---
_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'
...
---
_id: '15024'
abstract:
- lang: eng
  text: Abstract. Within the scope of this study, an intrinsically lubricated deep
    drawing die fabricated via laser beam melting (LBM) is investigated. In contrast
    to the common objective of generating highly dense LBM components, this work endeavors
    to achieve intended micro-scale porosity. By utilizing permeable structures, in-process
    closed-loop control of lubrication during the forming operations is feasible.
    Based on a modified AM scan strategy, the required filigree, porous structures
    can be generated. Thus, in the present work three permeable specimens are additively
    generated from the maraging steel 1.2709. The cylindrical specimens are then analyzed
    via light microscopy (LM), microcomputer tomography (microCT), and with regard
    to the oil throughput rate. Subsequently, an intrinsically lubricated, AM deep
    drawing tool die is manufactured and experimentally tested. The findings reveal
    interesting results for deep drawn specimens with AM deep drawing dies.
author:
- first_name: Fabian
  full_name: Bader, Fabian
  id: '65204'
  last_name: Bader
- first_name: Florian
  full_name: Hengsbach, Florian
  last_name: Hengsbach
- first_name: Kay-Peter
  full_name: Hoyer, Kay-Peter
  last_name: Hoyer
- first_name: Werner
  full_name: Homberg, Werner
  last_name: Homberg
- first_name: Mirko
  full_name: Schaper, Mirko
  last_name: Schaper
citation:
  ama: 'Bader F, Hengsbach F, Hoyer K-P, Homberg W, Schaper M. Intrinsically lubricated
    tool inserts for deep drawing applications generated by selective laser melting.
    In: <i>PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING:
    ESAFORM 2019</i>. ; 2019. doi:<a href="https://doi.org/10.1063/1.5112720">10.1063/1.5112720</a>'
  apa: 'Bader, F., Hengsbach, F., Hoyer, K.-P., Homberg, W., &#38; Schaper, M. (2019).
    Intrinsically lubricated tool inserts for deep drawing applications generated
    by selective laser melting. In <i>PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM
    CONFERENCE ON MATERIAL FORMING: ESAFORM 2019</i>. <a href="https://doi.org/10.1063/1.5112720">https://doi.org/10.1063/1.5112720</a>'
  bibtex: '@inproceedings{Bader_Hengsbach_Hoyer_Homberg_Schaper_2019, title={Intrinsically
    lubricated tool inserts for deep drawing applications generated by selective laser
    melting}, DOI={<a href="https://doi.org/10.1063/1.5112720">10.1063/1.5112720</a>},
    booktitle={PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL
    FORMING: ESAFORM 2019}, author={Bader, Fabian and Hengsbach, Florian and Hoyer,
    Kay-Peter and Homberg, Werner and Schaper, Mirko}, year={2019} }'
  chicago: 'Bader, Fabian, Florian Hengsbach, Kay-Peter Hoyer, Werner Homberg, and
    Mirko Schaper. “Intrinsically Lubricated Tool Inserts for Deep Drawing Applications
    Generated by Selective Laser Melting.” In <i>PROCEEDINGS OF THE 22ND INTERNATIONAL
    ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019</i>, 2019. <a href="https://doi.org/10.1063/1.5112720">https://doi.org/10.1063/1.5112720</a>.'
  ieee: 'F. Bader, F. Hengsbach, K.-P. Hoyer, W. Homberg, and M. Schaper, “Intrinsically
    lubricated tool inserts for deep drawing applications generated by selective laser
    melting,” in <i>PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL
    FORMING: ESAFORM 2019</i>, 2019.'
  mla: 'Bader, Fabian, et al. “Intrinsically Lubricated Tool Inserts for Deep Drawing
    Applications Generated by Selective Laser Melting.” <i>PROCEEDINGS OF THE 22ND
    INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019</i>, 2019,
    doi:<a href="https://doi.org/10.1063/1.5112720">10.1063/1.5112720</a>.'
  short: 'F. Bader, F. Hengsbach, K.-P. Hoyer, W. Homberg, M. Schaper, in: PROCEEDINGS
    OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019,
    2019.'
date_created: 2019-11-18T13:08:22Z
date_updated: 2022-01-06T06:52:15Z
department:
- _id: '156'
- _id: '158'
doi: 10.1063/1.5112720
language:
- iso: eng
publication: 'PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL
  FORMING: ESAFORM 2019'
publication_status: published
status: public
title: Intrinsically lubricated tool inserts for deep drawing applications generated
  by selective laser melting
type: conference
user_id: '65204'
year: '2019'
...
---
_id: '15028'
abstract:
- lang: eng
  text: "Friction-spinning is an incremental forming process, which is accompanied
    by complex thermal and mechanical loads in the tool and the formed part. To influence
    the process temperature, two main process parameters, i.e. the rotation speed
    and the feed rate, can be adapted. With the objective to improve the tool performance
    and the quality of the workpiece, this study focuses on a coating concept for
    friction-spinning tools made of high speed steel (HS6 5 2C, 1.3343). On the one
    hand, atmospheric plasma sprayed (APS) Al2O3 and ZrO2-8Y2O3 coatings serve as
    a thermal insulator, and, on the other hand, physically vapor deposited (PVD)
    TiAlSi7.9N and CrAlSi7.5N films are applied to increase the hardness and wear
    resistance of the tools. In addition, duplex coatings, combining the APS and PVD
    technique, are synthesized to influence both the heat transfer and the tribological
    properties of friction-spinning tools.\r\nSubsequently, all coated tools are tested
    in a friction-spinning process to form flanges made of AW-6060 (AlMgSi   3.3206)
    tube materials. The tool temperatures are determined in-situ to investigate the
    impact of the tool coating on the process temperature. Compared to an uncoated
    tool, the alumina and zirconia coatings contribute to a reduction of the tool
    temperature by up to half, while the PVD films increase the hardness of the tool
    by 20 GPa. Furthermore, it is shown that the surface quality of thermally sprayed
    (TS) or PVD coated tools is directly related to the surface roughness of the resulting
    workpiece.\r\n"
author:
- first_name: Wolfgang
  full_name: Tillmann, Wolfgang
  last_name: Tillmann
- first_name: Alexander
  full_name: Fehr, Alexander
  last_name: Fehr
- first_name: Dominic
  full_name: Stangier, Dominic
  last_name: Stangier
- first_name: Markus
  full_name: Dildrop, Markus
  last_name: Dildrop
- first_name: Werner
  full_name: Homberg, Werner
  last_name: Homberg
- first_name: Benjamin
  full_name: Lossen, Benjamin
  last_name: Lossen
- first_name: Dina
  full_name: Hijazi, Dina
  id: '70700'
  last_name: Hijazi
citation:
  ama: Tillmann W, Fehr A, Stangier D, et al. Al2O3/ZrO2-8Y2O3 and (Cr,Ti)AlSiN tool
    coatings to influence the temperature and surface quality in friction-spinning
    processes. <i>Production Engineering</i>. 2019:449-457. doi:<a href="https://doi.org/10.1007/s11740-019-00899-y">10.1007/s11740-019-00899-y</a>
  apa: Tillmann, W., Fehr, A., Stangier, D., Dildrop, M., Homberg, W., Lossen, B.,
    &#38; Hijazi, D. (2019). Al2O3/ZrO2-8Y2O3 and (Cr,Ti)AlSiN tool coatings to influence
    the temperature and surface quality in friction-spinning processes. <i>Production
    Engineering</i>, 449–457. <a href="https://doi.org/10.1007/s11740-019-00899-y">https://doi.org/10.1007/s11740-019-00899-y</a>
  bibtex: '@article{Tillmann_Fehr_Stangier_Dildrop_Homberg_Lossen_Hijazi_2019, title={Al2O3/ZrO2-8Y2O3
    and (Cr,Ti)AlSiN tool coatings to influence the temperature and surface quality
    in friction-spinning processes}, DOI={<a href="https://doi.org/10.1007/s11740-019-00899-y">10.1007/s11740-019-00899-y</a>},
    journal={Production Engineering}, author={Tillmann, Wolfgang and Fehr, Alexander
    and Stangier, Dominic and Dildrop, Markus and Homberg, Werner and Lossen, Benjamin
    and Hijazi, Dina}, year={2019}, pages={449–457} }'
  chicago: Tillmann, Wolfgang, Alexander Fehr, Dominic Stangier, Markus Dildrop, Werner
    Homberg, Benjamin Lossen, and Dina Hijazi. “Al2O3/ZrO2-8Y2O3 and (Cr,Ti)AlSiN
    Tool Coatings to Influence the Temperature and Surface Quality in Friction-Spinning
    Processes.” <i>Production Engineering</i>, 2019, 449–57. <a href="https://doi.org/10.1007/s11740-019-00899-y">https://doi.org/10.1007/s11740-019-00899-y</a>.
  ieee: W. Tillmann <i>et al.</i>, “Al2O3/ZrO2-8Y2O3 and (Cr,Ti)AlSiN tool coatings
    to influence the temperature and surface quality in friction-spinning processes,”
    <i>Production Engineering</i>, pp. 449–457, 2019.
  mla: Tillmann, Wolfgang, et al. “Al2O3/ZrO2-8Y2O3 and (Cr,Ti)AlSiN Tool Coatings
    to Influence the Temperature and Surface Quality in Friction-Spinning Processes.”
    <i>Production Engineering</i>, 2019, pp. 449–57, doi:<a href="https://doi.org/10.1007/s11740-019-00899-y">10.1007/s11740-019-00899-y</a>.
  short: W. Tillmann, A. Fehr, D. Stangier, M. Dildrop, W. Homberg, B. Lossen, D.
    Hijazi, Production Engineering (2019) 449–457.
date_created: 2019-11-19T08:03:43Z
date_updated: 2022-01-06T06:52:15Z
doi: 10.1007/s11740-019-00899-y
language:
- iso: eng
page: 449-457
publication: Production Engineering
publication_identifier:
  issn:
  - 0944-6524
  - 1863-7353
publication_status: published
status: public
title: Al2O3/ZrO2-8Y2O3 and (Cr,Ti)AlSiN tool coatings to influence the temperature
  and surface quality in friction-spinning processes
type: journal_article
user_id: '70700'
year: '2019'
...
---
_id: '15030'
abstract:
- lang: eng
  text: Working-media-based forming processes (WMBF) represent a great potential regarding
    the production of complex sheet-metal lightweight components with excellent surface
    quality, shape accuracy and dimensional stability. The working-media-based forming
    processes characterize the sheet-metal forming process, where the sheet metal
    blank is formed during the forming process by means of a (quasi-)static or dynamic
    working media pressure into a contouring forming tool. Although the WMBF offers
    improved utilization of the formability of the used materials compared to conventional
    sheet metal forming processes, there are limits in the production of complex deeper
    or sharp edged components with (quasi-)static and dynamic WMBF processes, which
    can not be overcome by using these methods alone. In order to overcome this, multi-level
    WMBF process sequences for components with spherical and stepped geometries are
    developed in this work. Here the developed strategies combine the advantages of
    (quasi-)static and dynamic WMBF processes. Furthermore, based on analytical, experimental
    and numerical investigations, innovative process management strategies were derived,
    which completely compensate the local wall thickness changes, make better use
    of existing material resources and thus enable the safe production of mentioned
    geometries.
author:
- first_name: Eugen
  full_name: Djakow, Eugen
  id: '7904'
  last_name: Djakow
citation:
  ama: 'Djakow E. <i>Ein Beitrag zur kombinierten (quasi-)statischen und dynamischen
    Umformung von blechförmigen Halbzeugen</i>. Düren: Shaker; 2019. doi:<a href="https://doi.org/ISBN
    978-3-8440-6723-1">ISBN 978-3-8440-6723-1</a>'
  apa: 'Djakow, E. (2019). <i>Ein Beitrag zur kombinierten (quasi-)statischen und
    dynamischen Umformung von blechförmigen Halbzeugen</i>. Düren: Shaker. <a href="https://doi.org/ISBN
    978-3-8440-6723-1">https://doi.org/ISBN 978-3-8440-6723-1</a>'
  bibtex: '@book{Djakow_2019, place={Düren}, series={Paderborner Umformtechnik}, title={Ein
    Beitrag zur kombinierten (quasi-)statischen und dynamischen Umformung von blechförmigen
    Halbzeugen}, DOI={<a href="https://doi.org/ISBN 978-3-8440-6723-1">ISBN 978-3-8440-6723-1</a>},
    publisher={Shaker}, author={Djakow, Eugen}, year={2019}, collection={Paderborner
    Umformtechnik} }'
  chicago: 'Djakow, Eugen. <i>Ein Beitrag zur kombinierten (quasi-)statischen und
    dynamischen Umformung von blechförmigen Halbzeugen</i>. Paderborner Umformtechnik.
    Düren: Shaker, 2019. <a href="https://doi.org/ISBN 978-3-8440-6723-1">https://doi.org/ISBN
    978-3-8440-6723-1</a>.'
  ieee: 'E. Djakow, <i>Ein Beitrag zur kombinierten (quasi-)statischen und dynamischen
    Umformung von blechförmigen Halbzeugen</i>. Düren: Shaker, 2019.'
  mla: Djakow, Eugen. <i>Ein Beitrag zur kombinierten (quasi-)statischen und dynamischen
    Umformung von blechförmigen Halbzeugen</i>. Shaker, 2019, doi:<a href="https://doi.org/ISBN
    978-3-8440-6723-1">ISBN 978-3-8440-6723-1</a>.
  short: E. Djakow, Ein Beitrag zur kombinierten (quasi-)statischen und dynamischen
    Umformung von blechförmigen Halbzeugen, Shaker, Düren, 2019.
date_created: 2019-11-19T08:20:19Z
date_updated: 2022-01-06T06:52:15Z
doi: ISBN 978-3-8440-6723-1
keyword:
- High Speed Forming
language:
- iso: ger
page: '188'
place: Düren
publication_identifier:
  unknown:
  - ISBN 978-3-8440-6723-1
publication_status: published
publisher: Shaker
series_title: Paderborner Umformtechnik
status: public
title: Ein Beitrag zur kombinierten (quasi-)statischen und dynamischen Umformung von
  blechförmigen Halbzeugen
type: dissertation
user_id: '7904'
year: '2019'
...
---
_id: '15031'
author:
- first_name: M.
  full_name: Linnemann, M.
  last_name: Linnemann
- first_name: V.
  full_name: Psyk, V.
  last_name: Psyk
- first_name: Eugen
  full_name: Djakow, Eugen
  id: '7904'
  last_name: Djakow
- first_name: R.
  full_name: Springer, R.
  last_name: Springer
- first_name: W.
  full_name: Homberg, W.
  last_name: Homberg
- first_name: D.
  full_name: Landgrebe, D.
  last_name: Landgrebe
citation:
  ama: Linnemann M, Psyk V, Djakow E, Springer R, Homberg W, Landgrebe D. High-Speed
    Incremental Forming – New Technologies For Flexible Production Of Sheet Metal
    Parts. <i>Procedia Manufacturing</i>. 2019:21-26. doi:<a href="https://doi.org/10.1016/j.promfg.2018.12.038">10.1016/j.promfg.2018.12.038</a>
  apa: Linnemann, M., Psyk, V., Djakow, E., Springer, R., Homberg, W., &#38; Landgrebe,
    D. (2019). High-Speed Incremental Forming – New Technologies For Flexible Production
    Of Sheet Metal Parts. <i>Procedia Manufacturing</i>, 21–26. <a href="https://doi.org/10.1016/j.promfg.2018.12.038">https://doi.org/10.1016/j.promfg.2018.12.038</a>
  bibtex: '@article{Linnemann_Psyk_Djakow_Springer_Homberg_Landgrebe_2019, title={High-Speed
    Incremental Forming – New Technologies For Flexible Production Of Sheet Metal
    Parts}, DOI={<a href="https://doi.org/10.1016/j.promfg.2018.12.038">10.1016/j.promfg.2018.12.038</a>},
    journal={Procedia Manufacturing}, author={Linnemann, M. and Psyk, V. and Djakow,
    Eugen and Springer, R. and Homberg, W. and Landgrebe, D.}, year={2019}, pages={21–26}
    }'
  chicago: Linnemann, M., V. Psyk, Eugen Djakow, R. Springer, W. Homberg, and D. Landgrebe.
    “High-Speed Incremental Forming – New Technologies For Flexible Production Of
    Sheet Metal Parts.” <i>Procedia Manufacturing</i>, 2019, 21–26. <a href="https://doi.org/10.1016/j.promfg.2018.12.038">https://doi.org/10.1016/j.promfg.2018.12.038</a>.
  ieee: M. Linnemann, V. Psyk, E. Djakow, R. Springer, W. Homberg, and D. Landgrebe,
    “High-Speed Incremental Forming – New Technologies For Flexible Production Of
    Sheet Metal Parts,” <i>Procedia Manufacturing</i>, pp. 21–26, 2019.
  mla: Linnemann, M., et al. “High-Speed Incremental Forming – New Technologies For
    Flexible Production Of Sheet Metal Parts.” <i>Procedia Manufacturing</i>, 2019,
    pp. 21–26, doi:<a href="https://doi.org/10.1016/j.promfg.2018.12.038">10.1016/j.promfg.2018.12.038</a>.
  short: M. Linnemann, V. Psyk, E. Djakow, R. Springer, W. Homberg, D. Landgrebe,
    Procedia Manufacturing (2019) 21–26.
date_created: 2019-11-19T08:26:46Z
date_updated: 2022-01-06T06:52:15Z
doi: 10.1016/j.promfg.2018.12.038
language:
- iso: eng
page: 21-26
publication: Procedia Manufacturing
publication_identifier:
  issn:
  - 2351-9789
publication_status: published
status: public
title: High-Speed Incremental Forming – New Technologies For Flexible Production Of
  Sheet Metal Parts
type: journal_article
user_id: '7904'
year: '2019'
...
---
_id: '15036'
author:
- first_name: M.
  full_name: Piper, M.
  last_name: Piper
- first_name: A.
  full_name: Zibart, A.
  last_name: Zibart
- first_name: Eugen
  full_name: Djakow, Eugen
  id: '7904'
  last_name: Djakow
- first_name: R.
  full_name: Springer, R.
  last_name: Springer
- first_name: W.
  full_name: Homberg, W.
  last_name: Homberg
- first_name: E.Y.
  full_name: Kenig, E.Y.
  last_name: Kenig
citation:
  ama: 'Piper M, Zibart A, Djakow E, Springer R, Homberg W, Kenig EY. Heat transfer
    enhancement in pillow-plate heat exchangers with dimpled surfaces: A numerical
    study. <i>Applied Thermal Engineering</i>. 2019:142-146. doi:<a href="https://doi.org/10.1016/j.applthermaleng.2019.02.082">10.1016/j.applthermaleng.2019.02.082</a>'
  apa: 'Piper, M., Zibart, A., Djakow, E., Springer, R., Homberg, W., &#38; Kenig,
    E. Y. (2019). Heat transfer enhancement in pillow-plate heat exchangers with dimpled
    surfaces: A numerical study. <i>Applied Thermal Engineering</i>, 142–146. <a href="https://doi.org/10.1016/j.applthermaleng.2019.02.082">https://doi.org/10.1016/j.applthermaleng.2019.02.082</a>'
  bibtex: '@article{Piper_Zibart_Djakow_Springer_Homberg_Kenig_2019, title={Heat transfer
    enhancement in pillow-plate heat exchangers with dimpled surfaces: A numerical
    study}, DOI={<a href="https://doi.org/10.1016/j.applthermaleng.2019.02.082">10.1016/j.applthermaleng.2019.02.082</a>},
    journal={Applied Thermal Engineering}, author={Piper, M. and Zibart, A. and Djakow,
    Eugen and Springer, R. and Homberg, W. and Kenig, E.Y.}, year={2019}, pages={142–146}
    }'
  chicago: 'Piper, M., A. Zibart, Eugen Djakow, R. Springer, W. Homberg, and E.Y.
    Kenig. “Heat Transfer Enhancement in Pillow-Plate Heat Exchangers with Dimpled
    Surfaces: A Numerical Study.” <i>Applied Thermal Engineering</i>, 2019, 142–46.
    <a href="https://doi.org/10.1016/j.applthermaleng.2019.02.082">https://doi.org/10.1016/j.applthermaleng.2019.02.082</a>.'
  ieee: 'M. Piper, A. Zibart, E. Djakow, R. Springer, W. Homberg, and E. Y. Kenig,
    “Heat transfer enhancement in pillow-plate heat exchangers with dimpled surfaces:
    A numerical study,” <i>Applied Thermal Engineering</i>, pp. 142–146, 2019.'
  mla: 'Piper, M., et al. “Heat Transfer Enhancement in Pillow-Plate Heat Exchangers
    with Dimpled Surfaces: A Numerical Study.” <i>Applied Thermal Engineering</i>,
    2019, pp. 142–46, doi:<a href="https://doi.org/10.1016/j.applthermaleng.2019.02.082">10.1016/j.applthermaleng.2019.02.082</a>.'
  short: M. Piper, A. Zibart, E. Djakow, R. Springer, W. Homberg, E.Y. Kenig, Applied
    Thermal Engineering (2019) 142–146.
date_created: 2019-11-19T08:50:16Z
date_updated: 2022-01-06T06:52:15Z
doi: 10.1016/j.applthermaleng.2019.02.082
language:
- iso: eng
page: 142-146
publication: Applied Thermal Engineering
publication_identifier:
  issn:
  - 1359-4311
publication_status: published
status: public
title: 'Heat transfer enhancement in pillow-plate heat exchangers with dimpled surfaces:
  A numerical study'
type: journal_article
user_id: '7904'
year: '2019'
...
---
_id: '15080'
author:
- first_name: Rita
  full_name: Hartel, Rita
  id: '14961'
  last_name: Hartel
- first_name: Alexander
  full_name: Dunst, Alexander
  last_name: Dunst
citation:
  ama: 'Hartel R, Dunst A. How Good Is Good Enough? Establishing Quality Thresholds
    for the Automatic Text Analysis of Retro-Digitized Comics. In: <i>International
    Conference on Multimedia Modeling, MMM</i>. Springer; 2019:662-671. doi:<a href="https://doi.org/10.1007/978-3-030-05716-9_59">10.1007/978-3-030-05716-9_59</a>'
  apa: 'Hartel, R., &#38; Dunst, A. (2019). How Good Is Good Enough? Establishing
    Quality Thresholds for the Automatic Text Analysis of Retro-Digitized Comics.
    In <i>International Conference on Multimedia Modeling, MMM</i> (pp. 662–671).
    Thessaloniki, Greece: Springer. <a href="https://doi.org/10.1007/978-3-030-05716-9_59">https://doi.org/10.1007/978-3-030-05716-9_59</a>'
  bibtex: '@inproceedings{Hartel_Dunst_2019, title={How Good Is Good Enough? Establishing
    Quality Thresholds for the Automatic Text Analysis of Retro-Digitized Comics},
    DOI={<a href="https://doi.org/10.1007/978-3-030-05716-9_59">10.1007/978-3-030-05716-9_59</a>},
    booktitle={International Conference on Multimedia Modeling, MMM}, publisher={Springer},
    author={Hartel, Rita and Dunst, Alexander}, year={2019}, pages={662–671} }'
  chicago: Hartel, Rita, and Alexander Dunst. “How Good Is Good Enough? Establishing
    Quality Thresholds for the Automatic Text Analysis of Retro-Digitized Comics.”
    In <i>International Conference on Multimedia Modeling, MMM</i>, 662–71. Springer,
    2019. <a href="https://doi.org/10.1007/978-3-030-05716-9_59">https://doi.org/10.1007/978-3-030-05716-9_59</a>.
  ieee: R. Hartel and A. Dunst, “How Good Is Good Enough? Establishing Quality Thresholds
    for the Automatic Text Analysis of Retro-Digitized Comics,” in <i>International
    Conference on Multimedia Modeling, MMM</i>, Thessaloniki, Greece, 2019, pp. 662–671.
  mla: Hartel, Rita, and Alexander Dunst. “How Good Is Good Enough? Establishing Quality
    Thresholds for the Automatic Text Analysis of Retro-Digitized Comics.” <i>International
    Conference on Multimedia Modeling, MMM</i>, Springer, 2019, pp. 662–71, doi:<a
    href="https://doi.org/10.1007/978-3-030-05716-9_59">10.1007/978-3-030-05716-9_59</a>.
  short: 'R. Hartel, A. Dunst, in: International Conference on Multimedia Modeling,
    MMM, Springer, 2019, pp. 662–671.'
conference:
  location: Thessaloniki, Greece
date_created: 2019-11-21T14:42:25Z
date_updated: 2022-01-06T06:52:15Z
department:
- _id: '69'
doi: 10.1007/978-3-030-05716-9_59
language:
- iso: eng
page: 662-671
publication: International Conference on Multimedia Modeling, MMM
publication_identifier:
  isbn:
  - '9783030057152'
  - '9783030057169'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer
status: public
title: How Good Is Good Enough? Establishing Quality Thresholds for the Automatic
  Text Analysis of Retro-Digitized Comics
type: conference
user_id: '14961'
year: '2019'
...
---
_id: '15121'
author:
- first_name: Lukas
  full_name: Bolenz, Lukas
  id: '65478'
  last_name: Bolenz
- first_name: Florian
  full_name: Fischer, Florian
  last_name: Fischer
- first_name: Dominique
  full_name: Toye, Dominique
  last_name: Toye
- first_name: Eugeny
  full_name: Kenig, Eugeny
  id: '665'
  last_name: Kenig
citation:
  ama: Bolenz L, Fischer F, Toye D, Kenig E. Tomographische Untersuchung der Fluiddynamik
    viskoser Systeme in Packungskolonnen. <i>Chemie Ingenieur Technik</i>. 2019:1892-1896.
    doi:<a href="https://doi.org/10.1002/cite.201900077">10.1002/cite.201900077</a>
  apa: Bolenz, L., Fischer, F., Toye, D., &#38; Kenig, E. (2019). Tomographische Untersuchung
    der Fluiddynamik viskoser Systeme in Packungskolonnen. <i>Chemie Ingenieur Technik</i>,
    1892–1896. <a href="https://doi.org/10.1002/cite.201900077">https://doi.org/10.1002/cite.201900077</a>
  bibtex: '@article{Bolenz_Fischer_Toye_Kenig_2019, title={Tomographische Untersuchung
    der Fluiddynamik viskoser Systeme in Packungskolonnen}, DOI={<a href="https://doi.org/10.1002/cite.201900077">10.1002/cite.201900077</a>},
    journal={Chemie Ingenieur Technik}, author={Bolenz, Lukas and Fischer, Florian
    and Toye, Dominique and Kenig, Eugeny}, year={2019}, pages={1892–1896} }'
  chicago: Bolenz, Lukas, Florian Fischer, Dominique Toye, and Eugeny Kenig. “Tomographische
    Untersuchung der Fluiddynamik viskoser Systeme in Packungskolonnen.” <i>Chemie
    Ingenieur Technik</i>, 2019, 1892–96. <a href="https://doi.org/10.1002/cite.201900077">https://doi.org/10.1002/cite.201900077</a>.
  ieee: L. Bolenz, F. Fischer, D. Toye, and E. Kenig, “Tomographische Untersuchung
    der Fluiddynamik viskoser Systeme in Packungskolonnen,” <i>Chemie Ingenieur Technik</i>,
    pp. 1892–1896, 2019.
  mla: Bolenz, Lukas, et al. “Tomographische Untersuchung der Fluiddynamik viskoser
    Systeme in Packungskolonnen.” <i>Chemie Ingenieur Technik</i>, 2019, pp. 1892–96,
    doi:<a href="https://doi.org/10.1002/cite.201900077">10.1002/cite.201900077</a>.
  short: L. Bolenz, F. Fischer, D. Toye, E. Kenig, Chemie Ingenieur Technik (2019)
    1892–1896.
date_created: 2019-11-22T08:02:05Z
date_updated: 2022-01-06T06:52:15Z
department:
- _id: '9'
- _id: '145'
doi: 10.1002/cite.201900077
language:
- iso: ger
page: 1892-1896
publication: Chemie Ingenieur Technik
publication_identifier:
  issn:
  - 0009-286X
  - 1522-2640
publication_status: published
status: public
title: Tomographische Untersuchung der Fluiddynamik viskoser Systeme in Packungskolonnen
type: journal_article
user_id: '65478'
year: '2019'
...
---
_id: '15123'
author:
- first_name: Lukas
  full_name: Bolenz, Lukas
  id: '65478'
  last_name: Bolenz
- first_name: Dominique
  full_name: Toye, Dominique
  last_name: Toye
- first_name: Eugeny
  full_name: Kenig, Eugeny
  id: '665'
  last_name: Kenig
citation:
  ama: 'Bolenz L, Toye D, Kenig E. Liquid Flow Morphology of Viscous Systems in Structured
    Packings: Investigations by X-ray Tomography. <i>Chemical Engineering Transactions</i>.
    2019;74:913-918. doi:<a href="https://doi.org/10.3303/CET1974153">10.3303/CET1974153</a>'
  apa: 'Bolenz, L., Toye, D., &#38; Kenig, E. (2019). Liquid Flow Morphology of Viscous
    Systems in Structured Packings: Investigations by X-ray Tomography. <i>Chemical
    Engineering Transactions</i>, <i>74</i>, 913–918. <a href="https://doi.org/10.3303/CET1974153">https://doi.org/10.3303/CET1974153</a>'
  bibtex: '@article{Bolenz_Toye_Kenig_2019, title={Liquid Flow Morphology of Viscous
    Systems in Structured Packings: Investigations by X-ray Tomography}, volume={74},
    DOI={<a href="https://doi.org/10.3303/CET1974153">10.3303/CET1974153</a>}, journal={Chemical
    Engineering Transactions}, author={Bolenz, Lukas and Toye, Dominique and Kenig,
    Eugeny}, year={2019}, pages={913–918} }'
  chicago: 'Bolenz, Lukas, Dominique Toye, and Eugeny Kenig. “Liquid Flow Morphology
    of Viscous Systems in Structured Packings: Investigations by X-Ray Tomography.”
    <i>Chemical Engineering Transactions</i> 74 (2019): 913–18. <a href="https://doi.org/10.3303/CET1974153">https://doi.org/10.3303/CET1974153</a>.'
  ieee: 'L. Bolenz, D. Toye, and E. Kenig, “Liquid Flow Morphology of Viscous Systems
    in Structured Packings: Investigations by X-ray Tomography,” <i>Chemical Engineering
    Transactions</i>, vol. 74, pp. 913–918, 2019.'
  mla: 'Bolenz, Lukas, et al. “Liquid Flow Morphology of Viscous Systems in Structured
    Packings: Investigations by X-Ray Tomography.” <i>Chemical Engineering Transactions</i>,
    vol. 74, 2019, pp. 913–18, doi:<a href="https://doi.org/10.3303/CET1974153">10.3303/CET1974153</a>.'
  short: L. Bolenz, D. Toye, E. Kenig, Chemical Engineering Transactions 74 (2019)
    913–918.
date_created: 2019-11-22T08:10:22Z
date_updated: 2022-01-06T06:52:15Z
department:
- _id: '9'
- _id: '145'
doi: 10.3303/CET1974153
intvolume: '        74'
language:
- iso: eng
page: 913-918
publication: Chemical Engineering Transactions
publication_status: published
status: public
title: 'Liquid Flow Morphology of Viscous Systems in Structured Packings: Investigations
  by X-ray Tomography'
type: journal_article
user_id: '65478'
volume: 74
year: '2019'
...
