: Eickelmann, Birgit
  id: '40387'
  last_name: Eickelmann
- first_name: Amelie
  full_name: Labusch, Amelie
  last_name: Labusch
- first_name: Kerstin
  full_name: Drossel, Kerstin
  last_name: Drossel
citation:
  ama: 'Vennemann M, Eickelmann B, Labusch A, Drossel K. <i>ICILS 2018 #Deutschland.
    Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy
    Study</i>. Waxmann; 2021.'
  apa: 'Vennemann, M., Eickelmann, B., Labusch, A., &#38; Drossel, K. (2021). <i>ICILS
    2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer
    and Information Literacy Study</i>. Waxmann.'
  bibtex: '@book{Vennemann_Eickelmann_Labusch_Drossel_2021, place={Münster}, title={ICILS
    2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten Computer
    and Information Literacy Study}, publisher={Waxmann}, author={Vennemann, Mario
    and Eickelmann, Birgit and Labusch, Amelie and Drossel, Kerstin}, year={2021}
    }'
  chicago: 'Vennemann, Mario, Birgit Eickelmann, Amelie Labusch, and Kerstin Drossel.
    <i>ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten
    Computer and Information Literacy Study</i>. Münster: Waxmann, 2021.'
  ieee: 'M. Vennemann, B. Eickelmann, A. Labusch, and K. Drossel, <i>ICILS 2018 #Deutschland.
    Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy
    Study</i>. Münster: Waxmann, 2021.'
  mla: 'Vennemann, Mario, et al. <i>ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente
    der zweiten Computer and Information Literacy Study</i>. Waxmann, 2021.'
  short: 'M. Vennemann, B. Eickelmann, A. Labusch, K. Drossel, ICILS 2018 #Deutschland.
    Dokumentation der Erhebungsinstrumente der zweiten Computer and Information Literacy
    Study, Waxmann, Münster, 2021.'
date_created: 2021-11-25T16:21:53Z
date_updated: 2022-01-06T06:57:47Z
department:
- _id: '462'
language:
- iso: ger
place: Münster
publisher: Waxmann
status: public
title: 'ICILS 2018 #Deutschland. Dokumentation der Erhebungsinstrumente der zweiten
  Computer and Information Literacy Study'
type: book
user_id: '50923'
year: '2021'
...
---
_id: '27877'
author:
- first_name: Birgit
  full_name: Eickelmann, Birgit
  id: '40387'
  last_name: Eickelmann
- first_name: Kerstin
  full_name: Drossel, Kerstin
  id: '48921'
  last_name: Drossel
- first_name: Melanie
  full_name: Heldt, Melanie
  last_name: Heldt
citation:
  ama: 'Eickelmann B, Drossel K, Heldt M. ICT in teacher education and ICT-related
    teacher professional development in Germany. In: Chi-Kin Lee J, Ehmke T, eds.
    <i>Quality in Teacher Education and Professional Development</i>. Routledge; 2021:107-124.'
  apa: Eickelmann, B., Drossel, K., &#38; Heldt, M. (2021). ICT in teacher education
    and ICT-related teacher professional development in Germany. In J. Chi-Kin Lee
    &#38; T. Ehmke (Eds.), <i>Quality in Teacher Education and Professional Development</i>
    (pp. 107–124). Routledge.
  bibtex: '@inbook{Eickelmann_Drossel_Heldt_2021, place={Abington}, title={ICT in
    teacher education and ICT-related teacher professional development in Germany},
    booktitle={Quality in Teacher Education and Professional Development}, publisher={Routledge},
    author={Eickelmann, Birgit and Drossel, Kerstin and Heldt, Melanie}, editor={Chi-Kin
    Lee, John and Ehmke, Timo}, year={2021}, pages={107–124} }'
  chicago: 'Eickelmann, Birgit, Kerstin Drossel, and Melanie Heldt. “ICT in Teacher
    Education and ICT-Related Teacher Professional Development in Germany.” In <i>Quality
    in Teacher Education and Professional Development</i>, edited by John Chi-Kin
    Lee and Timo Ehmke, 107–24. Abington: Routledge, 2021.'
  ieee: 'B. Eickelmann, K. Drossel, and M. Heldt, “ICT in teacher education and ICT-related
    teacher professional development in Germany,” in <i>Quality in Teacher Education
    and Professional Development</i>, J. Chi-Kin Lee and T. Ehmke, Eds. Abington:
    Routledge, 2021, pp. 107–124.'
  mla: Eickelmann, Birgit, et al. “ICT in Teacher Education and ICT-Related Teacher
    Professional Development in Germany.” <i>Quality in Teacher Education and Professional
    Development</i>, edited by John Chi-Kin Lee and Timo Ehmke, Routledge, 2021, pp.
    107–24.
  short: 'B. Eickelmann, K. Drossel, M. Heldt, in: J. Chi-Kin Lee, T. Ehmke (Eds.),
    Quality in Teacher Education and Professional Development, Routledge, Abington,
    2021, pp. 107–124.'
date_created: 2021-11-25T16:41:13Z
date_updated: 2022-01-06T06:57:47Z
department:
- _id: '462'
editor:
- first_name: John
  full_name: Chi-Kin Lee, John
  last_name: Chi-Kin Lee
- first_name: Timo
  full_name: Ehmke, Timo
  last_name: Ehmke
language:
- iso: eng
page: 107-124
place: Abington
publication: Quality in Teacher Education and Professional Development
publisher: Routledge
status: public
title: ICT in teacher education and ICT-related teacher professional development in
  Germany
type: book_chapter
user_id: '50923'
year: '2021'
...
---
_id: '27878'
author:
- first_name: Melanie
  full_name: Heldt, Melanie
  last_name: Heldt
- first_name: Kerstin
  full_name: Drossel, Kerstin
  id: '48921'
  last_name: Drossel
citation:
  ama: Heldt M, Drossel K. <i>Typen unterrichtsbezogener Lehrerkooperation und ihr
    Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische
    Pädagogik
  apa: Heldt, M., &#38; Drossel, K. (n.d.). <i>Typen unterrichtsbezogener Lehrerkooperation
    und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische
    Pädagogik.
  bibtex: '@book{Heldt_Drossel, title={Typen unterrichtsbezogener Lehrerkooperation
    und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien}, publisher={Empirische
    Pädagogik}, author={Heldt, Melanie and Drossel, Kerstin} }'
  chicago: Heldt, Melanie, and Kerstin Drossel. <i>Typen unterrichtsbezogener Lehrerkooperation
    und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische
    Pädagogik, n.d.
  ieee: M. Heldt and K. Drossel, <i>Typen unterrichtsbezogener Lehrerkooperation und
    ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische
    Pädagogik.
  mla: Heldt, Melanie, and Kerstin Drossel. <i>Typen unterrichtsbezogener Lehrerkooperation
    und ihr Zusammenhang mit Einstellungen und der Nutzung digitaler Medien</i>. Empirische
    Pädagogik.
  short: M. Heldt, K. Drossel, Typen unterrichtsbezogener Lehrerkooperation und ihr
    Zusammenhang mit Einstellungen und der Nutzung digitaler Medien, Empirische Pädagogik,
    n.d.
date_created: 2021-11-25T16:42:55Z
date_updated: 2022-01-06T06:57:47Z
department:
- _id: '462'
language:
- iso: ger
publication_status: accepted
publisher: Empirische Pädagogik
status: public
title: Typen unterrichtsbezogener Lehrerkooperation und ihr Zusammenhang mit Einstellungen
  und der Nutzung digitaler Medien
type: book
user_id: '50923'
year: '2021'
...
---
_id: '27881'
abstract:
- lang: eng
  text: <jats:title>Zusammenfassung</jats:title><jats:p>Lehrkräftekooperation wird
    generell eine positive Bedeutung in Bezug auf Schul- und Unterrichtsentwicklung
    zugeschrieben. Dabei sind empirische Belege für eine positive Wirksamkeit nach
    wie vor kaum vorhanden, es gibt sogar Befunde zu ‚negativen‘ Konsequenzen von
    Lehrkräftekooperation. Um diese Widersprüchlichkeit zu klären, wurde in der vorliegenden
    Arbeit Kooperation nicht als Instrument bzw. als Technik betrachtet, sondern als
    soziale Praxis verstanden, in der eigenlogisches, kollektiv-implizites Wissen
    (re)produziert wird (Community of Practice). Parallel dazu wurde ein praxeologisches
    Kompetenzverständnis (Praxiskompetenz) eingeführt, das wesentlich auf die Praxeologie
    Pierre Bourdieus zurückgeht und den Zusammenhang zwischen Lehrkräftekooperation
    als Community of Practice und kollektiv strukturierter, individueller Kompetenz
    theoretisch verdeutlicht. Die empirischen Befunde, welche mittels der Dokumentarischen
    Methode generiert wurden, verweisen auf die Bedeutung unterschiedlicher Relationslogiken
    (Nicht-Passung, Entfaltung, Herausforderung) für das ‚Lernen‘ von oder innerhalb
    von Praxiskompetenz(en) und damit auch auf die Wichtigkeit einer grundlegend kollektiv
    gerahmten Perspektive auf Lehrkräftekooperation. Vor diesem Hintergrund ist ein
    allzu positiver Blick auf Lehrkräftekooperationsprozesse kritisch zu betrachten.</jats:p>
article_type: review
author:
- first_name: Thiemo
  full_name: Bloh, Thiemo
  last_name: Bloh
citation:
  ama: Bloh T. Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften.
    <i>Zeitschrift für Bildungsforschung</i>. Published online 2021. doi:<a href="https://doi.org/10.1007/s35834-021-00328-0">10.1007/s35834-021-00328-0</a>
  apa: Bloh, T. (2021). Entwicklung von Praxiskompetenz durch Kooperationsprozesse
    von Lehrkräften. <i>Zeitschrift für Bildungsforschung</i>. <a href="https://doi.org/10.1007/s35834-021-00328-0">https://doi.org/10.1007/s35834-021-00328-0</a>
  bibtex: '@article{Bloh_2021, title={Entwicklung von Praxiskompetenz durch Kooperationsprozesse
    von Lehrkräften}, DOI={<a href="https://doi.org/10.1007/s35834-021-00328-0">10.1007/s35834-021-00328-0</a>},
    journal={Zeitschrift für Bildungsforschung}, author={Bloh, Thiemo}, year={2021}
    }'
  chicago: Bloh, Thiemo. “Entwicklung von Praxiskompetenz durch Kooperationsprozesse
    von Lehrkräften.” <i>Zeitschrift für Bildungsforschung</i>, 2021. <a href="https://doi.org/10.1007/s35834-021-00328-0">https://doi.org/10.1007/s35834-021-00328-0</a>.
  ieee: 'T. Bloh, “Entwicklung von Praxiskompetenz durch Kooperationsprozesse von
    Lehrkräften,” <i>Zeitschrift für Bildungsforschung</i>, 2021, doi: <a href="https://doi.org/10.1007/s35834-021-00328-0">10.1007/s35834-021-00328-0</a>.'
  mla: Bloh, Thiemo. “Entwicklung von Praxiskompetenz durch Kooperationsprozesse von
    Lehrkräften.” <i>Zeitschrift für Bildungsforschung</i>, 2021, doi:<a href="https://doi.org/10.1007/s35834-021-00328-0">10.1007/s35834-021-00328-0</a>.
  short: T. Bloh, Zeitschrift für Bildungsforschung (2021).
date_created: 2021-11-25T18:09:52Z
date_updated: 2022-01-06T06:57:47Z
doi: 10.1007/s35834-021-00328-0
language:
- iso: ger
main_file_link:
- open_access: '1'
oa: '1'
publication: Zeitschrift für Bildungsforschung
publication_identifier:
  issn:
  - 2190-6890
  - 2190-6904
publication_status: published
quality_controlled: '1'
status: public
title: Entwicklung von Praxiskompetenz durch Kooperationsprozesse von Lehrkräften
type: journal_article
user_id: '69383'
year: '2021'
...
---
_id: '21004'
abstract:
- lang: eng
  text: 'Automated machine learning (AutoML) supports the algorithmic construction
    and data-specific customization of machine learning pipelines, including the selection,
    combination, and parametrization of machine learning algorithms as main constituents.
    Generally speaking, AutoML approaches comprise two major components: a search
    space model and an optimizer for traversing the space. Recent approaches have
    shown impressive results in the realm of supervised learning, most notably (single-label)
    classification (SLC). Moreover, first attempts at extending these approaches towards
    multi-label classification (MLC) have been made. While the space of candidate
    pipelines is already huge in SLC, the complexity of the search space is raised
    to an even higher power in MLC. One may wonder, therefore, whether and to what
    extent optimizers established for SLC can scale to this increased complexity,
    and how they compare to each other. This paper makes the following contributions:
    First, we survey existing approaches to AutoML for MLC. Second, we augment these
    approaches with optimizers not previously tried for MLC. Third, we propose a benchmarking
    framework that supports a fair and systematic comparison. Fourth, we conduct an
    extensive experimental study, evaluating the methods on a suite of MLC problems.
    We find a grammar-based best-first search to compare favorably to other optimizers.'
author:
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Wever MD, Tornede A, Mohr F, Hüllermeier E. AutoML for Multi-Label Classification:
    Overview and Empirical Evaluation. <i>IEEE Transactions on Pattern Analysis and
    Machine Intelligence</i>. Published online 2021:1-1. doi:<a href="https://doi.org/10.1109/tpami.2021.3051276">10.1109/tpami.2021.3051276</a>'
  apa: 'Wever, M. D., Tornede, A., Mohr, F., &#38; Hüllermeier, E. (2021). AutoML
    for Multi-Label Classification: Overview and Empirical Evaluation. <i>IEEE Transactions
    on Pattern Analysis and Machine Intelligence</i>, 1–1. <a href="https://doi.org/10.1109/tpami.2021.3051276">https://doi.org/10.1109/tpami.2021.3051276</a>'
  bibtex: '@article{Wever_Tornede_Mohr_Hüllermeier_2021, title={AutoML for Multi-Label
    Classification: Overview and Empirical Evaluation}, DOI={<a href="https://doi.org/10.1109/tpami.2021.3051276">10.1109/tpami.2021.3051276</a>},
    journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, author={Wever,
    Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke},
    year={2021}, pages={1–1} }'
  chicago: 'Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier.
    “AutoML for Multi-Label Classification: Overview and Empirical Evaluation.” <i>IEEE
    Transactions on Pattern Analysis and Machine Intelligence</i>, 2021, 1–1. <a href="https://doi.org/10.1109/tpami.2021.3051276">https://doi.org/10.1109/tpami.2021.3051276</a>.'
  ieee: 'M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “AutoML for Multi-Label
    Classification: Overview and Empirical Evaluation,” <i>IEEE Transactions on Pattern
    Analysis and Machine Intelligence</i>, pp. 1–1, 2021, doi: <a href="https://doi.org/10.1109/tpami.2021.3051276">10.1109/tpami.2021.3051276</a>.'
  mla: 'Wever, Marcel Dominik, et al. “AutoML for Multi-Label Classification: Overview
    and Empirical Evaluation.” <i>IEEE Transactions on Pattern Analysis and Machine
    Intelligence</i>, 2021, pp. 1–1, doi:<a href="https://doi.org/10.1109/tpami.2021.3051276">10.1109/tpami.2021.3051276</a>.'
  short: M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, IEEE Transactions on Pattern
    Analysis and Machine Intelligence (2021) 1–1.
date_created: 2021-01-16T14:48:13Z
date_updated: 2022-01-06T06:54:42Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
doi: 10.1109/tpami.2021.3051276
keyword:
- Automated Machine Learning
- Multi Label Classification
- Hierarchical Planning
- Bayesian Optimization
language:
- iso: eng
page: 1-1
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_identifier:
  issn:
  - 0162-8828
  - 2160-9292
  - 1939-3539
publication_status: published
status: public
title: 'AutoML for Multi-Label Classification: Overview and Empirical Evaluation'
type: journal_article
user_id: '5786'
year: '2021'
...
---
_id: '21005'
abstract:
- lang: eng
  text: Data-parallel applications are developed using different data programming
    models, e.g., MapReduce, partition/aggregate. These models represent diverse resource
    requirements of application in a datacenter network, which can be represented
    by the coflow abstraction. The conventional method of creating hand-crafted coflow
    heuristics for admission or scheduling for different workloads is practically
    infeasible. In this paper, we propose a deep reinforcement learning (DRL)-based
    coflow admission scheme -- LCS -- that can learn an admission policy for a higher-level
    performance objective, i.e., maximize successful coflow admissions, without manual
    feature engineering.  LCS is trained on a production trace, which has online coflow
    arrivals. The evaluation results show that LCS is able to learn a reasonable admission
    policy that admits more coflows than state-of-the-art Varys heuristic while meeting
    their deadlines.
author:
- first_name: Asif
  full_name: Hasnain, Asif
  id: '63288'
  last_name: Hasnain
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Hasnain A, Karl H. Learning Coflow Admissions. In: <i>IEEE INFOCOM 2021 -
    IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>. IEEE
    Communications Society. doi:<a href="https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599">10.1109/INFOCOMWKSHPS51825.2021.9484599</a>'
  apa: 'Hasnain, A., &#38; Karl, H. (n.d.). Learning Coflow Admissions. In <i>IEEE
    INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>.
    Vancouver BC Canada: IEEE Communications Society. <a href="https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599">https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599</a>'
  bibtex: '@inproceedings{Hasnain_Karl, title={Learning Coflow Admissions}, DOI={<a
    href="https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599">10.1109/INFOCOMWKSHPS51825.2021.9484599</a>},
    booktitle={IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops
    (INFOCOM WKSHPS)}, publisher={IEEE Communications Society}, author={Hasnain, Asif
    and Karl, Holger} }'
  chicago: Hasnain, Asif, and Holger Karl. “Learning Coflow Admissions.” In <i>IEEE
    INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>.
    IEEE Communications Society, n.d. <a href="https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599">https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599</a>.
  ieee: A. Hasnain and H. Karl, “Learning Coflow Admissions,” in <i>IEEE INFOCOM 2021
    - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>, Vancouver
    BC Canada.
  mla: Hasnain, Asif, and Holger Karl. “Learning Coflow Admissions.” <i>IEEE INFOCOM
    2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>,
    IEEE Communications Society, doi:<a href="https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599">10.1109/INFOCOMWKSHPS51825.2021.9484599</a>.
  short: 'A. Hasnain, H. Karl, in: IEEE INFOCOM 2021 - IEEE Conference on Computer
    Communications Workshops (INFOCOM WKSHPS), IEEE Communications Society, n.d.'
conference:
  end_date: 2021-05-13
  location: Vancouver BC Canada
  name: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications
  start_date: 2021-05-10
date_created: 2021-01-16T18:24:19Z
date_updated: 2022-01-06T06:54:42Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/INFOCOMWKSHPS51825.2021.9484599
keyword:
- Coflow scheduling
- Reinforcement learning
- Deadlines
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9484599
project:
- _id: '16'
  name: SFB 901 - Subproject C4
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '1'
  name: SFB 901
publication: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops
  (INFOCOM WKSHPS)
publication_status: accepted
publisher: IEEE Communications Society
related_material:
  link:
  - relation: confirmation
    url: https://ieeexplore.ieee.org/document/9484599
status: public
title: Learning Coflow Admissions
type: conference
user_id: '63288'
year: '2021'
...
---
_id: '21065'
abstract:
- lang: eng
  text: The machine recognition of speech spoken at a distance from the microphones,
    known as far-field automatic speech recognition (ASR), has received a significant
    increase of attention in science and industry, which caused or was caused by an
    equally significant improvement in recognition accuracy. Meanwhile it has entered
    the consumer market with digital home assistants with a spoken language interface
    being its most prominent application. Speech recorded at a distance is affected
    by various acoustic distortions and, consequently, quite different processing
    pipelines have emerged compared to ASR for close-talk speech. A signal enhancement
    front-end for dereverberation, source separation and acoustic beamforming is employed
    to clean up the speech, and the back-end ASR engine is robustified by multi-condition
    training and adaptation. We will also describe the so-called end-to-end approach
    to ASR, which is a new promising architecture that has recently been extended
    to the far-field scenario. This tutorial article gives an account of the algorithms
    used to enable accurate speech recognition from a distance, and it will be seen
    that, although deep learning has a significant share in the technological breakthroughs,
    a clever combination with traditional signal processing can lead to surprisingly
    effective solutions.
author:
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
- first_name: Jahn
  full_name: Heymann, Jahn
  last_name: Heymann
- first_name: Lukas
  full_name: Drude, Lukas
  last_name: Drude
- first_name: Shinji
  full_name: Watanabe, Shinji
  last_name: Watanabe
- first_name: Marc
  full_name: Delcroix, Marc
  last_name: Delcroix
- first_name: Tomohiro
  full_name: Nakatani, Tomohiro
  last_name: Nakatani
citation:
  ama: Haeb-Umbach R, Heymann J, Drude L, Watanabe S, Delcroix M, Nakatani T. Far-Field
    Automatic Speech Recognition. <i>Proceedings of the IEEE</i>. 2021;109(2):124-148.
    doi:<a href="https://doi.org/10.1109/JPROC.2020.3018668">10.1109/JPROC.2020.3018668</a>
  apa: Haeb-Umbach, R., Heymann, J., Drude, L., Watanabe, S., Delcroix, M., &#38;
    Nakatani, T. (2021). Far-Field Automatic Speech Recognition. <i>Proceedings of
    the IEEE</i>, <i>109</i>(2), 124–148. <a href="https://doi.org/10.1109/JPROC.2020.3018668">https://doi.org/10.1109/JPROC.2020.3018668</a>
  bibtex: '@article{Haeb-Umbach_Heymann_Drude_Watanabe_Delcroix_Nakatani_2021, title={Far-Field
    Automatic Speech Recognition}, volume={109}, DOI={<a href="https://doi.org/10.1109/JPROC.2020.3018668">10.1109/JPROC.2020.3018668</a>},
    number={2}, journal={Proceedings of the IEEE}, author={Haeb-Umbach, Reinhold and
    Heymann, Jahn and Drude, Lukas and Watanabe, Shinji and Delcroix, Marc and Nakatani,
    Tomohiro}, year={2021}, pages={124–148} }'
  chicago: 'Haeb-Umbach, Reinhold, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc
    Delcroix, and Tomohiro Nakatani. “Far-Field Automatic Speech Recognition.” <i>Proceedings
    of the IEEE</i> 109, no. 2 (2021): 124–48. <a href="https://doi.org/10.1109/JPROC.2020.3018668">https://doi.org/10.1109/JPROC.2020.3018668</a>.'
  ieee: R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, and T. Nakatani,
    “Far-Field Automatic Speech Recognition,” <i>Proceedings of the IEEE</i>, vol.
    109, no. 2, pp. 124–148, 2021.
  mla: Haeb-Umbach, Reinhold, et al. “Far-Field Automatic Speech Recognition.” <i>Proceedings
    of the IEEE</i>, vol. 109, no. 2, 2021, pp. 124–48, doi:<a href="https://doi.org/10.1109/JPROC.2020.3018668">10.1109/JPROC.2020.3018668</a>.
  short: R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, T. Nakatani,
    Proceedings of the IEEE 109 (2021) 124–148.
date_created: 2021-01-25T08:15:27Z
date_updated: 2022-01-06T06:54:44Z
ddc:
- '000'
department:
- _id: '54'
doi: 10.1109/JPROC.2020.3018668
file:
- access_level: open_access
  content_type: application/pdf
  creator: huesera
  date_created: 2021-01-25T08:17:23Z
  date_updated: 2021-01-25T08:17:23Z
  file_id: '21066'
  file_name: proceedings_2021_haebumbach_Paper.pdf
  file_size: 4173988
  relation: main_file
file_date_updated: 2021-01-25T08:17:23Z
has_accepted_license: '1'
intvolume: '       109'
issue: '2'
language:
- iso: eng
oa: '1'
page: 124-148
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the IEEE
status: public
title: Far-Field Automatic Speech Recognition
type: journal_article
user_id: '59789'
volume: 109
year: '2021'
...
---
_id: '21067'
abstract:
- lang: eng
  text: Acoustic waves in plates have proven a viable tool for testing and material
    characterisation purposes. There are a multitude of options for excitation and
    detection of theses waves, such as optical and piezoelectric systems. While optical
    systems, with thermoelastic excitation and interferometric detection, have the
    benefit of being contactless, they usually require rather complex and expensive
    experimental setups. Piezoelectric systems are more easily realised but require
    direct contact with the specimen and usually have a limited bandwidth, especially
    in case of piezoelectric excitation. In this work, the authors compare the properties
    of piezoelectric and optical detection methods for broad-band acoustic signals.
    The shape (e. g. the displacement) of a propagating plate wave is given by its
    frequency and wave number, allowing to investigate correlations between mode shapes
    and received signal strengths. This is aided by evaluations in normalised frequency
    and wavenumber space, facilitating comparisons of different specimens. Further,
    the authors explore possibilities to utilise the specific properties of the detection
    methods to determine acoustic material parameters.
alternative_title:
- Untersuchung von Eigenheiten piezoelektrischer Detektionsmethoden für akustische
  Plattenwellen zur Materialcharakterisierung
author:
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
- first_name: Hanna
  full_name: Schmiegel, Hanna
  last_name: Schmiegel
- first_name: Clemens
  full_name: Grünsteidl, Clemens
  last_name: Grünsteidl
- first_name: Sarah
  full_name: Johannesmann, Sarah
  id: '29190'
  last_name: Johannesmann
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Claes L, Schmiegel H, Grünsteidl C, Johannesmann S, Webersen M, Henning B.
    Investigating peculiarities of piezoelectric detection methods for acoustic plate
    waves in material characterisation applications. <i>tm - Technisches Messen</i>.
    2021;88(3):147-155. doi:<a href="https://doi.org/10.1515/teme-2020-0098">10.1515/teme-2020-0098</a>
  apa: Claes, L., Schmiegel, H., Grünsteidl, C., Johannesmann, S., Webersen, M., &#38;
    Henning, B. (2021). Investigating peculiarities of piezoelectric detection methods
    for acoustic plate waves in material characterisation applications. <i>Tm - Technisches
    Messen</i>, <i>88</i>(3), 147–155. <a href="https://doi.org/10.1515/teme-2020-0098">https://doi.org/10.1515/teme-2020-0098</a>
  bibtex: '@article{Claes_Schmiegel_Grünsteidl_Johannesmann_Webersen_Henning_2021,
    title={Investigating peculiarities of piezoelectric detection methods for acoustic
    plate waves in material characterisation applications}, volume={88}, DOI={<a href="https://doi.org/10.1515/teme-2020-0098">10.1515/teme-2020-0098</a>},
    number={3}, journal={tm - Technisches Messen}, author={Claes, Leander and Schmiegel,
    Hanna and Grünsteidl, Clemens and Johannesmann, Sarah and Webersen, Manuel and
    Henning, Bernd}, year={2021}, pages={147–155} }'
  chicago: 'Claes, Leander, Hanna Schmiegel, Clemens Grünsteidl, Sarah Johannesmann,
    Manuel Webersen, and Bernd Henning. “Investigating Peculiarities of Piezoelectric
    Detection Methods for Acoustic Plate Waves in Material Characterisation Applications.”
    <i>Tm - Technisches Messen</i> 88, no. 3 (2021): 147–55. <a href="https://doi.org/10.1515/teme-2020-0098">https://doi.org/10.1515/teme-2020-0098</a>.'
  ieee: L. Claes, H. Schmiegel, C. Grünsteidl, S. Johannesmann, M. Webersen, and B.
    Henning, “Investigating peculiarities of piezoelectric detection methods for acoustic
    plate waves in material characterisation applications,” <i>tm - Technisches Messen</i>,
    vol. 88, no. 3, pp. 147–155, 2021.
  mla: Claes, Leander, et al. “Investigating Peculiarities of Piezoelectric Detection
    Methods for Acoustic Plate Waves in Material Characterisation Applications.” <i>Tm
    - Technisches Messen</i>, vol. 88, no. 3, 2021, pp. 147–55, doi:<a href="https://doi.org/10.1515/teme-2020-0098">10.1515/teme-2020-0098</a>.
  short: L. Claes, H. Schmiegel, C. Grünsteidl, S. Johannesmann, M. Webersen, B. Henning,
    Tm - Technisches Messen 88 (2021) 147–155.
date_created: 2021-01-25T09:38:58Z
date_updated: 2022-01-06T06:54:44Z
department:
- _id: '49'
doi: 10.1515/teme-2020-0098
intvolume: '        88'
issue: '3'
language:
- iso: eng
page: 147-155
project:
- _id: '105'
  grant_number: '449607253'
  name: Vermiedene Kreuzungen von Lamb-Wellenmoden in mehrlagigen Strukturen
publication: tm - Technisches Messen
publication_identifier:
  issn:
  - 2196-7113
  - 0171-8096
publication_status: published
status: public
title: Investigating peculiarities of piezoelectric detection methods for acoustic
  plate waves in material characterisation applications
type: journal_article
user_id: '11829'
volume: 88
year: '2021'
...
---
_id: '21082'
author:
- first_name: Dominik
  full_name: Itner, Dominik
  last_name: Itner
- first_name: Hauke
  full_name: Gravenkamp, Hauke
  last_name: Gravenkamp
- first_name: Dmitrij
  full_name: Dreiling, Dmitrij
  id: '32616'
  last_name: Dreiling
- first_name: Nadine
  full_name: Feldmann, Nadine
  id: '23082'
  last_name: Feldmann
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Itner D, Gravenkamp H, Dreiling D, Feldmann N, Henning B. Simulation of guided
    waves in cylinders subject to arbitrary boundary conditions for applications in
    material characterization. <i>PAMM</i>. 2021. doi:<a href="https://doi.org/10.1002/pamm.202000232">10.1002/pamm.202000232</a>
  apa: Itner, D., Gravenkamp, H., Dreiling, D., Feldmann, N., &#38; Henning, B. (2021).
    Simulation of guided waves in cylinders subject to arbitrary boundary conditions
    for applications in material characterization. <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.202000232">https://doi.org/10.1002/pamm.202000232</a>
  bibtex: '@article{Itner_Gravenkamp_Dreiling_Feldmann_Henning_2021, title={Simulation
    of guided waves in cylinders subject to arbitrary boundary conditions for applications
    in material characterization}, DOI={<a href="https://doi.org/10.1002/pamm.202000232">10.1002/pamm.202000232</a>},
    journal={PAMM}, author={Itner, Dominik and Gravenkamp, Hauke and Dreiling, Dmitrij
    and Feldmann, Nadine and Henning, Bernd}, year={2021} }'
  chicago: Itner, Dominik, Hauke Gravenkamp, Dmitrij Dreiling, Nadine Feldmann, and
    Bernd Henning. “Simulation of Guided Waves in Cylinders Subject to Arbitrary Boundary
    Conditions for Applications in Material Characterization.” <i>PAMM</i>, 2021.
    <a href="https://doi.org/10.1002/pamm.202000232">https://doi.org/10.1002/pamm.202000232</a>.
  ieee: D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, and B. Henning, “Simulation
    of guided waves in cylinders subject to arbitrary boundary conditions for applications
    in material characterization,” <i>PAMM</i>, 2021.
  mla: Itner, Dominik, et al. “Simulation of Guided Waves in Cylinders Subject to
    Arbitrary Boundary Conditions for Applications in Material Characterization.”
    <i>PAMM</i>, 2021, doi:<a href="https://doi.org/10.1002/pamm.202000232">10.1002/pamm.202000232</a>.
  short: D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, B. Henning, PAMM (2021).
date_created: 2021-01-26T13:52:47Z
date_updated: 2022-01-06T06:54:44Z
department:
- _id: '49'
doi: 10.1002/pamm.202000232
language:
- iso: eng
project:
- _id: '89'
  grant_number: '409779252'
  name: Vollständige Bestimmung der akustischen Materialparameter von Polymeren
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
status: public
title: Simulation of guided waves in cylinders subject to arbitrary boundary conditions
  for applications in material characterization
type: journal_article
user_id: '23082'
year: '2021'
...
---
_id: '21084'
author:
- first_name: Julian
  full_name: Werthmann, Julian
  id: '50024'
  last_name: Werthmann
citation:
  ama: Werthmann J. <i>Derandomization and Local Graph Problems in the Node-Capacitated
    Clique</i>.; 2021.
  apa: Werthmann, J. (2021). <i>Derandomization and Local Graph Problems in the Node-Capacitated
    Clique</i>.
  bibtex: '@book{Werthmann_2021, title={Derandomization and Local Graph Problems in
    the Node-Capacitated Clique}, author={Werthmann, Julian}, year={2021} }'
  chicago: Werthmann, Julian. <i>Derandomization and Local Graph Problems in the Node-Capacitated
    Clique</i>, 2021.
  ieee: J. Werthmann, <i>Derandomization and Local Graph Problems in the Node-Capacitated
    Clique</i>. 2021.
  mla: Werthmann, Julian. <i>Derandomization and Local Graph Problems in the Node-Capacitated
    Clique</i>. 2021.
  short: J. Werthmann, Derandomization and Local Graph Problems in the Node-Capacitated
    Clique, 2021.
date_created: 2021-01-26T13:58:14Z
date_updated: 2022-01-06T06:54:44Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '5'
  name: SFB 901 - Subproject A1
status: public
supervisor:
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
title: Derandomization and Local Graph Problems in the Node-Capacitated Clique
type: mastersthesis
user_id: '15504'
year: '2021'
...
---
_id: '21092'
abstract:
- lang: eng
  text: "Automated Machine Learning (AutoML) seeks to automatically find so-called
    machine learning pipelines that maximize the prediction performance when being
    used to train a model on a given dataset. One of the main and yet open challenges
    in AutoML is an effective use of computational resources: An AutoML process involves
    the evaluation of many candidate pipelines, which   are costly but often ineffective
    because they are canceled due to a timeout.\r\nIn this paper, we present an approach
    to predict the runtime of two-step machine learning pipelines with up to one pre-processor,
    which can be used to anticipate whether or not a pipeline will time out. Separate
    runtime models are trained offline for each algorithm that may be used in a pipeline,
    and an overall prediction is derived from these models. We empirically show that
    the approach increases successful evaluations made by an AutoML tool while preserving
    or even improving on the previously best solutions."
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Mohr F, Wever MD, Tornede A, Hüllermeier E. Predicting Machine Learning Pipeline
    Runtimes in the Context of Automated Machine Learning. <i>IEEE Transactions on
    Pattern Analysis and Machine Intelligence</i>.
  apa: Mohr, F., Wever, M. D., Tornede, A., &#38; Hüllermeier, E. (n.d.). Predicting
    Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning.
    <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.
  bibtex: '@article{Mohr_Wever_Tornede_Hüllermeier, title={Predicting Machine Learning
    Pipeline Runtimes in the Context of Automated Machine Learning}, journal={IEEE
    Transactions on Pattern Analysis and Machine Intelligence}, publisher={IEEE},
    author={Mohr, Felix and Wever, Marcel Dominik and Tornede, Alexander and Hüllermeier,
    Eyke} }'
  chicago: Mohr, Felix, Marcel Dominik Wever, Alexander Tornede, and Eyke Hüllermeier.
    “Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine
    Learning.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>,
    n.d.
  ieee: F. Mohr, M. D. Wever, A. Tornede, and E. Hüllermeier, “Predicting Machine
    Learning Pipeline Runtimes in the Context of Automated Machine Learning,” <i>IEEE
    Transactions on Pattern Analysis and Machine Intelligence</i>.
  mla: Mohr, Felix, et al. “Predicting Machine Learning Pipeline Runtimes in the Context
    of Automated Machine Learning.” <i>IEEE Transactions on Pattern Analysis and Machine
    Intelligence</i>, IEEE.
  short: F. Mohr, M.D. Wever, A. Tornede, E. Hüllermeier, IEEE Transactions on Pattern
    Analysis and Machine Intelligence (n.d.).
date_created: 2021-01-27T13:45:52Z
date_updated: 2022-01-06T06:54:45Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_status: accepted
publisher: IEEE
status: public
title: Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine
  Learning
type: journal_article
user_id: '5786'
year: '2021'
...
---
_id: '21094'
author:
- first_name: Hazem
  full_name: Aldahhak, Hazem
  last_name: Aldahhak
- first_name: Conor
  full_name: Hogan, Conor
  last_name: Hogan
- first_name: Susi
  full_name: Lindner, Susi
  last_name: Lindner
- first_name: Stephan
  full_name: Appelfeller, Stephan
  last_name: Appelfeller
- first_name: Holger
  full_name: Eisele, Holger
  last_name: Eisele
- first_name: Wolf Gero
  full_name: Schmidt, Wolf Gero
  last_name: Schmidt
- first_name: Mario
  full_name: Dähne, Mario
  last_name: Dähne
- first_name: Uwe
  full_name: Gerstmann, Uwe
  last_name: Gerstmann
- first_name: Martin
  full_name: Franz, Martin
  last_name: Franz
citation:
  ama: Aldahhak H, Hogan C, Lindner S, et al. Electronic structure of the Si(111)3×3R30°−B
    surface from theory and photoemission spectroscopy. <i>Physical Review B</i>.
    2021. doi:<a href="https://doi.org/10.1103/physrevb.103.035303">10.1103/physrevb.103.035303</a>
  apa: Aldahhak, H., Hogan, C., Lindner, S., Appelfeller, S., Eisele, H., Schmidt,
    W. G., … Franz, M. (2021). Electronic structure of the Si(111)3×3R30°−B surface
    from theory and photoemission spectroscopy. <i>Physical Review B</i>. <a href="https://doi.org/10.1103/physrevb.103.035303">https://doi.org/10.1103/physrevb.103.035303</a>
  bibtex: '@article{Aldahhak_Hogan_Lindner_Appelfeller_Eisele_Schmidt_Dähne_Gerstmann_Franz_2021,
    title={Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission
    spectroscopy}, DOI={<a href="https://doi.org/10.1103/physrevb.103.035303">10.1103/physrevb.103.035303</a>},
    journal={Physical Review B}, author={Aldahhak, Hazem and Hogan, Conor and Lindner,
    Susi and Appelfeller, Stephan and Eisele, Holger and Schmidt, Wolf Gero and Dähne,
    Mario and Gerstmann, Uwe and Franz, Martin}, year={2021} }'
  chicago: Aldahhak, Hazem, Conor Hogan, Susi Lindner, Stephan Appelfeller, Holger
    Eisele, Wolf Gero Schmidt, Mario Dähne, Uwe Gerstmann, and Martin Franz. “Electronic
    Structure of the Si(111)3×3R30°−B Surface from Theory and Photoemission Spectroscopy.”
    <i>Physical Review B</i>, 2021. <a href="https://doi.org/10.1103/physrevb.103.035303">https://doi.org/10.1103/physrevb.103.035303</a>.
  ieee: H. Aldahhak <i>et al.</i>, “Electronic structure of the Si(111)3×3R30°−B surface
    from theory and photoemission spectroscopy,” <i>Physical Review B</i>, 2021.
  mla: Aldahhak, Hazem, et al. “Electronic Structure of the Si(111)3×3R30°−B Surface
    from Theory and Photoemission Spectroscopy.” <i>Physical Review B</i>, 2021, doi:<a
    href="https://doi.org/10.1103/physrevb.103.035303">10.1103/physrevb.103.035303</a>.
  short: H. Aldahhak, C. Hogan, S. Lindner, S. Appelfeller, H. Eisele, W.G. Schmidt,
    M. Dähne, U. Gerstmann, M. Franz, Physical Review B (2021).
date_created: 2021-01-28T11:01:15Z
date_updated: 2022-01-06T06:54:45Z
doi: 10.1103/physrevb.103.035303
language:
- iso: eng
publication: Physical Review B
publication_identifier:
  issn:
  - 2469-9950
  - 2469-9969
publication_status: published
status: public
title: Electronic structure of the Si(111)3×3R30°−B surface from theory and photoemission
  spectroscopy
type: journal_article
user_id: '26687'
year: '2021'
...
---
_id: '21125'
author:
- first_name: Michael
  full_name: Kismann, Michael
  last_name: Kismann
- first_name: Dr. Thomas
  full_name: Riedl, Dr. Thomas
  last_name: Riedl
- first_name: Prof. Dr. Jörg KN
  full_name: Lindner, Prof. Dr. Jörg KN
  last_name: Lindner
citation:
  ama: Kismann M, Riedl DT, Lindner PDJK. Ordered arrays of Si nanopillars with alternating
    diameters fabricated by nanosphere lithography and metal-assisted chemical etching.
    <i>Materials Science in Semiconductor Processing</i>. 2021.
  apa: Kismann, M., Riedl, D. T., &#38; Lindner, P. D. J. K. (2021). Ordered arrays
    of Si nanopillars with alternating diameters fabricated by nanosphere lithography
    and metal-assisted chemical etching. <i>Materials Science in Semiconductor Processing</i>.
  bibtex: '@article{Kismann_Riedl_Lindner_2021, title={Ordered arrays of Si nanopillars
    with alternating diameters fabricated by nanosphere lithography and metal-assisted
    chemical etching}, journal={Materials Science in Semiconductor Processing}, author={Kismann,
    Michael and Riedl, Dr. Thomas and Lindner, Prof. Dr. Jörg KN}, year={2021} }'
  chicago: Kismann, Michael, Dr. Thomas Riedl, and Prof. Dr. Jörg KN Lindner. “Ordered
    Arrays of Si Nanopillars with Alternating Diameters Fabricated by Nanosphere Lithography
    and Metal-Assisted Chemical Etching.” <i>Materials Science in Semiconductor Processing</i>,
    2021.
  ieee: M. Kismann, D. T. Riedl, and P. D. J. K. Lindner, “Ordered arrays of Si nanopillars
    with alternating diameters fabricated by nanosphere lithography and metal-assisted
    chemical etching,” <i>Materials Science in Semiconductor Processing</i>, 2021.
  mla: Kismann, Michael, et al. “Ordered Arrays of Si Nanopillars with Alternating
    Diameters Fabricated by Nanosphere Lithography and Metal-Assisted Chemical Etching.”
    <i>Materials Science in Semiconductor Processing</i>, 2021.
  short: M. Kismann, D.T. Riedl, P.D.J.K. Lindner, Materials Science in Semiconductor
    Processing (2021).
date_created: 2021-02-02T16:41:11Z
date_updated: 2022-01-06T06:54:46Z
department:
- _id: '286'
- _id: '15'
- _id: '321'
- _id: '9'
language:
- iso: eng
publication: Materials Science in Semiconductor Processing
status: public
title: Ordered arrays of Si nanopillars with alternating diameters fabricated by nanosphere
  lithography and metal-assisted chemical etching
type: journal_article
user_id: '77496'
year: '2021'
...
---
_id: '21183'
abstract:
- lang: ger
  text: Die präzise Kenntnis der Eigenschaften verwendeter Materialien hat große Bedeutung
    für den Entwurf technischer Systeme aller Art, aber auch für die Überwachung solcher
    Systeme im Betrieb. Für verschiedene physikalische Eigenschaften, Betriebsbedingungen
    und Materialklassen werden daher geeignete messtechnische Verfahren zur Materialcharakterisierung
    benötigt. In der vorliegenden Arbeit wird ein Verfahren zur ultraschallbasierten
    Charakterisierung der mechanischen Eigenschaften von homogenen und faserverstärkten
    thermoplastischen Polymeren unter Berücksichtigung der Richtungsabhängigkeit vorgestellt.
    Plattenförmige Probekörper werden dazu mittels Laser-Pulsen hoher Energie breitbandig
    angeregt und die resultierenden akustischen Lamb-Wellen aufgezeichnet. Auf Basis
    der dispersiven Eigenschaften der detektierten Wellenleitermoden werden in einem
    inversen Verfahren die Parameter eines linear-elastischen Materialmodells identifiziert.
    Darüber hinaus wird ein Verfahren zur vollständigen Charakterisierung der Richtungsabhängigkeit
    in orthotropen Materialien wie Faserverbundwerkstoffen unter Verwendung eines
    zweidimensionalen Simulationsmodells vorgestellt. Das Messverfahren wird anhand
    einer Untersuchungsreihe an künstlich gealterten Polymer- und Faserverbundwerkstoffen
    verifiziert und die Übertragbarkeit der Ergebnisse auf den quasistatischen Fall
    betrachtet. Im Vergleich mit den Ergebnissen mechanischer Zugversuche werden die
    Voraussetzungen und Einschränkungen, insbesondere durch die Annahme eines ideal-elastischen
    Materialmodells, diskutiert.
- lang: eng
  text: Precise knowledge of material properties is a great concern in the design
    of technical systems, and in the monitoring of such systems during operation.
    Therefore, metrological processes are required for materials characterisation
    with respect to specific physical properties, operational conditions and classes
    of materials. In the work presented herein, a measurement procedure for the ultrasonic
    characterization of mechanical properties of homogeneous and fiber-reinforced
    thermoplastic polymer materials is presented, considering the different degrees
    of anisotropy. For this, acoustic Lamb waves are excited in a plate-shaped specimen
    using high-energy laser pulses, and then recorded.Based on the dispersive characteristics
    of the detected waveguide modes, an inverse procedure is applied to identify the
    parameters of a linear-elastic material model. Further, a procedure for completely
    characterising the orthotropy of materials like fiber-reinforced composites using
    a two-dimensional simulation model is presented. The measurement procedure is
    verified by examining artificially aged homogeneous polymers and composites, also
    considering the applicability of results to the quasistatic case. Comparing to
    the results of corresponding mechanical tensile tests, preconditions and limitations
    of the procedure are discussed, specifically regarding the assumption of an ideal-elastic
    material model.
author:
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
citation:
  ama: Webersen M. <i>Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften
    thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>. Universitätsbibliothek
    Paderborn; 2021. doi:<a href="https://doi.org/10.17619/UNIPB/1-1088">10.17619/UNIPB/1-1088</a>
  apa: Webersen, M. (2021). <i>Zerstörungsfreie Charakterisierung der elastischen
    Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>.
    Universitätsbibliothek Paderborn. <a href="https://doi.org/10.17619/UNIPB/1-1088">https://doi.org/10.17619/UNIPB/1-1088</a>
  bibtex: '@book{Webersen_2021, title={Zerstörungsfreie Charakterisierung der elastischen
    Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall},
    DOI={<a href="https://doi.org/10.17619/UNIPB/1-1088">10.17619/UNIPB/1-1088</a>},
    publisher={Universitätsbibliothek Paderborn}, author={Webersen, Manuel}, year={2021}
    }'
  chicago: Webersen, Manuel. <i>Zerstörungsfreie Charakterisierung der elastischen
    Materialeigenschaften thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>.
    Universitätsbibliothek Paderborn, 2021. <a href="https://doi.org/10.17619/UNIPB/1-1088">https://doi.org/10.17619/UNIPB/1-1088</a>.
  ieee: M. Webersen, <i>Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften
    thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>. Universitätsbibliothek
    Paderborn, 2021.
  mla: Webersen, Manuel. <i>Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften
    thermoplastischer Polymerwerkstoffe mittels Ultraschall</i>. Universitätsbibliothek
    Paderborn, 2021, doi:<a href="https://doi.org/10.17619/UNIPB/1-1088">10.17619/UNIPB/1-1088</a>.
  short: M. Webersen, Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften
    thermoplastischer Polymerwerkstoffe mittels Ultraschall, Universitätsbibliothek
    Paderborn, 2021.
date_created: 2021-02-05T11:47:28Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '49'
doi: 10.17619/UNIPB/1-1088
language:
- iso: ger
publication_status: published
publisher: Universitätsbibliothek Paderborn
status: public
title: Zerstörungsfreie Charakterisierung der elastischen Materialeigenschaften thermoplastischer
  Polymerwerkstoffe mittels Ultraschall
type: dissertation
user_id: '11289'
year: '2021'
...
---
_id: '21195'
author:
- first_name: Christian
  full_name: Goelz, Christian
  last_name: Goelz
- first_name: Karin
  full_name: Mora, Karin
  last_name: Mora
- first_name: Julia Kristin
  full_name: Stroehlein, Julia Kristin
  last_name: Stroehlein
- first_name: Franziska Katharina
  full_name: Haase, Franziska Katharina
  last_name: Haase
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
- first_name: Claus
  full_name: Reinsberger, Claus
  last_name: Reinsberger
- first_name: Solveig
  full_name: Vieluf, Solveig
  last_name: Vieluf
citation:
  ama: Goelz C, Mora K, Stroehlein JK, et al. Electrophysiological signatures of dedifferentiation
    differ between fit and less fit older adults. <i>Cognitive Neurodynamics</i>.
    2021. doi:<a href="https://doi.org/10.1007/s11571-020-09656-9">10.1007/s11571-020-09656-9</a>
  apa: Goelz, C., Mora, K., Stroehlein, J. K., Haase, F. K., Dellnitz, M., Reinsberger,
    C., &#38; Vieluf, S. (2021). Electrophysiological signatures of dedifferentiation
    differ between fit and less fit older adults. <i>Cognitive Neurodynamics</i>.
    <a href="https://doi.org/10.1007/s11571-020-09656-9">https://doi.org/10.1007/s11571-020-09656-9</a>
  bibtex: '@article{Goelz_Mora_Stroehlein_Haase_Dellnitz_Reinsberger_Vieluf_2021,
    title={Electrophysiological signatures of dedifferentiation differ between fit
    and less fit older adults}, DOI={<a href="https://doi.org/10.1007/s11571-020-09656-9">10.1007/s11571-020-09656-9</a>},
    journal={Cognitive Neurodynamics}, author={Goelz, Christian and Mora, Karin and
    Stroehlein, Julia Kristin and Haase, Franziska Katharina and Dellnitz, Michael
    and Reinsberger, Claus and Vieluf, Solveig}, year={2021} }'
  chicago: Goelz, Christian, Karin Mora, Julia Kristin Stroehlein, Franziska Katharina
    Haase, Michael Dellnitz, Claus Reinsberger, and Solveig Vieluf. “Electrophysiological
    Signatures of Dedifferentiation Differ between Fit and Less Fit Older Adults.”
    <i>Cognitive Neurodynamics</i>, 2021. <a href="https://doi.org/10.1007/s11571-020-09656-9">https://doi.org/10.1007/s11571-020-09656-9</a>.
  ieee: C. Goelz <i>et al.</i>, “Electrophysiological signatures of dedifferentiation
    differ between fit and less fit older adults,” <i>Cognitive Neurodynamics</i>,
    2021.
  mla: Goelz, Christian, et al. “Electrophysiological Signatures of Dedifferentiation
    Differ between Fit and Less Fit Older Adults.” <i>Cognitive Neurodynamics</i>,
    2021, doi:<a href="https://doi.org/10.1007/s11571-020-09656-9">10.1007/s11571-020-09656-9</a>.
  short: C. Goelz, K. Mora, J.K. Stroehlein, F.K. Haase, M. Dellnitz, C. Reinsberger,
    S. Vieluf, Cognitive Neurodynamics (2021).
date_created: 2021-02-08T13:16:07Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '101'
doi: 10.1007/s11571-020-09656-9
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/content/pdf/10.1007/s11571-020-09656-9.pdf
publication: Cognitive Neurodynamics
status: public
title: Electrophysiological signatures of dedifferentiation differ between fit and
  less fit older adults
type: journal_article
user_id: '32643'
year: '2021'
...
---
_id: '21197'
author:
- first_name: Ma
  full_name: Mengshi, Ma
  last_name: Mengshi
citation:
  ama: Mengshi M. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with a Low
    Diameter</i>.; 2021.
  apa: Mengshi, M. (2021). <i>Self-stabilizing Arrow Protocol on Spanning Trees with
    a Low Diameter</i>.
  bibtex: '@book{Mengshi_2021, title={Self-stabilizing Arrow Protocol on Spanning
    Trees with a Low Diameter}, author={Mengshi, Ma}, year={2021} }'
  chicago: Mengshi, Ma. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with
    a Low Diameter</i>, 2021.
  ieee: M. Mengshi, <i>Self-stabilizing Arrow Protocol on Spanning Trees with a Low
    Diameter</i>. 2021.
  mla: Mengshi, Ma. <i>Self-Stabilizing Arrow Protocol on Spanning Trees with a Low
    Diameter</i>. 2021.
  short: M. Mengshi, Self-Stabilizing Arrow Protocol on Spanning Trees with a Low
    Diameter, 2021.
date_created: 2021-02-09T07:09:22Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '5'
  name: SFB 901 - Subproject A1
- _id: '13'
  name: SFB 901 - Subproject C1
status: public
supervisor:
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
title: Self-stabilizing Arrow Protocol on Spanning Trees with a Low Diameter
type: bachelorsthesis
user_id: '15504'
year: '2021'
...
---
_id: '21204'
author:
- first_name: Jan-Peter
  full_name: Kucklick, Jan-Peter
  id: '77066'
  last_name: Kucklick
- first_name: Oliver
  full_name: Müller, Oliver
  id: '72849'
  last_name: Müller
citation:
  ama: 'Kucklick J-P, Müller O. A Comparison of Multi-View Learning Strategies for
    Satellite Image-based Real Estate Appraisal. In: <i> The AAAI-21 Workshop on Knowledge
    Discovery from Unstructured Data in Financial Services</i>. ; 2021.'
  apa: Kucklick, J.-P., &#38; Müller, O. (2021). A Comparison of Multi-View Learning
    Strategies for Satellite Image-based Real Estate Appraisal. In <i> The AAAI-21
    Workshop on Knowledge Discovery from Unstructured Data in Financial Services</i>.
  bibtex: '@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View
    Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={
    The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial
    Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }'
  chicago: Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning
    Strategies for Satellite Image-Based Real Estate Appraisal.” In <i> The AAAI-21
    Workshop on Knowledge Discovery from Unstructured Data in Financial Services</i>,
    2021.
  ieee: J.-P. Kucklick and O. Müller, “A Comparison of Multi-View Learning Strategies
    for Satellite Image-based Real Estate Appraisal,” in <i> The AAAI-21 Workshop
    on Knowledge Discovery from Unstructured Data in Financial Services</i>, 2021.
  mla: Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning
    Strategies for Satellite Image-Based Real Estate Appraisal.” <i> The AAAI-21 Workshop
    on Knowledge Discovery from Unstructured Data in Financial Services</i>, 2021.
  short: 'J.-P. Kucklick, O. Müller, in:  The AAAI-21 Workshop on Knowledge Discovery
    from Unstructured Data in Financial Services, 2021.'
conference:
  name: The Thirty-Fifth AAAI Conference on Artificial Intelligence
date_created: 2021-02-10T10:05:32Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '196'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://aaai-kdf.github.io/kdf2021/assets/pdfs/KDF_21_paper_12.pdf
oa: '1'
publication: ' The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data
  in Financial Services'
status: public
title: A Comparison of Multi-View Learning Strategies for Satellite Image-based Real
  Estate Appraisal
type: conference
user_id: '71922'
year: '2021'
...
---
_id: '21207'
abstract:
- lang: eng
  text: Simple thermal treatment of guanine at temperatures ranging from 600 to 700
    °C leads to C1N1 condensates with unprecedented CO2/N2 selectivity when compared
    to other carbonaceous solid sorbents. Increasing the surface area of the CN condensates
    in the presence of ZnCl2 salt melts enhances the amount of CO2 adsorbed while
    preserving the high selectivity values and C1N1 structure. Results indicate that
    these new materials show a sorption mechanism a step closer to that of natural
    CO2 caption proteins and based on metal free structural cryptopores.
author:
- first_name: Janina
  full_name: Kossmann, Janina
  last_name: Kossmann
- first_name: Diana
  full_name: Piankova, Diana
  last_name: Piankova
- first_name: Nadezda
  full_name: V. Tarakina, Nadezda
  last_name: V. Tarakina
- first_name: Julian Joachim
  full_name: Heske, Julian Joachim
  id: '53238'
  last_name: Heske
- first_name: Thomas
  full_name: Kühne, Thomas
  id: '49079'
  last_name: Kühne
- first_name: Johannes
  full_name: Schmidt, Johannes
  last_name: Schmidt
- first_name: Markus
  full_name: Antonietti, Markus
  last_name: Antonietti
- first_name: Nieves
  full_name: López-Salas, Nieves
  last_name: López-Salas
citation:
  ama: Kossmann J, Piankova D, V. Tarakina N, et al. Guanine condensates as covalent
    materials and the concept of cryptopores. <i>Carbon</i>. 2021;172:497-505. doi:<a
    href="https://doi.org/10.1016/j.carbon.2020.10.047">https://doi.org/10.1016/j.carbon.2020.10.047</a>
  apa: Kossmann, J., Piankova, D., V. Tarakina, N., Heske, J. J., Kühne, T., Schmidt,
    J., … López-Salas, N. (2021). Guanine condensates as covalent materials and the
    concept of cryptopores. <i>Carbon</i>, <i>172</i>, 497–505. <a href="https://doi.org/10.1016/j.carbon.2020.10.047">https://doi.org/10.1016/j.carbon.2020.10.047</a>
  bibtex: '@article{Kossmann_Piankova_V. Tarakina_Heske_Kühne_Schmidt_Antonietti_López-Salas_2021,
    title={Guanine condensates as covalent materials and the concept of cryptopores},
    volume={172}, DOI={<a href="https://doi.org/10.1016/j.carbon.2020.10.047">https://doi.org/10.1016/j.carbon.2020.10.047</a>},
    journal={Carbon}, author={Kossmann, Janina and Piankova, Diana and V. Tarakina,
    Nadezda and Heske, Julian Joachim and Kühne, Thomas and Schmidt, Johannes and
    Antonietti, Markus and López-Salas, Nieves}, year={2021}, pages={497–505} }'
  chicago: 'Kossmann, Janina, Diana Piankova, Nadezda V. Tarakina, Julian Joachim
    Heske, Thomas Kühne, Johannes Schmidt, Markus Antonietti, and Nieves López-Salas.
    “Guanine Condensates as Covalent Materials and the Concept of Cryptopores.” <i>Carbon</i>
    172 (2021): 497–505. <a href="https://doi.org/10.1016/j.carbon.2020.10.047">https://doi.org/10.1016/j.carbon.2020.10.047</a>.'
  ieee: J. Kossmann <i>et al.</i>, “Guanine condensates as covalent materials and
    the concept of cryptopores,” <i>Carbon</i>, vol. 172, pp. 497–505, 2021.
  mla: Kossmann, Janina, et al. “Guanine Condensates as Covalent Materials and the
    Concept of Cryptopores.” <i>Carbon</i>, vol. 172, 2021, pp. 497–505, doi:<a href="https://doi.org/10.1016/j.carbon.2020.10.047">https://doi.org/10.1016/j.carbon.2020.10.047</a>.
  short: J. Kossmann, D. Piankova, N. V. Tarakina, J.J. Heske, T. Kühne, J. Schmidt,
    M. Antonietti, N. López-Salas, Carbon 172 (2021) 497–505.
date_created: 2021-02-11T15:00:58Z
date_updated: 2022-01-06T06:54:49Z
department:
- _id: '613'
doi: https://doi.org/10.1016/j.carbon.2020.10.047
intvolume: '       172'
keyword:
- CN
- Cryptopores
- Carbon dioxide capture
language:
- iso: eng
page: 497-505
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Carbon
publication_identifier:
  issn:
  - 0008-6223
status: public
title: Guanine condensates as covalent materials and the concept of cryptopores
type: journal_article
user_id: '71692'
volume: 172
year: '2021'
...
---
_id: '21208'
abstract:
- lang: eng
  text: <jats:p>Heterogeneous platforms with FPGAs have started to be employed in
    the High-Performance Computing (HPC) field to improve performance and overall
    efficiency. These platforms allow the use of specialized hardware to accelerate
    software applications, but require the software to be adapted in what can be a
    prolonged and complex process. The main goal of this work is to describe and evaluate
    mechanisms that can transparently transfer the control flow between CPU and FPGA
    within the scope of HPC. Combining such a mechanism with transparent software
    profiling and accelerator configuration could lead to an automatic way of accelerating
    regular applications. In this work, a mechanism based on the ptrace system call
    is proposed, and its performance on the Intel Xeon+FPGA platform is evaluated.
    The feasibility of the proposed approach is demonstrated by a working prototype
    that performs the transparent control flow transfer of any function call to a
    matching hardware accelerator. This approach is more general than shared library
    interposition at the cost of a small time overhead in each accelerator use (about
    1.3ms in the prototype implementation).</jats:p>
article_number: '406'
author:
- first_name: Daniel
  full_name: Granhão, Daniel
  last_name: Granhão
- first_name: João Canas
  full_name: Canas Ferreira, João Canas
  last_name: Canas Ferreira
citation:
  ama: Granhão D, Canas Ferreira JC. Transparent Control Flow Transfer between CPU
    and Accelerators for HPC. <i>Electronics</i>. 2021. doi:<a href="https://doi.org/10.3390/electronics10040406">10.3390/electronics10040406</a>
  apa: Granhão, D., &#38; Canas Ferreira, J. C. (2021). Transparent Control Flow Transfer
    between CPU and Accelerators for HPC. <i>Electronics</i>. <a href="https://doi.org/10.3390/electronics10040406">https://doi.org/10.3390/electronics10040406</a>
  bibtex: '@article{Granhão_Canas Ferreira_2021, title={Transparent Control Flow Transfer
    between CPU and Accelerators for HPC}, DOI={<a href="https://doi.org/10.3390/electronics10040406">10.3390/electronics10040406</a>},
    number={406}, journal={Electronics}, author={Granhão, Daniel and Canas Ferreira,
    João Canas}, year={2021} }'
  chicago: Granhão, Daniel, and João Canas Canas Ferreira. “Transparent Control Flow
    Transfer between CPU and Accelerators for HPC.” <i>Electronics</i>, 2021. <a href="https://doi.org/10.3390/electronics10040406">https://doi.org/10.3390/electronics10040406</a>.
  ieee: D. Granhão and J. C. Canas Ferreira, “Transparent Control Flow Transfer between
    CPU and Accelerators for HPC,” <i>Electronics</i>, 2021.
  mla: Granhão, Daniel, and João Canas Canas Ferreira. “Transparent Control Flow Transfer
    between CPU and Accelerators for HPC.” <i>Electronics</i>, 406, 2021, doi:<a href="https://doi.org/10.3390/electronics10040406">10.3390/electronics10040406</a>.
  short: D. Granhão, J.C. Canas Ferreira, Electronics (2021).
date_created: 2021-02-12T07:22:03Z
date_updated: 2022-01-06T06:54:49Z
doi: 10.3390/electronics10040406
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: Electronics
publication_identifier:
  issn:
  - 2079-9292
publication_status: published
status: public
title: Transparent Control Flow Transfer between CPU and Accelerators for HPC
type: journal_article
user_id: '61189'
year: '2021'
...
---
_id: '21242'
author:
- first_name: Hedda
  full_name: Lüttenberg, Hedda
  id: '60612'
  last_name: Lüttenberg
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
- first_name: Martin
  full_name: Poniatowski, Martin
  id: '32441'
  last_name: Poniatowski
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
- first_name: Nancy
  full_name: Wünderlich, Nancy
  id: '36392'
  last_name: Wünderlich
citation:
  ama: Lüttenberg H, Beverungen D, Poniatowski M, Kundisch D, Wünderlich N. Drei Strategien
    zur Etablierung digitaler Plattformen in der Industrie. <i>Wirtschaftsinformatik
    &#38; Management</i>. 2021;13(2):120-131.
  apa: Lüttenberg, H., Beverungen, D., Poniatowski, M., Kundisch, D., &#38; Wünderlich,
    N. (2021). Drei Strategien zur Etablierung digitaler Plattformen in der Industrie.
    <i>Wirtschaftsinformatik &#38; Management</i>, <i>13</i>(2), 120–131.
  bibtex: '@article{Lüttenberg_Beverungen_Poniatowski_Kundisch_Wünderlich_2021, title={Drei
    Strategien zur Etablierung digitaler Plattformen in der Industrie}, volume={13},
    number={2}, journal={Wirtschaftsinformatik &#38; Management}, author={Lüttenberg,
    Hedda and Beverungen, Daniel and Poniatowski, Martin and Kundisch, Dennis and
    Wünderlich, Nancy}, year={2021}, pages={120–131} }'
  chicago: 'Lüttenberg, Hedda, Daniel Beverungen, Martin Poniatowski, Dennis Kundisch,
    and Nancy Wünderlich. “Drei Strategien zur Etablierung digitaler Plattformen in
    der Industrie.” <i>Wirtschaftsinformatik &#38; Management</i> 13, no. 2 (2021):
    120–31.'
  ieee: H. Lüttenberg, D. Beverungen, M. Poniatowski, D. Kundisch, and N. Wünderlich,
    “Drei Strategien zur Etablierung digitaler Plattformen in der Industrie,” <i>Wirtschaftsinformatik
    &#38; Management</i>, vol. 13, no. 2, pp. 120–131, 2021.
  mla: Lüttenberg, Hedda, et al. “Drei Strategien zur Etablierung digitaler Plattformen
    in der Industrie.” <i>Wirtschaftsinformatik &#38; Management</i>, vol. 13, no.
    2, 2021, pp. 120–31.
  short: H. Lüttenberg, D. Beverungen, M. Poniatowski, D. Kundisch, N. Wünderlich,
    Wirtschaftsinformatik &#38; Management 13 (2021) 120–131.
date_created: 2021-02-16T13:33:57Z
date_updated: 2022-01-06T06:54:51Z
department:
- _id: '276'
intvolume: '        13'
issue: '2'
language:
- iso: ger
page: 120-131
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
- _id: '97'
  name: its OWL - Digital Business
publication: Wirtschaftsinformatik & Management
publication_status: published
status: public
title: Drei Strategien zur Etablierung digitaler Plattformen in der Industrie
type: journal_article
user_id: '477'
volume: 13
year: '2021'
...
