---
_id: '20'
abstract:
- lang: eng
  text: "Approximate computing has shown to provide new ways to improve performance\r\nand
    power consumption of error-resilient applications. While many of these\r\napplications
    can be found in image processing, data classification or machine\r\nlearning,
    we demonstrate its suitability to a problem from scientific\r\ncomputing. Utilizing
    the self-correcting behavior of iterative algorithms, we\r\nshow that approximate
    computing can be applied to the calculation of inverse\r\nmatrix p-th roots which
    are required in many applications in scientific\r\ncomputing. Results show great
    opportunities to reduce the computational effort\r\nand bandwidth required for
    the execution of the discussed algorithm, especially\r\nwhen targeting special
    accelerator hardware."
author:
- first_name: Michael
  full_name: Lass, Michael
  id: '24135'
  last_name: Lass
  orcid: 0000-0002-5708-7632
- first_name: Thomas
  full_name: Kühne, Thomas
  id: '49079'
  last_name: Kühne
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
citation:
  ama: Lass M, Kühne T, Plessl C. Using Approximate Computing for the Calculation
    of Inverse Matrix p-th Roots. <i>Embedded Systems Letters</i>. 2018;10(2):33-36.
    doi:<a href="https://doi.org/10.1109/LES.2017.2760923">10.1109/LES.2017.2760923</a>
  apa: Lass, M., Kühne, T., &#38; Plessl, C. (2018). Using Approximate Computing for
    the Calculation of Inverse Matrix p-th Roots. <i>Embedded Systems Letters</i>,
    <i>10</i>(2), 33–36. <a href="https://doi.org/10.1109/LES.2017.2760923">https://doi.org/10.1109/LES.2017.2760923</a>
  bibtex: '@article{Lass_Kühne_Plessl_2018, title={Using Approximate Computing for
    the Calculation of Inverse Matrix p-th Roots}, volume={10}, DOI={<a href="https://doi.org/10.1109/LES.2017.2760923">10.1109/LES.2017.2760923</a>},
    number={2}, journal={Embedded Systems Letters}, publisher={IEEE}, author={Lass,
    Michael and Kühne, Thomas and Plessl, Christian}, year={2018}, pages={33–36} }'
  chicago: 'Lass, Michael, Thomas Kühne, and Christian Plessl. “Using Approximate
    Computing for the Calculation of Inverse Matrix P-Th Roots.” <i>Embedded Systems
    Letters</i> 10, no. 2 (2018): 33–36. <a href="https://doi.org/10.1109/LES.2017.2760923">https://doi.org/10.1109/LES.2017.2760923</a>.'
  ieee: M. Lass, T. Kühne, and C. Plessl, “Using Approximate Computing for the Calculation
    of Inverse Matrix p-th Roots,” <i>Embedded Systems Letters</i>, vol. 10, no. 2,
    pp. 33–36, 2018.
  mla: Lass, Michael, et al. “Using Approximate Computing for the Calculation of Inverse
    Matrix P-Th Roots.” <i>Embedded Systems Letters</i>, vol. 10, no. 2, IEEE, 2018,
    pp. 33–36, doi:<a href="https://doi.org/10.1109/LES.2017.2760923">10.1109/LES.2017.2760923</a>.
  short: M. Lass, T. Kühne, C. Plessl, Embedded Systems Letters 10 (2018) 33–36.
date_created: 2017-07-25T14:41:08Z
date_updated: 2022-01-06T06:54:18Z
department:
- _id: '27'
- _id: '518'
- _id: '304'
doi: 10.1109/LES.2017.2760923
external_id:
  arxiv:
  - '1703.02283'
intvolume: '        10'
issue: '2'
language:
- iso: eng
page: ' 33-36'
project:
- _id: '32'
  grant_number: PL 595/2-1
  name: Performance and Efficiency in HPC with Custom Computing
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Embedded Systems Letters
publication_identifier:
  eissn:
  - 1943-0671
  issn:
  - 1943-0663
publication_status: published
publisher: IEEE
status: public
title: Using Approximate Computing for the Calculation of Inverse Matrix p-th Roots
type: journal_article
user_id: '16153'
volume: 10
year: '2018'
...
---
_id: '20188'
author:
- first_name: Ivan
  full_name: Habernal, Ivan
  last_name: Habernal
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
- first_name: Iryna
  full_name: Gurevych, Iryna
  last_name: Gurevych
- first_name: Benno
  full_name: Stein, Benno
  last_name: Stein
citation:
  ama: 'Habernal I, Wachsmuth H, Gurevych I, Stein B. The Argument Reasoning Comprehension
    Task: Identification and Reconstruction of Implicit Warrants. In: <i>Proceedings
    of the 16th Annual Conference of the North American Chapter of the Association
    for Computational Linguistics: Human Language Technologies</i>. ; 2018:1930–1940.'
  apa: 'Habernal, I., Wachsmuth, H., Gurevych, I., &#38; Stein, B. (2018). The Argument
    Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants.
    In <i>Proceedings of the 16th Annual Conference of the North American Chapter
    of the Association for Computational Linguistics: Human Language Technologies</i>
    (pp. 1930–1940).'
  bibtex: '@inproceedings{Habernal_Wachsmuth_Gurevych_Stein_2018, title={The Argument
    Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants},
    booktitle={Proceedings of the 16th Annual Conference of the North American Chapter
    of the Association for Computational Linguistics: Human Language Technologies},
    author={Habernal, Ivan and Wachsmuth, Henning and Gurevych, Iryna and Stein, Benno},
    year={2018}, pages={1930–1940} }'
  chicago: 'Habernal, Ivan, Henning Wachsmuth, Iryna Gurevych, and Benno Stein. “The
    Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit
    Warrants.” In <i>Proceedings of the 16th Annual Conference of the North American
    Chapter of the Association for Computational Linguistics: Human Language Technologies</i>,
    1930–1940, 2018.'
  ieee: 'I. Habernal, H. Wachsmuth, I. Gurevych, and B. Stein, “The Argument Reasoning
    Comprehension Task: Identification and Reconstruction of Implicit Warrants,” in
    <i>Proceedings of the 16th Annual Conference of the North American Chapter of
    the Association for Computational Linguistics: Human Language Technologies</i>,
    2018, pp. 1930–1940.'
  mla: 'Habernal, Ivan, et al. “The Argument Reasoning Comprehension Task: Identification
    and Reconstruction of Implicit Warrants.” <i>Proceedings of the 16th Annual Conference
    of the North American Chapter of the Association for Computational Linguistics:
    Human Language Technologies</i>, 2018, pp. 1930–1940.'
  short: 'I. Habernal, H. Wachsmuth, I. Gurevych, B. Stein, in: Proceedings of the
    16th Annual Conference of the North American Chapter of the Association for Computational
    Linguistics: Human Language Technologies, 2018, pp. 1930–1940.'
date_created: 2020-10-23T16:46:30Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '600'
language:
- iso: eng
page: 1930–1940
publication: 'Proceedings of the 16th Annual Conference of the North American Chapter
  of the Association for Computational Linguistics: Human Language Technologies'
status: public
title: 'The Argument Reasoning Comprehension Task: Identification and Reconstruction
  of Implicit Warrants'
type: conference
user_id: '82920'
year: '2018'
...
---
_id: '2831'
abstract:
- lang: eng
  text: 'We consider a market where final products or services are compositions of
    a number of basic services. Users are asked to evaluate the quality of the composed
    product after purchase. The quality of the basic service influences the performance
    of the composed services but cannot be observed directly. The question we pose
    is whether it is possible to use user evaluations on composed services to assess
    the quality of basic services. We discuss how to combine aggregation of evaluations
    across users and disaggregation of information on composed services to derive
    valuations for the single components. As a solution we propose to use the (weighted)
    average as aggregation device in connection with the Shapley value as disaggregation
    method, since this combination fulfills natural requirements in our context. In
    addition, we address some occurring computational issues: We give an approximate
    solution concept using only a limited number of evaluations which guarantees nearly
    optimal results with reduced running time. Lastly, we show that a slightly modified
    Shapley value and the weighted average are still applicable if the evaluation
    profiles are incomplete.'
author:
- first_name: Matthias
  full_name: Feldotto, Matthias
  id: '14052'
  last_name: Feldotto
  orcid: 0000-0003-1348-6516
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  id: '20801'
  last_name: Haake
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
- first_name: Nadja
  full_name: Stroh-Maraun, Nadja
  id: '13264'
  last_name: Stroh-Maraun
citation:
  ama: 'Feldotto M, Haake C-J, Skopalik A, Stroh-Maraun N. Disaggregating User Evaluations
    Using the Shapley Value. In: <i>Proceedings of the 13th Workshop on Economics
    of Networks, Systems and Computation (NetEcon 2018)</i>. ; 2018:5:1-5:6. doi:<a
    href="https://doi.org/10.1145/3230654.3230659">10.1145/3230654.3230659</a>'
  apa: Feldotto, M., Haake, C.-J., Skopalik, A., &#38; Stroh-Maraun, N. (2018). Disaggregating
    User Evaluations Using the Shapley Value. In <i>Proceedings of the 13th Workshop
    on Economics of Networks, Systems and Computation (NetEcon 2018)</i> (pp. 5:1-5:6).
    Irvine, California, USA. <a href="https://doi.org/10.1145/3230654.3230659">https://doi.org/10.1145/3230654.3230659</a>
  bibtex: '@inproceedings{Feldotto_Haake_Skopalik_Stroh-Maraun_2018, title={Disaggregating
    User Evaluations Using the Shapley Value}, DOI={<a href="https://doi.org/10.1145/3230654.3230659">10.1145/3230654.3230659</a>},
    booktitle={Proceedings of the 13th Workshop on Economics of Networks, Systems
    and Computation (NetEcon 2018)}, author={Feldotto, Matthias and Haake, Claus-Jochen
    and Skopalik, Alexander and Stroh-Maraun, Nadja}, year={2018}, pages={5:1-5:6}
    }'
  chicago: Feldotto, Matthias, Claus-Jochen Haake, Alexander Skopalik, and Nadja Stroh-Maraun.
    “Disaggregating User Evaluations Using the Shapley Value.” In <i>Proceedings of
    the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon 2018)</i>,
    5:1-5:6, 2018. <a href="https://doi.org/10.1145/3230654.3230659">https://doi.org/10.1145/3230654.3230659</a>.
  ieee: M. Feldotto, C.-J. Haake, A. Skopalik, and N. Stroh-Maraun, “Disaggregating
    User Evaluations Using the Shapley Value,” in <i>Proceedings of the 13th Workshop
    on Economics of Networks, Systems and Computation (NetEcon 2018)</i>, Irvine,
    California, USA, 2018, pp. 5:1-5:6.
  mla: Feldotto, Matthias, et al. “Disaggregating User Evaluations Using the Shapley
    Value.” <i>Proceedings of the 13th Workshop on Economics of Networks, Systems
    and Computation (NetEcon 2018)</i>, 2018, pp. 5:1-5:6, doi:<a href="https://doi.org/10.1145/3230654.3230659">10.1145/3230654.3230659</a>.
  short: 'M. Feldotto, C.-J. Haake, A. Skopalik, N. Stroh-Maraun, in: Proceedings
    of the 13th Workshop on Economics of Networks, Systems and Computation (NetEcon
    2018), 2018, pp. 5:1-5:6.'
conference:
  end_date: 2018-06-18
  location: Irvine, California, USA
  name: The 13th Workshop on the Economics of Networks, Systems and Computation (NetEcon
    2018)
  start_date: 2018-06-18
date_created: 2018-05-22T10:28:51Z
date_updated: 2022-01-06T06:58:01Z
ddc:
- '040'
department:
- _id: '541'
- _id: '63'
- _id: '205'
- _id: '475'
doi: 10.1145/3230654.3230659
file:
- access_level: closed
  content_type: application/pdf
  creator: nmaraun
  date_created: 2018-08-15T07:30:50Z
  date_updated: 2018-08-15T07:30:50Z
  file_id: '3910'
  file_name: Disaggregating User Evaluations Using the Shapley Value.pdf
  file_size: 1450171
  relation: main_file
  success: 1
file_date_updated: 2018-08-15T07:30:50Z
has_accepted_license: '1'
language:
- iso: eng
page: 5:1-5:6
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '7'
  name: SFB 901 - Subproject A3
publication: Proceedings of the 13th Workshop on Economics of Networks, Systems and
  Computation (NetEcon 2018)
publication_identifier:
  isbn:
  - 978-1-4503-5916-0
publication_status: published
status: public
title: Disaggregating User Evaluations Using the Shapley Value
type: conference
user_id: '14052'
year: '2018'
...
---
_id: '2848'
author:
- first_name: Shouwei
  full_name: Li, Shouwei
  last_name: Li
- first_name: Christine
  full_name: Markarian, Christine
  id: '37612'
  last_name: Markarian
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
citation:
  ama: Li S, Markarian C, Meyer auf der Heide F. Towards Flexible Demands in Online
    Leasing Problems. . <i>Algorithmica</i>. 2018;80(5):1556–1574. doi:<a href="https://doi.org/10.1007/s00453-018-0420-y">10.1007/s00453-018-0420-y</a>
  apa: Li, S., Markarian, C., &#38; Meyer auf der Heide, F. (2018). Towards Flexible
    Demands in Online Leasing Problems. . <i>Algorithmica</i>, <i>80</i>(5), 1556–1574.
    <a href="https://doi.org/10.1007/s00453-018-0420-y">https://doi.org/10.1007/s00453-018-0420-y</a>
  bibtex: '@article{Li_Markarian_Meyer auf der Heide_2018, title={Towards Flexible
    Demands in Online Leasing Problems. }, volume={80}, DOI={<a href="https://doi.org/10.1007/s00453-018-0420-y">10.1007/s00453-018-0420-y</a>},
    number={5}, journal={Algorithmica}, publisher={Springer}, author={Li, Shouwei
    and Markarian, Christine and Meyer auf der Heide, Friedhelm}, year={2018}, pages={1556–1574}
    }'
  chicago: 'Li, Shouwei, Christine Markarian, and Friedhelm Meyer auf der Heide. “Towards
    Flexible Demands in Online Leasing Problems. .” <i>Algorithmica</i> 80, no. 5
    (2018): 1556–1574. <a href="https://doi.org/10.1007/s00453-018-0420-y">https://doi.org/10.1007/s00453-018-0420-y</a>.'
  ieee: S. Li, C. Markarian, and F. Meyer auf der Heide, “Towards Flexible Demands
    in Online Leasing Problems. ,” <i>Algorithmica</i>, vol. 80, no. 5, pp. 1556–1574,
    2018.
  mla: Li, Shouwei, et al. “Towards Flexible Demands in Online Leasing Problems. .”
    <i>Algorithmica</i>, vol. 80, no. 5, Springer, 2018, pp. 1556–1574, doi:<a href="https://doi.org/10.1007/s00453-018-0420-y">10.1007/s00453-018-0420-y</a>.
  short: S. Li, C. Markarian, F. Meyer auf der Heide, Algorithmica 80 (2018) 1556–1574.
date_created: 2018-05-24T08:32:38Z
date_updated: 2022-01-06T06:58:06Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.1007/s00453-018-0420-y
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:18:16Z
  date_updated: 2018-11-02T15:18:16Z
  file_id: '5298'
  file_name: TowardsFlexibleDemandsInOnline.pdf
  file_size: 600583
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:18:16Z
has_accepted_license: '1'
intvolume: '        80'
issue: '5'
language:
- iso: eng
page: 1556–1574
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: Algorithmica
publisher: Springer
status: public
title: 'Towards Flexible Demands in Online Leasing Problems. '
type: journal_article
user_id: '477'
volume: 80
year: '2018'
...
---
_id: '2849'
author:
- first_name: 'Faisal N. '
  full_name: 'Abu-Khzam, Faisal N. '
  last_name: Abu-Khzam
- first_name: Christine
  full_name: Markarian, Christine
  id: '37612'
  last_name: Markarian
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Michael
  full_name: Schubert, Michael
  last_name: Schubert
citation:
  ama: Abu-Khzam FN, Markarian C, Meyer auf der Heide F, Schubert M. Approximation
    and Heuristic Algorithms for Computing Backbones in Asymmetric Ad-hoc Networks.
    <i>Theory of Computing Systems</i>. 2018. doi:<a href="https://doi.org/10.1007/s00224-017-9836-z">10.1007/s00224-017-9836-z</a>
  apa: Abu-Khzam, F. N., Markarian, C., Meyer auf der Heide, F., &#38; Schubert, M.
    (2018). Approximation and Heuristic Algorithms for Computing Backbones in Asymmetric
    Ad-hoc Networks. <i>Theory of Computing Systems</i>. <a href="https://doi.org/10.1007/s00224-017-9836-z">https://doi.org/10.1007/s00224-017-9836-z</a>
  bibtex: '@article{Abu-Khzam_Markarian_Meyer auf der Heide_Schubert_2018, title={Approximation
    and Heuristic Algorithms for Computing Backbones in Asymmetric Ad-hoc Networks},
    DOI={<a href="https://doi.org/10.1007/s00224-017-9836-z">10.1007/s00224-017-9836-z</a>},
    journal={Theory of Computing Systems}, publisher={Springer}, author={Abu-Khzam,
    Faisal N.  and Markarian, Christine and Meyer auf der Heide, Friedhelm and Schubert,
    Michael}, year={2018} }'
  chicago: Abu-Khzam, Faisal N. , Christine Markarian, Friedhelm Meyer auf der Heide,
    and Michael Schubert. “Approximation and Heuristic Algorithms for Computing Backbones
    in Asymmetric Ad-Hoc Networks.” <i>Theory of Computing Systems</i>, 2018. <a href="https://doi.org/10.1007/s00224-017-9836-z">https://doi.org/10.1007/s00224-017-9836-z</a>.
  ieee: F. N. Abu-Khzam, C. Markarian, F. Meyer auf der Heide, and M. Schubert, “Approximation
    and Heuristic Algorithms for Computing Backbones in Asymmetric Ad-hoc Networks,”
    <i>Theory of Computing Systems</i>, 2018.
  mla: Abu-Khzam, Faisal N., et al. “Approximation and Heuristic Algorithms for Computing
    Backbones in Asymmetric Ad-Hoc Networks.” <i>Theory of Computing Systems</i>,
    Springer, 2018, doi:<a href="https://doi.org/10.1007/s00224-017-9836-z">10.1007/s00224-017-9836-z</a>.
  short: F.N. Abu-Khzam, C. Markarian, F. Meyer auf der Heide, M. Schubert, Theory
    of Computing Systems (2018).
date_created: 2018-05-24T08:39:15Z
date_updated: 2022-01-06T06:58:06Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.1007/s00224-017-9836-z
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:24:32Z
  date_updated: 2018-11-02T15:24:32Z
  file_id: '5301'
  file_name: ApproximationAndHeuristicAlgor.pdf
  file_size: 1371624
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:24:32Z
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
publication: Theory of Computing Systems
publication_identifier:
  unknown:
  - 1432-4350
publisher: Springer
status: public
title: Approximation and Heuristic Algorithms for Computing Backbones in Asymmetric
  Ad-hoc Networks
type: journal_article
user_id: '477'
year: '2018'
...
---
_id: '2850'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Christine
  full_name: Markarian, Christine
  id: '37612'
  last_name: Markarian
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Mostafa
  full_name: Wahby, Mostafa
  last_name: Wahby
citation:
  ama: 'Hamann H, Markarian C, Meyer auf der Heide F, Wahby M. Pick, Pack, &#38; Survive:
    Charging Robots in a Modern Warehouse based on Online Connected Dominating Sets.
    In: <i>Ninth International Conference on Fun with Algorithms (FUN)</i>. ; 2018.
    doi:<a href="https://doi.org/10.4230/LIPIcs.FUN.2018.22">10.4230/LIPIcs.FUN.2018.22</a>'
  apa: 'Hamann, H., Markarian, C., Meyer auf der Heide, F., &#38; Wahby, M. (2018).
    Pick, Pack, &#38; Survive: Charging Robots in a Modern Warehouse based on Online
    Connected Dominating Sets. In <i>Ninth International Conference on Fun with Algorithms
    (FUN)</i>. <a href="https://doi.org/10.4230/LIPIcs.FUN.2018.22">https://doi.org/10.4230/LIPIcs.FUN.2018.22</a>'
  bibtex: '@inproceedings{Hamann_Markarian_Meyer auf der Heide_Wahby_2018, title={Pick,
    Pack, &#38; Survive: Charging Robots in a Modern Warehouse based on Online Connected
    Dominating Sets}, DOI={<a href="https://doi.org/10.4230/LIPIcs.FUN.2018.22">10.4230/LIPIcs.FUN.2018.22</a>},
    booktitle={Ninth International Conference on Fun with Algorithms (FUN)}, author={Hamann,
    Heiko and Markarian, Christine and Meyer auf der Heide, Friedhelm and Wahby, Mostafa},
    year={2018} }'
  chicago: 'Hamann, Heiko, Christine Markarian, Friedhelm Meyer auf der Heide, and
    Mostafa Wahby. “Pick, Pack, &#38; Survive: Charging Robots in a Modern Warehouse
    Based on Online Connected Dominating Sets.” In <i>Ninth International Conference
    on Fun with Algorithms (FUN)</i>, 2018. <a href="https://doi.org/10.4230/LIPIcs.FUN.2018.22">https://doi.org/10.4230/LIPIcs.FUN.2018.22</a>.'
  ieee: 'H. Hamann, C. Markarian, F. Meyer auf der Heide, and M. Wahby, “Pick, Pack,
    &#38; Survive: Charging Robots in a Modern Warehouse based on Online Connected
    Dominating Sets,” in <i>Ninth International Conference on Fun with Algorithms
    (FUN)</i>, 2018.'
  mla: 'Hamann, Heiko, et al. “Pick, Pack, &#38; Survive: Charging Robots in a Modern
    Warehouse Based on Online Connected Dominating Sets.” <i>Ninth International Conference
    on Fun with Algorithms (FUN)</i>, 2018, doi:<a href="https://doi.org/10.4230/LIPIcs.FUN.2018.22">10.4230/LIPIcs.FUN.2018.22</a>.'
  short: 'H. Hamann, C. Markarian, F. Meyer auf der Heide, M. Wahby, in: Ninth International
    Conference on Fun with Algorithms (FUN), 2018.'
date_created: 2018-05-24T08:41:48Z
date_updated: 2022-01-06T06:58:07Z
ddc:
- '000'
department:
- _id: '63'
- _id: '238'
doi: 10.4230/LIPIcs.FUN.2018.22
file:
- access_level: closed
  content_type: application/pdf
  creator: feldi
  date_created: 2018-11-13T13:15:19Z
  date_updated: 2018-11-13T13:15:19Z
  file_id: '5536'
  file_name: LIPIcs-FUN-2018-22.pdf
  file_size: 554298
  relation: main_file
  success: 1
file_date_updated: 2018-11-13T13:15:19Z
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
publication: Ninth International Conference on Fun with Algorithms (FUN)
status: public
title: 'Pick, Pack, & Survive: Charging Robots in a Modern Warehouse based on Online
  Connected Dominating Sets'
type: conference
user_id: '15415'
year: '2018'
...
---
_id: '2857'
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Theodor
  full_name: Lettmann, Theodor
  id: '315'
  last_name: Lettmann
  orcid: 0000-0001-5859-2457
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
citation:
  ama: 'Mohr F, Lettmann T, Hüllermeier E, Wever MD. Programmatic Task Network Planning.
    In: <i>Proceedings of the 1st ICAPS Workshop on Hierarchical Planning</i>. AAAI;
    2018:31-39.'
  apa: 'Mohr, F., Lettmann, T., Hüllermeier, E., &#38; Wever, M. D. (2018). Programmatic
    Task Network Planning. In <i>Proceedings of the 1st ICAPS Workshop on Hierarchical
    Planning</i> (pp. 31–39). Delft, Netherlands: AAAI.'
  bibtex: '@inproceedings{Mohr_Lettmann_Hüllermeier_Wever_2018, title={Programmatic
    Task Network Planning}, booktitle={Proceedings of the 1st ICAPS Workshop on Hierarchical
    Planning}, publisher={AAAI}, author={Mohr, Felix and Lettmann, Theodor and Hüllermeier,
    Eyke and Wever, Marcel Dominik}, year={2018}, pages={31–39} }'
  chicago: Mohr, Felix, Theodor Lettmann, Eyke Hüllermeier, and Marcel Dominik Wever.
    “Programmatic Task Network Planning.” In <i>Proceedings of the 1st ICAPS Workshop
    on Hierarchical Planning</i>, 31–39. AAAI, 2018.
  ieee: F. Mohr, T. Lettmann, E. Hüllermeier, and M. D. Wever, “Programmatic Task
    Network Planning,” in <i>Proceedings of the 1st ICAPS Workshop on Hierarchical
    Planning</i>, Delft, Netherlands, 2018, pp. 31–39.
  mla: Mohr, Felix, et al. “Programmatic Task Network Planning.” <i>Proceedings of
    the 1st ICAPS Workshop on Hierarchical Planning</i>, AAAI, 2018, pp. 31–39.
  short: 'F. Mohr, T. Lettmann, E. Hüllermeier, M.D. Wever, in: Proceedings of the
    1st ICAPS Workshop on Hierarchical Planning, AAAI, 2018, pp. 31–39.'
conference:
  end_date: 2018-06-29
  location: Delft, Netherlands
  name: 28th International Conference on Automated Planning and Scheduling
  start_date: 2018-06-24
date_created: 2018-05-24T09:00:20Z
date_updated: 2022-01-06T06:58:08Z
ddc:
- '000'
department:
- _id: '355'
file:
- access_level: closed
  content_type: application/pdf
  creator: wever
  date_created: 2018-11-06T15:18:26Z
  date_updated: 2018-11-06T15:18:26Z
  file_id: '5384'
  file_name: Mohr18ProgrammaticPlanning.pdf
  file_size: 349958
  relation: main_file
  success: 1
file_date_updated: 2018-11-06T15:18:26Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://icaps18.icaps-conference.org/fileadmin/alg/conferences/icaps18/workshops/workshop08/docs/Mohr18ProgrammaticPlanning.pdf
oa: '1'
page: 31-39
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
publication: Proceedings of the 1st ICAPS Workshop on Hierarchical Planning
publisher: AAAI
status: public
title: Programmatic Task Network Planning
type: conference
user_id: '315'
year: '2018'
...
---
_id: '2862'
author:
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Fabian
  full_name: Eidens, Fabian
  id: '25078'
  last_name: Eidens
- first_name: Jakob
  full_name: Juhnke, Jakob
  id: '48090'
  last_name: Juhnke
citation:
  ama: 'Blömer J, Eidens F, Juhnke J. Practical, Anonymous, and Publicly Linkable
    Universally-Composable Reputation Systems. In: <i>Topics in Cryptology - {CT-RSA}
    2018 - The Cryptographers’ Track at the {RSA} Conference 2018, Proceedings</i>.
    Cham: Springer International Publishing; 2018:470-490. doi:<a href="https://doi.org/10.1007/978-3-319-76953-0_25">10.1007/978-3-319-76953-0_25</a>'
  apa: 'Blömer, J., Eidens, F., &#38; Juhnke, J. (2018). Practical, Anonymous, and
    Publicly Linkable Universally-Composable Reputation Systems. In <i>Topics in Cryptology
    - {CT-RSA} 2018 - The Cryptographers’ Track at the {RSA} Conference 2018, Proceedings</i>
    (pp. 470–490). Cham: Springer International Publishing. <a href="https://doi.org/10.1007/978-3-319-76953-0_25">https://doi.org/10.1007/978-3-319-76953-0_25</a>'
  bibtex: '@inproceedings{Blömer_Eidens_Juhnke_2018, place={Cham}, title={Practical,
    Anonymous, and Publicly Linkable Universally-Composable Reputation Systems}, DOI={<a
    href="https://doi.org/10.1007/978-3-319-76953-0_25">10.1007/978-3-319-76953-0_25</a>},
    booktitle={Topics in Cryptology - {CT-RSA} 2018 - The Cryptographers’ Track at
    the {RSA} Conference 2018, Proceedings}, publisher={Springer International Publishing},
    author={Blömer, Johannes and Eidens, Fabian and Juhnke, Jakob}, year={2018}, pages={470–490}
    }'
  chicago: 'Blömer, Johannes, Fabian Eidens, and Jakob Juhnke. “Practical, Anonymous,
    and Publicly Linkable Universally-Composable Reputation Systems.” In <i>Topics
    in Cryptology - {CT-RSA} 2018 - The Cryptographers’ Track at the {RSA} Conference
    2018, Proceedings</i>, 470–90. Cham: Springer International Publishing, 2018.
    <a href="https://doi.org/10.1007/978-3-319-76953-0_25">https://doi.org/10.1007/978-3-319-76953-0_25</a>.'
  ieee: J. Blömer, F. Eidens, and J. Juhnke, “Practical, Anonymous, and Publicly Linkable
    Universally-Composable Reputation Systems,” in <i>Topics in Cryptology - {CT-RSA}
    2018 - The Cryptographers’ Track at the {RSA} Conference 2018, Proceedings</i>,
    San Francisco, CA, USA, 2018, pp. 470–490.
  mla: Blömer, Johannes, et al. “Practical, Anonymous, and Publicly Linkable Universally-Composable
    Reputation Systems.” <i>Topics in Cryptology - {CT-RSA} 2018 - The Cryptographers’
    Track at the {RSA} Conference 2018, Proceedings</i>, Springer International Publishing,
    2018, pp. 470–90, doi:<a href="https://doi.org/10.1007/978-3-319-76953-0_25">10.1007/978-3-319-76953-0_25</a>.
  short: 'J. Blömer, F. Eidens, J. Juhnke, in: Topics in Cryptology - {CT-RSA} 2018
    - The Cryptographers’ Track at the {RSA} Conference 2018, Proceedings, Springer
    International Publishing, Cham, 2018, pp. 470–490.'
conference:
  end_date: 2018-04-20
  location: San Francisco, CA, USA
  name: Topics in Cryptology - {CT-RSA} 2018 - The Cryptographers' Track at the {RSA}
    Conference 2018
  start_date: 2018-04-16
date_created: 2018-05-24T11:14:02Z
date_updated: 2022-01-06T06:58:12Z
ddc:
- '004'
department:
- _id: '7'
- _id: '64'
doi: 10.1007/978-3-319-76953-0_25
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T13:45:40Z
  date_updated: 2018-11-02T13:45:40Z
  file_id: '5253'
  file_name: PracticalAnonymousAndPubliclyL.pdf
  file_size: 3371773
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T13:45:40Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprint.iacr.org/2018/029
oa: '1'
page: 470-490
place: Cham
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
publication: Topics in Cryptology - {CT-RSA} 2018 - The Cryptographers' Track at the
  {RSA} Conference 2018, Proceedings
publication_identifier:
  isbn:
  - '9783319769523'
  - '9783319769530'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
status: public
title: Practical, Anonymous, and Publicly Linkable Universally-Composable Reputation
  Systems
type: conference
user_id: '477'
year: '2018'
...
---
_id: '24150'
author:
- first_name: Arunselvan
  full_name: Ramaswamy, Arunselvan
  id: '66937'
  last_name: Ramaswamy
  orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Shalabh
  full_name: Bhatnagar, Shalabh
  last_name: Bhatnagar
citation:
  ama: Ramaswamy A, Bhatnagar S. Stability of stochastic approximations with “controlled
    markov” noise and temporal difference learning. <i>IEEE Transactions on Automatic
    Control</i>. 2018;64(6):2614-2620.
  apa: Ramaswamy, A., &#38; Bhatnagar, S. (2018). Stability of stochastic approximations
    with “controlled markov” noise and temporal difference learning. <i>IEEE Transactions
    on Automatic Control</i>, <i>64</i>(6), 2614–2620.
  bibtex: '@article{Ramaswamy_Bhatnagar_2018, title={Stability of stochastic approximations
    with “controlled markov” noise and temporal difference learning}, volume={64},
    number={6}, journal={IEEE Transactions on Automatic Control}, publisher={IEEE},
    author={Ramaswamy, Arunselvan and Bhatnagar, Shalabh}, year={2018}, pages={2614–2620}
    }'
  chicago: 'Ramaswamy, Arunselvan, and Shalabh Bhatnagar. “Stability of Stochastic
    Approximations with ‘Controlled Markov’ Noise and Temporal Difference Learning.”
    <i>IEEE Transactions on Automatic Control</i> 64, no. 6 (2018): 2614–20.'
  ieee: A. Ramaswamy and S. Bhatnagar, “Stability of stochastic approximations with
    ‘controlled markov’ noise and temporal difference learning,” <i>IEEE Transactions
    on Automatic Control</i>, vol. 64, no. 6, pp. 2614–2620, 2018.
  mla: Ramaswamy, Arunselvan, and Shalabh Bhatnagar. “Stability of Stochastic Approximations
    with ‘Controlled Markov’ Noise and Temporal Difference Learning.” <i>IEEE Transactions
    on Automatic Control</i>, vol. 64, no. 6, IEEE, 2018, pp. 2614–20.
  short: A. Ramaswamy, S. Bhatnagar, IEEE Transactions on Automatic Control 64 (2018)
    2614–2620.
date_created: 2021-09-10T10:17:54Z
date_updated: 2022-01-06T06:56:08Z
department:
- _id: '355'
intvolume: '        64'
issue: '6'
language:
- iso: eng
page: 2614-2620
publication: IEEE Transactions on Automatic Control
publisher: IEEE
status: public
title: Stability of stochastic approximations with “controlled markov” noise and temporal
  difference learning
type: journal_article
user_id: '66937'
volume: 64
year: '2018'
...
---
_id: '24151'
author:
- first_name: Burak
  full_name: Demirel, Burak
  last_name: Demirel
- first_name: Arunselvan
  full_name: Ramaswamy, Arunselvan
  id: '66937'
  last_name: Ramaswamy
  orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Daniel E
  full_name: Quevedo, Daniel E
  last_name: Quevedo
- first_name: Holger
  full_name: Karl, Holger
  last_name: Karl
citation:
  ama: 'Demirel B, Ramaswamy A, Quevedo DE, Karl H. Deepcas: A deep reinforcement
    learning algorithm for control-aware scheduling. <i>IEEE Control Systems Letters</i>.
    2018;2(4):737-742.'
  apa: 'Demirel, B., Ramaswamy, A., Quevedo, D. E., &#38; Karl, H. (2018). Deepcas:
    A deep reinforcement learning algorithm for control-aware scheduling. <i>IEEE
    Control Systems Letters</i>, <i>2</i>(4), 737–742.'
  bibtex: '@article{Demirel_Ramaswamy_Quevedo_Karl_2018, title={Deepcas: A deep reinforcement
    learning algorithm for control-aware scheduling}, volume={2}, number={4}, journal={IEEE
    Control Systems Letters}, publisher={IEEE}, author={Demirel, Burak and Ramaswamy,
    Arunselvan and Quevedo, Daniel E and Karl, Holger}, year={2018}, pages={737–742}
    }'
  chicago: 'Demirel, Burak, Arunselvan Ramaswamy, Daniel E Quevedo, and Holger Karl.
    “Deepcas: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling.”
    <i>IEEE Control Systems Letters</i> 2, no. 4 (2018): 737–42.'
  ieee: 'B. Demirel, A. Ramaswamy, D. E. Quevedo, and H. Karl, “Deepcas: A deep reinforcement
    learning algorithm for control-aware scheduling,” <i>IEEE Control Systems Letters</i>,
    vol. 2, no. 4, pp. 737–742, 2018.'
  mla: 'Demirel, Burak, et al. “Deepcas: A Deep Reinforcement Learning Algorithm for
    Control-Aware Scheduling.” <i>IEEE Control Systems Letters</i>, vol. 2, no. 4,
    IEEE, 2018, pp. 737–42.'
  short: B. Demirel, A. Ramaswamy, D.E. Quevedo, H. Karl, IEEE Control Systems Letters
    2 (2018) 737–742.
date_created: 2021-09-10T10:19:07Z
date_updated: 2022-01-06T06:56:08Z
department:
- _id: '355'
intvolume: '         2'
issue: '4'
language:
- iso: eng
page: 737-742
publication: IEEE Control Systems Letters
publisher: IEEE
status: public
title: 'Deepcas: A deep reinforcement learning algorithm for control-aware scheduling'
type: journal_article
user_id: '66937'
volume: 2
year: '2018'
...
---
_id: '24396'
abstract:
- lang: eng
  text: 'We study the Online Prize-collecting Node-weighted Steiner Forest problem
    (OPC-NWSF) in which we are given an undirected graph \(G=(V, E)\) with \(|V| =
    n\) and node-weight function \(w: V \rightarrow \mathcal {R}^+\). A sequence of
    k pairs of nodes of G, each associated with a penalty, arrives online. OPC-NWSF
    asks to construct a subgraph H such that each pair \(\{s, t\}\) is either connected
    (there is a path between s and t in H) or its associated penalty is paid. The
    goal is to minimize the weight of H and the total penalties paid. The current
    best result for OPC-NWSF is a randomized \(\mathcal {O}(\log ^4 n)\)-competitive
    algorithm due to Hajiaghayi et al. (ICALP 2014). We improve this by proposing
    a randomized \(\mathcal {O}(\log n \log k)\)-competitive algorithm for OPC-NWSF,
    which is optimal up to constant factor since OPC-NWSF has a randomized lower bound
    of \(\varOmega (\log ^2 n)\) due to Korman [11]. Moreover, our result also implies
    an improvement for two special cases of OPC-NWSF, the Online Prize-collecting
    Node-weighted Steiner Tree problem (OPC-NWST) and the Online Node-weighted Steiner
    Forest problem (ONWSF). In OPC-NWST, there is a distinguished node which is one
    of the nodes in each pair. In ONWSF, all penalties are set to infinity. The currently
    best known results for OPC-NWST and ONWSF are a randomized \(\mathcal {O}(\log
    ^3 n)\)-competitive algorithm due to Hajiaghayi et al. (ICALP 2014) and a randomized
    \(\mathcal {O}(\log n \log ^2 k)\)-competitive algorithm due to Hajiaghayi et
    al. (FOCS 2013), respectively.'
author:
- first_name: Christine
  full_name: Markarian, Christine
  last_name: Markarian
citation:
  ama: 'Markarian C. An Optimal Algorithm for Online Prize-Collecting Node-Weighted
    Steiner Forest. In: <i>International Workshop on Combinatorial Algorithms (IWOCA)</i>.
    ; 2018. doi:<a href="https://doi.org/10.1007/978-3-319-94667-2_18">10.1007/978-3-319-94667-2_18</a>'
  apa: Markarian, C. (2018). An Optimal Algorithm for Online Prize-Collecting Node-Weighted
    Steiner Forest. <i>International Workshop on Combinatorial Algorithms (IWOCA)</i>.
    <a href="https://doi.org/10.1007/978-3-319-94667-2_18">https://doi.org/10.1007/978-3-319-94667-2_18</a>
  bibtex: '@inproceedings{Markarian_2018, place={Cham}, title={An Optimal Algorithm
    for Online Prize-Collecting Node-Weighted Steiner Forest}, DOI={<a href="https://doi.org/10.1007/978-3-319-94667-2_18">10.1007/978-3-319-94667-2_18</a>},
    booktitle={International Workshop on Combinatorial Algorithms (IWOCA)}, author={Markarian,
    Christine}, year={2018} }'
  chicago: Markarian, Christine. “An Optimal Algorithm for Online Prize-Collecting
    Node-Weighted Steiner Forest.” In <i>International Workshop on Combinatorial Algorithms
    (IWOCA)</i>. Cham, 2018. <a href="https://doi.org/10.1007/978-3-319-94667-2_18">https://doi.org/10.1007/978-3-319-94667-2_18</a>.
  ieee: 'C. Markarian, “An Optimal Algorithm for Online Prize-Collecting Node-Weighted
    Steiner Forest,” 2018, doi: <a href="https://doi.org/10.1007/978-3-319-94667-2_18">10.1007/978-3-319-94667-2_18</a>.'
  mla: Markarian, Christine. “An Optimal Algorithm for Online Prize-Collecting Node-Weighted
    Steiner Forest.” <i>International Workshop on Combinatorial Algorithms (IWOCA)</i>,
    2018, doi:<a href="https://doi.org/10.1007/978-3-319-94667-2_18">10.1007/978-3-319-94667-2_18</a>.
  short: 'C. Markarian, in: International Workshop on Combinatorial Algorithms (IWOCA),
    Cham, 2018.'
date_created: 2021-09-14T12:23:29Z
date_updated: 2022-01-06T06:56:19Z
department:
- _id: '63'
doi: 10.1007/978-3-319-94667-2_18
language:
- iso: eng
place: Cham
publication: International Workshop on Combinatorial Algorithms (IWOCA)
publication_identifier:
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: An Optimal Algorithm for Online Prize-Collecting Node-Weighted Steiner Forest
type: conference
user_id: '15415'
year: '2018'
...
---
_id: '2471'
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: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Mohr F, Wever MD, Hüllermeier E. On-The-Fly Service Construction with Prototypes.
    In: <i>SCC</i>. San Francisco, CA, USA: IEEE Computer Society; 2018. doi:<a href="https://doi.org/10.1109/SCC.2018.00036">10.1109/SCC.2018.00036</a>'
  apa: 'Mohr, F., Wever, M. D., &#38; Hüllermeier, E. (2018). On-The-Fly Service Construction
    with Prototypes. In <i>SCC</i>. San Francisco, CA, USA: IEEE Computer Society.
    <a href="https://doi.org/10.1109/SCC.2018.00036">https://doi.org/10.1109/SCC.2018.00036</a>'
  bibtex: '@inproceedings{Mohr_Wever_Hüllermeier_2018, place={San Francisco, CA, USA},
    title={On-The-Fly Service Construction with Prototypes}, DOI={<a href="https://doi.org/10.1109/SCC.2018.00036">10.1109/SCC.2018.00036</a>},
    booktitle={SCC}, publisher={IEEE Computer Society}, author={Mohr, Felix and Wever,
    Marcel Dominik and Hüllermeier, Eyke}, year={2018} }'
  chicago: 'Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “On-The-Fly Service
    Construction with Prototypes.” In <i>SCC</i>. San Francisco, CA, USA: IEEE Computer
    Society, 2018. <a href="https://doi.org/10.1109/SCC.2018.00036">https://doi.org/10.1109/SCC.2018.00036</a>.'
  ieee: F. Mohr, M. D. Wever, and E. Hüllermeier, “On-The-Fly Service Construction
    with Prototypes,” in <i>SCC</i>, San Francisco, CA, USA, 2018.
  mla: Mohr, Felix, et al. “On-The-Fly Service Construction with Prototypes.” <i>SCC</i>,
    IEEE Computer Society, 2018, doi:<a href="https://doi.org/10.1109/SCC.2018.00036">10.1109/SCC.2018.00036</a>.
  short: 'F. Mohr, M.D. Wever, E. Hüllermeier, in: SCC, IEEE Computer Society, San
    Francisco, CA, USA, 2018.'
conference:
  end_date: 2018-07-07
  location: San Francisco, CA, USA
  name: IEEE International Conference on Services Computing, SCC 2018
  start_date: 2018-07-02
date_created: 2018-04-23T11:40:20Z
date_updated: 2022-01-06T06:56:32Z
ddc:
- '000'
department:
- _id: '355'
doi: 10.1109/SCC.2018.00036
file:
- access_level: closed
  content_type: application/pdf
  creator: wever
  date_created: 2018-11-06T15:15:38Z
  date_updated: 2018-11-06T15:15:38Z
  file_id: '5383'
  file_name: 08456422.pdf
  file_size: 356132
  relation: main_file
  success: 1
file_date_updated: 2018-11-06T15:15:38Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://ieeexplore.ieee.org/abstract/document/8456422
oa: '1'
place: San Francisco, CA, USA
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
publication: SCC
publisher: IEEE Computer Society
status: public
title: On-The-Fly Service Construction with Prototypes
type: conference
user_id: '49109'
year: '2018'
...
---
_id: '2472'
author:
- first_name: Sébastien
  full_name: Auroux, Sébastien
  last_name: Auroux
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Auroux S, Karl H. Distributed Placement of Virtualized Control Applications
    in Mobile Backhaul Networks. In: Proc. of IEEE Wireless Communications and Networking
    Conference (WCNC); 2018. doi:<a href="https://doi.org/ 10.1109/WCNC.2018.8377335">
    10.1109/WCNC.2018.8377335</a>'
  apa: Auroux, S., &#38; Karl, H. (2018). Distributed Placement of Virtualized Control
    Applications in Mobile Backhaul Networks. Proc. of IEEE Wireless Communications
    and Networking Conference (WCNC). <a href="https://doi.org/ 10.1109/WCNC.2018.8377335">https://doi.org/
    10.1109/WCNC.2018.8377335</a>
  bibtex: '@inproceedings{Auroux_Karl_2018, title={Distributed Placement of Virtualized
    Control Applications in Mobile Backhaul Networks}, DOI={<a href="https://doi.org/
    10.1109/WCNC.2018.8377335"> 10.1109/WCNC.2018.8377335</a>}, publisher={Proc. of
    IEEE Wireless Communications and Networking Conference (WCNC)}, author={Auroux,
    Sébastien and Karl, Holger}, year={2018} }'
  chicago: Auroux, Sébastien, and Holger Karl. “Distributed Placement of Virtualized
    Control Applications in Mobile Backhaul Networks.” Proc. of IEEE Wireless Communications
    and Networking Conference (WCNC), 2018. <a href="https://doi.org/ 10.1109/WCNC.2018.8377335">https://doi.org/
    10.1109/WCNC.2018.8377335</a>.
  ieee: S. Auroux and H. Karl, “Distributed Placement of Virtualized Control Applications
    in Mobile Backhaul Networks,” 2018.
  mla: Auroux, Sébastien, and Holger Karl. <i>Distributed Placement of Virtualized
    Control Applications in Mobile Backhaul Networks</i>. Proc. of IEEE Wireless Communications
    and Networking Conference (WCNC), 2018, doi:<a href="https://doi.org/ 10.1109/WCNC.2018.8377335">
    10.1109/WCNC.2018.8377335</a>.
  short: 'S. Auroux, H. Karl, in: Proc. of IEEE Wireless Communications and Networking
    Conference (WCNC), 2018.'
date_created: 2018-04-24T08:04:28Z
date_updated: 2022-01-06T06:56:33Z
ddc:
- '000'
department:
- _id: '75'
doi: ' 10.1109/WCNC.2018.8377335'
file:
- access_level: closed
  content_type: application/pdf
  creator: tabu
  date_created: 2018-04-24T08:04:02Z
  date_updated: 2018-04-24T08:04:02Z
  file_id: '2473'
  file_name: p2262-auroux.pdf
  file_size: 371352
  relation: main_file
  success: 1
file_date_updated: 2018-04-24T08:04:02Z
has_accepted_license: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publisher: Proc. of IEEE Wireless Communications and Networking Conference (WCNC)
status: public
title: Distributed Placement of Virtualized Control Applications in Mobile Backhaul
  Networks
type: conference
user_id: '126'
year: '2018'
...
---
_id: '26421'
author:
- first_name: Felix
  full_name: Winkelnkemper, Felix
  id: '3117'
  last_name: Winkelnkemper
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
citation:
  ama: 'Winkelnkemper F, Keil R. MediaThing – A Learning Scenario Targeting on Research
    Skills. In: Bastiaens T,  Van Braak  J, Brown  M, eds. <i>Proceedings of EdMedia:
    World Conference on Educational Media and Technology.</i> ; 2018:2397-2406.'
  apa: 'Winkelnkemper, F., &#38; Keil, R. (2018). MediaThing – A Learning Scenario
    Targeting on Research Skills. In T. Bastiaens,  J  Van Braak, &#38;  M Brown (Eds.),
    <i>Proceedings of EdMedia: World Conference on Educational Media and Technology.</i>
    (pp. 2397–2406).'
  bibtex: '@inproceedings{Winkelnkemper_Keil_2018, place={Amsterdam, Netherlands},
    title={MediaThing – A Learning Scenario Targeting on Research Skills}, booktitle={Proceedings
    of EdMedia: World Conference on Educational Media and Technology.}, author={Winkelnkemper,
    Felix and Keil, Reinhard}, editor={Bastiaens, T  and  Van Braak,  J and Brown,  M},
    year={2018}, pages={2397–2406} }'
  chicago: 'Winkelnkemper, Felix, and Reinhard Keil. “MediaThing – A Learning Scenario
    Targeting on Research Skills.” In <i>Proceedings of EdMedia: World Conference
    on Educational Media and Technology.</i>, edited by T  Bastiaens,  J  Van Braak,
    and  M Brown, 2397–2406. Amsterdam, Netherlands, 2018.'
  ieee: 'F. Winkelnkemper and R. Keil, “MediaThing – A Learning Scenario Targeting
    on Research Skills,” in <i>Proceedings of EdMedia: World Conference on Educational
    Media and Technology.</i>, 2018, pp. 2397–2406.'
  mla: 'Winkelnkemper, Felix, and Reinhard Keil. “MediaThing – A Learning Scenario
    Targeting on Research Skills.” <i>Proceedings of EdMedia: World Conference on
    Educational Media and Technology.</i>, edited by T  Bastiaens et al., 2018, pp.
    2397–406.'
  short: 'F. Winkelnkemper, R. Keil, in: T. Bastiaens,  J  Van Braak,  M Brown (Eds.),
    Proceedings of EdMedia: World Conference on Educational Media and Technology.,
    Amsterdam, Netherlands, 2018, pp. 2397–2406.'
date_created: 2021-10-18T18:17:23Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
editor:
- first_name: 'T '
  full_name: 'Bastiaens, T '
  last_name: Bastiaens
- first_name: ' J'
  full_name: ' Van Braak,  J'
  last_name: ' Van Braak'
- first_name: ' M'
  full_name: Brown,  M
  last_name: Brown
language:
- iso: eng
page: 2397-2406
place: Amsterdam, Netherlands
publication: 'Proceedings of EdMedia: World Conference on Educational Media and Technology.'
publication_status: published
status: public
title: MediaThing – A Learning Scenario Targeting on Research Skills
type: conference
user_id: '71124'
year: '2018'
...
---
_id: '26422'
alternative_title:
- STUDIOLO. Kooperative Forschungsumgebungen in den eHumanities
author:
- first_name: E.-M
  full_name: Seng, E.-M
  last_name: Seng
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
- first_name: Gudrun
  full_name: Oevel, Gudrun
  id: '14924'
  last_name: Oevel
  orcid: https://orcid.org/0000-0002-6396-9535
citation:
  ama: 'Seng E-M, Keil R, Oevel G. studiolo communis. In: Seng E-M, Keil R,  Oevel
    G, eds. De Gruyter; 2018:1-5.'
  apa: Seng, E.-M., Keil, R., &#38; Oevel, G. (2018). <i>studiolo communis</i> (E.-M.
    Seng, R. Keil, &#38; G.  Oevel, Eds.; pp. 1–5). De Gruyter.
  bibtex: '@inproceedings{Seng_Keil_Oevel_2018, place={Berlin, Bosten}, title={studiolo
    communis}, publisher={De Gruyter}, author={Seng, E.-M and Keil, Reinhard and Oevel,
    Gudrun}, editor={Seng, E.-M and Keil, Reinhard and  Oevel, G}, year={2018}, pages={1–5}
    }'
  chicago: 'Seng, E.-M, Reinhard Keil, and Gudrun Oevel. “Studiolo Communis.” edited
    by E.-M Seng, Reinhard Keil, and G  Oevel, 1–5. Berlin, Bosten: De Gruyter, 2018.'
  ieee: E.-M. Seng, R. Keil, and G. Oevel, “studiolo communis,” 2018, pp. 1–5.
  mla: Seng, E. M., et al. <i>Studiolo Communis</i>. Edited by E.-M Seng et al., De
    Gruyter, 2018, pp. 1–5.
  short: 'E.-M. Seng, R. Keil, G. Oevel, in: E.-M. Seng, R. Keil, G.  Oevel (Eds.),
    De Gruyter, Berlin, Bosten, 2018, pp. 1–5.'
date_created: 2021-10-18T18:23:28Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
editor:
- first_name: E.-M
  full_name: Seng, E.-M
  last_name: Seng
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
- first_name: G
  full_name: ' Oevel, G'
  last_name: ' Oevel'
language:
- iso: eng
page: 1-5
place: Berlin, Bosten
publication_status: published
publisher: De Gruyter
status: public
title: studiolo communis
type: conference
user_id: '71124'
year: '2018'
...
---
_id: '26423'
alternative_title:
- STUDIOLO. Kooperative Forschungsumgebungen in den eHumanities
author:
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
citation:
  ama: 'Keil R. Unterst{\"u}tzung kontingenter Wissensarbeit. Ein Rahmenwerk f{\"u}r
    die Entwicklung digitaler Arbeitsumgebungen zur Unterst{\"u}tzung des Forschungsdiskurses
    in den Kulturwissenschaften. In: Seng E-M,  Keil R, Oevel G, eds. De Gruyter;
    2018.'
  apa: Keil, R. (2018). <i>Unterst{\"u}tzung kontingenter Wissensarbeit. Ein Rahmenwerk
    f{\"u}r die Entwicklung digitaler Arbeitsumgebungen zur Unterst{\"u}tzung des
    Forschungsdiskurses in den Kulturwissenschaften</i> (E.-M. Seng, R.  Keil, &#38;
    G. Oevel, Eds.). De Gruyter.
  bibtex: '@inproceedings{Keil_2018, place={Berlin, Bosten}, title={Unterst{\"u}tzung
    kontingenter Wissensarbeit. Ein Rahmenwerk f{\"u}r die Entwicklung digitaler Arbeitsumgebungen
    zur Unterst{\"u}tzung des Forschungsdiskurses in den Kulturwissenschaften}, publisher={De
    Gruyter}, author={Keil, Reinhard}, editor={Seng, E.-M and  Keil, Reinhard and
    Oevel, G}, year={2018} }'
  chicago: 'Keil, Reinhard. “Unterst{\"u}tzung Kontingenter Wissensarbeit. Ein Rahmenwerk
    F{\"u}r Die Entwicklung Digitaler Arbeitsumgebungen Zur Unterst{\"u}tzung Des
    Forschungsdiskurses in Den Kulturwissenschaften.” edited by E.-M Seng, Reinhard  Keil,
    and G Oevel. Berlin, Bosten: De Gruyter, 2018.'
  ieee: R. Keil, “Unterst{\"u}tzung kontingenter Wissensarbeit. Ein Rahmenwerk f{\"u}r
    die Entwicklung digitaler Arbeitsumgebungen zur Unterst{\"u}tzung des Forschungsdiskurses
    in den Kulturwissenschaften,” 2018.
  mla: Keil, Reinhard. <i>Unterst{\"u}tzung Kontingenter Wissensarbeit. Ein Rahmenwerk
    F{\"u}r Die Entwicklung Digitaler Arbeitsumgebungen Zur Unterst{\"u}tzung Des
    Forschungsdiskurses in Den Kulturwissenschaften</i>. Edited by E.-M Seng et al.,
    De Gruyter, 2018.
  short: 'R. Keil, in: E.-M. Seng, R.  Keil, G. Oevel (Eds.), De Gruyter, Berlin,
    Bosten, 2018.'
date_created: 2021-10-18T18:26:49Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
editor:
- first_name: E.-M
  full_name: Seng, E.-M
  last_name: Seng
- first_name: Reinhard
  full_name: ' Keil, Reinhard'
  last_name: ' Keil'
- first_name: G
  full_name: Oevel, G
  last_name: Oevel
language:
- iso: eng
place: Berlin, Bosten
publication_status: published
publisher: De Gruyter
status: public
title: Unterst{\"u}tzung kontingenter Wissensarbeit. Ein Rahmenwerk f{\"u}r die Entwicklung
  digitaler Arbeitsumgebungen zur Unterst{\"u}tzung des Forschungsdiskurses in den
  Kulturwissenschaften
type: conference
user_id: '71124'
year: '2018'
...
---
_id: '26424'
author:
- first_name: ' E.-M'
  full_name: Seng,  E.-M
  last_name: Seng
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
- first_name: Gudrun
  full_name: Oevel, Gudrun
  id: '14924'
  last_name: Oevel
  orcid: https://orcid.org/0000-0002-6396-9535
citation:
  ama: Seng  E.-M, Keil R, Oevel G. <i>STUDIOLO. Kooperative Forschungsumgebungen
    in Den EHumanities</i>. De Gruyter; 2018.
  apa: Seng,  E.-M, Keil, R., &#38; Oevel, G. (2018). <i>STUDIOLO. Kooperative Forschungsumgebungen
    in den eHumanities</i>. De Gruyter.
  bibtex: '@book{Seng_Keil_Oevel_2018, place={Berlin, Bosten}, title={STUDIOLO. Kooperative
    Forschungsumgebungen in den eHumanities}, publisher={De Gruyter}, author={Seng,  E.-M
    and Keil, Reinhard and Oevel, Gudrun}, year={2018} }'
  chicago: 'Seng,  E.-M, Reinhard Keil, and Gudrun Oevel. <i>STUDIOLO. Kooperative
    Forschungsumgebungen in Den EHumanities</i>. Berlin, Bosten: De Gruyter, 2018.'
  ieee: 'E.-M Seng, R. Keil, and G. Oevel, <i>STUDIOLO. Kooperative Forschungsumgebungen
    in den eHumanities</i>. Berlin, Bosten: De Gruyter, 2018.'
  mla: Seng,  E.-M, et al. <i>STUDIOLO. Kooperative Forschungsumgebungen in Den EHumanities</i>.
    De Gruyter, 2018.
  short: E.-M Seng, R. Keil, G. Oevel, STUDIOLO. Kooperative Forschungsumgebungen
    in Den EHumanities, De Gruyter, Berlin, Bosten, 2018.
date_created: 2021-10-18T18:32:41Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
language:
- iso: eng
place: Berlin, Bosten
publication_status: published
publisher: De Gruyter
status: public
title: STUDIOLO. Kooperative Forschungsumgebungen in den eHumanities
type: book
user_id: '71124'
year: '2018'
...
---
_id: '26425'
alternative_title:
- 'Paderborn Symposium on Data Science Education at School Level 2017: The Collected
  Extended Abstracts'
author:
- first_name: Harald
  full_name: Selke, Harald
  id: '497'
  last_name: Selke
citation:
  ama: 'Selke H. Data science in schools from the perspective of contextual informatics.
    In: Biehler R, Budde  L, Frischemeier D, et al., eds. Universit{\"a}tsbibliothek
    Paderborn; 2018:107-109.'
  apa: Selke, H. (2018). <i>Data science in schools from the perspective of contextual
    informatics</i> (R. Biehler,  L Budde, D. Frischemeier, B. Heinemann, S. Podworny,
    C. Schulte, &#38; T. Wassong, Eds.; pp. 107–109). Universit{\"a}tsbibliothek Paderborn.
  bibtex: '@inproceedings{Selke_2018, place={Paderborn}, title={Data science in schools
    from the perspective of contextual informatics}, publisher={Universit{\"a}tsbibliothek
    Paderborn}, author={Selke, Harald}, editor={Biehler, R and Budde,  L and Frischemeier,
    D and Heinemann, B and Podworny, S and Schulte, Carsten and Wassong, T}, year={2018},
    pages={107–109} }'
  chicago: 'Selke, Harald. “Data Science in Schools from the Perspective of Contextual
    Informatics.” edited by R Biehler,  L Budde, D Frischemeier, B Heinemann, S Podworny,
    Carsten Schulte, and T Wassong, 107–9. Paderborn: Universit{\"a}tsbibliothek Paderborn,
    2018.'
  ieee: H. Selke, “Data science in schools from the perspective of contextual informatics,”
    2018, pp. 107–109.
  mla: Selke, Harald. <i>Data Science in Schools from the Perspective of Contextual
    Informatics</i>. Edited by R Biehler et al., Universit{\"a}tsbibliothek Paderborn,
    2018, pp. 107–09.
  short: 'H. Selke, in: R. Biehler,  L Budde, D. Frischemeier, B. Heinemann, S. Podworny,
    C. Schulte, T. Wassong (Eds.), Universit{\"a}tsbibliothek Paderborn, Paderborn,
    2018, pp. 107–109.'
date_created: 2021-10-18T18:37:32Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
editor:
- first_name: R
  full_name: Biehler, R
  last_name: Biehler
- first_name: ' L'
  full_name: Budde,  L
  last_name: Budde
- first_name: D
  full_name: Frischemeier, D
  last_name: Frischemeier
- first_name: B
  full_name: Heinemann, B
  last_name: Heinemann
- first_name: S
  full_name: Podworny, S
  last_name: Podworny
- first_name: Carsten
  full_name: Schulte, Carsten
  last_name: Schulte
- first_name: T
  full_name: Wassong, T
  last_name: Wassong
language:
- iso: eng
page: 107-109
place: Paderborn
publication_status: published
publisher: Universit{\"a}tsbibliothek Paderborn
status: public
title: Data science in schools from the perspective of contextual informatics
type: conference
user_id: '71124'
year: '2018'
...
---
_id: '2685'
author:
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Kathlén
  full_name: Kohn, Kathlén
  last_name: Kohn
citation:
  ama: Blömer J, Kohn K. Voronoi Cells of Lattices with Respect to Arbitrary Norms.
    <i>SIAM Journal on Applied Algebra and Geometry</i>. 2018;2(2):314-338. doi:<a
    href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>
  apa: Blömer, J., &#38; Kohn, K. (2018). Voronoi Cells of Lattices with Respect to
    Arbitrary Norms. <i>SIAM Journal on Applied Algebra and Geometry.</i>, <i>2</i>(2),
    314–338. <a href="https://doi.org/10.1137/17M1132045">https://doi.org/10.1137/17M1132045</a>
  bibtex: '@article{Blömer_Kohn_2018, title={Voronoi Cells of Lattices with Respect
    to Arbitrary Norms}, volume={2}, DOI={<a href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>},
    number={2}, journal={SIAM Journal on Applied Algebra and Geometry.}, author={Blömer,
    Johannes and Kohn, Kathlén}, year={2018}, pages={314–338} }'
  chicago: 'Blömer, Johannes, and Kathlén Kohn. “Voronoi Cells of Lattices with Respect
    to Arbitrary Norms.” <i>SIAM Journal on Applied Algebra and Geometry.</i> 2, no.
    2 (2018): 314–38. <a href="https://doi.org/10.1137/17M1132045">https://doi.org/10.1137/17M1132045</a>.'
  ieee: J. Blömer and K. Kohn, “Voronoi Cells of Lattices with Respect to Arbitrary
    Norms,” <i>SIAM Journal on Applied Algebra and Geometry.</i>, vol. 2, no. 2, pp.
    314–338, 2018.
  mla: Blömer, Johannes, and Kathlén Kohn. “Voronoi Cells of Lattices with Respect
    to Arbitrary Norms.” <i>SIAM Journal on Applied Algebra and Geometry.</i>, vol.
    2, no. 2, 2018, pp. 314–38, doi:<a href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>.
  short: J. Blömer, K. Kohn, SIAM Journal on Applied Algebra and Geometry. 2 (2018)
    314–338.
date_created: 2018-05-08T09:18:54Z
date_updated: 2022-01-06T06:57:29Z
ddc:
- '000'
department:
- _id: '7'
- _id: '64'
doi: 10.1137/17M1132045
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:22:55Z
  date_updated: 2018-11-02T15:22:55Z
  file_id: '5300'
  file_name: 17m1132045.pdf
  file_size: 1131048
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:22:55Z
has_accepted_license: '1'
intvolume: '         2'
issue: '2'
language:
- iso: eng
page: 314-338
project:
- _id: '13'
  name: SFB 901 - Subproject C1
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
publication: SIAM Journal on Applied Algebra and Geometry.
publication_identifier:
  eissn:
  - 2470-6566
publication_status: epub_ahead
status: public
title: Voronoi Cells of Lattices with Respect to Arbitrary Norms
type: journal_article
user_id: '477'
volume: 2
year: '2018'
...
---
_id: '3217'
author:
- first_name: Burak
  full_name: Demirel, Burak
  last_name: Demirel
- first_name: Arunselvan
  full_name: Ramaswamy, Arunselvan
  last_name: Ramaswamy
- first_name: Daniel
  full_name: Quevedo, Daniel
  last_name: Quevedo
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Demirel B, Ramaswamy A, Quevedo D, Karl H. DeepCAS: A Deep Reinforcement Learning
    Algorithm for Control-Aware Scheduling. In: ; 2018. doi:<a href="https://doi.org/10.1109/LCSYS.2018.2847721">10.1109/LCSYS.2018.2847721</a>'
  apa: 'Demirel, B., Ramaswamy, A., Quevedo, D., &#38; Karl, H. (2018). DeepCAS: A
    Deep Reinforcement Learning Algorithm for Control-Aware Scheduling. <a href="https://doi.org/10.1109/LCSYS.2018.2847721">https://doi.org/10.1109/LCSYS.2018.2847721</a>'
  bibtex: '@inproceedings{Demirel_Ramaswamy_Quevedo_Karl_2018, title={DeepCAS: A Deep
    Reinforcement Learning Algorithm for Control-Aware Scheduling}, DOI={<a href="https://doi.org/10.1109/LCSYS.2018.2847721">10.1109/LCSYS.2018.2847721</a>},
    author={Demirel, Burak and Ramaswamy, Arunselvan and Quevedo, Daniel and Karl,
    Holger}, year={2018} }'
  chicago: 'Demirel, Burak, Arunselvan Ramaswamy, Daniel Quevedo, and Holger Karl.
    “DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling,”
    2018. <a href="https://doi.org/10.1109/LCSYS.2018.2847721">https://doi.org/10.1109/LCSYS.2018.2847721</a>.'
  ieee: 'B. Demirel, A. Ramaswamy, D. Quevedo, and H. Karl, “DeepCAS: A Deep Reinforcement
    Learning Algorithm for Control-Aware Scheduling,” 2018.'
  mla: 'Demirel, Burak, et al. <i>DeepCAS: A Deep Reinforcement Learning Algorithm
    for Control-Aware Scheduling</i>. 2018, doi:<a href="https://doi.org/10.1109/LCSYS.2018.2847721">10.1109/LCSYS.2018.2847721</a>.'
  short: 'B. Demirel, A. Ramaswamy, D. Quevedo, H. Karl, in: 2018.'
date_created: 2018-06-13T10:26:23Z
date_updated: 2022-01-06T06:59:05Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/LCSYS.2018.2847721
file:
- access_level: closed
  content_type: application/pdf
  creator: tabu
  date_created: 2018-06-13T10:47:57Z
  date_updated: 2018-06-13T10:47:57Z
  file_id: '3218'
  file_name: 1803.02998.pdf
  file_size: 354166
  relation: main_file
  success: 1
file_date_updated: 2018-06-13T10:47:57Z
has_accepted_license: '1'
main_file_link:
- url: https://arxiv.org/pdf/1803.02998.pdf
project:
- _id: '24'
  name: Netzgewahre Regelung & regelungsgewahre Netze
status: public
title: 'DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling'
type: conference
user_id: '126'
year: '2018'
...
