---
_id: '10315'
author:
- first_name: E.
  full_name: Montanés, E.
  last_name: Montanés
- first_name: Robin
  full_name: Senge, Robin
  last_name: Senge
- first_name: J.
  full_name: Barranquero, J.
  last_name: Barranquero
- first_name: J.R.
  full_name: Quevedo, J.R.
  last_name: Quevedo
- first_name: J.J.
  full_name: Del Coz, J.J.
  last_name: Del Coz
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Montanés E, Senge R, Barranquero J, Quevedo JR, Del Coz JJ, Hüllermeier E.
    Dependent binary relevance models for multi-label classification. <i>Pattern Recognition</i>.
    2014;47(3):1494-1508.
  apa: Montanés, E., Senge, R., Barranquero, J., Quevedo, J. R., Del Coz, J. J., &#38;
    Hüllermeier, E. (2014). Dependent binary relevance models for multi-label classification.
    <i>Pattern Recognition</i>, <i>47</i>(3), 1494–1508.
  bibtex: '@article{Montanés_Senge_Barranquero_Quevedo_Del Coz_Hüllermeier_2014, title={Dependent
    binary relevance models for multi-label classification}, volume={47}, number={3},
    journal={Pattern Recognition}, author={Montanés, E. and Senge, Robin and Barranquero,
    J. and Quevedo, J.R. and Del Coz, J.J. and Hüllermeier, Eyke}, year={2014}, pages={1494–1508}
    }'
  chicago: 'Montanés, E., Robin Senge, J. Barranquero, J.R. Quevedo, J.J. Del Coz,
    and Eyke Hüllermeier. “Dependent Binary Relevance Models for Multi-Label Classification.”
    <i>Pattern Recognition</i> 47, no. 3 (2014): 1494–1508.'
  ieee: E. Montanés, R. Senge, J. Barranquero, J. R. Quevedo, J. J. Del Coz, and E.
    Hüllermeier, “Dependent binary relevance models for multi-label classification,”
    <i>Pattern Recognition</i>, vol. 47, no. 3, pp. 1494–1508, 2014.
  mla: Montanés, E., et al. “Dependent Binary Relevance Models for Multi-Label Classification.”
    <i>Pattern Recognition</i>, vol. 47, no. 3, 2014, pp. 1494–508.
  short: E. Montanés, R. Senge, J. Barranquero, J.R. Quevedo, J.J. Del Coz, E. Hüllermeier,
    Pattern Recognition 47 (2014) 1494–1508.
date_created: 2019-06-26T11:40:07Z
date_updated: 2022-01-06T06:50:36Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '        47'
issue: '3'
language:
- iso: eng
page: 1494-1508
publication: Pattern Recognition
status: public
title: Dependent binary relevance models for multi-label classification
type: journal_article
user_id: '49109'
volume: 47
year: '2014'
...
---
_id: '10316'
author:
- first_name: G.
  full_name: Krempl, G.
  last_name: Krempl
- first_name: I.
  full_name: Zliobaite, I.
  last_name: Zliobaite
- first_name: D.
  full_name: Brzezinski, D.
  last_name: Brzezinski
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: M.
  full_name: Last, M.
  last_name: Last
- first_name: V.
  full_name: Lemaire, V.
  last_name: Lemaire
- first_name: T.
  full_name: Noack, T.
  last_name: Noack
- first_name: Ammar
  full_name: Shaker, Ammar
  last_name: Shaker
- first_name: S.
  full_name: Sievi, S.
  last_name: Sievi
- first_name: M.
  full_name: Spiliopoulou, M.
  last_name: Spiliopoulou
- first_name: J.
  full_name: Stefanowski, J.
  last_name: Stefanowski
citation:
  ama: Krempl G, Zliobaite I, Brzezinski D, et al. Open challenges for data stream
    mining research. <i>SIGKDD Explorations</i>. 2014;16(1):1-10.
  apa: Krempl, G., Zliobaite, I., Brzezinski, D., Hüllermeier, E., Last, M., Lemaire,
    V., … Stefanowski, J. (2014). Open challenges for data stream mining research.
    <i>SIGKDD Explorations</i>, <i>16</i>(1), 1–10.
  bibtex: '@article{Krempl_Zliobaite_Brzezinski_Hüllermeier_Last_Lemaire_Noack_Shaker_Sievi_Spiliopoulou_et
    al._2014, title={Open challenges for data stream mining research}, volume={16},
    number={1}, journal={SIGKDD Explorations}, author={Krempl, G. and Zliobaite, I.
    and Brzezinski, D. and Hüllermeier, Eyke and Last, M. and Lemaire, V. and Noack,
    T. and Shaker, Ammar and Sievi, S. and Spiliopoulou, M. and et al.}, year={2014},
    pages={1–10} }'
  chicago: 'Krempl, G., I. Zliobaite, D. Brzezinski, Eyke Hüllermeier, M. Last, V.
    Lemaire, T. Noack, et al. “Open Challenges for Data Stream Mining Research.” <i>SIGKDD
    Explorations</i> 16, no. 1 (2014): 1–10.'
  ieee: G. Krempl <i>et al.</i>, “Open challenges for data stream mining research,”
    <i>SIGKDD Explorations</i>, vol. 16, no. 1, pp. 1–10, 2014.
  mla: Krempl, G., et al. “Open Challenges for Data Stream Mining Research.” <i>SIGKDD
    Explorations</i>, vol. 16, no. 1, 2014, pp. 1–10.
  short: G. Krempl, I. Zliobaite, D. Brzezinski, E. Hüllermeier, M. Last, V. Lemaire,
    T. Noack, A. Shaker, S. Sievi, M. Spiliopoulou, J. Stefanowski, SIGKDD Explorations
    16 (2014) 1–10.
date_created: 2019-06-26T11:59:15Z
date_updated: 2022-01-06T06:50:36Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '        16'
issue: '1'
language:
- iso: eng
page: 1-10
publication: SIGKDD Explorations
status: public
title: Open challenges for data stream mining research
type: journal_article
user_id: '49109'
volume: 16
year: '2014'
...
---
_id: '10317'
author:
- first_name: T.
  full_name: Krotzky, T.
  last_name: Krotzky
- first_name: T.
  full_name: Fober, T.
  last_name: Fober
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: G.
  full_name: Klebe, G.
  last_name: Klebe
citation:
  ama: Krotzky T, Fober T, Hüllermeier E, Klebe G. Extended Graph-Based Models for
    Enhanced Similarity Search in Cavbase. <i>IEEE/ACM Trans Comput Biology Bioinform</i>.
    2014;11(5):878-890.
  apa: Krotzky, T., Fober, T., Hüllermeier, E., &#38; Klebe, G. (2014). Extended Graph-Based
    Models for Enhanced Similarity Search in Cavbase. <i>IEEE/ACM Trans. Comput. Biology
    Bioinform.</i>, <i>11</i>(5), 878–890.
  bibtex: '@article{Krotzky_Fober_Hüllermeier_Klebe_2014, title={Extended Graph-Based
    Models for Enhanced Similarity Search in Cavbase}, volume={11}, number={5}, journal={IEEE/ACM
    Trans. Comput. Biology Bioinform.}, author={Krotzky, T. and Fober, T. and Hüllermeier,
    Eyke and Klebe, G.}, year={2014}, pages={878–890} }'
  chicago: 'Krotzky, T., T. Fober, Eyke Hüllermeier, and G. Klebe. “Extended Graph-Based
    Models for Enhanced Similarity Search in Cavbase.” <i>IEEE/ACM Trans. Comput.
    Biology Bioinform.</i> 11, no. 5 (2014): 878–90.'
  ieee: T. Krotzky, T. Fober, E. Hüllermeier, and G. Klebe, “Extended Graph-Based
    Models for Enhanced Similarity Search in Cavbase,” <i>IEEE/ACM Trans. Comput.
    Biology Bioinform.</i>, vol. 11, no. 5, pp. 878–890, 2014.
  mla: Krotzky, T., et al. “Extended Graph-Based Models for Enhanced Similarity Search
    in Cavbase.” <i>IEEE/ACM Trans. Comput. Biology Bioinform.</i>, vol. 11, no. 5,
    2014, pp. 878–90.
  short: T. Krotzky, T. Fober, E. Hüllermeier, G. Klebe, IEEE/ACM Trans. Comput. Biology
    Bioinform. 11 (2014) 878–890.
date_created: 2019-06-26T12:04:48Z
date_updated: 2022-01-06T06:50:36Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '        11'
issue: '5'
language:
- iso: eng
page: 878-890
publication: IEEE/ACM Trans. Comput. Biology Bioinform.
status: public
title: Extended Graph-Based Models for Enhanced Similarity Search in Cavbase
type: journal_article
user_id: '49109'
volume: 11
year: '2014'
...
---
_id: '10318'
author:
- first_name: M.
  full_name: Stock, M.
  last_name: Stock
- first_name: T.
  full_name: Fober, T.
  last_name: Fober
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: S,
  full_name: Glinca, S,
  last_name: Glinca
- first_name: G.
  full_name: Klebe, G.
  last_name: Klebe
- first_name: T.
  full_name: Pahikkala, T.
  last_name: Pahikkala
- first_name: A.
  full_name: Airola, A.
  last_name: Airola
- first_name: B.
  full_name: De Baets, B.
  last_name: De Baets
- first_name: W.
  full_name: Wageman, W.
  last_name: Wageman
citation:
  ama: Stock M, Fober T, Hüllermeier E, et al. Identification of Functionally Releated
    Enzymes by Learning to Rank Methods. <i>IEEE/ACM Trans Comput Biology Bioinform</i>.
    2014;11(6):1157-1169.
  apa: Stock, M., Fober, T., Hüllermeier, E., Glinca, S., Klebe, G., Pahikkala, T.,
    … Wageman, W. (2014). Identification of Functionally Releated Enzymes by Learning
    to Rank Methods. <i>IEEE/ACM Trans. Comput. Biology Bioinform.</i>, <i>11</i>(6),
    1157–1169.
  bibtex: '@article{Stock_Fober_Hüllermeier_Glinca_Klebe_Pahikkala_Airola_De Baets_Wageman_2014,
    title={Identification of Functionally Releated Enzymes by Learning to Rank Methods},
    volume={11}, number={6}, journal={IEEE/ACM Trans. Comput. Biology Bioinform.},
    author={Stock, M. and Fober, T. and Hüllermeier, Eyke and Glinca, S and Klebe,
    G. and Pahikkala, T. and Airola, A. and De Baets, B. and Wageman, W.}, year={2014},
    pages={1157–1169} }'
  chicago: 'Stock, M., T. Fober, Eyke Hüllermeier, S Glinca, G. Klebe, T. Pahikkala,
    A. Airola, B. De Baets, and W. Wageman. “Identification of Functionally Releated
    Enzymes by Learning to Rank Methods.” <i>IEEE/ACM Trans. Comput. Biology Bioinform.</i>
    11, no. 6 (2014): 1157–69.'
  ieee: M. Stock <i>et al.</i>, “Identification of Functionally Releated Enzymes by
    Learning to Rank Methods,” <i>IEEE/ACM Trans. Comput. Biology Bioinform.</i>,
    vol. 11, no. 6, pp. 1157–1169, 2014.
  mla: Stock, M., et al. “Identification of Functionally Releated Enzymes by Learning
    to Rank Methods.” <i>IEEE/ACM Trans. Comput. Biology Bioinform.</i>, vol. 11,
    no. 6, 2014, pp. 1157–69.
  short: M. Stock, T. Fober, E. Hüllermeier, S. Glinca, G. Klebe, T. Pahikkala, A.
    Airola, B. De Baets, W. Wageman, IEEE/ACM Trans. Comput. Biology Bioinform. 11
    (2014) 1157–1169.
date_created: 2019-06-26T12:11:13Z
date_updated: 2022-01-06T06:50:36Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '        11'
issue: '6'
language:
- iso: eng
page: 1157-1169
publication: IEEE/ACM Trans. Comput. Biology Bioinform.
status: public
title: Identification of Functionally Releated Enzymes by Learning to Rank Methods
type: journal_article
user_id: '49109'
volume: 11
year: '2014'
...
---
_id: '10309'
author:
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Hüllermeier E. Rejoinder on “Learning from imprecise and fuzzy observations:
    Data disambiguation through generalized loss minimization.” <i>Int J Approx Reasoning</i>.
    2014;55(7):1609-1613.'
  apa: 'Hüllermeier, E. (2014). Rejoinder on “Learning from imprecise and fuzzy observations:
    Data disambiguation through generalized loss minimization.” <i>Int. J. Approx.
    Reasoning</i>, <i>55</i>(7), 1609–1613.'
  bibtex: '@article{Hüllermeier_2014, title={Rejoinder on “Learning from imprecise
    and fuzzy observations: Data disambiguation through generalized loss minimization”},
    volume={55}, number={7}, journal={Int. J. Approx. Reasoning}, author={Hüllermeier,
    Eyke}, year={2014}, pages={1609–1613} }'
  chicago: 'Hüllermeier, Eyke. “Rejoinder on ‘Learning from Imprecise and Fuzzy Observations:
    Data Disambiguation through Generalized Loss Minimization.’” <i>Int. J. Approx.
    Reasoning</i> 55, no. 7 (2014): 1609–13.'
  ieee: 'E. Hüllermeier, “Rejoinder on ‘Learning from imprecise and fuzzy observations:
    Data disambiguation through generalized loss minimization,’” <i>Int. J. Approx.
    Reasoning</i>, vol. 55, no. 7, pp. 1609–1613, 2014.'
  mla: 'Hüllermeier, Eyke. “Rejoinder on ‘Learning from Imprecise and Fuzzy Observations:
    Data Disambiguation through Generalized Loss Minimization.’” <i>Int. J. Approx.
    Reasoning</i>, vol. 55, no. 7, 2014, pp. 1609–13.'
  short: E. Hüllermeier, Int. J. Approx. Reasoning 55 (2014) 1609–1613.
date_created: 2019-06-26T11:12:38Z
date_updated: 2026-03-10T10:58:24Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '        55'
issue: '7'
language:
- iso: eng
page: 1609-1613
publication: Int. J. Approx. Reasoning
status: public
title: 'Rejoinder on "Learning from imprecise and fuzzy observations: Data disambiguation
  through generalized loss minimization"'
type: journal_article
user_id: '14972'
volume: 55
year: '2014'
...
---
_id: '485'
abstract:
- lang: eng
  text: Software composition has been studied as a subject of state based planning
    for decades. Existing composition approaches that are efficient enough to be used
    in practice are limited to sequential arrangements of software components. This
    restriction dramatically reduces the number of composition problems that can be
    solved. However, there are many composition problems that could be solved by existing
    approaches if they had a possibility to combine components in very simple non-sequential
    ways. To this end, we present an approach that arranges not only basic components
    but also composite components. Composite components enhance the structure of the
    composition by conditional control flows. Through algorithms that are written
    by experts, composite components are automatically generated before the composition
    process starts. Therefore, our approach is not a substitute for existing composition
    algorithms but complements them with a preprocessing step. We verified the validity
    of our approach through implementation of the presented algorithms.
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Hans
  full_name: Kleine Büning, Hans
  last_name: Kleine Büning
citation:
  ama: 'Mohr F, Kleine Büning H. Semi-Automated Software Composition Through Generated
    Components. In: <i>Proceedings of the 15th International Conference on Information
    Integration and Web-Based Applications &#38; Services (IiWAS)</i>. ; 2013:676-680.
    doi:<a href="https://doi.org/10.1145/2539150.2539235">10.1145/2539150.2539235</a>'
  apa: Mohr, F., &#38; Kleine Büning, H. (2013). Semi-Automated Software Composition
    Through Generated Components. In <i>Proceedings of the 15th International Conference
    on Information Integration and Web-based Applications &#38; Services (iiWAS)</i>
    (pp. 676–680). <a href="https://doi.org/10.1145/2539150.2539235">https://doi.org/10.1145/2539150.2539235</a>
  bibtex: '@inproceedings{Mohr_Kleine Büning_2013, title={Semi-Automated Software
    Composition Through Generated Components}, DOI={<a href="https://doi.org/10.1145/2539150.2539235">10.1145/2539150.2539235</a>},
    booktitle={Proceedings of the 15th International Conference on Information Integration
    and Web-based Applications &#38; Services (iiWAS)}, author={Mohr, Felix and Kleine
    Büning, Hans}, year={2013}, pages={676–680} }'
  chicago: Mohr, Felix, and Hans Kleine Büning. “Semi-Automated Software Composition
    Through Generated Components.” In <i>Proceedings of the 15th International Conference
    on Information Integration and Web-Based Applications &#38; Services (IiWAS)</i>,
    676–80, 2013. <a href="https://doi.org/10.1145/2539150.2539235">https://doi.org/10.1145/2539150.2539235</a>.
  ieee: F. Mohr and H. Kleine Büning, “Semi-Automated Software Composition Through
    Generated Components,” in <i>Proceedings of the 15th International Conference
    on Information Integration and Web-based Applications &#38; Services (iiWAS)</i>,
    2013, pp. 676–680.
  mla: Mohr, Felix, and Hans Kleine Büning. “Semi-Automated Software Composition Through
    Generated Components.” <i>Proceedings of the 15th International Conference on
    Information Integration and Web-Based Applications &#38; Services (IiWAS)</i>,
    2013, pp. 676–80, doi:<a href="https://doi.org/10.1145/2539150.2539235">10.1145/2539150.2539235</a>.
  short: 'F. Mohr, H. Kleine Büning, in: Proceedings of the 15th International Conference
    on Information Integration and Web-Based Applications &#38; Services (IiWAS),
    2013, pp. 676–680.'
date_created: 2017-10-17T12:42:26Z
date_updated: 2022-01-06T07:01:27Z
ddc:
- '040'
department:
- _id: '355'
doi: 10.1145/2539150.2539235
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-15T13:56:49Z
  date_updated: 2018-03-15T13:56:49Z
  file_id: '1318'
  file_name: 485-paper86_mohr.pdf
  file_size: 368152
  relation: main_file
  success: 1
file_date_updated: 2018-03-15T13:56:49Z
has_accepted_license: '1'
language:
- iso: eng
page: 676-680
project:
- _id: '1'
  name: SFB 901
- _id: '10'
  name: SFB 901 - Subprojekt B2
- _id: '3'
  name: SFB 901 - Project Area B
publication: Proceedings of the 15th International Conference on Information Integration
  and Web-based Applications & Services (iiWAS)
status: public
title: Semi-Automated Software Composition Through Generated Components
type: conference
user_id: '477'
year: '2013'
...
---
_id: '495'
abstract:
- lang: eng
  text: Automated service composition has been studied as a subject of state based
    planning for a decade. A great deal of service composition tasks can only be solved
    if concrete output values of the services are considered in the composition process.
    However, the fact that those values are not known before runtime leads to nondeterministic
    planning problems, which have proven to be notoriously difficult in practical
    automated service composition applications. Even though this problem is frequently
    recognized, it has still received remarkably few attention and remains unsolved.This
    paper shows how nondeterminism in automated service composition can be reduced.
    We introduce context rules as a means to derive semantic knowledge from output
    values of services. These rules enable us to replace nondeterministic composition
    operations by less nondeterministic or even completely deterministic ones. We
    show the validity of our solutions not only theoretically but also have evaluated
    them practically through implementation.
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Theodor
  full_name: Lettmann, Theodor
  id: '315'
  last_name: Lettmann
  orcid: 0000-0001-5859-2457
- first_name: Hans
  full_name: Kleine Büning, Hans
  last_name: Kleine Büning
citation:
  ama: 'Mohr F, Lettmann T, Kleine Büning H. Reducing Nondeterminism in Automated
    Service Composition. In: <i>Proceedings of the 6th International Conference on
    Service Oriented Computing and Applications (SOCA)</i>. ; 2013:154-161. doi:<a
    href="https://doi.org/10.1109/SOCA.2013.25">10.1109/SOCA.2013.25</a>'
  apa: Mohr, F., Lettmann, T., &#38; Kleine Büning, H. (2013). Reducing Nondeterminism
    in Automated Service Composition. In <i>Proceedings of the 6th International Conference
    on Service Oriented Computing and Applications (SOCA)</i> (pp. 154–161). <a href="https://doi.org/10.1109/SOCA.2013.25">https://doi.org/10.1109/SOCA.2013.25</a>
  bibtex: '@inproceedings{Mohr_Lettmann_Kleine Büning_2013, title={Reducing Nondeterminism
    in Automated Service Composition}, DOI={<a href="https://doi.org/10.1109/SOCA.2013.25">10.1109/SOCA.2013.25</a>},
    booktitle={Proceedings of the 6th International Conference on Service Oriented
    Computing and Applications (SOCA)}, author={Mohr, Felix and Lettmann, Theodor
    and Kleine Büning, Hans}, year={2013}, pages={154–161} }'
  chicago: Mohr, Felix, Theodor Lettmann, and Hans Kleine Büning. “Reducing Nondeterminism
    in Automated Service Composition.” In <i>Proceedings of the 6th International
    Conference on Service Oriented Computing and Applications (SOCA)</i>, 154–61,
    2013. <a href="https://doi.org/10.1109/SOCA.2013.25">https://doi.org/10.1109/SOCA.2013.25</a>.
  ieee: F. Mohr, T. Lettmann, and H. Kleine Büning, “Reducing Nondeterminism in Automated
    Service Composition,” in <i>Proceedings of the 6th International Conference on
    Service Oriented Computing and Applications (SOCA)</i>, 2013, pp. 154–161.
  mla: Mohr, Felix, et al. “Reducing Nondeterminism in Automated Service Composition.”
    <i>Proceedings of the 6th International Conference on Service Oriented Computing
    and Applications (SOCA)</i>, 2013, pp. 154–61, doi:<a href="https://doi.org/10.1109/SOCA.2013.25">10.1109/SOCA.2013.25</a>.
  short: 'F. Mohr, T. Lettmann, H. Kleine Büning, in: Proceedings of the 6th International
    Conference on Service Oriented Computing and Applications (SOCA), 2013, pp. 154–161.'
date_created: 2017-10-17T12:42:28Z
date_updated: 2022-01-06T07:01:30Z
ddc:
- '040'
department:
- _id: '355'
doi: 10.1109/SOCA.2013.25
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-15T13:43:08Z
  date_updated: 2018-03-15T13:43:08Z
  file_id: '1314'
  file_name: 495-paper52_mohr.pdf
  file_size: 603822
  relation: main_file
  success: 1
file_date_updated: 2018-03-15T13:43:08Z
has_accepted_license: '1'
language:
- iso: eng
page: 154-161
project:
- _id: '1'
  name: SFB 901
- _id: '10'
  name: SFB 901 - Subprojekt B2
- _id: '3'
  name: SFB 901 - Project Area B
publication: Proceedings of the 6th International Conference on Service Oriented Computing
  and Applications (SOCA)
status: public
title: Reducing Nondeterminism in Automated Service Composition
type: conference
user_id: '477'
year: '2013'
...
---
_id: '15752'
author:
- first_name: W.
  full_name: Cheng, W.
  last_name: Cheng
- first_name: S.
  full_name: Henzgen, S.
  last_name: Henzgen
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Cheng W, Henzgen S, Hüllermeier E. Labelwise versus pairwise decomposition
    in label ranking. In: <i>In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität,
    Bamberg, Germany</i>. ; 2013:129-136.'
  apa: Cheng, W., Henzgen, S., &#38; Hüllermeier, E. (2013). Labelwise versus pairwise
    decomposition in label ranking. In <i>In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität,
    Bamberg, Germany</i> (pp. 129–136).
  bibtex: '@inproceedings{Cheng_Henzgen_Hüllermeier_2013, title={Labelwise versus
    pairwise decomposition in label ranking}, booktitle={In Proceedings Workshop LWA-2009,
    Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany}, author={Cheng, W. and
    Henzgen, S. and Hüllermeier, Eyke}, year={2013}, pages={129–136} }'
  chicago: Cheng, W., S. Henzgen, and Eyke Hüllermeier. “Labelwise versus Pairwise
    Decomposition in Label Ranking.” In <i>In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität,
    Bamberg, Germany</i>, 129–36, 2013.
  ieee: W. Cheng, S. Henzgen, and E. Hüllermeier, “Labelwise versus pairwise decomposition
    in label ranking,” in <i>In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität,
    Bamberg, Germany</i>, 2013, pp. 129–136.
  mla: Cheng, W., et al. “Labelwise versus Pairwise Decomposition in Label Ranking.”
    <i>In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg,
    Germany</i>, 2013, pp. 129–36.
  short: 'W. Cheng, S. Henzgen, E. Hüllermeier, in: In Proceedings Workshop LWA-2009,
    Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany, 2013, pp. 129–136.'
date_created: 2020-02-03T14:20:27Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 129-136
publication: In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität,
  Bamberg, Germany
status: public
title: Labelwise versus pairwise decomposition in label ranking
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15753'
author:
- first_name: Robin
  full_name: Senge, Robin
  last_name: Senge
- first_name: J.
  full_name: del Coz, J.
  last_name: del Coz
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Senge R, del Coz J, Hüllermeier E. Rectifying classifier chains for multi-label
    classification, Bamberg, Germany. In: <i>In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität,
    Bamberg, Germany</i>. ; 2013:151-158.'
  apa: Senge, R., del Coz, J., &#38; Hüllermeier, E. (2013). Rectifying classifier
    chains for multi-label classification, Bamberg, Germany. In <i>In Proceedings
    Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany</i>
    (pp. 151–158).
  bibtex: '@inproceedings{Senge_del Coz_Hüllermeier_2013, title={Rectifying classifier
    chains for multi-label classification, Bamberg, Germany}, booktitle={In Proceedings
    Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany}, author={Senge,
    Robin and del Coz, J. and Hüllermeier, Eyke}, year={2013}, pages={151–158} }'
  chicago: Senge, Robin, J. del Coz, and Eyke Hüllermeier. “Rectifying Classifier
    Chains for Multi-Label Classification, Bamberg, Germany.” In <i>In Proceedings
    Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany</i>,
    151–58, 2013.
  ieee: R. Senge, J. del Coz, and E. Hüllermeier, “Rectifying classifier chains for
    multi-label classification, Bamberg, Germany,” in <i>In Proceedings Workshop LWA-2009,
    Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany</i>, 2013, pp. 151–158.
  mla: Senge, Robin, et al. “Rectifying Classifier Chains for Multi-Label Classification,
    Bamberg, Germany.” <i>In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität,
    Bamberg, Germany</i>, 2013, pp. 151–58.
  short: 'R. Senge, J. del Coz, E. Hüllermeier, in: In Proceedings Workshop LWA-2009,
    Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany, 2013, pp. 151–158.'
date_created: 2020-02-03T14:24:09Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 151-158
publication: In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität,
  Bamberg, Germany
status: public
title: Rectifying classifier chains for multi-label classification, Bamberg, Germany
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15755'
author:
- first_name: Robert
  full_name: Busa-Fekete, Robert
  last_name: Busa-Fekete
- first_name: T.
  full_name: Fober, T.
  last_name: Fober
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Busa-Fekete R, Fober T, Hüllermeier E. Preference-based evolutionary optimization
    using generalized racing algorithms. In: Hoffmann F, Hüllermeier E, eds. <i>In
    Proceedings 23th Workshop Computational Intelligence, Dortmund Germany</i>. KIT
    Scientific Publishing; 2013:237-246.'
  apa: Busa-Fekete, R., Fober, T., &#38; Hüllermeier, E. (2013). Preference-based
    evolutionary optimization using generalized racing algorithms. In F. Hoffmann
    &#38; E. Hüllermeier (Eds.), <i>in Proceedings 23th Workshop Computational Intelligence,
    Dortmund Germany</i> (pp. 237–246). KIT Scientific Publishing.
  bibtex: '@inproceedings{Busa-Fekete_Fober_Hüllermeier_2013, title={Preference-based
    evolutionary optimization using generalized racing algorithms}, booktitle={in
    Proceedings 23th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT
    Scientific Publishing}, author={Busa-Fekete, Robert and Fober, T. and Hüllermeier,
    Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2013}, pages={237–246}
    }'
  chicago: Busa-Fekete, Robert, T. Fober, and Eyke Hüllermeier. “Preference-Based
    Evolutionary Optimization Using Generalized Racing Algorithms.” In <i>In Proceedings
    23th Workshop Computational Intelligence, Dortmund Germany</i>, edited by F. Hoffmann
    and Eyke Hüllermeier, 237–46. KIT Scientific Publishing, 2013.
  ieee: R. Busa-Fekete, T. Fober, and E. Hüllermeier, “Preference-based evolutionary
    optimization using generalized racing algorithms,” in <i>in Proceedings 23th Workshop
    Computational Intelligence, Dortmund Germany</i>, 2013, pp. 237–246.
  mla: Busa-Fekete, Robert, et al. “Preference-Based Evolutionary Optimization Using
    Generalized Racing Algorithms.” <i>In Proceedings 23th Workshop Computational
    Intelligence, Dortmund Germany</i>, edited by F. Hoffmann and Eyke Hüllermeier,
    KIT Scientific Publishing, 2013, pp. 237–46.
  short: 'R. Busa-Fekete, T. Fober, E. Hüllermeier, in: F. Hoffmann, E. Hüllermeier
    (Eds.), In Proceedings 23th Workshop Computational Intelligence, Dortmund Germany,
    KIT Scientific Publishing, 2013, pp. 237–246.'
date_created: 2020-02-03T14:31:54Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: F.
  full_name: Hoffmann, F.
  last_name: Hoffmann
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
language:
- iso: eng
page: 237-246
publication: in Proceedings 23th Workshop Computational Intelligence, Dortmund Germany
publisher: KIT Scientific Publishing
status: public
title: Preference-based evolutionary optimization using generalized racing algorithms
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15756'
author:
- first_name: S.
  full_name: Henzgen, S.
  last_name: Henzgen
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Henzgen S, Hüllermeier E. Weighted rank correlation measures based on fuzzy
    order relations. In: Hoffmann F, Hüllermeier E, eds. <i>In Proceedings 23th Workshop
    Computational Intelligence, Dortmund Germany</i>. KIT Scientific Publishing; 2013:227-236.'
  apa: Henzgen, S., &#38; Hüllermeier, E. (2013). Weighted rank correlation measures
    based on fuzzy order relations. In F. Hoffmann &#38; E. Hüllermeier (Eds.), <i>in
    Proceedings 23th Workshop Computational Intelligence, Dortmund Germany</i> (pp.
    227–236). KIT Scientific Publishing.
  bibtex: '@inproceedings{Henzgen_Hüllermeier_2013, title={Weighted rank correlation
    measures based on fuzzy order relations}, booktitle={in Proceedings 23th Workshop
    Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing},
    author={Henzgen, S. and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier,
    EykeEditors}, year={2013}, pages={227–236} }'
  chicago: Henzgen, S., and Eyke Hüllermeier. “Weighted Rank Correlation Measures
    Based on Fuzzy Order Relations.” In <i>In Proceedings 23th Workshop Computational
    Intelligence, Dortmund Germany</i>, edited by F. Hoffmann and Eyke Hüllermeier,
    227–36. KIT Scientific Publishing, 2013.
  ieee: S. Henzgen and E. Hüllermeier, “Weighted rank correlation measures based on
    fuzzy order relations,” in <i>in Proceedings 23th Workshop Computational Intelligence,
    Dortmund Germany</i>, 2013, pp. 227–236.
  mla: Henzgen, S., and Eyke Hüllermeier. “Weighted Rank Correlation Measures Based
    on Fuzzy Order Relations.” <i>In Proceedings 23th Workshop Computational Intelligence,
    Dortmund Germany</i>, edited by F. Hoffmann and Eyke Hüllermeier, KIT Scientific
    Publishing, 2013, pp. 227–36.
  short: 'S. Henzgen, E. Hüllermeier, in: F. Hoffmann, E. Hüllermeier (Eds.), In Proceedings
    23th Workshop Computational Intelligence, Dortmund Germany, KIT Scientific Publishing,
    2013, pp. 227–236.'
date_created: 2020-02-03T14:38:04Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: F.
  full_name: Hoffmann, F.
  last_name: Hoffmann
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
language:
- iso: eng
page: 227-236
publication: in Proceedings 23th Workshop Computational Intelligence, Dortmund Germany
publisher: KIT Scientific Publishing
status: public
title: Weighted rank correlation measures based on fuzzy order relations
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15757'
author:
- first_name: P.
  full_name: Weng, P.
  last_name: Weng
- first_name: Robert
  full_name: Busa-Fekete, Robert
  last_name: Busa-Fekete
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Weng P, Busa-Fekete R, Hüllermeier E. Interactive Q-learning with ordinal
    rewards and unreliable tutor. In: <i>In Proceedings ECML/PKDD-Workshop on Reinforcement
    Learning from Generalized Feedback:Beyond Numerical Rewards, Prague</i>. ; 2013.'
  apa: Weng, P., Busa-Fekete, R., &#38; Hüllermeier, E. (2013). Interactive Q-learning
    with ordinal rewards and unreliable tutor. In <i>In Proceedings ECML/PKDD-Workshop
    on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards,
    Prague</i>.
  bibtex: '@inproceedings{Weng_Busa-Fekete_Hüllermeier_2013, title={Interactive Q-learning
    with ordinal rewards and unreliable tutor}, booktitle={In Proceedings ECML/PKDD-Workshop
    on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards,
    Prague}, author={Weng, P. and Busa-Fekete, Robert and Hüllermeier, Eyke}, year={2013}
    }'
  chicago: Weng, P., Robert Busa-Fekete, and Eyke Hüllermeier. “Interactive Q-Learning
    with Ordinal Rewards and Unreliable Tutor.” In <i>In Proceedings ECML/PKDD-Workshop
    on Reinforcement Learning from Generalized Feedback:Beyond Numerical Rewards,
    Prague</i>, 2013.
  ieee: P. Weng, R. Busa-Fekete, and E. Hüllermeier, “Interactive Q-learning with
    ordinal rewards and unreliable tutor,” in <i>In Proceedings ECML/PKDD-Workshop
    on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards,
    Prague</i>, 2013.
  mla: Weng, P., et al. “Interactive Q-Learning with Ordinal Rewards and Unreliable
    Tutor.” <i>In Proceedings ECML/PKDD-Workshop on Reinforcement Learning from Generalized
    Feedback:Beyond Numerical Rewards, Prague</i>, 2013.
  short: 'P. Weng, R. Busa-Fekete, E. Hüllermeier, in: In Proceedings ECML/PKDD-Workshop
    on Reinforcement Learning from Generalized Feedback:Beyond Numerical Rewards,
    Prague, 2013.'
date_created: 2020-02-03T14:43:26Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
publication: In Proceedings ECML/PKDD-Workshop on Reinforcement learning from Generalized
  Feedback:Beyond Numerical Rewards, Prague
status: public
title: Interactive Q-learning with ordinal rewards and unreliable tutor
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15758'
author:
- first_name: Robert
  full_name: Busa-Fekete, Robert
  last_name: Busa-Fekete
- first_name: B.
  full_name: Szörenyi, B.
  last_name: Szörenyi
- first_name: P.
  full_name: Weng, P.
  last_name: Weng
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Busa-Fekete R, Szörenyi B, Weng P, Hüllermeier E. Preference-based evolutionary
    direct policy search. In: <i>In Proceedings ECML/PKDD-Workshop on Reinforcement
    Learning from Generalized Feedback:Beyond Numerical Rewards, Prague</i>. ; 2013.'
  apa: Busa-Fekete, R., Szörenyi, B., Weng, P., &#38; Hüllermeier, E. (2013). Preference-based
    evolutionary direct policy search. In <i>In Proceedings ECML/PKDD-Workshop on
    Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards, Prague</i>.
  bibtex: '@inproceedings{Busa-Fekete_Szörenyi_Weng_Hüllermeier_2013, title={Preference-based
    evolutionary direct policy search}, booktitle={In Proceedings ECML/PKDD-Workshop
    on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards,
    Prague}, author={Busa-Fekete, Robert and Szörenyi, B. and Weng, P. and Hüllermeier,
    Eyke}, year={2013} }'
  chicago: Busa-Fekete, Robert, B. Szörenyi, P. Weng, and Eyke Hüllermeier. “Preference-Based
    Evolutionary Direct Policy Search.” In <i>In Proceedings ECML/PKDD-Workshop on
    Reinforcement Learning from Generalized Feedback:Beyond Numerical Rewards, Prague</i>,
    2013.
  ieee: R. Busa-Fekete, B. Szörenyi, P. Weng, and E. Hüllermeier, “Preference-based
    evolutionary direct policy search,” in <i>In Proceedings ECML/PKDD-Workshop on
    Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards, Prague</i>,
    2013.
  mla: Busa-Fekete, Robert, et al. “Preference-Based Evolutionary Direct Policy Search.”
    <i>In Proceedings ECML/PKDD-Workshop on Reinforcement Learning from Generalized
    Feedback:Beyond Numerical Rewards, Prague</i>, 2013.
  short: 'R. Busa-Fekete, B. Szörenyi, P. Weng, E. Hüllermeier, in: In Proceedings
    ECML/PKDD-Workshop on Reinforcement Learning from Generalized Feedback:Beyond
    Numerical Rewards, Prague, 2013.'
date_created: 2020-02-03T14:50:41Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
publication: In Proceedings ECML/PKDD-Workshop on Reinforcement learning from Generalized
  Feedback:Beyond Numerical Rewards, Prague
status: public
title: Preference-based evolutionary direct policy search
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15759'
author:
- first_name: W.
  full_name: Cheng, W.
  last_name: Cheng
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Cheng W, Hüllermeier E. A nearest neigbor approach to label ranking based
    on generalized labelwise loss minimization. In: <i>In Proceedings M-PREF`13, 7th
    Multidisciplinary Workshop on Advances in Preference Handling Beijing, China</i>.
    ; 2013.'
  apa: Cheng, W., &#38; Hüllermeier, E. (2013). A nearest neigbor approach to label
    ranking based on generalized labelwise loss minimization. In <i>In Proceedings
    M-PREF`13, 7th Multidisciplinary Workshop on Advances in Preference Handling Beijing,
    China</i>.
  bibtex: '@inproceedings{Cheng_Hüllermeier_2013, title={A nearest neigbor approach
    to label ranking based on generalized labelwise loss minimization}, booktitle={In
    Proceedings M-PREF`13, 7th Multidisciplinary Workshop on Advances in Preference
    Handling Beijing, China}, author={Cheng, W. and Hüllermeier, Eyke}, year={2013}
    }'
  chicago: Cheng, W., and Eyke Hüllermeier. “A Nearest Neigbor Approach to Label Ranking
    Based on Generalized Labelwise Loss Minimization.” In <i>In Proceedings M-PREF`13,
    7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China</i>,
    2013.
  ieee: W. Cheng and E. Hüllermeier, “A nearest neigbor approach to label ranking
    based on generalized labelwise loss minimization,” in <i>In Proceedings M-PREF`13,
    7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China</i>,
    2013.
  mla: Cheng, W., and Eyke Hüllermeier. “A Nearest Neigbor Approach to Label Ranking
    Based on Generalized Labelwise Loss Minimization.” <i>In Proceedings M-PREF`13,
    7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China</i>,
    2013.
  short: 'W. Cheng, E. Hüllermeier, in: In Proceedings M-PREF`13, 7th Multidisciplinary
    Workshop on Advances in Preference Handling Beijing, China, 2013.'
date_created: 2020-02-03T16:16:33Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
publication: In Proceedings M-PREF`13, 7th Multidisciplinary Workshop on Advances
  in Preference Handling Beijing, China
status: public
title: A nearest neigbor approach to label ranking based on generalized labelwise
  loss minimization
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15760'
author:
- first_name: Ammar
  full_name: Shaker, Ammar
  last_name: Shaker
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Shaker A, Hüllermeier E. Event history analysis on data streams: An application
    to earthquake occurence. In: Krempl G, Zliobaite I, Wang Y, Forman G, eds. <i>In
    Proceedings RealStream 2013, 1st International Workshop on Real-World Challenges
    for Data Stream Mining, Prague, Czech Republic</i>. ; 2013:38-41.'
  apa: 'Shaker, A., &#38; Hüllermeier, E. (2013). Event history analysis on data streams:
    An application to earthquake occurence. In G. Krempl, I. Zliobaite, Y. Wang, &#38;
    G. Forman (Eds.), <i>In Proceedings RealStream 2013, 1st International Workshop
    on Real-World Challenges for Data Stream Mining, Prague, Czech Republic</i> (pp.
    38–41).'
  bibtex: '@inproceedings{Shaker_Hüllermeier_2013, title={Event history analysis on
    data streams: An application to earthquake occurence}, booktitle={In Proceedings
    RealStream 2013, 1st International Workshop on Real-World Challenges for Data
    Stream Mining, Prague, Czech Republic}, author={Shaker, Ammar and Hüllermeier,
    Eyke}, editor={Krempl, G. and Zliobaite, I. and Wang, Y. and Forman, G.Editors},
    year={2013}, pages={38–41} }'
  chicago: 'Shaker, Ammar, and Eyke Hüllermeier. “Event History Analysis on Data Streams:
    An Application to Earthquake Occurence.” In <i>In Proceedings RealStream 2013,
    1st International Workshop on Real-World Challenges for Data Stream Mining, Prague,
    Czech Republic</i>, edited by G. Krempl, I. Zliobaite, Y. Wang, and G. Forman,
    38–41, 2013.'
  ieee: 'A. Shaker and E. Hüllermeier, “Event history analysis on data streams: An
    application to earthquake occurence,” in <i>In Proceedings RealStream 2013, 1st
    International Workshop on Real-World Challenges for Data Stream Mining, Prague,
    Czech Republic</i>, 2013, pp. 38–41.'
  mla: 'Shaker, Ammar, and Eyke Hüllermeier. “Event History Analysis on Data Streams:
    An Application to Earthquake Occurence.” <i>In Proceedings RealStream 2013, 1st
    International Workshop on Real-World Challenges for Data Stream Mining, Prague,
    Czech Republic</i>, edited by G. Krempl et al., 2013, pp. 38–41.'
  short: 'A. Shaker, E. Hüllermeier, in: G. Krempl, I. Zliobaite, Y. Wang, G. Forman
    (Eds.), In Proceedings RealStream 2013, 1st International Workshop on Real-World
    Challenges for Data Stream Mining, Prague, Czech Republic, 2013, pp. 38–41.'
date_created: 2020-02-03T16:20:10Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: G.
  full_name: Krempl, G.
  last_name: Krempl
- first_name: I.
  full_name: Zliobaite, I.
  last_name: Zliobaite
- first_name: Y.
  full_name: Wang, Y.
  last_name: Wang
- first_name: G.
  full_name: Forman, G.
  last_name: Forman
language:
- iso: eng
page: 38-41
publication: In Proceedings RealStream 2013, 1st International Workshop on Real-World
  Challenges for Data Stream Mining, Prague, Czech Republic
status: public
title: 'Event history analysis on data streams: An application to earthquake occurence'
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15761'
author:
- first_name: Robin
  full_name: Senge, Robin
  last_name: Senge
- first_name: J.J.
  full_name: del Coz, J.J.
  last_name: del Coz
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Senge R, del Coz JJ, Hüllermeier E. On the problem of error propagation in
    classier chains for multi-label classification. Data Analysis, Machine Learning
    and Knowledge Discovery. In: Schmidt-Thieme L, Spiliopoulou M, eds. <i>In Proceedings
    of GFKL-2012, 36th Annual Conference of the German Classification Society, Studies
    in Classification, Data Analysis and Knowledge Organization, Hildesheim, Germany
    </i>. Springer; 2013.'
  apa: Senge, R., del Coz, J. J., &#38; Hüllermeier, E. (2013). On the problem of
    error propagation in classier chains for multi-label classification. Data Analysis,
    Machine Learning and Knowledge Discovery. In L. Schmidt-Thieme &#38; M. Spiliopoulou
    (Eds.), <i>In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification
    Society, Studies in Classification, Data Analysis and Knowledge Organization,
    Hildesheim, Germany </i>. Springer.
  bibtex: '@inproceedings{Senge_del Coz_Hüllermeier_2013, title={On the problem of
    error propagation in classier chains for multi-label classification. Data Analysis,
    Machine Learning and Knowledge Discovery}, booktitle={In Proceedings of GFKL-2012,
    36th Annual Conference of the German Classification Society, Studies in Classification,
    Data Analysis and Knowledge Organization, Hildesheim, Germany }, publisher={Springer},
    author={Senge, Robin and del Coz, J.J. and Hüllermeier, Eyke}, editor={Schmidt-Thieme,
    L. and Spiliopoulou, M.Editors}, year={2013} }'
  chicago: Senge, Robin, J.J. del Coz, and Eyke Hüllermeier. “On the Problem of Error
    Propagation in Classier Chains for Multi-Label Classification. Data Analysis,
    Machine Learning and Knowledge Discovery.” In <i>In Proceedings of GFKL-2012,
    36th Annual Conference of the German Classification Society, Studies in Classification,
    Data Analysis and Knowledge Organization, Hildesheim, Germany </i>, edited by
    L. Schmidt-Thieme and M. Spiliopoulou. Springer, 2013.
  ieee: R. Senge, J. J. del Coz, and E. Hüllermeier, “On the problem of error propagation
    in classier chains for multi-label classification. Data Analysis, Machine Learning
    and Knowledge Discovery,” in <i>In Proceedings of GFKL-2012, 36th Annual Conference
    of the German Classification Society, Studies in Classification, Data Analysis
    and Knowledge Organization, Hildesheim, Germany </i>, 2013.
  mla: Senge, Robin, et al. “On the Problem of Error Propagation in Classier Chains
    for Multi-Label Classification. Data Analysis, Machine Learning and Knowledge
    Discovery.” <i>In Proceedings of GFKL-2012, 36th Annual Conference of the German
    Classification Society, Studies in Classification, Data Analysis and Knowledge
    Organization, Hildesheim, Germany </i>, edited by L. Schmidt-Thieme and M. Spiliopoulou,
    Springer, 2013.
  short: 'R. Senge, J.J. del Coz, E. Hüllermeier, in: L. Schmidt-Thieme, M. Spiliopoulou
    (Eds.), In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification
    Society, Studies in Classification, Data Analysis and Knowledge Organization,
    Hildesheim, Germany , Springer, 2013.'
date_created: 2020-02-03T16:27:46Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: L.
  full_name: Schmidt-Thieme, L.
  last_name: Schmidt-Thieme
- first_name: M.
  full_name: Spiliopoulou, M.
  last_name: Spiliopoulou
language:
- iso: eng
publication: 'In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification
  Society, Studies in Classification, Data Analysis and Knowledge Organization, Hildesheim,
  Germany '
publisher: Springer
status: public
title: On the problem of error propagation in classier chains for multi-label classification.
  Data Analysis, Machine Learning and Knowledge Discovery
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15763'
author:
- first_name: T.
  full_name: Fober, T.
  last_name: Fober
- first_name: G.
  full_name: Klebe, G.
  last_name: Klebe
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Fober T, Klebe G, Hüllermeier E. Local clique merging: An extension of the
    maximum common subgraph measure with applications in structural bioinformatics,
    Algorithms from and for Nature and Life. In: Lausen B, Van den Poel D, Ultsch
    A, eds. <i>In Proceedings GFKL-2011, Conference of the German Classification Society,
    Frankfurt Germany</i>. Springer; 2013:279-286.'
  apa: 'Fober, T., Klebe, G., &#38; Hüllermeier, E. (2013). Local clique merging:
    An extension of the maximum common subgraph measure with applications in structural
    bioinformatics, Algorithms from and for Nature and Life. In B. Lausen, D. Van
    den Poel, &#38; A. Ultsch (Eds.), <i>In Proceedings GFKL-2011, Conference of the
    German Classification Society, Frankfurt Germany</i> (pp. 279–286). Springer.'
  bibtex: '@inproceedings{Fober_Klebe_Hüllermeier_2013, title={Local clique merging:
    An extension of the maximum common subgraph measure with applications in structural
    bioinformatics, Algorithms from and for Nature and Life}, booktitle={In Proceedings
    GFKL-2011, Conference of the German Classification Society, Frankfurt Germany},
    publisher={Springer}, author={Fober, T. and Klebe, G. and Hüllermeier, Eyke},
    editor={Lausen, B. and Van den Poel, D. and Ultsch, A.Editors}, year={2013}, pages={279–286}
    }'
  chicago: 'Fober, T., G. Klebe, and Eyke Hüllermeier. “Local Clique Merging: An Extension
    of the Maximum Common Subgraph Measure with Applications in Structural Bioinformatics,
    Algorithms from and for Nature and Life.” In <i>In Proceedings GFKL-2011, Conference
    of the German Classification Society, Frankfurt Germany</i>, edited by B. Lausen,
    D. Van den Poel, and A. Ultsch, 279–86. Springer, 2013.'
  ieee: 'T. Fober, G. Klebe, and E. Hüllermeier, “Local clique merging: An extension
    of the maximum common subgraph measure with applications in structural bioinformatics,
    Algorithms from and for Nature and Life,” in <i>In Proceedings GFKL-2011, Conference
    of the German Classification Society, Frankfurt Germany</i>, 2013, pp. 279–286.'
  mla: 'Fober, T., et al. “Local Clique Merging: An Extension of the Maximum Common
    Subgraph Measure with Applications in Structural Bioinformatics, Algorithms from
    and for Nature and Life.” <i>In Proceedings GFKL-2011, Conference of the German
    Classification Society, Frankfurt Germany</i>, edited by B. Lausen et al., Springer,
    2013, pp. 279–86.'
  short: 'T. Fober, G. Klebe, E. Hüllermeier, in: B. Lausen, D. Van den Poel, A. Ultsch
    (Eds.), In Proceedings GFKL-2011, Conference of the German Classification Society,
    Frankfurt Germany, Springer, 2013, pp. 279–286.'
date_created: 2020-02-03T16:36:32Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: B.
  full_name: Lausen, B.
  last_name: Lausen
- first_name: D.
  full_name: Van den Poel, D.
  last_name: Van den Poel
- first_name: A.
  full_name: Ultsch, A.
  last_name: Ultsch
language:
- iso: eng
page: 279-286
publication: In Proceedings GFKL-2011, Conference of the German Classification Society,
  Frankfurt Germany
publisher: Springer
status: public
title: 'Local clique merging: An extension of the maximum common subgraph measure
  with applications in structural bioinformatics, Algorithms from and for Nature and
  Life'
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15112'
author:
- first_name: A.
  full_name: Fallah Tehrani, A.
  last_name: Fallah Tehrani
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Fallah Tehrani A, Hüllermeier E. Ordinal Choquistic regression . In: Montero
    J, Pasi G, Ciucci D, eds. <i>In Proceedings EUSFLAT-2013 8th International Conference
    on the European Society for Fuzzy Logic and Technology, Milano, Italy</i>. Atlantis
    Press; 2013.'
  apa: Fallah Tehrani, A., &#38; Hüllermeier, E. (2013). Ordinal Choquistic regression
    . In J. Montero, G. Pasi, &#38; D. Ciucci (Eds.), <i>in Proceedings EUSFLAT-2013
    8th International Conference on the European Society for Fuzzy Logic and Technology,
    Milano, Italy</i>. Atlantis Press.
  bibtex: '@inproceedings{Fallah Tehrani_Hüllermeier_2013, title={Ordinal Choquistic
    regression }, booktitle={in Proceedings EUSFLAT-2013 8th International Conference
    on the European Society for Fuzzy Logic and Technology, Milano, Italy}, publisher={Atlantis
    Press}, author={Fallah Tehrani, A. and Hüllermeier, Eyke}, editor={Montero, J.
    and Pasi, G. and Ciucci, D.Editors}, year={2013} }'
  chicago: Fallah Tehrani, A., and Eyke Hüllermeier. “Ordinal Choquistic Regression
    .” In <i>In Proceedings EUSFLAT-2013 8th International Conference on the European
    Society for Fuzzy Logic and Technology, Milano, Italy</i>, edited by J. Montero,
    G. Pasi, and D. Ciucci. Atlantis Press, 2013.
  ieee: A. Fallah Tehrani and E. Hüllermeier, “Ordinal Choquistic regression ,” in
    <i>in Proceedings EUSFLAT-2013 8th International Conference on the European Society
    for Fuzzy Logic and Technology, Milano, Italy</i>, 2013.
  mla: Fallah Tehrani, A., and Eyke Hüllermeier. “Ordinal Choquistic Regression .”
    <i>In Proceedings EUSFLAT-2013 8th International Conference on the European Society
    for Fuzzy Logic and Technology, Milano, Italy</i>, edited by J. Montero et al.,
    Atlantis Press, 2013.
  short: 'A. Fallah Tehrani, E. Hüllermeier, in: J. Montero, G. Pasi, D. Ciucci (Eds.),
    In Proceedings EUSFLAT-2013 8th International Conference on the European Society
    for Fuzzy Logic and Technology, Milano, Italy, Atlantis Press, 2013.'
date_created: 2019-11-21T16:47:02Z
date_updated: 2022-01-06T06:52:15Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: J.
  full_name: Montero, J.
  last_name: Montero
- first_name: G.
  full_name: Pasi, G.
  last_name: Pasi
- first_name: D.
  full_name: Ciucci, D.
  last_name: Ciucci
language:
- iso: eng
publication: in Proceedings EUSFLAT-2013 8th International Conference on the European
  Society for Fuzzy Logic and Technology, Milano, Italy
publisher: Atlantis Press
status: public
title: 'Ordinal Choquistic regression '
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '15113'
author:
- first_name: N.
  full_name: Nasiri, N.
  last_name: Nasiri
- first_name: T.
  full_name: Fober, T.
  last_name: Fober
- first_name: Robin
  full_name: Senge, Robin
  last_name: Senge
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Nasiri N, Fober T, Senge R, Hüllermeier E. Fuzzy Pattern Trees as an alternative
    to rule-based fuzzy systems: Knowledge-driven, data-driven and hybrid modeling
    of colour yield in poyester dyeing, Edmonton, Canada. In: <i>In Proceedings IFSA-2013
    World Congress of the International Fuzzy Systems Association, Edmonton, Canada</i>.
    ; 2013:715-721.'
  apa: 'Nasiri, N., Fober, T., Senge, R., &#38; Hüllermeier, E. (2013). Fuzzy Pattern
    Trees as an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven
    and hybrid modeling of colour yield in poyester dyeing, Edmonton, Canada. In <i>in
    Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association,
    Edmonton, Canada</i> (pp. 715–721).'
  bibtex: '@inproceedings{Nasiri_Fober_Senge_Hüllermeier_2013, title={Fuzzy Pattern
    Trees as an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven
    and hybrid modeling of colour yield in poyester dyeing, Edmonton, Canada}, booktitle={in
    Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association,
    Edmonton, Canada}, author={Nasiri, N. and Fober, T. and Senge, Robin and Hüllermeier,
    Eyke}, year={2013}, pages={715–721} }'
  chicago: 'Nasiri, N., T. Fober, Robin Senge, and Eyke Hüllermeier. “Fuzzy Pattern
    Trees as an Alternative to Rule-Based Fuzzy Systems: Knowledge-Driven, Data-Driven
    and Hybrid Modeling of Colour Yield in Poyester Dyeing, Edmonton, Canada.” In
    <i>In Proceedings IFSA-2013 World Congress of the International Fuzzy Systems
    Association, Edmonton, Canada</i>, 715–21, 2013.'
  ieee: 'N. Nasiri, T. Fober, R. Senge, and E. Hüllermeier, “Fuzzy Pattern Trees as
    an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven and
    hybrid modeling of colour yield in poyester dyeing, Edmonton, Canada,” in <i>in
    Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association,
    Edmonton, Canada</i>, 2013, pp. 715–721.'
  mla: 'Nasiri, N., et al. “Fuzzy Pattern Trees as an Alternative to Rule-Based Fuzzy
    Systems: Knowledge-Driven, Data-Driven and Hybrid Modeling of Colour Yield in
    Poyester Dyeing, Edmonton, Canada.” <i>In Proceedings IFSA-2013 World Congress
    of the International Fuzzy Systems Association, Edmonton, Canada</i>, 2013, pp.
    715–21.'
  short: 'N. Nasiri, T. Fober, R. Senge, E. Hüllermeier, in: In Proceedings IFSA-2013
    World Congress of the International Fuzzy Systems Association, Edmonton, Canada,
    2013, pp. 715–721.'
date_created: 2019-11-21T16:52:00Z
date_updated: 2022-01-06T06:52:15Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 715-721
publication: in Proceedings IFSA-2013 World Congress of the International Fuzzy Systems
  Association, Edmonton, Canada
status: public
title: 'Fuzzy Pattern Trees as an alternative to rule-based fuzzy systems: Knowledge-driven,
  data-driven and hybrid modeling of colour yield in poyester dyeing, Edmonton, Canada'
type: conference
user_id: '49109'
year: '2013'
...
---
_id: '16044'
author:
- first_name: D.
  full_name: Heider, D.
  last_name: Heider
- first_name: Robin
  full_name: Senge, Robin
  last_name: Senge
- first_name: W.
  full_name: Cheng, W.
  last_name: Cheng
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Heider D, Senge R, Cheng W, Hüllermeier E. Multilabel classification for exploiting
    cross-resistance information in HIV-1 drug resistence prediction. <i>Bioinformatics</i>.
    2013;29(16):1946-1952.
  apa: Heider, D., Senge, R., Cheng, W., &#38; Hüllermeier, E. (2013). Multilabel
    classification for exploiting cross-resistance information in HIV-1 drug resistence
    prediction. <i>Bioinformatics</i>, <i>29</i>(16), 1946–1952.
  bibtex: '@article{Heider_Senge_Cheng_Hüllermeier_2013, title={Multilabel classification
    for exploiting cross-resistance information in HIV-1 drug resistence prediction},
    volume={29}, number={16}, journal={Bioinformatics}, author={Heider, D. and Senge,
    Robin and Cheng, W. and Hüllermeier, Eyke}, year={2013}, pages={1946–1952} }'
  chicago: 'Heider, D., Robin Senge, W. Cheng, and Eyke Hüllermeier. “Multilabel Classification
    for Exploiting Cross-Resistance Information in HIV-1 Drug Resistence Prediction.”
    <i>Bioinformatics</i> 29, no. 16 (2013): 1946–52.'
  ieee: D. Heider, R. Senge, W. Cheng, and E. Hüllermeier, “Multilabel classification
    for exploiting cross-resistance information in HIV-1 drug resistence prediction,”
    <i>Bioinformatics</i>, vol. 29, no. 16, pp. 1946–1952, 2013.
  mla: Heider, D., et al. “Multilabel Classification for Exploiting Cross-Resistance
    Information in HIV-1 Drug Resistence Prediction.” <i>Bioinformatics</i>, vol.
    29, no. 16, 2013, pp. 1946–52.
  short: D. Heider, R. Senge, W. Cheng, E. Hüllermeier, Bioinformatics 29 (2013) 1946–1952.
date_created: 2020-02-24T16:08:50Z
date_updated: 2022-01-06T06:52:42Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '        29'
issue: '16'
language:
- iso: eng
page: 1946-1952
publication: Bioinformatics
status: public
title: Multilabel classification for exploiting cross-resistance information in HIV-1
  drug resistence prediction
type: journal_article
user_id: '49109'
volume: 29
year: '2013'
...