---
_id: '27072'
author:
- first_name: Vaibhav
  full_name: Adsul, Vaibhav
  last_name: Adsul
citation:
  ama: Adsul V. <i>Peer-to-Peer Matching for Distributed Systems</i>.; 2021.
  apa: Adsul, V. (2021). <i>Peer-to-Peer Matching for Distributed Systems</i>.
  bibtex: '@book{Adsul_2021, title={Peer-to-Peer Matching for Distributed Systems},
    author={Adsul, Vaibhav}, year={2021} }'
  chicago: Adsul, Vaibhav. <i>Peer-to-Peer Matching for Distributed Systems</i>, 2021.
  ieee: V. Adsul, <i>Peer-to-Peer Matching for Distributed Systems</i>. 2021.
  mla: Adsul, Vaibhav. <i>Peer-to-Peer Matching for Distributed Systems</i>. 2021.
  short: V. Adsul, Peer-to-Peer Matching for Distributed Systems, 2021.
date_created: 2021-11-03T06:12:47Z
date_updated: 2022-01-06T06:57:33Z
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: Peer-to-Peer Matching for Distributed Systems
type: mastersthesis
user_id: '15504'
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: '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: '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: '21628'
abstract:
- lang: eng
  text: "This thesis considers the realization of distributed data structures and
    the construction of distributed protocols for self-stabilizing overlay networks.\r\n\r\nIn
    the first part of this thesis, we provide distributed protocols for queues, stacks
    and priority queues that serve the insertion and deletion of elements within a
    logarithmic amount of rounds.\r\nOur protocols respect semantic constraints such
    as sequential consistency or serializability and the individual semantic constraints
    given by the type (queue, stack, priority queue) of the data structure.\r\nWe
    furthermore provide a protocol that handles joining and leaving nodes.\r\nAs an
    important side product, we present a novel protocol solving the distributed $k$-selection
    problem in a logarithmic amount of rounds, that is, to find the $k$-smallest elements
    among a polynomial number of elements spread among $n$ nodes.\r\n\t\r\nThe second
    part of this thesis is devoted to the construction of protocols for self-stabilizing
    overlay networks, i.e., distributed protocols that transform an overlay network
    from any initial (potentially illegitimate) state into a legitimate state in finite
    time.\r\nWe present protocols for self-stabilizing generalized De Bruijn graphs,
    self-stabilizing quadtrees and self-stabilizing supervised skip rings.\r\nEach
    of those protocols comes with unique properties that makes it interesting for
    certain distributed applications.\r\nGeneralized De Bruijn networks provide routing
    within a constant amount of hops, thus serving the interest in networks that require
    a low latency for requests.\r\nThe protocol for the quadtree guarantees monotonic
    searchability as well as a geometric variant of monotonic searchability, making
    it interesting for wireless networks or applications needed in the area of computational
    geometry.\r\nThe supervised skip ring can be used to construct a self-stabilizing
    publish-subscribe system.\r\n"
author:
- first_name: Michael
  full_name: Feldmann, Michael
  id: '23538'
  last_name: Feldmann
citation:
  ama: Feldmann M. <i>Algorithms for Distributed Data Structures and Self-Stabilizing
    Overlay Networks</i>.; 2021. doi:<a href="https://doi.org/10.17619/UNIPB/1-1113">10.17619/UNIPB/1-1113</a>
  apa: Feldmann, M. (2021). <i>Algorithms for Distributed Data Structures and Self-Stabilizing
    Overlay Networks</i>. <a href="https://doi.org/10.17619/UNIPB/1-1113">https://doi.org/10.17619/UNIPB/1-1113</a>
  bibtex: '@book{Feldmann_2021, title={Algorithms for Distributed Data Structures
    and Self-Stabilizing Overlay Networks}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-1113">10.17619/UNIPB/1-1113</a>},
    author={Feldmann, Michael}, year={2021} }'
  chicago: Feldmann, Michael. <i>Algorithms for Distributed Data Structures and Self-Stabilizing
    Overlay Networks</i>, 2021. <a href="https://doi.org/10.17619/UNIPB/1-1113">https://doi.org/10.17619/UNIPB/1-1113</a>.
  ieee: M. Feldmann, <i>Algorithms for Distributed Data Structures and Self-Stabilizing
    Overlay Networks</i>. 2021.
  mla: Feldmann, Michael. <i>Algorithms for Distributed Data Structures and Self-Stabilizing
    Overlay Networks</i>. 2021, doi:<a href="https://doi.org/10.17619/UNIPB/1-1113">10.17619/UNIPB/1-1113</a>.
  short: M. Feldmann, Algorithms for Distributed Data Structures and Self-Stabilizing
    Overlay Networks, 2021.
date_created: 2021-04-15T08:23:52Z
date_updated: 2022-01-06T06:55:08Z
ddc:
- '006'
department:
- _id: '79'
doi: 10.17619/UNIPB/1-1113
file:
- access_level: closed
  content_type: application/pdf
  creator: mfeldma2
  date_created: 2021-04-15T08:21:15Z
  date_updated: 2021-04-15T08:21:15Z
  file_id: '21629'
  file_name: Dissertation_Michael_Feldmann.pdf
  file_size: 2617069
  relation: main_file
  success: 1
file_date_updated: 2021-04-15T08:21:15Z
has_accepted_license: '1'
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: Algorithms for Distributed Data Structures and Self-Stabilizing Overlay Networks
type: dissertation
user_id: '23538'
year: '2021'
...
---
_id: '17905'
abstract:
- lang: eng
  text: 'This chapter concentrates on aspect-based sentiment analysis, a form of opinion
    mining where algorithms detect sentiments expressed about features of products,
    services, etc. We especially focus on novel approaches for aspect phrase extraction
    and classification trained on feature-rich datasets. Here, we present two new
    datasets, which we gathered from the linguistically rich domain of physician reviews,
    as other investigations have mainly concentrated on commercial reviews and social
    media reviews so far. To give readers a better understanding of the underlying
    datasets, we describe the annotation process and inter-annotator agreement in
    detail. In our research, we automatically assess implicit mentions or indications
    of specific aspects. To do this, we propose and utilize neural network models
    that perform the here-defined aspect phrase extraction and classification task,
    achieving F1-score values of about 80% and accuracy values of more than 90%. As
    we apply our models to a comparatively complex domain, we obtain promising results. '
author:
- first_name: Joschka
  full_name: Kersting, Joschka
  id: '58701'
  last_name: Kersting
- first_name: Michaela
  full_name: Geierhos, Michaela
  id: '42496'
  last_name: Geierhos
  orcid: 0000-0002-8180-5606
citation:
  ama: 'Kersting J, Geierhos M. Towards Aspect Extraction and Classification for Opinion
    Mining with Deep Sequence Networks. In: Loukanova R, ed. <i>Natural Language Processing
    in Artificial Intelligence -- NLPinAI 2020</i>. Vol 939. Studies in Computational
    Intelligence (SCI). Cham: Springer; 2021:163--189. doi:<a href="https://doi.org/10.1007/978-3-030-63787-3_6">10.1007/978-3-030-63787-3_6</a>'
  apa: 'Kersting, J., &#38; Geierhos, M. (2021). Towards Aspect Extraction and Classification
    for Opinion Mining with Deep Sequence Networks. In R. Loukanova (Ed.), <i>Natural
    Language Processing in Artificial Intelligence -- NLPinAI 2020</i> (Vol. 939,
    pp. 163--189). Cham: Springer. <a href="https://doi.org/10.1007/978-3-030-63787-3_6">https://doi.org/10.1007/978-3-030-63787-3_6</a>'
  bibtex: '@inbook{Kersting_Geierhos_2021, place={Cham}, series={Studies in Computational
    Intelligence (SCI)}, title={Towards Aspect Extraction and Classification for Opinion
    Mining with Deep Sequence Networks}, volume={939}, DOI={<a href="https://doi.org/10.1007/978-3-030-63787-3_6">10.1007/978-3-030-63787-3_6</a>},
    booktitle={Natural Language Processing in Artificial Intelligence -- NLPinAI 2020},
    publisher={Springer}, author={Kersting, Joschka and Geierhos, Michaela}, editor={Loukanova,
    RoussankaEditor}, year={2021}, pages={163--189}, collection={Studies in Computational
    Intelligence (SCI)} }'
  chicago: 'Kersting, Joschka, and Michaela Geierhos. “Towards Aspect Extraction and
    Classification for Opinion Mining with Deep Sequence Networks.” In <i>Natural
    Language Processing in Artificial Intelligence -- NLPinAI 2020</i>, edited by
    Roussanka Loukanova, 939:163--189. Studies in Computational Intelligence (SCI).
    Cham: Springer, 2021. <a href="https://doi.org/10.1007/978-3-030-63787-3_6">https://doi.org/10.1007/978-3-030-63787-3_6</a>.'
  ieee: 'J. Kersting and M. Geierhos, “Towards Aspect Extraction and Classification
    for Opinion Mining with Deep Sequence Networks,” in <i>Natural Language Processing
    in Artificial Intelligence -- NLPinAI 2020</i>, vol. 939, R. Loukanova, Ed. Cham:
    Springer, 2021, pp. 163--189.'
  mla: Kersting, Joschka, and Michaela Geierhos. “Towards Aspect Extraction and Classification
    for Opinion Mining with Deep Sequence Networks.” <i>Natural Language Processing
    in Artificial Intelligence -- NLPinAI 2020</i>, edited by Roussanka Loukanova,
    vol. 939, Springer, 2021, pp. 163--189, doi:<a href="https://doi.org/10.1007/978-3-030-63787-3_6">10.1007/978-3-030-63787-3_6</a>.
  short: 'J. Kersting, M. Geierhos, in: R. Loukanova (Ed.), Natural Language Processing
    in Artificial Intelligence -- NLPinAI 2020, Springer, Cham, 2021, pp. 163--189.'
date_created: 2020-08-13T09:29:52Z
date_updated: 2022-01-06T06:53:23Z
ddc:
- '000'
department:
- _id: '579'
doi: 10.1007/978-3-030-63787-3_6
editor:
- first_name: Roussanka
  full_name: Loukanova, Roussanka
  last_name: Loukanova
file:
- access_level: closed
  content_type: application/pdf
  creator: jkers
  date_created: 2021-04-08T08:14:05Z
  date_updated: 2021-04-08T08:14:05Z
  file_id: '21594'
  file_name: Kersting-Geierhos2021_Chapter_TowardsAspectExtractionAndClas.pdf
  file_size: 512065
  relation: main_file
  success: 1
file_date_updated: 2021-04-08T08:14:05Z
has_accepted_license: '1'
intvolume: '       939'
language:
- iso: eng
page: '163--189 '
place: Cham
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '9'
  name: SFB 901 - Subproject B1
publication: Natural Language Processing in Artificial Intelligence -- NLPinAI 2020
publication_identifier:
  unknown:
  - 978-3-030-63786-6 ; 978-3-030-63787-3
publication_status: published
publisher: Springer
series_title: Studies in Computational Intelligence (SCI)
status: public
title: Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence
  Networks
type: book_chapter
user_id: '58701'
volume: 939
year: '2021'
...
---
_id: '23524'
abstract:
- lang: eng
  text: 'We experimentally consider a dynamic multi-period Cournot duopoly with a
    simultaneous option to manage financial risk and a real option to delay supply.
    The first option allows players to manage risk before uncertainty is realized,
    while the second allows managing risk after realization. In our setting, firms
    face a strategic dilemma: They must weigh the advantages of dealing with risk
    exposure against the disadvantages of higher competition. In theory, firms make
    strategic use of the hedging component, enhancing competition. Our experimental
    results support this theory, suggesting that hedging increases competition and
    negates duopoly profits even in a simultaneous setting.'
article_type: original
author:
- first_name: Caleb
  full_name: Cox, Caleb
  last_name: Cox
- first_name: Arzé
  full_name: Karam, Arzé
  last_name: Karam
- first_name: Matthias
  full_name: Pelster, Matthias
  id: '67265'
  last_name: Pelster
  orcid: ' https://orcid.org/0000-0001-5740-2420'
citation:
  ama: Cox C, Karam A, Pelster M. Two-period duopolies with forward markets. <i>Review
    of Industrial Organization</i>. 2021. doi:<a href="https://doi.org/10.1007/s11151-021-09839-6">10.1007/s11151-021-09839-6</a>
  apa: Cox, C., Karam, A., &#38; Pelster, M. (2021). Two-period duopolies with forward
    markets. <i>Review of Industrial Organization</i>. <a href="https://doi.org/10.1007/s11151-021-09839-6">https://doi.org/10.1007/s11151-021-09839-6</a>
  bibtex: '@article{Cox_Karam_Pelster_2021, title={Two-period duopolies with forward
    markets}, DOI={<a href="https://doi.org/10.1007/s11151-021-09839-6">10.1007/s11151-021-09839-6</a>},
    journal={Review of Industrial Organization}, author={Cox, Caleb and Karam, Arzé
    and Pelster, Matthias}, year={2021} }'
  chicago: Cox, Caleb, Arzé Karam, and Matthias Pelster. “Two-Period Duopolies with
    Forward Markets.” <i>Review of Industrial Organization</i>, 2021. <a href="https://doi.org/10.1007/s11151-021-09839-6">https://doi.org/10.1007/s11151-021-09839-6</a>.
  ieee: C. Cox, A. Karam, and M. Pelster, “Two-period duopolies with forward markets,”
    <i>Review of Industrial Organization</i>, 2021.
  mla: Cox, Caleb, et al. “Two-Period Duopolies with Forward Markets.” <i>Review of
    Industrial Organization</i>, 2021, doi:<a href="https://doi.org/10.1007/s11151-021-09839-6">10.1007/s11151-021-09839-6</a>.
  short: C. Cox, A. Karam, M. Pelster, Review of Industrial Organization (2021).
date_created: 2021-08-25T14:40:54Z
date_updated: 2022-01-06T06:55:56Z
department:
- _id: '186'
- _id: '578'
doi: 10.1007/s11151-021-09839-6
language:
- iso: eng
main_file_link:
- url: https://doi.org/10.1007/s11151-021-09839-6
publication: Review of Industrial Organization
publication_status: published
related_material:
  link:
  - relation: research_paper
    url: https://doi.org/10.1007/s11151-021-09839-6
status: public
title: Two-period duopolies with forward markets
type: journal_article
user_id: '67265'
year: '2021'
...
---
_id: '23609'
author:
- first_name: Burak
  full_name: Guzelturk, Burak
  last_name: Guzelturk
- first_name: Thomas
  full_name: Winkler, Thomas
  last_name: Winkler
- first_name: Tim W. J.
  full_name: Van de Goor, Tim W. J.
  last_name: Van de Goor
- first_name: Matthew D.
  full_name: Smith, Matthew D.
  last_name: Smith
- first_name: Sean A.
  full_name: Bourelle, Sean A.
  last_name: Bourelle
- first_name: Sascha
  full_name: Feldmann, Sascha
  last_name: Feldmann
- first_name: Mariano
  full_name: Trigo, Mariano
  last_name: Trigo
- first_name: Samuel W.
  full_name: Teitelbaum, Samuel W.
  last_name: Teitelbaum
- first_name: Hans-Georg
  full_name: Steinrück, Hans-Georg
  id: '84268'
  last_name: Steinrück
  orcid: 0000-0001-6373-0877
- first_name: Gilberto A.
  full_name: de la Pena, Gilberto A.
  last_name: de la Pena
- first_name: Roberto
  full_name: Alonso-Mori, Roberto
  last_name: Alonso-Mori
- first_name: Diling
  full_name: Zhu, Diling
  last_name: Zhu
- first_name: Takahiro
  full_name: Sato, Takahiro
  last_name: Sato
- first_name: Hemamala I.
  full_name: Karunadasa, Hemamala I.
  last_name: Karunadasa
- first_name: Michael F.
  full_name: Toney, Michael F.
  last_name: Toney
- first_name: Felix
  full_name: Deschler, Felix
  last_name: Deschler
- first_name: Aaron M.
  full_name: Lindenberg, Aaron M.
  last_name: Lindenberg
citation:
  ama: Guzelturk B, Winkler T, Van de Goor TWJ, et al. Visualization of dynamic polaronic
    strain fields in hybrid lead halide perovskites. <i>Nature Materials</i>. 2021;20:618-623.
    doi:<a href="https://doi.org/10.1038/s41563-020-00865-5">10.1038/s41563-020-00865-5</a>
  apa: Guzelturk, B., Winkler, T., Van de Goor, T. W. J., Smith, M. D., Bourelle,
    S. A., Feldmann, S., Trigo, M., Teitelbaum, S. W., Steinrück, H.-G., de la Pena,
    G. A., Alonso-Mori, R., Zhu, D., Sato, T., Karunadasa, H. I., Toney, M. F., Deschler,
    F., &#38; Lindenberg, A. M. (2021). Visualization of dynamic polaronic strain
    fields in hybrid lead halide perovskites. <i>Nature Materials</i>, <i>20</i>,
    618–623. <a href="https://doi.org/10.1038/s41563-020-00865-5">https://doi.org/10.1038/s41563-020-00865-5</a>
  bibtex: '@article{Guzelturk_Winkler_Van de Goor_Smith_Bourelle_Feldmann_Trigo_Teitelbaum_Steinrück_de
    la Pena_et al._2021, title={Visualization of dynamic polaronic strain fields in
    hybrid lead halide perovskites}, volume={20}, DOI={<a href="https://doi.org/10.1038/s41563-020-00865-5">10.1038/s41563-020-00865-5</a>},
    journal={Nature Materials}, author={Guzelturk, Burak and Winkler, Thomas and Van
    de Goor, Tim W. J. and Smith, Matthew D. and Bourelle, Sean A. and Feldmann, Sascha
    and Trigo, Mariano and Teitelbaum, Samuel W. and Steinrück, Hans-Georg and de
    la Pena, Gilberto A. and et al.}, year={2021}, pages={618–623} }'
  chicago: 'Guzelturk, Burak, Thomas Winkler, Tim W. J. Van de Goor, Matthew D. Smith,
    Sean A. Bourelle, Sascha Feldmann, Mariano Trigo, et al. “Visualization of Dynamic
    Polaronic Strain Fields in Hybrid Lead Halide Perovskites.” <i>Nature Materials</i>
    20 (2021): 618–23. <a href="https://doi.org/10.1038/s41563-020-00865-5">https://doi.org/10.1038/s41563-020-00865-5</a>.'
  ieee: 'B. Guzelturk <i>et al.</i>, “Visualization of dynamic polaronic strain fields
    in hybrid lead halide perovskites,” <i>Nature Materials</i>, vol. 20, pp. 618–623,
    2021, doi: <a href="https://doi.org/10.1038/s41563-020-00865-5">10.1038/s41563-020-00865-5</a>.'
  mla: Guzelturk, Burak, et al. “Visualization of Dynamic Polaronic Strain Fields
    in Hybrid Lead Halide Perovskites.” <i>Nature Materials</i>, vol. 20, 2021, pp.
    618–23, doi:<a href="https://doi.org/10.1038/s41563-020-00865-5">10.1038/s41563-020-00865-5</a>.
  short: B. Guzelturk, T. Winkler, T.W.J. Van de Goor, M.D. Smith, S.A. Bourelle,
    S. Feldmann, M. Trigo, S.W. Teitelbaum, H.-G. Steinrück, G.A. de la Pena, R. Alonso-Mori,
    D. Zhu, T. Sato, H.I. Karunadasa, M.F. Toney, F. Deschler, A.M. Lindenberg, Nature
    Materials 20 (2021) 618–623.
date_created: 2021-09-01T09:09:05Z
date_updated: 2022-01-06T06:55:57Z
department:
- _id: '633'
doi: 10.1038/s41563-020-00865-5
intvolume: '        20'
language:
- iso: eng
page: 618-623
publication: Nature Materials
publication_identifier:
  issn:
  - 1476-1122
  - 1476-4660
publication_status: published
status: public
title: Visualization of dynamic polaronic strain fields in hybrid lead halide perovskites
type: journal_article
user_id: '84268'
volume: 20
year: '2021'
...
---
_id: '23674'
abstract:
- lang: eng
  text: The diagnosis of diseases is decisive for planning proper treatment and ensuring
    the well-being of patients. Human error hinders accurate diagnostics, as interpreting
    medical information is a complex and cognitively challenging task. The application
    of artificial intelligence (AI) can improve the level of diagnostic accuracy and
    efficiency. While the current literature has examined various approaches to diagnosing
    various diseases, an overview of fields in which AI has been applied, including
    their performance aiming to identify emergent digitalized healthcare services,
    has not yet been adequately realized in extant research. By conducting a critical
    review, we portray the AI landscape in diagnostics and provide a snapshot to guide
    future research. This paper extends academia by proposing a research agenda. Practitioners
    understand the extent to which AI improves diagnostics and how healthcare benefits
    from it. However, several issues need to be addressed before successful application
    of AI in disease diagnostics can be achieved.</jats:p>
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: Nicholas R. J.
  full_name: Frick, Nicholas R. J.
  last_name: Frick
citation:
  ama: 'Mirbabaie M, Stieglitz S, Frick NRJ. Artificial intelligence in disease diagnostics:
    A critical review and classification on the current state of research guiding
    future direction. <i>Health and Technology</i>. 2021:693-731. doi:<a href="https://doi.org/10.1007/s12553-021-00555-5">10.1007/s12553-021-00555-5</a>'
  apa: 'Mirbabaie, M., Stieglitz, S., &#38; Frick, N. R. J. (2021). Artificial intelligence
    in disease diagnostics: A critical review and classification on the current state
    of research guiding future direction. <i>Health and Technology</i>, 693–731. <a
    href="https://doi.org/10.1007/s12553-021-00555-5">https://doi.org/10.1007/s12553-021-00555-5</a>'
  bibtex: '@article{Mirbabaie_Stieglitz_Frick_2021, title={Artificial intelligence
    in disease diagnostics: A critical review and classification on the current state
    of research guiding future direction}, DOI={<a href="https://doi.org/10.1007/s12553-021-00555-5">10.1007/s12553-021-00555-5</a>},
    journal={Health and Technology}, author={Mirbabaie, Milad and Stieglitz, Stefan
    and Frick, Nicholas R. J.}, year={2021}, pages={693–731} }'
  chicago: 'Mirbabaie, Milad, Stefan Stieglitz, and Nicholas R. J. Frick. “Artificial
    Intelligence in Disease Diagnostics: A Critical Review and Classification on the
    Current State of Research Guiding Future Direction.” <i>Health and Technology</i>,
    2021, 693–731. <a href="https://doi.org/10.1007/s12553-021-00555-5">https://doi.org/10.1007/s12553-021-00555-5</a>.'
  ieee: 'M. Mirbabaie, S. Stieglitz, and N. R. J. Frick, “Artificial intelligence
    in disease diagnostics: A critical review and classification on the current state
    of research guiding future direction,” <i>Health and Technology</i>, pp. 693–731,
    2021.'
  mla: 'Mirbabaie, Milad, et al. “Artificial Intelligence in Disease Diagnostics:
    A Critical Review and Classification on the Current State of Research Guiding
    Future Direction.” <i>Health and Technology</i>, 2021, pp. 693–731, doi:<a href="https://doi.org/10.1007/s12553-021-00555-5">10.1007/s12553-021-00555-5</a>.'
  short: M. Mirbabaie, S. Stieglitz, N.R.J. Frick, Health and Technology (2021) 693–731.
date_created: 2021-09-02T08:01:10Z
date_updated: 2022-01-06T06:55:58Z
department:
- _id: '646'
doi: 10.1007/s12553-021-00555-5
language:
- iso: eng
page: 693-731
publication: Health and Technology
publication_identifier:
  issn:
  - 2190-7188
  - 2190-7196
publication_status: published
status: public
title: 'Artificial intelligence in disease diagnostics: A critical review and classification
  on the current state of research guiding future direction'
type: journal_article
user_id: '88831'
year: '2021'
...
---
_id: '23734'
author:
- first_name: Stefan
  full_name: Lammers, Stefan
  id: '13835'
  last_name: Lammers
- first_name: Anne
  full_name: Kruse, Anne
  id: '55833'
  last_name: Kruse
- first_name: Jan
  full_name: Gierse, Jan
  last_name: Gierse
- first_name: Johannes
  full_name: Tominski, Johannes
  last_name: Tominski
- first_name: Christian-Friedrich
  full_name: Lindemann, Christian-Friedrich
  id: '2930'
  last_name: Lindemann
citation:
  ama: 'Lammers S, Kruse A, Gierse J, Tominski J, Lindemann C-F. Konstruktionsrichtlinien
    in der Produktentwicklung. In: Koch R, Zimmer D, Tröster T, Gräßler I, eds. <i>Mehrzieloptimierte
    und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren
    im Produktentstehungsprozess</i>. ; 2021.'
  apa: Lammers, S., Kruse, A., Gierse, J., Tominski, J., &#38; Lindemann, C.-F. (2021).
    Konstruktionsrichtlinien in der Produktentwicklung. In R. Koch, D. Zimmer, T.
    Tröster, &#38; I. Gräßler (Eds.), <i>Mehrzieloptimierte und durchgängig automatisierte
    Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess</i>.
  bibtex: '@inbook{Lammers_Kruse_Gierse_Tominski_Lindemann_2021, title={Konstruktionsrichtlinien
    in der Produktentwicklung}, booktitle={Mehrzieloptimierte und durchgängig automatisierte
    Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess},
    author={Lammers, Stefan and Kruse, Anne and Gierse, Jan and Tominski, Johannes
    and Lindemann, Christian-Friedrich}, editor={Koch, Rainer and Zimmer, Detmar and
    Tröster, Thomas and Gräßler, IrisEditors}, year={2021} }'
  chicago: Lammers, Stefan, Anne Kruse, Jan Gierse, Johannes Tominski, and Christian-Friedrich
    Lindemann. “Konstruktionsrichtlinien in der Produktentwicklung.” In <i>Mehrzieloptimierte
    und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren
    im Produktentstehungsprozess</i>, edited by Rainer Koch, Detmar Zimmer, Thomas
    Tröster, and Iris Gräßler, 2021.
  ieee: S. Lammers, A. Kruse, J. Gierse, J. Tominski, and C.-F. Lindemann, “Konstruktionsrichtlinien
    in der Produktentwicklung,” in <i>Mehrzieloptimierte und durchgängig automatisierte
    Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess</i>,
    R. Koch, D. Zimmer, T. Tröster, and I. Gräßler, Eds. 2021.
  mla: Lammers, Stefan, et al. “Konstruktionsrichtlinien in der Produktentwicklung.”
    <i>Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive
    Fertigungsverfahren im Produktentstehungsprozess</i>, edited by Rainer Koch et
    al., 2021.
  short: 'S. Lammers, A. Kruse, J. Gierse, J. Tominski, C.-F. Lindemann, in: R. Koch,
    D. Zimmer, T. Tröster, I. Gräßler (Eds.), Mehrzieloptimierte und durchgängig automatisierte
    Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess,
    2021.'
date_created: 2021-09-03T10:08:27Z
date_updated: 2022-01-06T06:55:59Z
department:
- _id: '9'
- _id: '146'
- _id: '219'
editor:
- first_name: Rainer
  full_name: Koch, Rainer
  last_name: Koch
- first_name: Detmar
  full_name: Zimmer, Detmar
  last_name: Zimmer
- first_name: Thomas
  full_name: Tröster, Thomas
  last_name: Tröster
- first_name: Iris
  full_name: Gräßler, Iris
  last_name: Gräßler
language:
- iso: ger
publication: Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung
  für Additive Fertigungsverfahren im Produktentstehungsprozess
publication_identifier:
  isbn:
  - 978-3-8440-7932-6
publication_status: published
status: public
title: Konstruktionsrichtlinien in der Produktentwicklung
type: book_chapter
user_id: '13835'
year: '2021'
...
---
_id: '20641'
author:
- first_name: Verena
  full_name: Aßmuth, Verena
  id: '53299'
  last_name: Aßmuth
- first_name: Dominik
  full_name: Teutenberg, Dominik
  id: '537'
  last_name: Teutenberg
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
citation:
  ama: 'Aßmuth V, Teutenberg D, Meschut G. Analyse rezepturabhängiger und alterungsbedingter
    Enthaftungserscheinungen geklebter SMC-Bauteile. In: <i>10. Doktorandenseminar
    Klebtechnik</i>. Vol 369. DVS Berichte. Düsseldorf: DVS Media GmbH.'
  apa: 'Aßmuth, V., Teutenberg, D., &#38; Meschut, G. (n.d.). Analyse rezepturabhängiger
    und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile. In <i>10.
    Doktorandenseminar Klebtechnik</i> (Vol. 369). Düsseldorf: DVS Media GmbH.'
  bibtex: '@inproceedings{Aßmuth_Teutenberg_Meschut, place={Düsseldorf}, series={DVS
    Berichte}, title={Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen
    geklebter SMC-Bauteile}, volume={369}, booktitle={10. Doktorandenseminar Klebtechnik},
    publisher={DVS Media GmbH}, author={Aßmuth, Verena and Teutenberg, Dominik and
    Meschut, Gerson}, collection={DVS Berichte} }'
  chicago: 'Aßmuth, Verena, Dominik Teutenberg, and Gerson Meschut. “Analyse rezepturabhängiger
    und alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile.” In <i>10.
    Doktorandenseminar Klebtechnik</i>, Vol. 369. DVS Berichte. Düsseldorf: DVS Media
    GmbH, n.d.'
  ieee: V. Aßmuth, D. Teutenberg, and G. Meschut, “Analyse rezepturabhängiger und
    alterungsbedingter Enthaftungserscheinungen geklebter SMC-Bauteile,” in <i>10.
    Doktorandenseminar Klebtechnik</i>, Kassel, vol. 369.
  mla: Aßmuth, Verena, et al. “Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen
    geklebter SMC-Bauteile.” <i>10. Doktorandenseminar Klebtechnik</i>, vol. 369,
    DVS Media GmbH.
  short: 'V. Aßmuth, D. Teutenberg, G. Meschut, in: 10. Doktorandenseminar Klebtechnik,
    DVS Media GmbH, Düsseldorf, n.d.'
conference:
  end_date: 2019-09-25
  location: Kassel
  name: 10. Doktorandenseminar Klebtechnik
  start_date: 2019-09-24
date_created: 2020-12-02T13:05:37Z
date_updated: 2022-01-06T06:54:31Z
department:
- _id: '157'
intvolume: '       369'
language:
- iso: ger
place: Düsseldorf
publication: 10. Doktorandenseminar Klebtechnik
publication_identifier:
  isbn:
  - 978-3-96144-139-6
publication_status: inpress
publisher: DVS Media GmbH
series_title: DVS Berichte
status: public
title: Analyse rezepturabhängiger und alterungsbedingter Enthaftungserscheinungen
  geklebter SMC-Bauteile
type: conference
user_id: '53299'
volume: 369
year: '2021'
...
---
_id: '20683'
author:
- first_name: Björn
  full_name: Feldkord, Björn
  id: '22704'
  last_name: Feldkord
- first_name: Till
  full_name: Knollmann, Till
  id: '39241'
  last_name: Knollmann
  orcid: 0000-0003-2014-4696
- first_name: Manuel
  full_name: Malatyali, Manuel
  id: '41265'
  last_name: Malatyali
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
citation:
  ama: Feldkord B, Knollmann T, Malatyali M, Meyer auf der Heide F. Managing Multiple
    Mobile Resources. <i>Theory of Computing Systems</i>. 2021;65:943–984. doi:<a
    href="https://doi.org/10.1007/s00224-020-10023-8">10.1007/s00224-020-10023-8</a>
  apa: Feldkord, B., Knollmann, T., Malatyali, M., &#38; Meyer auf der Heide, F. (2021).
    Managing Multiple Mobile Resources. <i>Theory of Computing Systems</i>, <i>65</i>,
    943–984. <a href="https://doi.org/10.1007/s00224-020-10023-8">https://doi.org/10.1007/s00224-020-10023-8</a>
  bibtex: '@article{Feldkord_Knollmann_Malatyali_Meyer auf der Heide_2021, title={Managing
    Multiple Mobile Resources}, volume={65}, DOI={<a href="https://doi.org/10.1007/s00224-020-10023-8">10.1007/s00224-020-10023-8</a>},
    journal={Theory of Computing Systems}, author={Feldkord, Björn and Knollmann,
    Till and Malatyali, Manuel and Meyer auf der Heide, Friedhelm}, year={2021}, pages={943–984}
    }'
  chicago: 'Feldkord, Björn, Till Knollmann, Manuel Malatyali, and Friedhelm Meyer
    auf der Heide. “Managing Multiple Mobile Resources.” <i>Theory of Computing Systems</i>
    65 (2021): 943–984. <a href="https://doi.org/10.1007/s00224-020-10023-8">https://doi.org/10.1007/s00224-020-10023-8</a>.'
  ieee: 'B. Feldkord, T. Knollmann, M. Malatyali, and F. Meyer auf der Heide, “Managing
    Multiple Mobile Resources,” <i>Theory of Computing Systems</i>, vol. 65, pp. 943–984,
    2021, doi: <a href="https://doi.org/10.1007/s00224-020-10023-8">10.1007/s00224-020-10023-8</a>.'
  mla: Feldkord, Björn, et al. “Managing Multiple Mobile Resources.” <i>Theory of
    Computing Systems</i>, vol. 65, 2021, pp. 943–984, doi:<a href="https://doi.org/10.1007/s00224-020-10023-8">10.1007/s00224-020-10023-8</a>.
  short: B. Feldkord, T. Knollmann, M. Malatyali, F. Meyer auf der Heide, Theory of
    Computing Systems 65 (2021) 943–984.
date_created: 2020-12-08T08:40:10Z
date_updated: 2022-01-06T06:54:31Z
department:
- _id: '63'
doi: 10.1007/s00224-020-10023-8
intvolume: '        65'
language:
- iso: eng
page: 943–984
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '5'
  name: SFB 901 - Subproject A1
publication: Theory of Computing Systems
publication_status: published
status: public
title: Managing Multiple Mobile Resources
type: journal_article
user_id: '15415'
volume: 65
year: '2021'
...
---
_id: '20817'
author:
- first_name: Marcin
  full_name: Bienkowski, Marcin
  last_name: Bienkowski
- first_name: Björn
  full_name: Feldkord, Björn
  id: '22704'
  last_name: Feldkord
- first_name: Pawel
  full_name: Schmidt, Pawel
  last_name: Schmidt
citation:
  ama: 'Bienkowski M, Feldkord B, Schmidt P. A Nearly Optimal Deterministic Online
    Algorithm for Non-Metric Facility Location. In: <i>Proceedings of the 38th Symposium
    on Theoretical Aspects of Computer Science (STACS)</i>. ; 2021:14:1-14:17. doi:<a
    href="https://doi.org/10.4230/LIPIcs.STACS.2021.14">10.4230/LIPIcs.STACS.2021.14</a>'
  apa: Bienkowski, M., Feldkord, B., &#38; Schmidt, P. (2021). A Nearly Optimal Deterministic
    Online Algorithm for Non-Metric Facility Location. In <i>Proceedings of the 38th
    Symposium on Theoretical Aspects of Computer Science (STACS)</i> (pp. 14:1-14:17).
    <a href="https://doi.org/10.4230/LIPIcs.STACS.2021.14">https://doi.org/10.4230/LIPIcs.STACS.2021.14</a>
  bibtex: '@inproceedings{Bienkowski_Feldkord_Schmidt_2021, title={A Nearly Optimal
    Deterministic Online Algorithm for Non-Metric Facility Location}, DOI={<a href="https://doi.org/10.4230/LIPIcs.STACS.2021.14">10.4230/LIPIcs.STACS.2021.14</a>},
    booktitle={Proceedings of the 38th Symposium on Theoretical Aspects of Computer
    Science (STACS)}, author={Bienkowski, Marcin and Feldkord, Björn and Schmidt,
    Pawel}, year={2021}, pages={14:1-14:17} }'
  chicago: Bienkowski, Marcin, Björn Feldkord, and Pawel Schmidt. “A Nearly Optimal
    Deterministic Online Algorithm for Non-Metric Facility Location.” In <i>Proceedings
    of the 38th Symposium on Theoretical Aspects of Computer Science (STACS)</i>,
    14:1-14:17, 2021. <a href="https://doi.org/10.4230/LIPIcs.STACS.2021.14">https://doi.org/10.4230/LIPIcs.STACS.2021.14</a>.
  ieee: M. Bienkowski, B. Feldkord, and P. Schmidt, “A Nearly Optimal Deterministic
    Online Algorithm for Non-Metric Facility Location,” in <i>Proceedings of the 38th
    Symposium on Theoretical Aspects of Computer Science (STACS)</i>, 2021, pp. 14:1-14:17.
  mla: Bienkowski, Marcin, et al. “A Nearly Optimal Deterministic Online Algorithm
    for Non-Metric Facility Location.” <i>Proceedings of the 38th Symposium on Theoretical
    Aspects of Computer Science (STACS)</i>, 2021, pp. 14:1-14:17, doi:<a href="https://doi.org/10.4230/LIPIcs.STACS.2021.14">10.4230/LIPIcs.STACS.2021.14</a>.
  short: 'M. Bienkowski, B. Feldkord, P. Schmidt, in: Proceedings of the 38th Symposium
    on Theoretical Aspects of Computer Science (STACS), 2021, pp. 14:1-14:17.'
date_created: 2020-12-21T13:46:16Z
date_updated: 2022-01-06T06:54:40Z
department:
- _id: '63'
doi: 10.4230/LIPIcs.STACS.2021.14
language:
- iso: eng
page: 14:1 - 14:17
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '5'
  name: SFB 901 - Subproject A1
publication: Proceedings of the 38th Symposium on Theoretical Aspects of Computer
  Science (STACS)
publication_status: published
status: public
title: A Nearly Optimal Deterministic Online Algorithm for Non-Metric Facility Location
type: conference
user_id: '22704'
year: '2021'
...
---
_id: '22230'
citation:
  ama: 'Sousa Santos B, Domik G, eds. <i>EUROGRAPHICS 2021: Education Papers Frontmatter</i>.
    Eurographics Association ; 2021. doi:<a href="https://doi.org/10.2312/EGED.20212000">10.2312/EGED.20212000</a>'
  apa: 'Sousa Santos, B., &#38; Domik, G. (Eds.). (2021). <i>EUROGRAPHICS 2021: Education
    Papers Frontmatter</i>. Presented at the Eurographics 2021, Vienna: Eurographics
    Association . <a href="https://doi.org/10.2312/EGED.20212000">https://doi.org/10.2312/EGED.20212000</a>'
  bibtex: '@book{Sousa Santos_Domik_2021, title={EUROGRAPHICS 2021: Education Papers
    Frontmatter}, DOI={<a href="https://doi.org/10.2312/EGED.20212000">10.2312/EGED.20212000</a>},
    publisher={Eurographics Association }, year={2021} }'
  chicago: 'Sousa Santos, Beatriz, and Gitta Domik, eds. <i>EUROGRAPHICS 2021: Education
    Papers Frontmatter</i>. Eurographics Association , 2021. <a href="https://doi.org/10.2312/EGED.20212000">https://doi.org/10.2312/EGED.20212000</a>.'
  ieee: 'B. Sousa Santos and G. Domik, Eds., <i>EUROGRAPHICS 2021: Education Papers
    Frontmatter</i>. Eurographics Association , 2021.'
  mla: 'Sousa Santos, Beatriz, and Gitta Domik, editors. <i>EUROGRAPHICS 2021: Education
    Papers Frontmatter</i>. Eurographics Association , 2021, doi:<a href="https://doi.org/10.2312/EGED.20212000">10.2312/EGED.20212000</a>.'
  short: 'B. Sousa Santos, G. Domik, eds., EUROGRAPHICS 2021: Education Papers Frontmatter,
    Eurographics Association , 2021.'
conference:
  end_date: 2021-05-07
  location: Vienna
  name: Eurographics 2021
  start_date: 2021-05-03
date_created: 2021-05-26T09:04:55Z
date_updated: 2022-01-06T06:55:29Z
department:
- _id: '65'
doi: 10.2312/EGED.20212000
editor:
- first_name: Beatriz
  full_name: Sousa Santos, Beatriz
  last_name: Sousa Santos
- first_name: Gitta
  full_name: Domik, Gitta
  id: '90'
  last_name: Domik
language:
- iso: eng
publication_identifier:
  isbn:
  - 'ISBN 978-3-03868-132-8 '
publisher: 'Eurographics Association '
status: public
title: 'EUROGRAPHICS 2021: Education Papers Frontmatter'
type: conference_editor
user_id: '90'
year: '2021'
...
---
_id: '22283'
abstract:
- lang: eng
  text: "    We show how to construct an overlay network of constant degree and diameter
    $O(\\log n)$ in time $O(\\log n)$ starting from an arbitrary weakly connected
    graph.\r\n    We assume a synchronous communication network in which nodes can
    send messages to nodes they know the identifier of and establish new connections
    by sending node identifiers.\r\n    If the initial network's graph is weakly connected
    and has constant degree, then our algorithm constructs the desired topology with
    each node sending and receiving only $O(\\log n)$ messages in each round in time
    $O(\\log n)$, w.h.p., which beats the currently best $O(\\log^{3/2} n)$ time algorithm
    of [Götte et al., SIROCCO'19].\r\n    Since the problem cannot be solved faster
    than by using pointer jumping for $O(\\log n)$ rounds (which would even require
    each node to communicate $\\Omega(n)$ bits), our algorithm is asymptotically optimal.\r\n
    \   We achieve this speedup by using short random walks to repeatedly establish
    random connections between the nodes that quickly reduce the conductance of the
    graph using an observation of [Kwok and Lau, APPROX'14].\r\n    \r\n    Additionally,
    we show how our algorithm can be used to efficiently solve graph problems in \\emph{hybrid
    networks} [Augustine et al., SODA'20].\r\n    Motivated by the idea that nodes
    possess two different modes of communication, we assume that communication of
    the \\emph{initial} edges is unrestricted. In contrast, only polylogarithmically
    many messages can be communicated over edges that have been established throughout
    an algorithm's execution.\r\n    For an (undirected) graph $G$ with arbitrary
    degree, we show how to compute connected components, a spanning tree, and biconnected
    components in time $O(\\log n)$, w.h.p.\r\n    Furthermore, we show how to compute
    an MIS in time $O(\\log d + \\log \\log n)$, w.h.p., where $d$ is the initial
    degree of $G$."
author:
- first_name: Thorsten
  full_name: Götte, Thorsten
  id: '34727'
  last_name: Götte
- first_name: Kristian
  full_name: Hinnenthal, Kristian
  id: '32229'
  last_name: Hinnenthal
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Julian
  full_name: Werthmann, Julian
  id: '50024'
  last_name: Werthmann
citation:
  ama: 'Götte T, Hinnenthal K, Scheideler C, Werthmann J. Time-Optimal Construction
    of Overlays. In: Censor-Hillel K, ed. <i>Proc. of the 40th ACM Symposium on Principles
    of Distributed Computing (PODC ’21)</i>. New York: ACM. doi:<a href="https://doi.org/10.1145/3465084.3467932">10.1145/3465084.3467932</a>'
  apa: 'Götte, T., Hinnenthal, K., Scheideler, C., &#38; Werthmann, J. (n.d.). Time-Optimal
    Construction of Overlays. In K. Censor-Hillel (Ed.), <i>Proc. of the 40th ACM
    Symposium on Principles of Distributed Computing (PODC ’21)</i>. New York: ACM.
    <a href="https://doi.org/10.1145/3465084.3467932">https://doi.org/10.1145/3465084.3467932</a>'
  bibtex: '@inproceedings{Götte_Hinnenthal_Scheideler_Werthmann, place={New York},
    title={Time-Optimal Construction of Overlays}, DOI={<a href="https://doi.org/10.1145/3465084.3467932">10.1145/3465084.3467932</a>},
    booktitle={Proc. of the 40th ACM Symposium on Principles of Distributed Computing
    (PODC ’21)}, publisher={ACM}, author={Götte, Thorsten and Hinnenthal, Kristian
    and Scheideler, Christian and Werthmann, Julian}, editor={Censor-Hillel, KerenEditor}
    }'
  chicago: 'Götte, Thorsten, Kristian Hinnenthal, Christian Scheideler, and Julian
    Werthmann. “Time-Optimal Construction of Overlays.” In <i>Proc. of the 40th ACM
    Symposium on Principles of Distributed Computing (PODC ’21)</i>, edited by Keren
    Censor-Hillel. New York: ACM, n.d. <a href="https://doi.org/10.1145/3465084.3467932">https://doi.org/10.1145/3465084.3467932</a>.'
  ieee: T. Götte, K. Hinnenthal, C. Scheideler, and J. Werthmann, “Time-Optimal Construction
    of Overlays,” in <i>Proc. of the 40th ACM Symposium on Principles of Distributed
    Computing (PODC ’21)</i>, Virtual.
  mla: Götte, Thorsten, et al. “Time-Optimal Construction of Overlays.” <i>Proc. of
    the 40th ACM Symposium on Principles of Distributed Computing (PODC ’21)</i>,
    edited by Keren Censor-Hillel, ACM, doi:<a href="https://doi.org/10.1145/3465084.3467932">10.1145/3465084.3467932</a>.
  short: 'T. Götte, K. Hinnenthal, C. Scheideler, J. Werthmann, in: K. Censor-Hillel
    (Ed.), Proc. of the 40th ACM Symposium on Principles of Distributed Computing
    (PODC ’21), ACM, New York, n.d.'
conference:
  end_date: 2021-07-30
  location: Virtual
  name: ACM Symposium on Principles of Distributed Computing (PODC)
  start_date: 2021-07-26
date_created: 2021-06-06T19:10:26Z
date_updated: 2022-01-06T06:55:30Z
ddc:
- '000'
department:
- _id: '34'
doi: 10.1145/3465084.3467932
editor:
- first_name: Keren
  full_name: Censor-Hillel, Keren
  last_name: Censor-Hillel
file:
- access_level: closed
  content_type: application/pdf
  creator: thgoette
  date_created: 2021-06-06T19:12:49Z
  date_updated: 2021-06-06T19:12:49Z
  file_id: '22284'
  file_name: Wicked_Fast_Overlay_Construction(1).pdf
  file_size: 590875
  relation: main_file
  success: 1
file_date_updated: 2021-06-06T19:12:49Z
has_accepted_license: '1'
language:
- iso: eng
place: New York
project:
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '5'
  name: SFB 901 - Subproject A1
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
- _id: '1'
  name: SFB 901
publication: Proc. of the 40th ACM Symposium on Principles of Distributed Computing
  (PODC '21)
publication_status: accepted
publisher: ACM
status: public
title: Time-Optimal Construction of Overlays
type: conference
user_id: '477'
year: '2021'
...
---
_id: '22217'
author:
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
- first_name: Arash
  full_name: Khatibi, Arash
  id: '43538'
  last_name: Khatibi
citation:
  ama: 'Krauter S, Khatibi A. Einfluss von Steilaufstellung, Nachführung und Einsatz
    bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung
    Deutschlands. In: <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online,
    ISBN 978-3-948176-14-3, S. 301-304. </i>. Conexio; 2021:301-304.'
  apa: Krauter, S., &#38; Khatibi, A. (2021). Einfluss von Steilaufstellung, Nachführung
    und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100%
    EE-Versorgung Deutschlands. <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021,
    online, ISBN 978-3-948176-14-3, S. 301-304. </i>, 301–304.
  bibtex: '@inproceedings{Krauter_Khatibi_2021, place={Pforzheim}, title={Einfluss
    von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module auf den Speicherbedarf
    und die Kosten einer 100% EE-Versorgung Deutschlands}, booktitle={Tagungsband
    des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3, S. 301-304.
    }, publisher={Conexio}, author={Krauter, Stefan and Khatibi, Arash}, year={2021},
    pages={301–304} }'
  chicago: 'Krauter, Stefan, and Arash Khatibi. “Einfluss von Steilaufstellung, Nachführung
    und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100%
    EE-Versorgung Deutschlands.” In <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai
    2021, online, ISBN 978-3-948176-14-3, S. 301-304. </i>, 301–4. Pforzheim: Conexio,
    2021.'
  ieee: S. Krauter and A. Khatibi, “Einfluss von Steilaufstellung, Nachführung und
    Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100%
    EE-Versorgung Deutschlands,” in <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai
    2021, online, ISBN 978-3-948176-14-3, S. 301-304. </i>, Staffelstein / online,
    2021, pp. 301–304.
  mla: Krauter, Stefan, and Arash Khatibi. “Einfluss von Steilaufstellung, Nachführung
    und Einsatz bifazialer PV-Module auf den Speicherbedarf und die Kosten einer 100%
    EE-Versorgung Deutschlands.” <i>Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021,
    online, ISBN 978-3-948176-14-3, S. 301-304. </i>, Conexio, 2021, pp. 301–04.
  short: 'S. Krauter, A. Khatibi, in: Tagungsband des 36. PV-Symposium, 18.-26 Mai
    2021, online, ISBN 978-3-948176-14-3, S. 301-304. , Conexio, Pforzheim, 2021,
    pp. 301–304.'
conference:
  end_date: 2021-05-26
  location: Staffelstein / online
  name: 36. PV-Symposium, 18.-26 Mai 2021
  start_date: 2021-05-18
date_created: 2021-05-20T09:51:14Z
date_updated: 2022-01-06T11:46:47Z
ddc:
- '620'
department:
- _id: '53'
file:
- access_level: closed
  content_type: application/pdf
  creator: krauter
  date_created: 2022-01-06T11:44:09Z
  date_updated: 2022-01-06T11:44:09Z
  file_id: '29169'
  file_name: Staffelstein 2021 Krauter Khatibi S.301-304.pdf
  file_size: 3540634
  relation: main_file
  success: 1
file_date_updated: 2022-01-06T11:44:09Z
has_accepted_license: '1'
language:
- iso: ger
page: 301-304
place: Pforzheim
publication: 'Tagungsband des 36. PV-Symposium, 18.-26 Mai 2021, online, ISBN 978-3-948176-14-3,
  S. 301-304. '
publication_identifier:
  isbn:
  - 978-3-948176-14-3
publication_status: published
publisher: Conexio
status: public
title: Einfluss von Steilaufstellung, Nachführung und Einsatz bifazialer PV-Module
  auf den Speicherbedarf und die Kosten einer 100% EE-Versorgung Deutschlands
type: conference
user_id: '28836'
year: '2021'
...
---
_id: '29876'
author:
- first_name: Dierk
  full_name: Schröder, Dierk
  last_name: Schröder
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: Schröder D, Böcker J. <i>Elektrische Antriebe – Regelung von Antriebssystemen</i>.
    5th ed. Springer Nature; 2021. doi:<a href="https://doi.org/10.1007/978-3-662-62700-6">10.1007/978-3-662-62700-6</a>
  apa: Schröder, D., &#38; Böcker, J. (2021). <i>Elektrische Antriebe – Regelung von
    Antriebssystemen</i> (5th ed.). Springer Nature. <a href="https://doi.org/10.1007/978-3-662-62700-6">https://doi.org/10.1007/978-3-662-62700-6</a>
  bibtex: '@book{Schröder_Böcker_2021, edition={5}, title={Elektrische Antriebe –
    Regelung von Antriebssystemen}, DOI={<a href="https://doi.org/10.1007/978-3-662-62700-6">10.1007/978-3-662-62700-6</a>},
    publisher={Springer Nature}, author={Schröder, Dierk and Böcker, Joachim}, year={2021}
    }'
  chicago: Schröder, Dierk, and Joachim Böcker. <i>Elektrische Antriebe – Regelung
    von Antriebssystemen</i>. 5th ed. Springer Nature, 2021. <a href="https://doi.org/10.1007/978-3-662-62700-6">https://doi.org/10.1007/978-3-662-62700-6</a>.
  ieee: D. Schröder and J. Böcker, <i>Elektrische Antriebe – Regelung von Antriebssystemen</i>,
    5th ed. Springer Nature, 2021.
  mla: Schröder, Dierk, and Joachim Böcker. <i>Elektrische Antriebe – Regelung von
    Antriebssystemen</i>. 5th ed., Springer Nature, 2021, doi:<a href="https://doi.org/10.1007/978-3-662-62700-6">10.1007/978-3-662-62700-6</a>.
  short: D. Schröder, J. Böcker, Elektrische Antriebe – Regelung von Antriebssystemen,
    5th ed., Springer Nature, 2021.
date_created: 2022-02-18T14:23:49Z
date_updated: 2022-02-19T09:40:55Z
ddc:
- '620'
department:
- _id: '52'
doi: 10.1007/978-3-662-62700-6
edition: '5'
language:
- iso: ger
main_file_link:
- url: https://link.springer.com/book/10.1007/978-3-662-62700-6
page: '1625'
publication_identifier:
  eisbn:
  - 978-3-662-62700-6
  isbn:
  - 978-3-662-62699-3
publication_status: published
publisher: Springer Nature
status: public
title: Elektrische Antriebe – Regelung von Antriebssystemen
type: book
user_id: '66'
year: '2021'
...
---
_id: '30645'
abstract:
- lang: eng
  text: As a new and innovative processing method for fabrication for fiber-reinforced
    thermoplastic composites (CFRTs), the feasibility of ultrasonic welding technology
    was proven in several studies. This method offers potential for the direct manufacturing
    of CFRT–metal structures via embedded pin structures. Despite the previous studies,
    a deeper understanding of the process of energy input and whether fibers work
    as energy directors and consequently can, in combination with chosen processing
    parameters, influence the consolidation quality of the CFRTs, is still unknown.
    Consequently, the aim of this work is to establish a deeper process understanding
    of the ultrasonic direct impregnation of fiber-reinforced thermoplastics with
    an emphasis on the fiber’s function as energy directors. Based on the generated
    insights, a better assessment of the feasibility of direct, hybrid part manufacturing
    is possible. The produced samples were primarily evaluated by optical and mechanical
    test methods. It is demonstrated that with higher welding time and amplitude,
    a better consolidation quality can be achieved and that independent of the process
    parameters chosen in this study, no significant fiber breakage occurs. This is
    interpreted as a sign of a gentle impregnation process. Furthermore, based on
    the examination of single roving and 5-layer set-ups, it is shown that the glass
    fibers function as energy directors and can influence the transformation of sonic
    energy into thermal energy. In comparison to industrially available CFRT material,
    the mechanical properties are weaker, but materials and processes offer potential
    for significant improvement. Based on these findings, proposals for a direct impregnation
    and joining process are made.
author:
- first_name: J.
  full_name: Popp, J.
  last_name: Popp
- first_name: M.
  full_name: Wolf, M.
  last_name: Wolf
- first_name: T.
  full_name: Mattner, T.
  last_name: Mattner
- first_name: D.
  full_name: Drummer, D.
  last_name: Drummer
citation:
  ama: Popp J, Wolf M, Mattner T, Drummer D. Energy direction in ultrasonic impregnation
    of continuous fiber-reinforced thermoplastics. <i>Journal of Composites Science</i>.
    2021;5:239. doi:<a href="https://doi.org/10.3390/jcs5090239">10.3390/jcs5090239</a>
  apa: Popp, J., Wolf, M., Mattner, T., &#38; Drummer, D. (2021). Energy direction
    in ultrasonic impregnation of continuous fiber-reinforced thermoplastics. <i>Journal
    of Composites Science</i>, <i>5</i>, 239. <a href="https://doi.org/10.3390/jcs5090239">https://doi.org/10.3390/jcs5090239</a>
  bibtex: '@article{Popp_Wolf_Mattner_Drummer_2021, title={Energy direction in ultrasonic
    impregnation of continuous fiber-reinforced thermoplastics}, volume={5}, DOI={<a
    href="https://doi.org/10.3390/jcs5090239">10.3390/jcs5090239</a>}, journal={Journal
    of Composites Science}, author={Popp, J. and Wolf, M. and Mattner, T. and Drummer,
    D.}, year={2021}, pages={239} }'
  chicago: 'Popp, J., M. Wolf, T. Mattner, and D. Drummer. “Energy Direction in Ultrasonic
    Impregnation of Continuous Fiber-Reinforced Thermoplastics.” <i>Journal of Composites
    Science</i> 5 (2021): 239. <a href="https://doi.org/10.3390/jcs5090239">https://doi.org/10.3390/jcs5090239</a>.'
  ieee: 'J. Popp, M. Wolf, T. Mattner, and D. Drummer, “Energy direction in ultrasonic
    impregnation of continuous fiber-reinforced thermoplastics,” <i>Journal of Composites
    Science</i>, vol. 5, p. 239, 2021, doi: <a href="https://doi.org/10.3390/jcs5090239">10.3390/jcs5090239</a>.'
  mla: Popp, J., et al. “Energy Direction in Ultrasonic Impregnation of Continuous
    Fiber-Reinforced Thermoplastics.” <i>Journal of Composites Science</i>, vol. 5,
    2021, p. 239, doi:<a href="https://doi.org/10.3390/jcs5090239">10.3390/jcs5090239</a>.
  short: J. Popp, M. Wolf, T. Mattner, D. Drummer, Journal of Composites Science 5
    (2021) 239.
date_created: 2022-03-28T12:25:45Z
date_updated: 2022-03-29T12:43:36Z
doi: 10.3390/jcs5090239
intvolume: '         5'
language:
- iso: eng
page: '239'
project:
- _id: '130'
  grant_number: '418701707'
  name: 'TRR 285: TRR 285'
- _id: '133'
  name: 'TRR 285 - C: TRR 285 - Project Area C'
- _id: '145'
  name: 'TRR 285 – C01: TRR 285 - Subproject C01'
publication: Journal of Composites Science
status: public
title: Energy direction in ultrasonic impregnation of continuous fiber-reinforced
  thermoplastics
type: journal_article
user_id: '68518'
volume: 5
year: '2021'
...
---
_id: '17751'
author:
- first_name: Volker
  full_name: Peckhaus, Volker
  id: '391'
  last_name: Peckhaus
citation:
  ama: 'Peckhaus V. Technikphilosophie. In: <i>Staatslexikon. Recht, Wirtschaft, Gesellschaft,
    Bd. 5: Schule - Virtuelle Realität</i>. 8. völlig neu bearbeitete Aufl. Herder
    Verlag; 2021:983-991 (Spalten).'
  apa: 'Peckhaus, V. (2021). Technikphilosophie. In <i>Staatslexikon. Recht, Wirtschaft,
    Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i> (8. völlig neu bearbeitete
    Aufl., pp. 983-991 (Spalten)). Herder Verlag.'
  bibtex: '@inbook{Peckhaus_2021, place={Freiburg/Basel/Wien}, edition={8. völlig
    neu bearbeitete Aufl.}, title={Technikphilosophie}, booktitle={Staatslexikon.
    Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle Realität}, publisher={Herder
    Verlag}, author={Peckhaus, Volker}, year={2021}, pages={983-991 (Spalten)} }'
  chicago: 'Peckhaus, Volker. “Technikphilosophie.” In <i>Staatslexikon. Recht, Wirtschaft,
    Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i>, 8. völlig neu bearbeitete
    Aufl., 983-991 (Spalten). Freiburg/Basel/Wien: Herder Verlag, 2021.'
  ieee: 'V. Peckhaus, “Technikphilosophie,” in <i>Staatslexikon. Recht, Wirtschaft,
    Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i>, 8. völlig neu bearbeitete
    Aufl., Freiburg/Basel/Wien: Herder Verlag, 2021, pp. 983-991 (Spalten).'
  mla: 'Peckhaus, Volker. “Technikphilosophie.” <i>Staatslexikon. Recht, Wirtschaft,
    Gesellschaft, Bd. 5: Schule - Virtuelle Realität</i>, 8. völlig neu bearbeitete
    Aufl., Herder Verlag, 2021, pp. 983-991 (Spalten).'
  short: 'V. Peckhaus, in: Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5:
    Schule - Virtuelle Realität, 8. völlig neu bearbeitete Aufl., Herder Verlag, Freiburg/Basel/Wien,
    2021, pp. 983-991 (Spalten).'
date_created: 2020-08-10T07:33:11Z
date_updated: 2022-04-04T08:24:42Z
department:
- _id: '520'
edition: 8. völlig neu bearbeitete Aufl.
language:
- iso: ger
page: 983-991 (Spalten)
place: Freiburg/Basel/Wien
publication: 'Staatslexikon. Recht, Wirtschaft, Gesellschaft, Bd. 5: Schule - Virtuelle
  Realität'
publication_status: published
publisher: Herder Verlag
status: public
title: Technikphilosophie
type: encyclopedia_article
user_id: '59882'
year: '2021'
...
---
_id: '27381'
abstract:
- lang: eng
  text: Graph neural networks (GNNs) have been successfully applied in many structured
    data domains, with applications ranging from molecular property prediction to
    the analysis of social networks. Motivated by the broad applicability of GNNs,
    we propose the family of so-called RankGNNs, a combination of neural Learning
    to Rank (LtR) methods and GNNs. RankGNNs are trained with a set of pair-wise preferences
    between graphs, suggesting that one of them is preferred over the other. One practical
    application of this problem is drug screening, where an expert wants to find the
    most promising molecules in a large collection of drug candidates. We empirically
    demonstrate that our proposed pair-wise RankGNN approach either significantly
    outperforms or at least matches the ranking performance of the naive point-wise
    baseline approach, in which the LtR problem is solved via GNN-based graph regression.
author:
- first_name: Clemens
  full_name: Damke, Clemens
  id: '48192'
  last_name: Damke
  orcid: 0000-0002-0455-0048
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Damke C, Hüllermeier E. Ranking Structured Objects with Graph Neural Networks.
    In: Soares C, Torgo L, eds. <i>Proceedings of The 24th International Conference
    on Discovery Science (DS 2021)</i>. Vol 12986. Lecture Notes in Computer Science.
    Springer; 2021:166-180. doi:<a href="https://doi.org/10.1007/978-3-030-88942-5">10.1007/978-3-030-88942-5</a>'
  apa: Damke, C., &#38; Hüllermeier, E. (2021). Ranking Structured Objects with Graph
    Neural Networks. In C. Soares &#38; L. Torgo (Eds.), <i>Proceedings of The 24th
    International Conference on Discovery Science (DS 2021)</i> (Vol. 12986, pp. 166–180).
    Springer. <a href="https://doi.org/10.1007/978-3-030-88942-5">https://doi.org/10.1007/978-3-030-88942-5</a>
  bibtex: '@inproceedings{Damke_Hüllermeier_2021, series={Lecture Notes in Computer
    Science}, title={Ranking Structured Objects with Graph Neural Networks}, volume={12986},
    DOI={<a href="https://doi.org/10.1007/978-3-030-88942-5">10.1007/978-3-030-88942-5</a>},
    booktitle={Proceedings of The 24th International Conference on Discovery Science
    (DS 2021)}, publisher={Springer}, author={Damke, Clemens and Hüllermeier, Eyke},
    editor={Soares, Carlos and Torgo, Luis}, year={2021}, pages={166–180}, collection={Lecture
    Notes in Computer Science} }'
  chicago: Damke, Clemens, and Eyke Hüllermeier. “Ranking Structured Objects with
    Graph Neural Networks.” In <i>Proceedings of The 24th International Conference
    on Discovery Science (DS 2021)</i>, edited by Carlos Soares and Luis Torgo, 12986:166–80.
    Lecture Notes in Computer Science. Springer, 2021. <a href="https://doi.org/10.1007/978-3-030-88942-5">https://doi.org/10.1007/978-3-030-88942-5</a>.
  ieee: 'C. Damke and E. Hüllermeier, “Ranking Structured Objects with Graph Neural
    Networks,” in <i>Proceedings of The 24th International Conference on Discovery
    Science (DS 2021)</i>, Halifax, Canada, 2021, vol. 12986, pp. 166–180, doi: <a
    href="https://doi.org/10.1007/978-3-030-88942-5">10.1007/978-3-030-88942-5</a>.'
  mla: Damke, Clemens, and Eyke Hüllermeier. “Ranking Structured Objects with Graph
    Neural Networks.” <i>Proceedings of The 24th International Conference on Discovery
    Science (DS 2021)</i>, edited by Carlos Soares and Luis Torgo, vol. 12986, Springer,
    2021, pp. 166–80, doi:<a href="https://doi.org/10.1007/978-3-030-88942-5">10.1007/978-3-030-88942-5</a>.
  short: 'C. Damke, E. Hüllermeier, in: C. Soares, L. Torgo (Eds.), Proceedings of
    The 24th International Conference on Discovery Science (DS 2021), Springer, 2021,
    pp. 166–180.'
conference:
  end_date: 2021-10-13
  location: Halifax, Canada
  name: 24th International Conference on Discovery Science
  start_date: 2021-10-11
date_created: 2021-11-11T14:15:18Z
date_updated: 2022-04-11T22:08:12Z
department:
- _id: '355'
doi: 10.1007/978-3-030-88942-5
editor:
- first_name: Carlos
  full_name: Soares, Carlos
  last_name: Soares
- first_name: Luis
  full_name: Torgo, Luis
  last_name: Torgo
external_id:
  arxiv:
  - '2104.08869'
intvolume: '     12986'
keyword:
- Graph-structured data
- Graph neural networks
- Preference learning
- Learning to rank
language:
- iso: eng
page: 166-180
publication: Proceedings of The 24th International Conference on Discovery Science
  (DS 2021)
publication_identifier:
  isbn:
  - '9783030889418'
  - '9783030889425'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Ranking Structured Objects with Graph Neural Networks
type: conference
user_id: '48192'
volume: 12986
year: '2021'
...