---
_id: '14829'
citation:
  ama: Scheideler C, Berenbrink P, eds. <i>The 31st ACM Symposium on Parallelism in
    Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019</i>.
    ACM; 2019. doi:<a href="https://doi.org/10.1145/3323165">10.1145/3323165</a>
  apa: Scheideler, C., &#38; Berenbrink, P. (Eds.). (2019). <i>The 31st ACM Symposium
    on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
    22-24, 2019</i>. ACM. <a href="https://doi.org/10.1145/3323165">https://doi.org/10.1145/3323165</a>
  bibtex: '@book{Scheideler_Berenbrink_2019, title={The 31st ACM Symposium on Parallelism
    in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019},
    DOI={<a href="https://doi.org/10.1145/3323165">10.1145/3323165</a>}, publisher={ACM},
    year={2019} }'
  chicago: Scheideler, Christian, and Petra Berenbrink, eds. <i>The 31st ACM Symposium
    on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
    22-24, 2019</i>. ACM, 2019. <a href="https://doi.org/10.1145/3323165">https://doi.org/10.1145/3323165</a>.
  ieee: C. Scheideler and P. Berenbrink, Eds., <i>The 31st ACM Symposium on Parallelism
    in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019</i>.
    ACM, 2019.
  mla: Scheideler, Christian, and Petra Berenbrink, editors. <i>The 31st ACM Symposium
    on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
    22-24, 2019</i>. ACM, 2019, doi:<a href="https://doi.org/10.1145/3323165">10.1145/3323165</a>.
  short: C. Scheideler, P. Berenbrink, eds., The 31st ACM Symposium on Parallelism
    in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019,
    ACM, 2019.
date_created: 2019-11-06T10:43:41Z
date_updated: 2022-01-06T06:52:07Z
department:
- _id: '79'
doi: 10.1145/3323165
editor:
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Petra
  full_name: Berenbrink, Petra
  last_name: Berenbrink
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_identifier:
  isbn:
  - 978-1-4503-6184-2
publisher: ACM
status: public
title: The 31st ACM Symposium on Parallelism in Algorithms and Architectures, SPAA
  2019, Phoenix, AZ, USA, June 22-24, 2019
type: conference_editor
user_id: '477'
year: '2019'
...
---
_id: '14830'
author:
- first_name: Robert
  full_name: Gmyr, Robert
  last_name: Gmyr
- first_name: Jonas
  full_name: Lefevre, Jonas
  last_name: Lefevre
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
citation:
  ama: Gmyr R, Lefevre J, Scheideler C. Self-Stabilizing Metric Graphs. <i>Theory
    Comput Syst</i>. 2019;63(2):177-199. doi:<a href="https://doi.org/10.1007/s00224-017-9823-4">10.1007/s00224-017-9823-4</a>
  apa: Gmyr, R., Lefevre, J., &#38; Scheideler, C. (2019). Self-Stabilizing Metric
    Graphs. <i>Theory Comput. Syst.</i>, <i>63</i>(2), 177–199. <a href="https://doi.org/10.1007/s00224-017-9823-4">https://doi.org/10.1007/s00224-017-9823-4</a>
  bibtex: '@article{Gmyr_Lefevre_Scheideler_2019, title={Self-Stabilizing Metric Graphs},
    volume={63}, DOI={<a href="https://doi.org/10.1007/s00224-017-9823-4">10.1007/s00224-017-9823-4</a>},
    number={2}, journal={Theory Comput. Syst.}, author={Gmyr, Robert and Lefevre,
    Jonas and Scheideler, Christian}, year={2019}, pages={177–199} }'
  chicago: 'Gmyr, Robert, Jonas Lefevre, and Christian Scheideler. “Self-Stabilizing
    Metric Graphs.” <i>Theory Comput. Syst.</i> 63, no. 2 (2019): 177–99. <a href="https://doi.org/10.1007/s00224-017-9823-4">https://doi.org/10.1007/s00224-017-9823-4</a>.'
  ieee: R. Gmyr, J. Lefevre, and C. Scheideler, “Self-Stabilizing Metric Graphs,”
    <i>Theory Comput. Syst.</i>, vol. 63, no. 2, pp. 177–199, 2019.
  mla: Gmyr, Robert, et al. “Self-Stabilizing Metric Graphs.” <i>Theory Comput. Syst.</i>,
    vol. 63, no. 2, 2019, pp. 177–99, doi:<a href="https://doi.org/10.1007/s00224-017-9823-4">10.1007/s00224-017-9823-4</a>.
  short: R. Gmyr, J. Lefevre, C. Scheideler, Theory Comput. Syst. 63 (2019) 177–199.
date_created: 2019-11-06T10:54:58Z
date_updated: 2022-01-06T06:52:07Z
department:
- _id: '79'
doi: 10.1007/s00224-017-9823-4
intvolume: '        63'
issue: '2'
language:
- iso: eng
page: 177-199
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
publication: Theory Comput. Syst.
status: public
title: Self-Stabilizing Metric Graphs
type: journal_article
user_id: '15504'
volume: 63
year: '2019'
...
---
_id: '14831'
author:
- first_name: Nithin S.
  full_name: Sabu, Nithin S.
  last_name: Sabu
citation:
  ama: Sabu NS. <i>FPGA Acceleration of String Search Techniques in Huge Data Sets</i>.
    Paderborn University; 2019.
  apa: Sabu, N. S. (2019). <i>FPGA Acceleration of String Search Techniques in Huge
    Data Sets</i>. Paderborn University.
  bibtex: '@book{Sabu_2019, title={FPGA Acceleration of String Search Techniques in
    Huge Data Sets}, publisher={Paderborn University}, author={Sabu, Nithin S.}, year={2019}
    }'
  chicago: Sabu, Nithin S. <i>FPGA Acceleration of String Search Techniques in Huge
    Data Sets</i>. Paderborn University, 2019.
  ieee: N. S. Sabu, <i>FPGA Acceleration of String Search Techniques in Huge Data
    Sets</i>. Paderborn University, 2019.
  mla: Sabu, Nithin S. <i>FPGA Acceleration of String Search Techniques in Huge Data
    Sets</i>. Paderborn University, 2019.
  short: N.S. Sabu, FPGA Acceleration of String Search Techniques in Huge Data Sets,
    Paderborn University, 2019.
date_created: 2019-11-06T12:06:09Z
date_updated: 2022-01-06T06:52:07Z
department:
- _id: '78'
language:
- iso: eng
publisher: Paderborn University
status: public
supervisor:
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Stefan
  full_name: Böttcher, Stefan
  last_name: Böttcher
- first_name: Tobias
  full_name: Wiersema, Tobias
  id: '3118'
  last_name: Wiersema
title: FPGA Acceleration of String Search Techniques in Huge Data Sets
type: mastersthesis
user_id: '3118'
year: '2019'
...
---
_id: '14849'
author:
- first_name: Gavin Francis
  full_name: Vaz, Gavin Francis
  id: '30332'
  last_name: Vaz
citation:
  ama: Vaz GF. <i>Using Just-in-Time Code Generation to Transparently Accelerate Applications
    in Heterogeneous Systems</i>. Universität Paderborn; 2019.
  apa: Vaz, G. F. (2019). <i>Using Just-in-Time Code Generation to Transparently Accelerate
    Applications in Heterogeneous Systems</i>. Universität Paderborn.
  bibtex: '@book{Vaz_2019, title={Using Just-in-Time Code Generation to Transparently
    Accelerate Applications in Heterogeneous Systems}, publisher={Universität Paderborn},
    author={Vaz, Gavin Francis}, year={2019} }'
  chicago: Vaz, Gavin Francis. <i>Using Just-in-Time Code Generation to Transparently
    Accelerate Applications in Heterogeneous Systems</i>. Universität Paderborn, 2019.
  ieee: G. F. Vaz, <i>Using Just-in-Time Code Generation to Transparently Accelerate
    Applications in Heterogeneous Systems</i>. Universität Paderborn, 2019.
  mla: Vaz, Gavin Francis. <i>Using Just-in-Time Code Generation to Transparently
    Accelerate Applications in Heterogeneous Systems</i>. Universität Paderborn, 2019.
  short: G.F. Vaz, Using Just-in-Time Code Generation to Transparently Accelerate
    Applications in Heterogeneous Systems, Universität Paderborn, 2019.
date_created: 2019-11-07T14:13:54Z
date_updated: 2022-01-06T06:52:08Z
ddc:
- '040'
department:
- _id: '518'
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2019-11-07T14:13:14Z
  date_updated: 2019-11-07T14:13:14Z
  file_id: '14850'
  file_name: PhDThesis_GavinVaz_2019-07-11.pdf
  file_size: 1462659
  relation: main_file
  success: 1
file_date_updated: 2019-11-07T14:13:14Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '14'
  name: SFB 901 - Subproject C2
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
title: Using Just-in-Time Code Generation to Transparently Accelerate Applications
  in Heterogeneous Systems
type: dissertation
user_id: '477'
year: '2019'
...
---
_id: '14851'
author:
- first_name: Alexander
  full_name: Mäcker, Alexander
  id: '13536'
  last_name: Mäcker
citation:
  ama: Mäcker A. <i>On Scheduling with Setup Times</i>. Universität Paderborn; 2019.
    doi:<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>
  apa: Mäcker, A. (2019). <i>On Scheduling with Setup Times</i>. Universität Paderborn.
    <a href="https://doi.org/10.17619/UNIPB/1-828">https://doi.org/10.17619/UNIPB/1-828</a>
  bibtex: '@book{Mäcker_2019, place={Universität Paderborn}, title={On Scheduling
    with Setup Times}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>},
    author={Mäcker, Alexander}, year={2019} }'
  chicago: Mäcker, Alexander. <i>On Scheduling with Setup Times</i>. Universität Paderborn,
    2019. <a href="https://doi.org/10.17619/UNIPB/1-828">https://doi.org/10.17619/UNIPB/1-828</a>.
  ieee: A. Mäcker, <i>On Scheduling with Setup Times</i>. Universität Paderborn, 2019.
  mla: Mäcker, Alexander. <i>On Scheduling with Setup Times</i>. 2019, doi:<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>.
  short: A. Mäcker, On Scheduling with Setup Times, Universität Paderborn, 2019.
date_created: 2019-11-07T14:17:05Z
date_updated: 2022-01-06T06:52:08Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.17619/UNIPB/1-828
language:
- iso: eng
place: Universität Paderborn
project:
- _id: '1'
  name: SFB 901
- _id: '16'
  name: SFB 901 - Subproject C4
- _id: '4'
  name: SFB 901 - Project Area C
related_material:
  link:
  - relation: confirmation
    url: https://doi.org/10.17619/UNIPB/1-828
status: public
supervisor:
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
title: On Scheduling with Setup Times
type: dissertation
user_id: '15415'
year: '2019'
...
---
_id: '14896'
author:
- first_name: Andreas
  full_name: Dann, Andreas
  last_name: Dann
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: 'Dann A, Hermann B, Bodden E. ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules. <i>IEEE Transactions on Software Engineering</i>.
    Published online 2019:1-1. doi:<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>'
  apa: 'Dann, A., Hermann, B., &#38; Bodden, E. (2019). ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules. <i>IEEE Transactions on Software
    Engineering</i>, 1–1. <a href="https://doi.org/10.1109/tse.2019.2931331">https://doi.org/10.1109/tse.2019.2931331</a>'
  bibtex: '@article{Dann_Hermann_Bodden_2019, title={ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules}, DOI={<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>},
    journal={IEEE Transactions on Software Engineering}, author={Dann, Andreas and
    Hermann, Ben and Bodden, Eric}, year={2019}, pages={1–1} }'
  chicago: 'Dann, Andreas, Ben Hermann, and Eric Bodden. “ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules.” <i>IEEE Transactions on Software
    Engineering</i>, 2019, 1–1. <a href="https://doi.org/10.1109/tse.2019.2931331">https://doi.org/10.1109/tse.2019.2931331</a>.'
  ieee: 'A. Dann, B. Hermann, and E. Bodden, “ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules,” <i>IEEE Transactions on Software Engineering</i>,
    pp. 1–1, 2019, doi: <a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>.'
  mla: 'Dann, Andreas, et al. “ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules.” <i>IEEE Transactions on Software Engineering</i>,
    2019, pp. 1–1, doi:<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>.'
  short: A. Dann, B. Hermann, E. Bodden, IEEE Transactions on Software Engineering
    (2019) 1–1.
date_created: 2019-11-12T12:20:56Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1109/tse.2019.2931331
language:
- iso: eng
page: 1-1
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
publication: IEEE Transactions on Software Engineering
publication_identifier:
  issn:
  - 0098-5589
  - 1939-3520
  - 2326-3881
publication_status: published
status: public
title: 'ModGuard: Identifying Integrity &Confidentiality Violations in Java Modules'
type: journal_article
user_id: '5786'
year: '2019'
...
---
_id: '14897'
author:
- first_name: Andreas
  full_name: Dann, Andreas
  last_name: Dann
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: 'Dann A, Hermann B, Bodden E. SootDiff: bytecode comparison across different
    Java compilers. In: <i>Proceedings of the 8th ACM SIGPLAN International Workshop
    on State Of the Art in Program Analysis  - SOAP 2019</i>. ; 2019. doi:<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>'
  apa: 'Dann, A., Hermann, B., &#38; Bodden, E. (2019). SootDiff: bytecode comparison
    across different Java compilers. <i>Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019</i>. <a href="https://doi.org/10.1145/3315568.3329966">https://doi.org/10.1145/3315568.3329966</a>'
  bibtex: '@inproceedings{Dann_Hermann_Bodden_2019, title={SootDiff: bytecode comparison
    across different Java compilers}, DOI={<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>},
    booktitle={Proceedings of the 8th ACM SIGPLAN International Workshop on State
    Of the Art in Program Analysis  - SOAP 2019}, author={Dann, Andreas and Hermann,
    Ben and Bodden, Eric}, year={2019} }'
  chicago: 'Dann, Andreas, Ben Hermann, and Eric Bodden. “SootDiff: Bytecode Comparison
    across Different Java Compilers.” In <i>Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019</i>, 2019. <a href="https://doi.org/10.1145/3315568.3329966">https://doi.org/10.1145/3315568.3329966</a>.'
  ieee: 'A. Dann, B. Hermann, and E. Bodden, “SootDiff: bytecode comparison across
    different Java compilers,” 2019, doi: <a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>.'
  mla: 'Dann, Andreas, et al. “SootDiff: Bytecode Comparison across Different Java
    Compilers.” <i>Proceedings of the 8th ACM SIGPLAN International Workshop on State
    Of the Art in Program Analysis  - SOAP 2019</i>, 2019, doi:<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>.'
  short: 'A. Dann, B. Hermann, E. Bodden, in: Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019, 2019.'
date_created: 2019-11-12T12:21:11Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1145/3315568.3329966
language:
- iso: eng
main_file_link:
- url: https://thewhitespace.de/publications/dhb19-sootdiff.pdf
publication: Proceedings of the 8th ACM SIGPLAN International Workshop on State Of
  the Art in Program Analysis  - SOAP 2019
publication_identifier:
  isbn:
  - '9781450367202'
publication_status: published
status: public
title: 'SootDiff: bytecode comparison across different Java compilers'
type: conference
user_id: '5786'
year: '2019'
...
---
_id: '14899'
author:
- first_name: Stefan
  full_name: Kruger, Stefan
  last_name: Kruger
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
citation:
  ama: 'Kruger S, Hermann B. Can an Online Service Predict Gender? On the State-of-the-Art
    in Gender Identification from Texts. In: <i>2019 IEEE/ACM 2nd International Workshop
    on Gender Equality in Software Engineering (GE)</i>. ; 2019. doi:<a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>'
  apa: Kruger, S., &#38; Hermann, B. (2019). Can an Online Service Predict Gender?
    On the State-of-the-Art in Gender Identification from Texts. <i>2019 IEEE/ACM
    2nd International Workshop on Gender Equality in Software Engineering (GE)</i>.
    <a href="https://doi.org/10.1109/ge.2019.00012">https://doi.org/10.1109/ge.2019.00012</a>
  bibtex: '@inproceedings{Kruger_Hermann_2019, title={Can an Online Service Predict
    Gender? On the State-of-the-Art in Gender Identification from Texts}, DOI={<a
    href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>}, booktitle={2019
    IEEE/ACM 2nd International Workshop on Gender Equality in Software Engineering
    (GE)}, author={Kruger, Stefan and Hermann, Ben}, year={2019} }'
  chicago: Kruger, Stefan, and Ben Hermann. “Can an Online Service Predict Gender?
    On the State-of-the-Art in Gender Identification from Texts.” In <i>2019 IEEE/ACM
    2nd International Workshop on Gender Equality in Software Engineering (GE)</i>,
    2019. <a href="https://doi.org/10.1109/ge.2019.00012">https://doi.org/10.1109/ge.2019.00012</a>.
  ieee: 'S. Kruger and B. Hermann, “Can an Online Service Predict Gender? On the State-of-the-Art
    in Gender Identification from Texts,” 2019, doi: <a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>.'
  mla: Kruger, Stefan, and Ben Hermann. “Can an Online Service Predict Gender? On
    the State-of-the-Art in Gender Identification from Texts.” <i>2019 IEEE/ACM 2nd
    International Workshop on Gender Equality in Software Engineering (GE)</i>, 2019,
    doi:<a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>.
  short: 'S. Kruger, B. Hermann, in: 2019 IEEE/ACM 2nd International Workshop on Gender
    Equality in Software Engineering (GE), 2019.'
date_created: 2019-11-12T12:22:48Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1109/ge.2019.00012
language:
- iso: eng
publication: 2019 IEEE/ACM 2nd International Workshop on Gender Equality in Software
  Engineering (GE)
publication_identifier:
  isbn:
  - '9781728122458'
publication_status: published
status: public
title: Can an Online Service Predict Gender? On the State-of-the-Art in Gender Identification
  from Texts
type: conference
user_id: '5786'
year: '2019'
...
---
_id: '15001'
author:
- first_name: Ines
  full_name: Couso, Ines
  last_name: Couso
- first_name: Christian
  full_name: Borgelt, Christian
  last_name: Borgelt
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Rudolf
  full_name: Kruse, Rudolf
  last_name: Kruse
citation:
  ama: 'Couso I, Borgelt C, Hüllermeier E, Kruse R. Fuzzy Sets in Data Analysis: From
    Statistical Foundations to Machine Learning. <i>IEEE Computational Intelligence
    Magazine</i>. 2019:31-44. doi:<a href="https://doi.org/10.1109/mci.2018.2881642">10.1109/mci.2018.2881642</a>'
  apa: 'Couso, I., Borgelt, C., Hüllermeier, E., &#38; Kruse, R. (2019). Fuzzy Sets
    in Data Analysis: From Statistical Foundations to Machine Learning. <i>IEEE Computational
    Intelligence Magazine</i>, 31–44. <a href="https://doi.org/10.1109/mci.2018.2881642">https://doi.org/10.1109/mci.2018.2881642</a>'
  bibtex: '@article{Couso_Borgelt_Hüllermeier_Kruse_2019, title={Fuzzy Sets in Data
    Analysis: From Statistical Foundations to Machine Learning}, DOI={<a href="https://doi.org/10.1109/mci.2018.2881642">10.1109/mci.2018.2881642</a>},
    journal={IEEE Computational Intelligence Magazine}, author={Couso, Ines and Borgelt,
    Christian and Hüllermeier, Eyke and Kruse, Rudolf}, year={2019}, pages={31–44}
    }'
  chicago: 'Couso, Ines, Christian Borgelt, Eyke Hüllermeier, and Rudolf Kruse. “Fuzzy
    Sets in Data Analysis: From Statistical Foundations to Machine Learning.” <i>IEEE
    Computational Intelligence Magazine</i>, 2019, 31–44. <a href="https://doi.org/10.1109/mci.2018.2881642">https://doi.org/10.1109/mci.2018.2881642</a>.'
  ieee: 'I. Couso, C. Borgelt, E. Hüllermeier, and R. Kruse, “Fuzzy Sets in Data Analysis:
    From Statistical Foundations to Machine Learning,” <i>IEEE Computational Intelligence
    Magazine</i>, pp. 31–44, 2019.'
  mla: 'Couso, Ines, et al. “Fuzzy Sets in Data Analysis: From Statistical Foundations
    to Machine Learning.” <i>IEEE Computational Intelligence Magazine</i>, 2019, pp.
    31–44, doi:<a href="https://doi.org/10.1109/mci.2018.2881642">10.1109/mci.2018.2881642</a>.'
  short: I. Couso, C. Borgelt, E. Hüllermeier, R. Kruse, IEEE Computational Intelligence
    Magazine (2019) 31–44.
date_created: 2019-11-15T10:11:37Z
date_updated: 2022-01-06T06:52:13Z
department:
- _id: '34'
- _id: '355'
doi: 10.1109/mci.2018.2881642
language:
- iso: eng
page: 31-44
publication: IEEE Computational Intelligence Magazine
publication_identifier:
  issn:
  - 1556-603X
  - 1556-6048
publication_status: published
status: public
title: 'Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning'
type: journal_article
user_id: '315'
year: '2019'
...
---
_id: '15002'
abstract:
- lang: eng
  text: Many problem settings in machine learning are concerned with the simultaneous
    prediction of multiple target variables of diverse type. Amongst others, such
    problem settings arise in multivariate regression, multi-label classification,
    multi-task learning, dyadic prediction, zero-shot learning, network inference,
    and matrix completion. These subfields of machine learning are typically studied
    in isolation, without highlighting or exploring important relationships. In this
    paper, we present a unifying view on what we call multi-target prediction (MTP)
    problems and methods. First, we formally discuss commonalities and differences
    between existing MTP problems. To this end, we introduce a general framework that
    covers the above subfields as special cases. As a second contribution, we provide
    a structured overview of MTP methods. This is accomplished by identifying a number
    of key properties, which distinguish such methods and determine their suitability
    for different types of problems. Finally, we also discuss a few challenges for
    future research.
author:
- first_name: Willem
  full_name: Waegeman, Willem
  last_name: Waegeman
- first_name: Krzysztof
  full_name: Dembczynski, Krzysztof
  last_name: Dembczynski
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Waegeman W, Dembczynski K, Hüllermeier E. Multi-target prediction: a unifying
    view on problems and methods. <i>Data Mining and Knowledge Discovery</i>. 2019;33(2):293-324.
    doi:<a href="https://doi.org/10.1007/s10618-018-0595-5">10.1007/s10618-018-0595-5</a>'
  apa: 'Waegeman, W., Dembczynski, K., &#38; Hüllermeier, E. (2019). Multi-target
    prediction: a unifying view on problems and methods. <i>Data Mining and Knowledge
    Discovery</i>, <i>33</i>(2), 293–324. <a href="https://doi.org/10.1007/s10618-018-0595-5">https://doi.org/10.1007/s10618-018-0595-5</a>'
  bibtex: '@article{Waegeman_Dembczynski_Hüllermeier_2019, title={Multi-target prediction:
    a unifying view on problems and methods}, volume={33}, DOI={<a href="https://doi.org/10.1007/s10618-018-0595-5">10.1007/s10618-018-0595-5</a>},
    number={2}, journal={Data Mining and Knowledge Discovery}, author={Waegeman, Willem
    and Dembczynski, Krzysztof and Hüllermeier, Eyke}, year={2019}, pages={293–324}
    }'
  chicago: 'Waegeman, Willem, Krzysztof Dembczynski, and Eyke Hüllermeier. “Multi-Target
    Prediction: A Unifying View on Problems and Methods.” <i>Data Mining and Knowledge
    Discovery</i> 33, no. 2 (2019): 293–324. <a href="https://doi.org/10.1007/s10618-018-0595-5">https://doi.org/10.1007/s10618-018-0595-5</a>.'
  ieee: 'W. Waegeman, K. Dembczynski, and E. Hüllermeier, “Multi-target prediction:
    a unifying view on problems and methods,” <i>Data Mining and Knowledge Discovery</i>,
    vol. 33, no. 2, pp. 293–324, 2019.'
  mla: 'Waegeman, Willem, et al. “Multi-Target Prediction: A Unifying View on Problems
    and Methods.” <i>Data Mining and Knowledge Discovery</i>, vol. 33, no. 2, 2019,
    pp. 293–324, doi:<a href="https://doi.org/10.1007/s10618-018-0595-5">10.1007/s10618-018-0595-5</a>.'
  short: W. Waegeman, K. Dembczynski, E. Hüllermeier, Data Mining and Knowledge Discovery
    33 (2019) 293–324.
date_created: 2019-11-15T10:16:34Z
date_updated: 2022-01-06T06:52:14Z
ddc:
- '000'
department:
- _id: '34'
- _id: '355'
doi: 10.1007/s10618-018-0595-5
file:
- access_level: open_access
  content_type: application/pdf
  creator: lettmann
  date_created: 2020-02-28T12:43:39Z
  date_updated: 2020-02-28T12:45:26Z
  file_id: '16155'
  file_name: multi-target-prediction.pdf
  file_size: 837808
  relation: main_file
file_date_updated: 2020-02-28T12:45:26Z
has_accepted_license: '1'
intvolume: '        33'
issue: '2'
language:
- iso: eng
oa: '1'
page: 293-324
publication: Data Mining and Knowledge Discovery
publication_identifier:
  issn:
  - 1573-756X
status: public
title: 'Multi-target prediction: a unifying view on problems and methods'
type: journal_article
user_id: '315'
volume: 33
year: '2019'
...
---
_id: '15003'
author:
- first_name: Thomas
  full_name: Mortier, Thomas
  last_name: Mortier
- first_name: Marek
  full_name: Wydmuch, Marek
  last_name: Wydmuch
- first_name: Krzysztof
  full_name: Dembczynski, Krzysztof
  last_name: Dembczynski
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Willem
  full_name: Waegeman, Willem
  last_name: Waegeman
citation:
  ama: 'Mortier T, Wydmuch M, Dembczynski K, Hüllermeier E, Waegeman W. Set-Valued
    Prediction in Multi-Class Classification. In: <i>Proceedings of the 31st Benelux
    Conference on Artificial Intelligence {(BNAIC} 2019) and the 28th Belgian Dutch
    Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November 6-8,
    2019</i>. ; 2019.'
  apa: Mortier, T., Wydmuch, M., Dembczynski, K., Hüllermeier, E., &#38; Waegeman,
    W. (2019). Set-Valued Prediction in Multi-Class Classification. In <i>Proceedings
    of the 31st Benelux Conference on Artificial Intelligence {(BNAIC} 2019) and the
    28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Brussels,
    Belgium, November 6-8, 2019</i>.
  bibtex: '@inproceedings{Mortier_Wydmuch_Dembczynski_Hüllermeier_Waegeman_2019, title={Set-Valued
    Prediction in Multi-Class Classification}, booktitle={Proceedings of the 31st
    Benelux Conference on Artificial Intelligence {(BNAIC} 2019) and the 28th Belgian
    Dutch Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November
    6-8, 2019}, author={Mortier, Thomas and Wydmuch, Marek and Dembczynski, Krzysztof
    and Hüllermeier, Eyke and Waegeman, Willem}, year={2019} }'
  chicago: Mortier, Thomas, Marek Wydmuch, Krzysztof Dembczynski, Eyke Hüllermeier,
    and Willem Waegeman. “Set-Valued Prediction in Multi-Class Classification.” In
    <i>Proceedings of the 31st Benelux Conference on Artificial Intelligence {(BNAIC}
    2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019),
    Brussels, Belgium, November 6-8, 2019</i>, 2019.
  ieee: T. Mortier, M. Wydmuch, K. Dembczynski, E. Hüllermeier, and W. Waegeman, “Set-Valued
    Prediction in Multi-Class Classification,” in <i>Proceedings of the 31st Benelux
    Conference on Artificial Intelligence {(BNAIC} 2019) and the 28th Belgian Dutch
    Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November 6-8,
    2019</i>, 2019.
  mla: Mortier, Thomas, et al. “Set-Valued Prediction in Multi-Class Classification.”
    <i>Proceedings of the 31st Benelux Conference on Artificial Intelligence {(BNAIC}
    2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019),
    Brussels, Belgium, November 6-8, 2019</i>, 2019.
  short: 'T. Mortier, M. Wydmuch, K. Dembczynski, E. Hüllermeier, W. Waegeman, in:
    Proceedings of the 31st Benelux Conference on Artificial Intelligence {(BNAIC}
    2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019),
    Brussels, Belgium, November 6-8, 2019, 2019.'
date_created: 2019-11-15T10:20:55Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
language:
- iso: eng
publication: Proceedings of the 31st Benelux Conference on Artificial Intelligence
  {(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn
  2019), Brussels, Belgium, November 6-8, 2019
status: public
title: Set-Valued Prediction in Multi-Class Classification
type: conference
user_id: '315'
year: '2019'
...
---
_id: '15004'
author:
- first_name: Mohsen
  full_name: Ahmadi Fahandar, Mohsen
  id: '59547'
  last_name: Ahmadi Fahandar
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Ahmadi Fahandar M, Hüllermeier E. Feature Selection for Analogy-Based Learning
    to Rank. In: <i>Discovery Science</i>. Cham; 2019. doi:<a href="https://doi.org/10.1007/978-3-030-33778-0_22">10.1007/978-3-030-33778-0_22</a>'
  apa: Ahmadi Fahandar, M., &#38; Hüllermeier, E. (2019). Feature Selection for Analogy-Based
    Learning to Rank. In <i>Discovery Science</i>. Cham. <a href="https://doi.org/10.1007/978-3-030-33778-0_22">https://doi.org/10.1007/978-3-030-33778-0_22</a>
  bibtex: '@inbook{Ahmadi Fahandar_Hüllermeier_2019, place={Cham}, title={Feature
    Selection for Analogy-Based Learning to Rank}, DOI={<a href="https://doi.org/10.1007/978-3-030-33778-0_22">10.1007/978-3-030-33778-0_22</a>},
    booktitle={Discovery Science}, author={Ahmadi Fahandar, Mohsen and Hüllermeier,
    Eyke}, year={2019} }'
  chicago: Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Feature Selection for Analogy-Based
    Learning to Rank.” In <i>Discovery Science</i>. Cham, 2019. <a href="https://doi.org/10.1007/978-3-030-33778-0_22">https://doi.org/10.1007/978-3-030-33778-0_22</a>.
  ieee: M. Ahmadi Fahandar and E. Hüllermeier, “Feature Selection for Analogy-Based
    Learning to Rank,” in <i>Discovery Science</i>, Cham, 2019.
  mla: Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Feature Selection for Analogy-Based
    Learning to Rank.” <i>Discovery Science</i>, 2019, doi:<a href="https://doi.org/10.1007/978-3-030-33778-0_22">10.1007/978-3-030-33778-0_22</a>.
  short: 'M. Ahmadi Fahandar, E. Hüllermeier, in: Discovery Science, Cham, 2019.'
date_created: 2019-11-15T10:24:45Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
doi: 10.1007/978-3-030-33778-0_22
language:
- iso: eng
place: Cham
publication: Discovery Science
publication_identifier:
  isbn:
  - '9783030337773'
  - '9783030337780'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Feature Selection for Analogy-Based Learning to Rank
type: book_chapter
user_id: '315'
year: '2019'
...
---
_id: '15005'
author:
- first_name: Mohsen
  full_name: Ahmadi Fahandar, Mohsen
  id: '59547'
  last_name: Ahmadi Fahandar
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Ahmadi Fahandar M, Hüllermeier E. Analogy-Based Preference Learning with Kernels.
    In: <i>KI 2019: Advances in Artificial Intelligence</i>. Cham; 2019. doi:<a href="https://doi.org/10.1007/978-3-030-30179-8_3">10.1007/978-3-030-30179-8_3</a>'
  apa: 'Ahmadi Fahandar, M., &#38; Hüllermeier, E. (2019). Analogy-Based Preference
    Learning with Kernels. In <i>KI 2019: Advances in Artificial Intelligence</i>.
    Cham. <a href="https://doi.org/10.1007/978-3-030-30179-8_3">https://doi.org/10.1007/978-3-030-30179-8_3</a>'
  bibtex: '@inbook{Ahmadi Fahandar_Hüllermeier_2019, place={Cham}, title={Analogy-Based
    Preference Learning with Kernels}, DOI={<a href="https://doi.org/10.1007/978-3-030-30179-8_3">10.1007/978-3-030-30179-8_3</a>},
    booktitle={KI 2019: Advances in Artificial Intelligence}, author={Ahmadi Fahandar,
    Mohsen and Hüllermeier, Eyke}, year={2019} }'
  chicago: 'Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Analogy-Based Preference
    Learning with Kernels.” In <i>KI 2019: Advances in Artificial Intelligence</i>.
    Cham, 2019. <a href="https://doi.org/10.1007/978-3-030-30179-8_3">https://doi.org/10.1007/978-3-030-30179-8_3</a>.'
  ieee: 'M. Ahmadi Fahandar and E. Hüllermeier, “Analogy-Based Preference Learning
    with Kernels,” in <i>KI 2019: Advances in Artificial Intelligence</i>, Cham, 2019.'
  mla: 'Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Analogy-Based Preference Learning
    with Kernels.” <i>KI 2019: Advances in Artificial Intelligence</i>, 2019, doi:<a
    href="https://doi.org/10.1007/978-3-030-30179-8_3">10.1007/978-3-030-30179-8_3</a>.'
  short: 'M. Ahmadi Fahandar, E. Hüllermeier, in: KI 2019: Advances in Artificial
    Intelligence, Cham, 2019.'
date_created: 2019-11-15T10:30:10Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
doi: 10.1007/978-3-030-30179-8_3
language:
- iso: eng
place: Cham
publication: 'KI 2019: Advances in Artificial Intelligence'
publication_identifier:
  isbn:
  - '9783030301781'
  - '9783030301798'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Analogy-Based Preference Learning with Kernels
type: book_chapter
user_id: '315'
year: '2019'
...
---
_id: '15006'
author:
- first_name: Vu-Linh
  full_name: Nguyen, Vu-Linh
  last_name: Nguyen
- first_name: Sébastien
  full_name: Destercke, Sébastien
  last_name: Destercke
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Nguyen V-L, Destercke S, Hüllermeier E. Epistemic Uncertainty Sampling. In:
    <i>Discovery Science</i>. Cham; 2019. doi:<a href="https://doi.org/10.1007/978-3-030-33778-0_7">10.1007/978-3-030-33778-0_7</a>'
  apa: Nguyen, V.-L., Destercke, S., &#38; Hüllermeier, E. (2019). Epistemic Uncertainty
    Sampling. In <i>Discovery Science</i>. Cham. <a href="https://doi.org/10.1007/978-3-030-33778-0_7">https://doi.org/10.1007/978-3-030-33778-0_7</a>
  bibtex: '@inbook{Nguyen_Destercke_Hüllermeier_2019, place={Cham}, title={Epistemic
    Uncertainty Sampling}, DOI={<a href="https://doi.org/10.1007/978-3-030-33778-0_7">10.1007/978-3-030-33778-0_7</a>},
    booktitle={Discovery Science}, author={Nguyen, Vu-Linh and Destercke, Sébastien
    and Hüllermeier, Eyke}, year={2019} }'
  chicago: Nguyen, Vu-Linh, Sébastien Destercke, and Eyke Hüllermeier. “Epistemic
    Uncertainty Sampling.” In <i>Discovery Science</i>. Cham, 2019. <a href="https://doi.org/10.1007/978-3-030-33778-0_7">https://doi.org/10.1007/978-3-030-33778-0_7</a>.
  ieee: V.-L. Nguyen, S. Destercke, and E. Hüllermeier, “Epistemic Uncertainty Sampling,”
    in <i>Discovery Science</i>, Cham, 2019.
  mla: Nguyen, Vu-Linh, et al. “Epistemic Uncertainty Sampling.” <i>Discovery Science</i>,
    2019, doi:<a href="https://doi.org/10.1007/978-3-030-33778-0_7">10.1007/978-3-030-33778-0_7</a>.
  short: 'V.-L. Nguyen, S. Destercke, E. Hüllermeier, in: Discovery Science, Cham,
    2019.'
date_created: 2019-11-15T10:35:08Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
doi: 10.1007/978-3-030-33778-0_7
language:
- iso: eng
place: Cham
publication: Discovery Science
publication_identifier:
  isbn:
  - '9783030337773'
  - '9783030337780'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Epistemic Uncertainty Sampling
type: book_chapter
user_id: '49109'
year: '2019'
...
---
_id: '15007'
author:
- first_name: Vitaly
  full_name: Melnikov, Vitaly
  id: '58747'
  last_name: Melnikov
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Melnikov V, Hüllermeier E. Learning to Aggregate: Tackling the Aggregation/Disaggregation
    Problem for OWA. In: <i>Proceedings ACML, Asian Conference on Machine Learning
    (Proceedings of Machine Learning Research, 101)</i>. ; 2019. doi:<a href="https://doi.org/10.1016/j.jmva.2019.02.017">10.1016/j.jmva.2019.02.017</a>'
  apa: 'Melnikov, V., &#38; Hüllermeier, E. (2019). Learning to Aggregate: Tackling
    the Aggregation/Disaggregation Problem for OWA. In <i>Proceedings ACML, Asian
    Conference on Machine Learning (Proceedings of Machine Learning Research, 101)</i>.
    <a href="https://doi.org/10.1016/j.jmva.2019.02.017">https://doi.org/10.1016/j.jmva.2019.02.017</a>'
  bibtex: '@inproceedings{Melnikov_Hüllermeier_2019, title={Learning to Aggregate:
    Tackling the Aggregation/Disaggregation Problem for OWA}, DOI={<a href="https://doi.org/10.1016/j.jmva.2019.02.017">10.1016/j.jmva.2019.02.017</a>},
    booktitle={Proceedings ACML, Asian Conference on Machine Learning (Proceedings
    of Machine Learning Research, 101)}, author={Melnikov, Vitaly and Hüllermeier,
    Eyke}, year={2019} }'
  chicago: 'Melnikov, Vitaly, and Eyke Hüllermeier. “Learning to Aggregate: Tackling
    the Aggregation/Disaggregation Problem for OWA.” In <i>Proceedings ACML, Asian
    Conference on Machine Learning (Proceedings of Machine Learning Research, 101)</i>,
    2019. <a href="https://doi.org/10.1016/j.jmva.2019.02.017">https://doi.org/10.1016/j.jmva.2019.02.017</a>.'
  ieee: 'V. Melnikov and E. Hüllermeier, “Learning to Aggregate: Tackling the Aggregation/Disaggregation
    Problem for OWA,” in <i>Proceedings ACML, Asian Conference on Machine Learning
    (Proceedings of Machine Learning Research, 101)</i>, 2019.'
  mla: 'Melnikov, Vitaly, and Eyke Hüllermeier. “Learning to Aggregate: Tackling the
    Aggregation/Disaggregation Problem for OWA.” <i>Proceedings ACML, Asian Conference
    on Machine Learning (Proceedings of Machine Learning Research, 101)</i>, 2019,
    doi:<a href="https://doi.org/10.1016/j.jmva.2019.02.017">10.1016/j.jmva.2019.02.017</a>.'
  short: 'V. Melnikov, E. Hüllermeier, in: Proceedings ACML, Asian Conference on Machine
    Learning (Proceedings of Machine Learning Research, 101), 2019.'
date_created: 2019-11-15T10:43:26Z
date_updated: 2022-01-06T06:52:14Z
ddc:
- '000'
department:
- _id: '34'
- _id: '355'
- _id: '7'
doi: 10.1016/j.jmva.2019.02.017
file:
- access_level: open_access
  content_type: application/pdf
  creator: lettmann
  date_created: 2020-02-28T12:47:07Z
  date_updated: 2020-02-28T12:47:07Z
  file_id: '16156'
  file_name: learning-to-aggregate-owa.pdf
  file_size: 2331320
  relation: main_file
file_date_updated: 2020-02-28T12:47:07Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '1'
  name: SFB 901
publication: Proceedings ACML, Asian Conference on Machine Learning (Proceedings of
  Machine Learning Research, 101)
publication_status: published
status: public
title: 'Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem for
  OWA'
type: conference
user_id: '477'
year: '2019'
...
---
_id: '15009'
author:
- first_name: Nico
  full_name: Epple, Nico
  last_name: Epple
- first_name: Simone
  full_name: Dari, Simone
  last_name: Dari
- first_name: Ludwig
  full_name: Drees, Ludwig
  last_name: Drees
- first_name: Valentin
  full_name: Protschky, Valentin
  last_name: Protschky
- first_name: Andreas
  full_name: Riener, Andreas
  last_name: Riener
citation:
  ama: 'Epple N, Dari S, Drees L, Protschky V, Riener A. Influence of Cruise Control
    on Driver Guidance - a Comparison between System Generations and Countries. In:
    <i>2019 IEEE Intelligent Vehicles Symposium (IV)</i>. ; 2019. doi:<a href="https://doi.org/10.1109/ivs.2019.8814100">10.1109/ivs.2019.8814100</a>'
  apa: Epple, N., Dari, S., Drees, L., Protschky, V., &#38; Riener, A. (2019). Influence
    of Cruise Control on Driver Guidance - a Comparison between System Generations
    and Countries. In <i>2019 IEEE Intelligent Vehicles Symposium (IV)</i>. <a href="https://doi.org/10.1109/ivs.2019.8814100">https://doi.org/10.1109/ivs.2019.8814100</a>
  bibtex: '@inproceedings{Epple_Dari_Drees_Protschky_Riener_2019, title={Influence
    of Cruise Control on Driver Guidance - a Comparison between System Generations
    and Countries}, DOI={<a href="https://doi.org/10.1109/ivs.2019.8814100">10.1109/ivs.2019.8814100</a>},
    booktitle={2019 IEEE Intelligent Vehicles Symposium (IV)}, author={Epple, Nico
    and Dari, Simone and Drees, Ludwig and Protschky, Valentin and Riener, Andreas},
    year={2019} }'
  chicago: Epple, Nico, Simone Dari, Ludwig Drees, Valentin Protschky, and Andreas
    Riener. “Influence of Cruise Control on Driver Guidance - a Comparison between
    System Generations and Countries.” In <i>2019 IEEE Intelligent Vehicles Symposium
    (IV)</i>, 2019. <a href="https://doi.org/10.1109/ivs.2019.8814100">https://doi.org/10.1109/ivs.2019.8814100</a>.
  ieee: N. Epple, S. Dari, L. Drees, V. Protschky, and A. Riener, “Influence of Cruise
    Control on Driver Guidance - a Comparison between System Generations and Countries,”
    in <i>2019 IEEE Intelligent Vehicles Symposium (IV)</i>, 2019.
  mla: Epple, Nico, et al. “Influence of Cruise Control on Driver Guidance - a Comparison
    between System Generations and Countries.” <i>2019 IEEE Intelligent Vehicles Symposium
    (IV)</i>, 2019, doi:<a href="https://doi.org/10.1109/ivs.2019.8814100">10.1109/ivs.2019.8814100</a>.
  short: 'N. Epple, S. Dari, L. Drees, V. Protschky, A. Riener, in: 2019 IEEE Intelligent
    Vehicles Symposium (IV), 2019.'
date_created: 2019-11-15T10:54:04Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
doi: 10.1109/ivs.2019.8814100
language:
- iso: eng
publication: 2019 IEEE Intelligent Vehicles Symposium (IV)
publication_identifier:
  isbn:
  - '9781728105604'
publication_status: published
status: public
title: Influence of Cruise Control on Driver Guidance - a Comparison between System
  Generations and Countries
type: conference
user_id: '315'
year: '2019'
...
---
_id: '15011'
author:
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- 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: 'Tornede A, Wever MD, Hüllermeier E. Algorithm Selection as Recommendation:
    From Collaborative Filtering to Dyad Ranking. In: Hoffmann F, Hüllermeier E, Mikut
    R, eds. <i>Proceedings - 29. Workshop Computational Intelligence, Dortmund, 28.
    - 29. November 2019</i>. KIT Scientific Publishing, Karlsruhe; 2019:135-146.'
  apa: 'Tornede, A., Wever, M. D., &#38; Hüllermeier, E. (2019). Algorithm Selection
    as Recommendation: From Collaborative Filtering to Dyad Ranking. In F. Hoffmann,
    E. Hüllermeier, &#38; R. Mikut (Eds.), <i>Proceedings - 29. Workshop Computational
    Intelligence, Dortmund, 28. - 29. November 2019</i> (pp. 135–146). Dortmund: KIT
    Scientific Publishing, Karlsruhe.'
  bibtex: '@inproceedings{Tornede_Wever_Hüllermeier_2019, title={Algorithm Selection
    as Recommendation: From Collaborative Filtering to Dyad Ranking}, booktitle={Proceedings
    - 29. Workshop Computational Intelligence, Dortmund, 28. - 29. November 2019},
    publisher={KIT Scientific Publishing, Karlsruhe}, author={Tornede, Alexander and
    Wever, Marcel Dominik and Hüllermeier, Eyke}, editor={Hoffmann, Frank and Hüllermeier,
    Eyke and Mikut, RalfEditors}, year={2019}, pages={135–146} }'
  chicago: 'Tornede, Alexander, Marcel Dominik Wever, and Eyke Hüllermeier. “Algorithm
    Selection as Recommendation: From Collaborative Filtering to Dyad Ranking.” In
    <i>Proceedings - 29. Workshop Computational Intelligence, Dortmund, 28. - 29.
    November 2019</i>, edited by Frank Hoffmann, Eyke Hüllermeier, and Ralf Mikut,
    135–46. KIT Scientific Publishing, Karlsruhe, 2019.'
  ieee: 'A. Tornede, M. D. Wever, and E. Hüllermeier, “Algorithm Selection as Recommendation:
    From Collaborative Filtering to Dyad Ranking,” in <i>Proceedings - 29. Workshop
    Computational Intelligence, Dortmund, 28. - 29. November 2019</i>, Dortmund, 2019,
    pp. 135–146.'
  mla: 'Tornede, Alexander, et al. “Algorithm Selection as Recommendation: From Collaborative
    Filtering to Dyad Ranking.” <i>Proceedings - 29. Workshop Computational Intelligence,
    Dortmund, 28. - 29. November 2019</i>, edited by Frank Hoffmann et al., KIT Scientific
    Publishing, Karlsruhe, 2019, pp. 135–46.'
  short: 'A. Tornede, M.D. Wever, E. Hüllermeier, in: F. Hoffmann, E. Hüllermeier,
    R. Mikut (Eds.), Proceedings - 29. Workshop Computational Intelligence, Dortmund,
    28. - 29. November 2019, KIT Scientific Publishing, Karlsruhe, 2019, pp. 135–146.'
conference:
  end_date: 2019-11-29
  location: Dortmund
  name: 29. Workshop Computational Intelligence
  start_date: 2019-11-28
date_created: 2019-11-15T13:29:25Z
date_updated: 2022-01-06T06:52:14Z
ddc:
- '006'
department:
- _id: '355'
editor:
- first_name: Frank
  full_name: Hoffmann, Frank
  last_name: Hoffmann
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
- first_name: Ralf
  full_name: Mikut, Ralf
  last_name: Mikut
file:
- access_level: open_access
  content_type: application/pdf
  creator: ahetzer
  date_created: 2020-05-25T08:01:31Z
  date_updated: 2020-05-25T08:01:31Z
  file_id: '17060'
  file_name: ci_workshop_tornede.pdf
  file_size: 468825
  relation: main_file
file_date_updated: 2020-05-25T08:01:31Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 135-146
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings - 29. Workshop Computational Intelligence, Dortmund, 28.
  - 29. November 2019
publication_identifier:
  isbn:
  - 978-3-7315-0979-0
publication_status: published
publisher: KIT Scientific Publishing, Karlsruhe
status: public
title: 'Algorithm Selection as Recommendation: From Collaborative Filtering to Dyad
  Ranking'
type: conference
user_id: '38209'
year: '2019'
...
---
_id: '15013'
author:
- first_name: Klaus
  full_name: Brinker, Klaus
  last_name: Brinker
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Brinker K, Hüllermeier E. A Reduction of Label Ranking to Multiclass Classification.
    In: <i>Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge
    Discovery in Databases</i>. Würzburg, Germany; 2019.'
  apa: Brinker, K., &#38; Hüllermeier, E. (2019). A Reduction of Label Ranking to
    Multiclass Classification. In <i>Proceedings ECML/PKDD, European Conference on
    Machine Learning and Knowledge Discovery in Databases</i>. Würzburg, Germany.
  bibtex: '@inproceedings{Brinker_Hüllermeier_2019, place={Würzburg, Germany}, title={A
    Reduction of Label Ranking to Multiclass Classification}, booktitle={Proceedings
    ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in
    Databases}, author={Brinker, Klaus and Hüllermeier, Eyke}, year={2019} }'
  chicago: Brinker, Klaus, and Eyke Hüllermeier. “A Reduction of Label Ranking to
    Multiclass Classification.” In <i>Proceedings ECML/PKDD, European Conference on
    Machine Learning and Knowledge Discovery in Databases</i>. Würzburg, Germany,
    2019.
  ieee: K. Brinker and E. Hüllermeier, “A Reduction of Label Ranking to Multiclass
    Classification,” in <i>Proceedings ECML/PKDD, European Conference on Machine Learning
    and Knowledge Discovery in Databases</i>, 2019.
  mla: Brinker, Klaus, and Eyke Hüllermeier. “A Reduction of Label Ranking to Multiclass
    Classification.” <i>Proceedings ECML/PKDD, European Conference on Machine Learning
    and Knowledge Discovery in Databases</i>, 2019.
  short: 'K. Brinker, E. Hüllermeier, in: Proceedings ECML/PKDD, European Conference
    on Machine Learning and Knowledge Discovery in Databases, Würzburg, Germany, 2019.'
date_created: 2019-11-18T07:26:43Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
- _id: '7'
language:
- iso: eng
place: Würzburg, Germany
publication: Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge
  Discovery in Databases
status: public
title: A Reduction of Label Ranking to Multiclass Classification
type: conference
user_id: '315'
year: '2019'
...
---
_id: '15014'
author:
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Ines
  full_name: Couso, Ines
  last_name: Couso
- first_name: Sebastian
  full_name: Diestercke, Sebastian
  last_name: Diestercke
citation:
  ama: 'Hüllermeier E, Couso I, Diestercke S. Learning from Imprecise Data: Adjustments
    of Optimistic and Pessimistic Variants. In: <i>Proceedings SUM 2019, International
    Conference on Scalable Uncertainty Management</i>. ; 2019.'
  apa: 'Hüllermeier, E., Couso, I., &#38; Diestercke, S. (2019). Learning from Imprecise
    Data: Adjustments of Optimistic and Pessimistic Variants. In <i>Proceedings SUM
    2019, International Conference on Scalable Uncertainty Management</i>.'
  bibtex: '@inproceedings{Hüllermeier_Couso_Diestercke_2019, title={Learning from
    Imprecise Data: Adjustments of Optimistic and Pessimistic Variants}, booktitle={Proceedings
    SUM 2019, International Conference on Scalable Uncertainty Management}, author={Hüllermeier,
    Eyke and Couso, Ines and Diestercke, Sebastian}, year={2019} }'
  chicago: 'Hüllermeier, Eyke, Ines Couso, and Sebastian Diestercke. “Learning from
    Imprecise Data: Adjustments of Optimistic and Pessimistic Variants.” In <i>Proceedings
    SUM 2019, International Conference on Scalable Uncertainty Management</i>, 2019.'
  ieee: 'E. Hüllermeier, I. Couso, and S. Diestercke, “Learning from Imprecise Data:
    Adjustments of Optimistic and Pessimistic Variants,” in <i>Proceedings SUM 2019,
    International Conference on Scalable Uncertainty Management</i>, 2019.'
  mla: 'Hüllermeier, Eyke, et al. “Learning from Imprecise Data: Adjustments of Optimistic
    and Pessimistic Variants.” <i>Proceedings SUM 2019, International Conference on
    Scalable Uncertainty Management</i>, 2019.'
  short: 'E. Hüllermeier, I. Couso, S. Diestercke, in: Proceedings SUM 2019, International
    Conference on Scalable Uncertainty Management, 2019.'
date_created: 2019-11-18T07:38:13Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
- _id: '7'
language:
- iso: eng
publication: Proceedings SUM 2019, International Conference on Scalable Uncertainty
  Management
status: public
title: 'Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants'
type: conference
user_id: '315'
year: '2019'
...
---
_id: '15015'
author:
- first_name: Sascha
  full_name: Henzgen, Sascha
  last_name: Henzgen
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Henzgen S, Hüllermeier E. Mining Rank Data. <i>ACM Transactions on Knowledge
    Discovery from Data</i>. 2019:1-36. doi:<a href="https://doi.org/10.1145/3363572">10.1145/3363572</a>
  apa: Henzgen, S., &#38; Hüllermeier, E. (2019). Mining Rank Data. <i>ACM Transactions
    on Knowledge Discovery from Data</i>, 1–36. <a href="https://doi.org/10.1145/3363572">https://doi.org/10.1145/3363572</a>
  bibtex: '@article{Henzgen_Hüllermeier_2019, title={Mining Rank Data}, DOI={<a href="https://doi.org/10.1145/3363572">10.1145/3363572</a>},
    journal={ACM Transactions on Knowledge Discovery from Data}, author={Henzgen,
    Sascha and Hüllermeier, Eyke}, year={2019}, pages={1–36} }'
  chicago: Henzgen, Sascha, and Eyke Hüllermeier. “Mining Rank Data.” <i>ACM Transactions
    on Knowledge Discovery from Data</i>, 2019, 1–36. <a href="https://doi.org/10.1145/3363572">https://doi.org/10.1145/3363572</a>.
  ieee: S. Henzgen and E. Hüllermeier, “Mining Rank Data,” <i>ACM Transactions on
    Knowledge Discovery from Data</i>, pp. 1–36, 2019.
  mla: Henzgen, Sascha, and Eyke Hüllermeier. “Mining Rank Data.” <i>ACM Transactions
    on Knowledge Discovery from Data</i>, 2019, pp. 1–36, doi:<a href="https://doi.org/10.1145/3363572">10.1145/3363572</a>.
  short: S. Henzgen, E. Hüllermeier, ACM Transactions on Knowledge Discovery from
    Data (2019) 1–36.
date_created: 2019-11-18T07:40:27Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
- _id: '7'
doi: 10.1145/3363572
language:
- iso: eng
page: 1-36
publication: ACM Transactions on Knowledge Discovery from Data
publication_identifier:
  issn:
  - 1556-4681
publication_status: published
status: public
title: Mining Rank Data
type: journal_article
user_id: '315'
year: '2019'
...
