---
_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'
...
---
_id: '21258'
author:
- first_name: Mario
  full_name: Franke, Mario
  last_name: Franke
- first_name: Florian
  full_name: Klingler, Florian
  last_name: Klingler
citation:
  ama: 'Franke M, Klingler F. HiL meets Commodity Hardware -- SimbaR for coupling
    IEEE 802.11 Radio Channels. In: <i>40th IEEE International Conference on Computer
    Communications (INFOCOM 2021), Poster Session</i>. Virtual Conference: IEEE; 2021.'
  apa: 'Franke, M., &#38; Klingler, F. (2021). HiL meets Commodity Hardware -- SimbaR
    for coupling IEEE 802.11 Radio Channels. In <i>40th IEEE International Conference
    on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual Conference:
    IEEE.'
  bibtex: '@inproceedings{Franke_Klingler_2021, place={Virtual Conference}, title={HiL
    meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels}, booktitle={40th
    IEEE International Conference on Computer Communications (INFOCOM 2021), Poster
    Session}, publisher={IEEE}, author={Franke, Mario and Klingler, Florian}, year={2021}
    }'
  chicago: 'Franke, Mario, and Florian Klingler. “HiL Meets Commodity Hardware --
    SimbaR for Coupling IEEE 802.11 Radio Channels.” In <i>40th IEEE International
    Conference on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual
    Conference: IEEE, 2021.'
  ieee: M. Franke and F. Klingler, “HiL meets Commodity Hardware -- SimbaR for coupling
    IEEE 802.11 Radio Channels,” in <i>40th IEEE International Conference on Computer
    Communications (INFOCOM 2021), Poster Session</i>, 2021.
  mla: Franke, Mario, and Florian Klingler. “HiL Meets Commodity Hardware -- SimbaR
    for Coupling IEEE 802.11 Radio Channels.” <i>40th IEEE International Conference
    on Computer Communications (INFOCOM 2021), Poster Session</i>, IEEE, 2021.
  short: 'M. Franke, F. Klingler, in: 40th IEEE International Conference on Computer
    Communications (INFOCOM 2021), Poster Session, IEEE, Virtual Conference, 2021.'
date_created: 2021-02-17T21:45:20Z
date_updated: 2022-01-06T06:54:51Z
place: Virtual Conference
publication: 40th IEEE International Conference on Computer Communications (INFOCOM
  2021), Poster Session
publisher: IEEE
status: public
title: HiL meets Commodity Hardware -- SimbaR for coupling IEEE 802.11 Radio Channels
type: conference
user_id: '49153'
year: '2021'
...
---
_id: '21259'
author:
- first_name: Florian
  full_name: Klingler, Florian
  last_name: Klingler
- first_name: Max
  full_name: Schettler, Max
  last_name: Schettler
- first_name: Sigrid
  full_name: Dimce, Sigrid
  last_name: Dimce
- first_name: Muhammad Sohaib
  full_name: Amjad, Muhammad Sohaib
  last_name: Amjad
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Klingler F, Schettler M, Dimce S, Amjad MS, Dressler F. mmWave on the Road
    -- Field Testing IEEE 802.11ad WLAN at 60 GHz. In: <i>40th IEEE International
    Conference on Computer Communications (INFOCOM 2021), Poster Session</i>. Virtual
    Conference: IEEE; 2021.'
  apa: 'Klingler, F., Schettler, M., Dimce, S., Amjad, M. S., &#38; Dressler, F. (2021).
    mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz. In <i>40th IEEE
    International Conference on Computer Communications (INFOCOM 2021), Poster Session</i>.
    Virtual Conference: IEEE.'
  bibtex: '@inproceedings{Klingler_Schettler_Dimce_Amjad_Dressler_2021, place={Virtual
    Conference}, title={mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at
    60 GHz}, booktitle={40th IEEE International Conference on Computer Communications
    (INFOCOM 2021), Poster Session}, publisher={IEEE}, author={Klingler, Florian and
    Schettler, Max and Dimce, Sigrid and Amjad, Muhammad Sohaib and Dressler, Falko},
    year={2021} }'
  chicago: 'Klingler, Florian, Max Schettler, Sigrid Dimce, Muhammad Sohaib Amjad,
    and Falko Dressler. “MmWave on the Road -- Field Testing IEEE 802.11ad WLAN at
    60 GHz.” In <i>40th IEEE International Conference on Computer Communications (INFOCOM
    2021), Poster Session</i>. Virtual Conference: IEEE, 2021.'
  ieee: F. Klingler, M. Schettler, S. Dimce, M. S. Amjad, and F. Dressler, “mmWave
    on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz,” in <i>40th IEEE International
    Conference on Computer Communications (INFOCOM 2021), Poster Session</i>, 2021.
  mla: Klingler, Florian, et al. “MmWave on the Road -- Field Testing IEEE 802.11ad
    WLAN at 60 GHz.” <i>40th IEEE International Conference on Computer Communications
    (INFOCOM 2021), Poster Session</i>, IEEE, 2021.
  short: 'F. Klingler, M. Schettler, S. Dimce, M.S. Amjad, F. Dressler, in: 40th IEEE
    International Conference on Computer Communications (INFOCOM 2021), Poster Session,
    IEEE, Virtual Conference, 2021.'
date_created: 2021-02-17T21:46:01Z
date_updated: 2022-01-06T06:54:51Z
place: Virtual Conference
publication: 40th IEEE International Conference on Computer Communications (INFOCOM
  2021), Poster Session
publisher: IEEE
status: public
title: mmWave on the Road -- Field Testing IEEE 802.11ad WLAN at 60 GHz
type: conference
user_id: '49153'
year: '2021'
...
---
_id: '21263'
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Daniel
  full_name: Winter, Daniel
  last_name: Winter
citation:
  ama: 'zur Heiden P, Winter D. Discovering Geographical Patterns of Retailers’ Locations
    for Successful Retail in City Centers. In: <i>Proceedings of the 16th International
    Conference on Wirtschaftsinformatik</i>. ; 2021.'
  apa: zur Heiden, P., &#38; Winter, D. (2021). Discovering Geographical Patterns
    of Retailers’ Locations for Successful Retail in City Centers. In <i>Proceedings
    of the 16th International Conference on Wirtschaftsinformatik</i>.
  bibtex: '@inproceedings{zur Heiden_Winter_2021, title={Discovering Geographical
    Patterns of Retailers’ Locations for Successful Retail in City Centers}, booktitle={Proceedings
    of the 16th International Conference on Wirtschaftsinformatik}, author={zur Heiden,
    Philipp and Winter, Daniel}, year={2021} }'
  chicago: Heiden, Philipp zur, and Daniel Winter. “Discovering Geographical Patterns
    of Retailers’ Locations for Successful Retail in City Centers.” In <i>Proceedings
    of the 16th International Conference on Wirtschaftsinformatik</i>, 2021.
  ieee: P. zur Heiden and D. Winter, “Discovering Geographical Patterns of Retailers’
    Locations for Successful Retail in City Centers,” in <i>Proceedings of the 16th
    International Conference on Wirtschaftsinformatik</i>, 2021.
  mla: zur Heiden, Philipp, and Daniel Winter. “Discovering Geographical Patterns
    of Retailers’ Locations for Successful Retail in City Centers.” <i>Proceedings
    of the 16th International Conference on Wirtschaftsinformatik</i>, 2021.
  short: 'P. zur Heiden, D. Winter, in: Proceedings of the 16th International Conference
    on Wirtschaftsinformatik, 2021.'
date_created: 2021-02-22T10:45:55Z
date_updated: 2022-01-06T06:54:52Z
language:
- iso: eng
main_file_link:
- url: 'https://aisel.aisnet.org/wi2021/UDigitalRetail/Track06/1/  '
publication: Proceedings of the 16th International Conference on Wirtschaftsinformatik
status: public
title: Discovering Geographical Patterns of Retailers' Locations for Successful Retail
  in City Centers
type: conference
user_id: '64394'
year: '2021'
...
---
_id: '21264'
abstract:
- lang: eng
  text: |-
    <jats:title>Abstract</jats:title><jats:sec>
                    <jats:title>Background</jats:title>
                    <jats:p>Hand amputation can have a truly debilitating impact on the life of the affected person. A multifunctional myoelectric prosthesis controlled using pattern classification can be used to restore some of the lost motor abilities. However, learning to control an advanced prosthesis can be a challenging task, but virtual and augmented reality (AR) provide means to create an engaging and motivating training.</jats:p>
                  </jats:sec><jats:sec>
                    <jats:title>Methods</jats:title>
                    <jats:p>In this study, we present a novel training framework that integrates virtual elements within a real scene (AR) while allowing the view from the first-person perspective. The framework was evaluated in 13 able-bodied subjects and a limb-deficient person divided into intervention (IG) and control (CG) groups. The IG received training by performing simulated clothespin task and both groups conducted a pre- and posttest with a real prosthesis. When training with the AR, the subjects received visual feedback on the generated grasping force. The main outcome measure was the number of pins that were successfully transferred within 20 min (task duration), while the number of dropped and broken pins were also registered. The participants were asked to score the difficulty of the real task (posttest), fun-factor and motivation, as well as the utility of the feedback.</jats:p>
                  </jats:sec><jats:sec>
                    <jats:title>Results</jats:title>
                    <jats:p>The performance (median/interquartile range) consistently increased during the training sessions (4/3 to 22/4). While the results were similar for the two groups in the pretest, the performance improved in the posttest only in IG. In addition, the subjects in IG transferred significantly more pins (28/10.5 versus 14.5/11), and dropped (1/2.5 versus 3.5/2) and broke (5/3.8 versus 14.5/9) significantly fewer pins in the posttest compared to CG. The participants in IG assigned (mean ± std) significantly lower scores to the difficulty compared to CG (5.2 ± 1.9 versus 7.1 ± 0.9), and they highly rated the fun factor (8.7 ± 1.3) and usefulness of feedback (8.5 ± 1.7).</jats:p>
                  </jats:sec><jats:sec>
                    <jats:title>Conclusion</jats:title>
                    <jats:p>The results demonstrated that the proposed AR system allows for the transfer of skills from the simulated to the real task while providing a positive user experience. The present study demonstrates the effectiveness and flexibility of the proposed AR framework. Importantly, the developed system is open source and available for download and further development.</jats:p>
                  </jats:sec>
author:
- first_name: Alexander
  full_name: Boschmann, Alexander
  last_name: Boschmann
- first_name: Dorothee
  full_name: Neuhaus, Dorothee
  last_name: Neuhaus
- first_name: Sarah
  full_name: Vogt, Sarah
  last_name: Vogt
- first_name: Christian
  full_name: Kaltschmidt, Christian
  last_name: Kaltschmidt
- first_name: Marco
  full_name: Platzner, Marco
  last_name: Platzner
- first_name: Strahinja
  full_name: Dosen, Strahinja
  last_name: Dosen
citation:
  ama: Boschmann A, Neuhaus D, Vogt S, Kaltschmidt C, Platzner M, Dosen S. Immersive
    augmented reality system for the training of pattern classification control with
    a myoelectric prosthesis. <i>Journal of NeuroEngineering and Rehabilitation</i>.
    2021. doi:<a href="https://doi.org/10.1186/s12984-021-00822-6">10.1186/s12984-021-00822-6</a>
  apa: Boschmann, A., Neuhaus, D., Vogt, S., Kaltschmidt, C., Platzner, M., &#38;
    Dosen, S. (2021). Immersive augmented reality system for the training of pattern
    classification control with a myoelectric prosthesis. <i>Journal of NeuroEngineering
    and Rehabilitation</i>. <a href="https://doi.org/10.1186/s12984-021-00822-6">https://doi.org/10.1186/s12984-021-00822-6</a>
  bibtex: '@article{Boschmann_Neuhaus_Vogt_Kaltschmidt_Platzner_Dosen_2021, title={Immersive
    augmented reality system for the training of pattern classification control with
    a myoelectric prosthesis}, DOI={<a href="https://doi.org/10.1186/s12984-021-00822-6">10.1186/s12984-021-00822-6</a>},
    journal={Journal of NeuroEngineering and Rehabilitation}, author={Boschmann, Alexander
    and Neuhaus, Dorothee and Vogt, Sarah and Kaltschmidt, Christian and Platzner,
    Marco and Dosen, Strahinja}, year={2021} }'
  chicago: Boschmann, Alexander, Dorothee Neuhaus, Sarah Vogt, Christian Kaltschmidt,
    Marco Platzner, and Strahinja Dosen. “Immersive Augmented Reality System for the
    Training of Pattern Classification Control with a Myoelectric Prosthesis.” <i>Journal
    of NeuroEngineering and Rehabilitation</i>, 2021. <a href="https://doi.org/10.1186/s12984-021-00822-6">https://doi.org/10.1186/s12984-021-00822-6</a>.
  ieee: A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, and S. Dosen,
    “Immersive augmented reality system for the training of pattern classification
    control with a myoelectric prosthesis,” <i>Journal of NeuroEngineering and Rehabilitation</i>,
    2021.
  mla: Boschmann, Alexander, et al. “Immersive Augmented Reality System for the Training
    of Pattern Classification Control with a Myoelectric Prosthesis.” <i>Journal of
    NeuroEngineering and Rehabilitation</i>, 2021, doi:<a href="https://doi.org/10.1186/s12984-021-00822-6">10.1186/s12984-021-00822-6</a>.
  short: A. Boschmann, D. Neuhaus, S. Vogt, C. Kaltschmidt, M. Platzner, S. Dosen,
    Journal of NeuroEngineering and Rehabilitation (2021).
date_created: 2021-02-22T10:43:02Z
date_updated: 2022-01-06T06:54:52Z
doi: 10.1186/s12984-021-00822-6
language:
- iso: eng
publication: Journal of NeuroEngineering and Rehabilitation
publication_identifier:
  issn:
  - 1743-0003
publication_status: published
status: public
title: Immersive augmented reality system for the training of pattern classification
  control with a myoelectric prosthesis
type: journal_article
user_id: '35756'
year: '2021'
...
---
_id: '21280'
author:
- first_name: Lukas
  full_name: Masendorf, Lukas
  last_name: Masendorf
- first_name: Michael
  full_name: Wächter, Michael
  last_name: Wächter
- first_name: Alfons
  full_name: Esderts, Alfons
  last_name: Esderts
- first_name: Mortaza
  full_name: Otroshi, Mortaza
  id: '71269'
  last_name: Otroshi
  orcid: 0000-0002-8652-9209
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
citation:
  ama: 'Masendorf L, Wächter M, Esderts A, Otroshi M, Meschut G. Simulationsbasierte
    Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung.
    In: ; 2021.'
  apa: Masendorf, L., Wächter, M., Esderts, A., Otroshi, M., &#38; Meschut, G. (2021).
    Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung
    unter zyklischer Belastung. Presented at the 4. Symposium Materialtechnik.
  bibtex: '@inproceedings{Masendorf_Wächter_Esderts_Otroshi_Meschut_2021, title={Simulationsbasierte
    Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung},
    author={Masendorf, Lukas and Wächter, Michael and Esderts, Alfons and Otroshi,
    Mortaza and Meschut, Gerson}, year={2021} }'
  chicago: Masendorf, Lukas, Michael Wächter, Alfons Esderts, Mortaza Otroshi, and
    Gerson Meschut. “Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten
    Fügeverbindung unter zyklischer Belastung,” 2021.
  ieee: L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, and G. Meschut, “Simulationsbasierte
    Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung unter zyklischer Belastung,”
    presented at the 4. Symposium Materialtechnik, 2021.
  mla: Masendorf, Lukas, et al. <i>Simulationsbasierte Lebensdauerabschätzung einer
    stanzgenieteten Fügeverbindung unter zyklischer Belastung</i>. 2021.
  short: 'L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, G. Meschut, in: 2021.'
conference:
  end_date: 2021-02-26
  name: 4. Symposium Materialtechnik
  start_date: 2021-02-25
date_created: 2021-02-25T15:48:41Z
date_updated: 2022-01-06T06:54:52Z
department:
- _id: '157'
language:
- iso: ger
publication_status: published
status: public
title: Simulationsbasierte Lebensdauerabschätzung einer stanzgenieteten Fügeverbindung
  unter zyklischer Belastung
type: conference
user_id: '71269'
year: '2021'
...
---
_id: '21284'
author:
- first_name: Milad
  full_name: Mirbabaie, Milad
  id: '88691'
  last_name: Mirbabaie
- first_name: S.
  full_name: Stieglitz, S.
  last_name: Stieglitz
- first_name: N.
  full_name: Frick, N.
  last_name: Frick
citation:
  ama: 'Mirbabaie M, Stieglitz S, Frick N. Hybrid Intelligence in Hospitals: Towards
    a Research Agenda for Collaboration and Team-Building. <i>Electronic Markets</i>.
    2021.'
  apa: 'Mirbabaie, M., Stieglitz, S., &#38; Frick, N. (2021). Hybrid Intelligence
    in Hospitals: Towards a Research Agenda for Collaboration and Team-Building. <i>Electronic
    Markets</i>.'
  bibtex: '@article{Mirbabaie_Stieglitz_Frick_2021, title={Hybrid Intelligence in
    Hospitals: Towards a Research Agenda for Collaboration and Team-Building}, journal={Electronic
    Markets}, author={Mirbabaie, Milad and Stieglitz, S. and Frick, N.}, year={2021}
    }'
  chicago: 'Mirbabaie, Milad, S. Stieglitz, and N. Frick. “Hybrid Intelligence in
    Hospitals: Towards a Research Agenda for Collaboration and Team-Building.” <i>Electronic
    Markets</i>, 2021.'
  ieee: 'M. Mirbabaie, S. Stieglitz, and N. Frick, “Hybrid Intelligence in Hospitals:
    Towards a Research Agenda for Collaboration and Team-Building,” <i>Electronic
    Markets</i>, 2021.'
  mla: 'Mirbabaie, Milad, et al. “Hybrid Intelligence in Hospitals: Towards a Research
    Agenda for Collaboration and Team-Building.” <i>Electronic Markets</i>, 2021.'
  short: M. Mirbabaie, S. Stieglitz, N. Frick, Electronic Markets (2021).
date_created: 2021-02-26T11:23:50Z
date_updated: 2022-01-06T06:54:52Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: Electronic Markets
publication_status: published
status: public
title: 'Hybrid Intelligence in Hospitals: Towards a Research Agenda for Collaboration
  and Team-Building'
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21285'
author:
- first_name: Milad
  full_name: Mirbabaie, Milad
  id: '88691'
  last_name: Mirbabaie
- first_name: F.
  full_name: Brünker, F.
  last_name: Brünker
- first_name: M.
  full_name: Wischnewski, M.
  last_name: Wischnewski
- first_name: J.
  full_name: Meinert, J.
  last_name: Meinert
citation:
  ama: Mirbabaie M, Brünker F, Wischnewski M, Meinert J. The Development of Connective
    Action during Social Movements on Social Media. <i>ACM Transactions on Social
    Computing</i>. 2021.
  apa: Mirbabaie, M., Brünker, F., Wischnewski, M., &#38; Meinert, J. (2021). The
    Development of Connective Action during Social Movements on Social Media. <i>ACM
    Transactions on Social Computing</i>.
  bibtex: '@article{Mirbabaie_Brünker_Wischnewski_Meinert_2021, title={The Development
    of Connective Action during Social Movements on Social Media}, journal={ACM Transactions
    on Social Computing}, author={Mirbabaie, Milad and Brünker, F. and Wischnewski,
    M. and Meinert, J.}, year={2021} }'
  chicago: Mirbabaie, Milad, F. Brünker, M. Wischnewski, and J. Meinert. “The Development
    of Connective Action during Social Movements on Social Media.” <i>ACM Transactions
    on Social Computing</i>, 2021.
  ieee: M. Mirbabaie, F. Brünker, M. Wischnewski, and J. Meinert, “The Development
    of Connective Action during Social Movements on Social Media,” <i>ACM Transactions
    on Social Computing</i>, 2021.
  mla: Mirbabaie, Milad, et al. “The Development of Connective Action during Social
    Movements on Social Media.” <i>ACM Transactions on Social Computing</i>, 2021.
  short: M. Mirbabaie, F. Brünker, M. Wischnewski, J. Meinert, ACM Transactions on
    Social Computing (2021).
date_created: 2021-02-26T11:33:23Z
date_updated: 2022-01-06T06:54:52Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: ACM Transactions on Social Computing
publication_status: published
status: public
title: The Development of Connective Action during Social Movements on Social Media
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21295'
author:
- first_name: Milad
  full_name: Mirbabaie, Milad
  id: '88691'
  last_name: Mirbabaie
- first_name: Stefan
  full_name: Stieglitz, Stefan
  last_name: Stieglitz
- first_name: Ireti
  full_name: Amojo, Ireti
  last_name: Amojo
citation:
  ama: 'Mirbabaie M, Stieglitz S, Amojo I. Affording Technology in Crisis Situations:
    The Occurrence of Rumor Sense-Making Processes. <i>Journal of Database Management</i>.
    2021.'
  apa: 'Mirbabaie, M., Stieglitz, S., &#38; Amojo, I. (2021). Affording Technology
    in Crisis Situations: The Occurrence of Rumor Sense-Making Processes. <i>Journal
    of Database Management</i>.'
  bibtex: '@article{Mirbabaie_Stieglitz_Amojo_2021, title={Affording Technology in
    Crisis Situations: The Occurrence of Rumor Sense-Making Processes}, journal={Journal
    of Database Management}, author={Mirbabaie, Milad and Stieglitz, Stefan and Amojo,
    Ireti}, year={2021} }'
  chicago: 'Mirbabaie, Milad, Stefan Stieglitz, and Ireti Amojo. “Affording Technology
    in Crisis Situations: The Occurrence of Rumor Sense-Making Processes.” <i>Journal
    of Database Management</i>, 2021.'
  ieee: 'M. Mirbabaie, S. Stieglitz, and I. Amojo, “Affording Technology in Crisis
    Situations: The Occurrence of Rumor Sense-Making Processes,” <i>Journal of Database
    Management</i>, 2021.'
  mla: 'Mirbabaie, Milad, et al. “Affording Technology in Crisis Situations: The Occurrence
    of Rumor Sense-Making Processes.” <i>Journal of Database Management</i>, 2021.'
  short: M. Mirbabaie, S. Stieglitz, I. Amojo, Journal of Database Management (2021).
date_created: 2021-02-28T10:10:20Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: Journal of Database Management
publication_status: published
status: public
title: 'Affording Technology in Crisis Situations: The Occurrence of Rumor Sense-Making
  Processes'
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21296'
author:
- first_name: Milad
  full_name: Mirbabaie, Milad
  id: '88691'
  last_name: Mirbabaie
- first_name: S.
  full_name: Stieglitz, S.
  last_name: Stieglitz
- first_name: F.
  full_name: Brünker, F.
  last_name: Brünker
- first_name: L.
  full_name: Hofeditz, L.
  last_name: Hofeditz
- first_name: B.
  full_name: Ross, B.
  last_name: Ross
- first_name: N.R.J.
  full_name: Frick, N.R.J.
  last_name: Frick
citation:
  ama: Mirbabaie M, Stieglitz S, Brünker F, Hofeditz L, Ross B, Frick NRJ. Understanding
    Collaboration with Virtual Assistants – The Role of Social Identity and Extended
    Self. <i>Business &#38; Information Systems Engineering </i>. 2021.
  apa: Mirbabaie, M., Stieglitz, S., Brünker, F., Hofeditz, L., Ross, B., &#38; Frick,
    N. R. J. (2021). Understanding Collaboration with Virtual Assistants – The Role
    of Social Identity and Extended Self. <i>Business &#38; Information Systems Engineering
    </i>.
  bibtex: '@article{Mirbabaie_Stieglitz_Brünker_Hofeditz_Ross_Frick_2021, title={Understanding
    Collaboration with Virtual Assistants – The Role of Social Identity and Extended
    Self}, journal={Business &#38; Information Systems Engineering }, author={Mirbabaie,
    Milad and Stieglitz, S. and Brünker, F. and Hofeditz, L. and Ross, B. and Frick,
    N.R.J.}, year={2021} }'
  chicago: Mirbabaie, Milad, S. Stieglitz, F. Brünker, L. Hofeditz, B. Ross, and N.R.J.
    Frick. “Understanding Collaboration with Virtual Assistants – The Role of Social
    Identity and Extended Self.” <i>Business &#38; Information Systems Engineering
    </i>, 2021.
  ieee: M. Mirbabaie, S. Stieglitz, F. Brünker, L. Hofeditz, B. Ross, and N. R. J.
    Frick, “Understanding Collaboration with Virtual Assistants – The Role of Social
    Identity and Extended Self,” <i>Business &#38; Information Systems Engineering
    </i>, 2021.
  mla: Mirbabaie, Milad, et al. “Understanding Collaboration with Virtual Assistants
    – The Role of Social Identity and Extended Self.” <i>Business &#38; Information
    Systems Engineering </i>, 2021.
  short: M. Mirbabaie, S. Stieglitz, F. Brünker, L. Hofeditz, B. Ross, N.R.J. Frick,
    Business &#38; Information Systems Engineering  (2021).
date_created: 2021-02-28T10:15:29Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: 'Business & Information Systems Engineering '
publication_status: published
status: public
title: Understanding Collaboration with Virtual Assistants – The Role of Social Identity
  and Extended Self
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '21297'
author:
- first_name: Milad
  full_name: Mirbabaie, Milad
  id: '88691'
  last_name: Mirbabaie
- first_name: C.
  full_name: Ehnis, C.
  last_name: Ehnis
- first_name: S.
  full_name: Stieglitz, S.
  last_name: Stieglitz
- first_name: D.
  full_name: Bunker, D.
  last_name: Bunker
- first_name: T.
  full_name: Rose, T.
  last_name: Rose
citation:
  ama: Mirbabaie M, Ehnis C, Stieglitz S, Bunker D, Rose T. Digital Nudging in Social
    Media Disaster Communication. <i>Information Systems Frontiers</i>. 2021.
  apa: Mirbabaie, M., Ehnis, C., Stieglitz, S., Bunker, D., &#38; Rose, T. (2021).
    Digital Nudging in Social Media Disaster Communication. <i>Information Systems
    Frontiers</i>.
  bibtex: '@article{Mirbabaie_Ehnis_Stieglitz_Bunker_Rose_2021, title={Digital Nudging
    in Social Media Disaster Communication}, journal={Information Systems Frontiers},
    author={Mirbabaie, Milad and Ehnis, C. and Stieglitz, S. and Bunker, D. and Rose,
    T.}, year={2021} }'
  chicago: Mirbabaie, Milad, C. Ehnis, S. Stieglitz, D. Bunker, and T. Rose. “Digital
    Nudging in Social Media Disaster Communication.” <i>Information Systems Frontiers</i>,
    2021.
  ieee: M. Mirbabaie, C. Ehnis, S. Stieglitz, D. Bunker, and T. Rose, “Digital Nudging
    in Social Media Disaster Communication,” <i>Information Systems Frontiers</i>,
    2021.
  mla: Mirbabaie, Milad, et al. “Digital Nudging in Social Media Disaster Communication.”
    <i>Information Systems Frontiers</i>, 2021.
  short: M. Mirbabaie, C. Ehnis, S. Stieglitz, D. Bunker, T. Rose, Information Systems
    Frontiers (2021).
date_created: 2021-02-28T10:19:28Z
date_updated: 2022-01-06T06:54:53Z
department:
- _id: '646'
extern: '1'
language:
- iso: eng
publication: Information Systems Frontiers
publication_status: published
status: public
title: Digital Nudging in Social Media Disaster Communication
type: journal_article
user_id: '88831'
year: '2021'
...