---
_id: '13153'
author:
- first_name: Tobias
  full_name: Graf, Tobias
  last_name: Graf
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Graf T, Platzner M. Adaptive Playouts in Monte-Carlo Tree Search with Policy-Gradient
    Reinforcement Learning. In: <i>Advances in Computer Games: 14th International
    Conference, ACG 2015, Leiden, The Netherlands, July 1-3, 2015, Revised Selected
    Papers</i>. Springer International Publishing; 2015:1-11. doi:<a href="https://doi.org/10.1007/978-3-319-27992-3_1">10.1007/978-3-319-27992-3_1</a>'
  apa: 'Graf, T., &#38; Platzner, M. (2015). Adaptive Playouts in Monte-Carlo Tree
    Search with Policy-Gradient Reinforcement Learning. In <i>Advances in Computer
    Games: 14th International Conference, ACG 2015, Leiden, The Netherlands, July
    1-3, 2015, Revised Selected Papers</i> (pp. 1–11). Springer International Publishing.
    <a href="https://doi.org/10.1007/978-3-319-27992-3_1">https://doi.org/10.1007/978-3-319-27992-3_1</a>'
  bibtex: '@inproceedings{Graf_Platzner_2015, title={Adaptive Playouts in Monte-Carlo
    Tree Search with Policy-Gradient Reinforcement Learning}, DOI={<a href="https://doi.org/10.1007/978-3-319-27992-3_1">10.1007/978-3-319-27992-3_1</a>},
    booktitle={Advances in Computer Games: 14th International Conference, ACG 2015,
    Leiden, The Netherlands, July 1-3, 2015, Revised Selected Papers}, publisher={Springer
    International Publishing}, author={Graf, Tobias and Platzner, Marco}, year={2015},
    pages={1–11} }'
  chicago: 'Graf, Tobias, and Marco Platzner. “Adaptive Playouts in Monte-Carlo Tree
    Search with Policy-Gradient Reinforcement Learning.” In <i>Advances in Computer
    Games: 14th International Conference, ACG 2015, Leiden, The Netherlands, July
    1-3, 2015, Revised Selected Papers</i>, 1–11. Springer International Publishing,
    2015. <a href="https://doi.org/10.1007/978-3-319-27992-3_1">https://doi.org/10.1007/978-3-319-27992-3_1</a>.'
  ieee: 'T. Graf and M. Platzner, “Adaptive Playouts in Monte-Carlo Tree Search with
    Policy-Gradient Reinforcement Learning,” in <i>Advances in Computer Games: 14th
    International Conference, ACG 2015, Leiden, The Netherlands, July 1-3, 2015, Revised
    Selected Papers</i>, 2015, pp. 1–11.'
  mla: 'Graf, Tobias, and Marco Platzner. “Adaptive Playouts in Monte-Carlo Tree Search
    with Policy-Gradient Reinforcement Learning.” <i>Advances in Computer Games: 14th
    International Conference, ACG 2015, Leiden, The Netherlands, July 1-3, 2015, Revised
    Selected Papers</i>, Springer International Publishing, 2015, pp. 1–11, doi:<a
    href="https://doi.org/10.1007/978-3-319-27992-3_1">10.1007/978-3-319-27992-3_1</a>.'
  short: 'T. Graf, M. Platzner, in: Advances in Computer Games: 14th International
    Conference, ACG 2015, Leiden, The Netherlands, July 1-3, 2015, Revised Selected
    Papers, Springer International Publishing, 2015, pp. 1–11.'
date_created: 2019-09-09T09:07:46Z
date_updated: 2022-01-06T06:51:29Z
department:
- _id: '78'
doi: 10.1007/978-3-319-27992-3_1
language:
- iso: eng
page: 1-11
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: 'Advances in Computer Games: 14th International Conference, ACG 2015,
  Leiden, The Netherlands, July 1-3, 2015, Revised Selected Papers'
publisher: Springer International Publishing
status: public
title: Adaptive Playouts in Monte-Carlo Tree Search with Policy-Gradient Reinforcement
  Learning
type: conference
user_id: '40778'
year: '2015'
...
---
_id: '13220'
author:
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Fabian
  full_name: Bause, Fabian
  last_name: Bause
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Webersen M, Bause F, Henning B. <i>Application of Automatic Differentiation
    for the Inverse Parameter Identification of Complex-Valued Forward Models</i>.;
    2015.
  apa: Webersen, M., Bause, F., &#38; Henning, B. (2015). <i>Application of Automatic
    Differentiation for the inverse parameter identification of complex-valued forward
    models</i>.
  bibtex: '@book{Webersen_Bause_Henning_2015, series={18th European Workshop on Automatic
    Differentiation}, title={Application of Automatic Differentiation for the inverse
    parameter identification of complex-valued forward models}, author={Webersen,
    Manuel and Bause, Fabian and Henning, Bernd}, year={2015}, collection={18th European
    Workshop on Automatic Differentiation} }'
  chicago: Webersen, Manuel, Fabian Bause, and Bernd Henning. <i>Application of Automatic
    Differentiation for the Inverse Parameter Identification of Complex-Valued Forward
    Models</i>. 18th European Workshop on Automatic Differentiation, 2015.
  ieee: M. Webersen, F. Bause, and B. Henning, <i>Application of Automatic Differentiation
    for the inverse parameter identification of complex-valued forward models</i>.
    2015.
  mla: Webersen, Manuel, et al. <i>Application of Automatic Differentiation for the
    Inverse Parameter Identification of Complex-Valued Forward Models</i>. 2015.
  short: M. Webersen, F. Bause, B. Henning, Application of Automatic Differentiation
    for the Inverse Parameter Identification of Complex-Valued Forward Models, 2015.
date_created: 2019-09-13T13:20:14Z
date_updated: 2022-01-06T06:51:31Z
department:
- _id: '49'
language:
- iso: eng
series_title: 18th European Workshop on Automatic Differentiation
status: public
title: Application of Automatic Differentiation for the inverse parameter identification
  of complex-valued forward models
type: misc
user_id: '11289'
year: '2015'
...
---
_id: '13222'
abstract:
- lang: eng
  text: When performing measurements, the effects of the measurement system itself
    on the measured data generally must be eliminated. Consequently, those effects,
    i.e. the system’s dynamic behavior, need to be known. For the piezo-composite
    transducers in an ultrasonic transmission line, a model based approach is used
    to describe their dynamic behavior and take into account its dependence on the
    environment temperature and the acoustic impedance of the target medium. Temperature-dependent
    model parameters are presented, which are obtained by performing a multiplepart
    identification process on the transducer model, based on electrical impedance
    measurements [1]. The identification process uses an inverse approach for optimizing
    a subset of the model parameters. Additionally, algorithmic differentiation methods
    are used to determine accurate derivatives. In a final optimization step, impedance
    measurements taken at different temperatures are used to determine the temperature
    dependencies of the model parameters. These can then be used to assess the plausibility
    of the identification results. Additionally, the parameters can be expressed as
    polynomials in the temperature to take different operating conditions into account.
author:
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Fabian
  full_name: Bause, Fabian
  last_name: Bause
- first_name: Jens
  full_name: Rautenberg, Jens
  last_name: Rautenberg
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Webersen M, Bause F, Rautenberg J, Henning B. Identification of temperature-dependent
    model parameters of ultrasonic piezo-composite transducers. In: AMA Service GmbH,
    ed. <i>AMA Conferences 2015</i>. ; 2015:195-200.'
  apa: Webersen, M., Bause, F., Rautenberg, J., &#38; Henning, B. (2015). Identification
    of temperature-dependent model parameters of ultrasonic piezo-composite transducers.
    In AMA Service GmbH (Ed.), <i>AMA Conferences 2015</i> (pp. 195–200). Nürnberg.
  bibtex: '@inproceedings{Webersen_Bause_Rautenberg_Henning_2015, title={Identification
    of temperature-dependent model parameters of ultrasonic piezo-composite transducers},
    booktitle={AMA Conferences 2015}, author={Webersen, Manuel and Bause, Fabian and
    Rautenberg, Jens and Henning, Bernd}, editor={AMA Service GmbHEditor}, year={2015},
    pages={195–200} }'
  chicago: Webersen, Manuel, Fabian Bause, Jens Rautenberg, and Bernd Henning. “Identification
    of Temperature-Dependent Model Parameters of Ultrasonic Piezo-Composite Transducers.”
    In <i>AMA Conferences 2015</i>, edited by AMA Service GmbH, 195–200, 2015.
  ieee: M. Webersen, F. Bause, J. Rautenberg, and B. Henning, “Identification of temperature-dependent
    model parameters of ultrasonic piezo-composite transducers,” in <i>AMA Conferences
    2015</i>, Nürnberg, 2015, pp. 195–200.
  mla: Webersen, Manuel, et al. “Identification of Temperature-Dependent Model Parameters
    of Ultrasonic Piezo-Composite Transducers.” <i>AMA Conferences 2015</i>, edited
    by AMA Service GmbH, 2015, pp. 195–200.
  short: 'M. Webersen, F. Bause, J. Rautenberg, B. Henning, in: AMA Service GmbH (Ed.),
    AMA Conferences 2015, 2015, pp. 195–200.'
conference:
  end_date: 2015-05-21
  location: Nürnberg
  name: SENSOR 2015
  start_date: 2015-05-19
corporate_editor:
- AMA Service GmbH
date_created: 2019-09-13T13:21:38Z
date_updated: 2022-01-06T06:51:31Z
department:
- _id: '49'
keyword:
- piezo-composite
- transducer
- temperature dependency
- identification
- plausibility
language:
- iso: eng
page: 195-200
publication: AMA Conferences 2015
status: public
title: Identification of temperature-dependent model parameters of ultrasonic piezo-composite
  transducers
type: conference
user_id: '11289'
year: '2015'
...
---
_id: '13224'
author:
- first_name: Manuel
  full_name: Webersen, Manuel
  id: '11289'
  last_name: Webersen
  orcid: 0000-0001-6411-4232
- first_name: Michael
  full_name: Karzellek, Michael
  last_name: Karzellek
- first_name: Fabian
  full_name: Bause, Fabian
  last_name: Bause
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Webersen M, Karzellek M, Bause F, Henning B. <i>Implementation and Uncertainty
    Analysis of a Test Device for Electrical Impedance Measurements Using Vector Network
    Analyzers</i>.; 2015.
  apa: Webersen, M., Karzellek, M., Bause, F., &#38; Henning, B. (2015). <i>Implementation
    and uncertainty analysis of a test device for electrical impedance measurements
    using vector network analyzers</i>.
  bibtex: '@book{Webersen_Karzellek_Bause_Henning_2015, series={11th International
    Workshop Direct and Inverse Problems in Piezoelectricity}, title={Implementation
    and uncertainty analysis of a test device for electrical impedance measurements
    using vector network analyzers}, author={Webersen, Manuel and Karzellek, Michael
    and Bause, Fabian and Henning, Bernd}, year={2015}, collection={11th International
    Workshop Direct and Inverse Problems in Piezoelectricity} }'
  chicago: Webersen, Manuel, Michael Karzellek, Fabian Bause, and Bernd Henning. <i>Implementation
    and Uncertainty Analysis of a Test Device for Electrical Impedance Measurements
    Using Vector Network Analyzers</i>. 11th International Workshop Direct and Inverse
    Problems in Piezoelectricity, 2015.
  ieee: M. Webersen, M. Karzellek, F. Bause, and B. Henning, <i>Implementation and
    uncertainty analysis of a test device for electrical impedance measurements using
    vector network analyzers</i>. 2015.
  mla: Webersen, Manuel, et al. <i>Implementation and Uncertainty Analysis of a Test
    Device for Electrical Impedance Measurements Using Vector Network Analyzers</i>.
    2015.
  short: M. Webersen, M. Karzellek, F. Bause, B. Henning, Implementation and Uncertainty
    Analysis of a Test Device for Electrical Impedance Measurements Using Vector Network
    Analyzers, 2015.
date_created: 2019-09-13T13:24:49Z
date_updated: 2022-01-06T06:51:31Z
department:
- _id: '49'
language:
- iso: eng
series_title: 11th International Workshop Direct and Inverse Problems in Piezoelectricity
status: public
title: Implementation and uncertainty analysis of a test device for electrical impedance
  measurements using vector network analyzers
type: misc
user_id: '11289'
year: '2015'
...
---
_id: '10234'
author:
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: M.
  full_name: Minor, M.
  last_name: Minor
citation:
  ama: 'Hüllermeier E, Minor M. Case-Based Reasoning Research and Development . In:
    <i>In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR
    2015) LNAI 9343</i>. Springer; 2015.'
  apa: Hüllermeier, E., &#38; Minor, M. (2015). Case-Based Reasoning Research and
    Development . In <i>in Proceedings 23rd International Conference on Case-Based
    Reasoning (ICCBR 2015) LNAI 9343</i>. Springer.
  bibtex: '@inproceedings{Hüllermeier_Minor_2015, title={Case-Based Reasoning Research
    and Development }, booktitle={in Proceedings 23rd International Conference on
    Case-Based Reasoning (ICCBR 2015) LNAI 9343}, publisher={Springer}, author={Hüllermeier,
    Eyke and Minor, M.}, year={2015} }'
  chicago: Hüllermeier, Eyke, and M. Minor. “Case-Based Reasoning Research and Development
    .” In <i>In Proceedings 23rd International Conference on Case-Based Reasoning
    (ICCBR 2015) LNAI 9343</i>. Springer, 2015.
  ieee: E. Hüllermeier and M. Minor, “Case-Based Reasoning Research and Development
    ,” in <i>in Proceedings 23rd International Conference on Case-Based Reasoning
    (ICCBR 2015) LNAI 9343</i>, 2015.
  mla: Hüllermeier, Eyke, and M. Minor. “Case-Based Reasoning Research and Development
    .” <i>In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR
    2015) LNAI 9343</i>, Springer, 2015.
  short: 'E. Hüllermeier, M. Minor, in: In Proceedings 23rd International Conference
    on Case-Based Reasoning (ICCBR 2015) LNAI 9343, Springer, 2015.'
date_created: 2019-06-13T12:45:25Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
publication: in Proceedings 23rd International Conference on Case-Based Reasoning
  (ICCBR 2015) LNAI 9343
publisher: Springer
status: public
title: 'Case-Based Reasoning Research and Development '
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10235'
author:
- first_name: F.
  full_name: Hoffmann, F.
  last_name: Hoffmann
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Hoffmann F, Hüllermeier E. Proceedings 25. Workshop Computational Intelligence
    KIT Scientific Publishing. In: ; 2015.'
  apa: Hoffmann, F., &#38; Hüllermeier, E. (2015). Proceedings 25. Workshop Computational
    Intelligence KIT Scientific Publishing.
  bibtex: '@inproceedings{Hoffmann_Hüllermeier_2015, title={Proceedings 25. Workshop
    Computational Intelligence KIT Scientific Publishing}, author={Hoffmann, F. and
    Hüllermeier, Eyke}, year={2015} }'
  chicago: Hoffmann, F., and Eyke Hüllermeier. “Proceedings 25. Workshop Computational
    Intelligence KIT Scientific Publishing,” 2015.
  ieee: F. Hoffmann and E. Hüllermeier, “Proceedings 25. Workshop Computational Intelligence
    KIT Scientific Publishing,” 2015.
  mla: Hoffmann, F., and Eyke Hüllermeier. <i>Proceedings 25. Workshop Computational
    Intelligence KIT Scientific Publishing</i>. 2015.
  short: 'F. Hoffmann, E. Hüllermeier, in: 2015.'
date_created: 2019-06-13T12:48:18Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
status: public
title: Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10236'
author:
- first_name: A.
  full_name: Abdel-Aziz, A.
  last_name: Abdel-Aziz
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Abdel-Aziz A, Hüllermeier E. Case Base Maintenance in Preference-Based CBR.
    In: <i>In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR
    2015)</i>. ; 2015:1-14.'
  apa: Abdel-Aziz, A., &#38; Hüllermeier, E. (2015). Case Base Maintenance in Preference-Based
    CBR. In <i>In Proceedings 23rd International Conference on Case-Based Reasoning
    (ICCBR 2015)</i> (pp. 1–14).
  bibtex: '@inproceedings{Abdel-Aziz_Hüllermeier_2015, title={Case Base Maintenance
    in Preference-Based CBR}, booktitle={In Proceedings 23rd International Conference
    on Case-Based Reasoning (ICCBR 2015)}, author={Abdel-Aziz, A. and Hüllermeier,
    Eyke}, year={2015}, pages={1–14} }'
  chicago: Abdel-Aziz, A., and Eyke Hüllermeier. “Case Base Maintenance in Preference-Based
    CBR.” In <i>In Proceedings 23rd International Conference on Case-Based Reasoning
    (ICCBR 2015)</i>, 1–14, 2015.
  ieee: A. Abdel-Aziz and E. Hüllermeier, “Case Base Maintenance in Preference-Based
    CBR,” in <i>In Proceedings 23rd International Conference on Case-Based Reasoning
    (ICCBR 2015)</i>, 2015, pp. 1–14.
  mla: Abdel-Aziz, A., and Eyke Hüllermeier. “Case Base Maintenance in Preference-Based
    CBR.” <i>In Proceedings 23rd International Conference on Case-Based Reasoning
    (ICCBR 2015)</i>, 2015, pp. 1–14.
  short: 'A. Abdel-Aziz, E. Hüllermeier, in: In Proceedings 23rd International Conference
    on Case-Based Reasoning (ICCBR 2015), 2015, pp. 1–14.'
date_created: 2019-06-13T12:53:23Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 1-14
publication: In Proceedings 23rd International Conference on Case-Based Reasoning
  (ICCBR 2015)
status: public
title: Case Base Maintenance in Preference-Based CBR
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10237'
author:
- first_name: B.
  full_name: Szörényi, B.
  last_name: Szörényi
- first_name: Robert
  full_name: Busa-Fekete, Robert
  last_name: Busa-Fekete
- first_name: P.
  full_name: Weng, P.
  last_name: Weng
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Szörényi B, Busa-Fekete R, Weng P, Hüllermeier E. Qualitative Multi-Armed
    Bandits: A Quantile-Based Approach. In: <i>In Proceedings International Conference
    on Machine Learning (ICML 2015)</i>. ; 2015:1660-1668.'
  apa: 'Szörényi, B., Busa-Fekete, R., Weng, P., &#38; Hüllermeier, E. (2015). Qualitative
    Multi-Armed Bandits: A Quantile-Based Approach. In <i>In Proceedings International
    Conference on Machine Learning (ICML 2015)</i> (pp. 1660–1668).'
  bibtex: '@inproceedings{Szörényi_Busa-Fekete_Weng_Hüllermeier_2015, title={Qualitative
    Multi-Armed Bandits: A Quantile-Based Approach}, booktitle={In Proceedings International
    Conference on Machine Learning (ICML 2015)}, author={Szörényi, B. and Busa-Fekete,
    Robert and Weng, P. and Hüllermeier, Eyke}, year={2015}, pages={1660–1668} }'
  chicago: 'Szörényi, B., Robert Busa-Fekete, P. Weng, and Eyke Hüllermeier. “Qualitative
    Multi-Armed Bandits: A Quantile-Based Approach.” In <i>In Proceedings International
    Conference on Machine Learning (ICML 2015)</i>, 1660–68, 2015.'
  ieee: 'B. Szörényi, R. Busa-Fekete, P. Weng, and E. Hüllermeier, “Qualitative Multi-Armed
    Bandits: A Quantile-Based Approach,” in <i>In Proceedings International Conference
    on Machine Learning (ICML 2015)</i>, 2015, pp. 1660–1668.'
  mla: 'Szörényi, B., et al. “Qualitative Multi-Armed Bandits: A Quantile-Based Approach.”
    <i>In Proceedings International Conference on Machine Learning (ICML 2015)</i>,
    2015, pp. 1660–68.'
  short: 'B. Szörényi, R. Busa-Fekete, P. Weng, E. Hüllermeier, in: In Proceedings
    International Conference on Machine Learning (ICML 2015), 2015, pp. 1660–1668.'
date_created: 2019-06-13T13:22:04Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 1660-1668
publication: In Proceedings International Conference on Machine Learning (ICML 2015)
status: public
title: 'Qualitative Multi-Armed Bandits: A Quantile-Based Approach'
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10238'
author:
- first_name: Dirk
  full_name: Schäfer, Dirk
  last_name: Schäfer
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Schäfer D, Hüllermeier E. Dyad Ranking Using A Bilinear Plackett-Luce Model.
    In: <i>In Proceedings European Conference on Machine Learning and Knowledge Discovery
    in Databases (ECML/PKDD)</i>. ; 2015:227-242.'
  apa: Schäfer, D., &#38; Hüllermeier, E. (2015). Dyad Ranking Using A Bilinear Plackett-Luce
    Model. In <i>in Proceedings European Conference on Machine Learning and Knowledge
    Discovery in Databases (ECML/PKDD)</i> (pp. 227–242).
  bibtex: '@inproceedings{Schäfer_Hüllermeier_2015, title={Dyad Ranking Using A Bilinear
    Plackett-Luce Model}, booktitle={in Proceedings European Conference on Machine
    Learning and Knowledge Discovery in Databases (ECML/PKDD)}, author={Schäfer, Dirk
    and Hüllermeier, Eyke}, year={2015}, pages={227–242} }'
  chicago: Schäfer, Dirk, and Eyke Hüllermeier. “Dyad Ranking Using A Bilinear Plackett-Luce
    Model.” In <i>In Proceedings European Conference on Machine Learning and Knowledge
    Discovery in Databases (ECML/PKDD)</i>, 227–42, 2015.
  ieee: D. Schäfer and E. Hüllermeier, “Dyad Ranking Using A Bilinear Plackett-Luce
    Model,” in <i>in Proceedings European Conference on Machine Learning and Knowledge
    Discovery in Databases (ECML/PKDD)</i>, 2015, pp. 227–242.
  mla: Schäfer, Dirk, and Eyke Hüllermeier. “Dyad Ranking Using A Bilinear Plackett-Luce
    Model.” <i>In Proceedings European Conference on Machine Learning and Knowledge
    Discovery in Databases (ECML/PKDD)</i>, 2015, pp. 227–42.
  short: 'D. Schäfer, E. Hüllermeier, in: In Proceedings European Conference on Machine
    Learning and Knowledge Discovery in Databases (ECML/PKDD), 2015, pp. 227–242.'
date_created: 2019-06-13T13:25:29Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 227-242
publication: in Proceedings European Conference on Machine Learning and Knowledge
  Discovery in Databases (ECML/PKDD)
status: public
title: Dyad Ranking Using A Bilinear Plackett-Luce Model
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10239'
author:
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: W.
  full_name: Cheng, W.
  last_name: Cheng
citation:
  ama: 'Hüllermeier E, Cheng W. Superset Learning Based on Generalized Loss Minimization
    . In: <i>In Proceedings European Conference on Machine Learning and Knowledge
    Discovery in Databases (ECML/PKDD)</i>. ; 2015:260-275.'
  apa: Hüllermeier, E., &#38; Cheng, W. (2015). Superset Learning Based on Generalized
    Loss Minimization . In <i>in Proceedings European Conference on Machine Learning
    and Knowledge Discovery in Databases (ECML/PKDD)</i> (pp. 260–275).
  bibtex: '@inproceedings{Hüllermeier_Cheng_2015, title={Superset Learning Based on
    Generalized Loss Minimization }, booktitle={in Proceedings European Conference
    on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}, author={Hüllermeier,
    Eyke and Cheng, W.}, year={2015}, pages={260–275} }'
  chicago: Hüllermeier, Eyke, and W. Cheng. “Superset Learning Based on Generalized
    Loss Minimization .” In <i>In Proceedings European Conference on Machine Learning
    and Knowledge Discovery in Databases (ECML/PKDD)</i>, 260–75, 2015.
  ieee: E. Hüllermeier and W. Cheng, “Superset Learning Based on Generalized Loss
    Minimization ,” in <i>in Proceedings European Conference on Machine Learning and
    Knowledge Discovery in Databases (ECML/PKDD)</i>, 2015, pp. 260–275.
  mla: Hüllermeier, Eyke, and W. Cheng. “Superset Learning Based on Generalized Loss
    Minimization .” <i>In Proceedings European Conference on Machine Learning and
    Knowledge Discovery in Databases (ECML/PKDD)</i>, 2015, pp. 260–75.
  short: 'E. Hüllermeier, W. Cheng, in: In Proceedings European Conference on Machine
    Learning and Knowledge Discovery in Databases (ECML/PKDD), 2015, pp. 260–275.'
date_created: 2019-06-13T13:28:53Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 260-275
publication: in Proceedings European Conference on Machine Learning and Knowledge
  Discovery in Databases (ECML/PKDD)
status: public
title: 'Superset Learning Based on Generalized Loss Minimization '
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10240'
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. Weighted Rank Correlation : A Flexible Approach
    Based on Fuzzy Order Relations. In: <i>In Proceedings European Conference on Machine
    Learning and Knowledge Discovery in Databases (ECML/PKDD)</i>. ; 2015:422-437.'
  apa: 'Henzgen, S., &#38; Hüllermeier, E. (2015). Weighted Rank Correlation : A Flexible
    Approach Based on Fuzzy Order Relations. In <i>in Proceedings European Conference
    on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)</i> (pp.
    422–437).'
  bibtex: '@inproceedings{Henzgen_Hüllermeier_2015, title={Weighted Rank Correlation :
    A Flexible Approach Based on Fuzzy Order Relations}, booktitle={in Proceedings
    European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)},
    author={Henzgen, Sascha and Hüllermeier, Eyke}, year={2015}, pages={422–437} }'
  chicago: 'Henzgen, Sascha, and Eyke Hüllermeier. “Weighted Rank Correlation : A
    Flexible Approach Based on Fuzzy Order Relations.” In <i>In Proceedings European
    Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)</i>,
    422–37, 2015.'
  ieee: 'S. Henzgen and E. Hüllermeier, “Weighted Rank Correlation : A Flexible Approach
    Based on Fuzzy Order Relations,” in <i>in Proceedings European Conference on Machine
    Learning and Knowledge Discovery in Databases (ECML/PKDD)</i>, 2015, pp. 422–437.'
  mla: 'Henzgen, Sascha, and Eyke Hüllermeier. “Weighted Rank Correlation : A Flexible
    Approach Based on Fuzzy Order Relations.” <i>In Proceedings European Conference
    on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)</i>, 2015,
    pp. 422–37.'
  short: 'S. Henzgen, E. Hüllermeier, in: In Proceedings European Conference on Machine
    Learning and Knowledge Discovery in Databases (ECML/PKDD), 2015, pp. 422–437.'
date_created: 2019-06-13T13:32:20Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 422-437
publication: in Proceedings European Conference on Machine Learning and Knowledge
  Discovery in Databases (ECML/PKDD)
status: public
title: 'Weighted Rank Correlation : A Flexible Approach Based on Fuzzy Order Relations'
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10241'
author:
- first_name: B.
  full_name: Szörényi, B.
  last_name: Szörényi
- first_name: Robert
  full_name: Busa-Fekete, Robert
  last_name: Busa-Fekete
- first_name: Adil
  full_name: Paul, Adil
  last_name: Paul
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Szörényi B, Busa-Fekete R, Paul A, Hüllermeier E. Online Rank Elicitation
    for Plackett-Luce: A Dueling Bandits Approach. In: <i>In Advances in Neural Information
    Processing Systems 28 (NIPS 2015)</i>. ; 2015:604-612.'
  apa: 'Szörényi, B., Busa-Fekete, R., Paul, A., &#38; Hüllermeier, E. (2015). Online
    Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach. In <i>in Advances
    in Neural Information Processing Systems 28 (NIPS 2015)</i> (pp. 604–612).'
  bibtex: '@inproceedings{Szörényi_Busa-Fekete_Paul_Hüllermeier_2015, title={Online
    Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach}, booktitle={in
    Advances in Neural Information Processing Systems 28 (NIPS 2015)}, author={Szörényi,
    B. and Busa-Fekete, Robert and Paul, Adil and Hüllermeier, Eyke}, year={2015},
    pages={604–612} }'
  chicago: 'Szörényi, B., Robert Busa-Fekete, Adil Paul, and Eyke Hüllermeier. “Online
    Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach.” In <i>In Advances
    in Neural Information Processing Systems 28 (NIPS 2015)</i>, 604–12, 2015.'
  ieee: 'B. Szörényi, R. Busa-Fekete, A. Paul, and E. Hüllermeier, “Online Rank Elicitation
    for Plackett-Luce: A Dueling Bandits Approach,” in <i>in Advances in Neural Information
    Processing Systems 28 (NIPS 2015)</i>, 2015, pp. 604–612.'
  mla: 'Szörényi, B., et al. “Online Rank Elicitation for Plackett-Luce: A Dueling
    Bandits Approach.” <i>In Advances in Neural Information Processing Systems 28
    (NIPS 2015)</i>, 2015, pp. 604–12.'
  short: 'B. Szörényi, R. Busa-Fekete, A. Paul, E. Hüllermeier, in: In Advances in
    Neural Information Processing Systems 28 (NIPS 2015), 2015, pp. 604–612.'
date_created: 2019-06-13T13:37:19Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 604-612
publication: in Advances in Neural Information Processing Systems 28 (NIPS 2015)
status: public
title: 'Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach'
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10242'
author:
- first_name: B.
  full_name: Szörényi, B.
  last_name: Szörényi
- first_name: Robert
  full_name: Busa-Fekete, Robert
  last_name: Busa-Fekete
- first_name: K.
  full_name: Dembczynski, K.
  last_name: Dembczynski
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Szörényi B, Busa-Fekete R, Dembczynski K, Hüllermeier E. Online F-Measure
    Optimization. In: <i>In Advances in Neural Information Processing Systems 28 (NIPS
    2015)</i>. ; 2015:595-603.'
  apa: Szörényi, B., Busa-Fekete, R., Dembczynski, K., &#38; Hüllermeier, E. (2015).
    Online F-Measure Optimization. In <i>in Advances in Neural Information Processing
    Systems 28 (NIPS 2015)</i> (pp. 595–603).
  bibtex: '@inproceedings{Szörényi_Busa-Fekete_Dembczynski_Hüllermeier_2015, title={Online
    F-Measure Optimization}, booktitle={in Advances in Neural Information Processing
    Systems 28 (NIPS 2015)}, author={Szörényi, B. and Busa-Fekete, Robert and Dembczynski,
    K. and Hüllermeier, Eyke}, year={2015}, pages={595–603} }'
  chicago: Szörényi, B., Robert Busa-Fekete, K. Dembczynski, and Eyke Hüllermeier.
    “Online F-Measure Optimization.” In <i>In Advances in Neural Information Processing
    Systems 28 (NIPS 2015)</i>, 595–603, 2015.
  ieee: B. Szörényi, R. Busa-Fekete, K. Dembczynski, and E. Hüllermeier, “Online F-Measure
    Optimization,” in <i>in Advances in Neural Information Processing Systems 28 (NIPS
    2015)</i>, 2015, pp. 595–603.
  mla: Szörényi, B., et al. “Online F-Measure Optimization.” <i>In Advances in Neural
    Information Processing Systems 28 (NIPS 2015)</i>, 2015, pp. 595–603.
  short: 'B. Szörényi, R. Busa-Fekete, K. Dembczynski, E. Hüllermeier, in: In Advances
    in Neural Information Processing Systems 28 (NIPS 2015), 2015, pp. 595–603.'
date_created: 2019-06-13T13:41:45Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 595-603
publication: in Advances in Neural Information Processing Systems 28 (NIPS 2015)
status: public
title: Online F-Measure Optimization
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10243'
author:
- first_name: Adil
  full_name: El Mesaoudi-Paul, Adil
  last_name: El Mesaoudi-Paul
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'El Mesaoudi-Paul A, Hüllermeier E. A CBR Approach to the Angry Birds Game.
    In: <i>In Workshop Proc. 23rd International Conference on Case-Based Reasoning
    (ICCBR 2015)</i>. ; 2015:68-77.'
  apa: El Mesaoudi-Paul, A., &#38; Hüllermeier, E. (2015). A CBR Approach to the Angry
    Birds Game. In <i>in Workshop Proc. 23rd International Conference on Case-Based
    Reasoning (ICCBR 2015)</i> (pp. 68–77).
  bibtex: '@inproceedings{El Mesaoudi-Paul_Hüllermeier_2015, title={A CBR Approach
    to the Angry Birds Game}, booktitle={in Workshop Proc. 23rd International Conference
    on Case-Based Reasoning (ICCBR 2015)}, author={El Mesaoudi-Paul, Adil and Hüllermeier,
    Eyke}, year={2015}, pages={68–77} }'
  chicago: El Mesaoudi-Paul, Adil, and Eyke Hüllermeier. “A CBR Approach to the Angry
    Birds Game.” In <i>In Workshop Proc. 23rd International Conference on Case-Based
    Reasoning (ICCBR 2015)</i>, 68–77, 2015.
  ieee: A. El Mesaoudi-Paul and E. Hüllermeier, “A CBR Approach to the Angry Birds
    Game,” in <i>in Workshop Proc. 23rd International Conference on Case-Based Reasoning
    (ICCBR 2015)</i>, 2015, pp. 68–77.
  mla: El Mesaoudi-Paul, Adil, and Eyke Hüllermeier. “A CBR Approach to the Angry
    Birds Game.” <i>In Workshop Proc. 23rd International Conference on Case-Based
    Reasoning (ICCBR 2015)</i>, 2015, pp. 68–77.
  short: 'A. El Mesaoudi-Paul, E. Hüllermeier, in: In Workshop Proc. 23rd International
    Conference on Case-Based Reasoning (ICCBR 2015), 2015, pp. 68–77.'
date_created: 2019-06-13T13:55:28Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 68-77
publication: in Workshop Proc. 23rd International Conference on Case-Based Reasoning
  (ICCBR 2015)
status: public
title: A CBR Approach to the Angry Birds Game
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10244'
author:
- first_name: Dirk
  full_name: Schäfer, Dirk
  last_name: Schäfer
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Schäfer D, Hüllermeier E. Preference-Based Meta- Learning Using Dyad Ranking:
    Recommending Algorithms in Cold-Start Situations. In: <i>In Proceedings of the
    2015 International Workshop on Meta-Learning and Algorithm Selection (MetaSel@PKDD/ECML)</i>.
    ; 2015:110-111.'
  apa: 'Schäfer, D., &#38; Hüllermeier, E. (2015). Preference-Based Meta- Learning
    Using Dyad Ranking: Recommending Algorithms in Cold-Start Situations. In <i>in
    Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm
    Selection (MetaSel@PKDD/ECML)</i> (pp. 110–111).'
  bibtex: '@inproceedings{Schäfer_Hüllermeier_2015, title={Preference-Based Meta-
    Learning Using Dyad Ranking: Recommending Algorithms in Cold-Start Situations},
    booktitle={in Proceedings of the 2015 International Workshop on Meta-Learning
    and Algorithm Selection (MetaSel@PKDD/ECML)}, author={Schäfer, Dirk and Hüllermeier,
    Eyke}, year={2015}, pages={110–111} }'
  chicago: 'Schäfer, Dirk, and Eyke Hüllermeier. “Preference-Based Meta- Learning
    Using Dyad Ranking: Recommending Algorithms in Cold-Start Situations.” In <i>In
    Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm
    Selection (MetaSel@PKDD/ECML)</i>, 110–11, 2015.'
  ieee: 'D. Schäfer and E. Hüllermeier, “Preference-Based Meta- Learning Using Dyad
    Ranking: Recommending Algorithms in Cold-Start Situations,” in <i>in Proceedings
    of the 2015 International Workshop on Meta-Learning and Algorithm Selection (MetaSel@PKDD/ECML)</i>,
    2015, pp. 110–111.'
  mla: 'Schäfer, Dirk, and Eyke Hüllermeier. “Preference-Based Meta- Learning Using
    Dyad Ranking: Recommending Algorithms in Cold-Start Situations.” <i>In Proceedings
    of the 2015 International Workshop on Meta-Learning and Algorithm Selection (MetaSel@PKDD/ECML)</i>,
    2015, pp. 110–11.'
  short: 'D. Schäfer, E. Hüllermeier, in: In Proceedings of the 2015 International
    Workshop on Meta-Learning and Algorithm Selection (MetaSel@PKDD/ECML), 2015, pp.
    110–111.'
date_created: 2019-06-13T14:01:45Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 110-111
publication: in Proceedings of the 2015 International Workshop on Meta-Learning and
  Algorithm Selection (MetaSel@PKDD/ECML)
status: public
title: 'Preference-Based Meta- Learning Using Dyad Ranking: Recommending Algorithms
  in Cold-Start Situations'
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10245'
author:
- first_name: S.
  full_name: Lu, S.
  last_name: Lu
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Lu S, Hüllermeier E. Locally weighted regression through data imprecisiation.
    In: <i>Proceedings 25. Workshop Computational Intelligence</i>. ; 2015:97-104.'
  apa: Lu, S., &#38; Hüllermeier, E. (2015). Locally weighted regression through data
    imprecisiation. In <i>Proceedings 25. Workshop Computational Intelligence</i>
    (pp. 97–104).
  bibtex: '@inproceedings{Lu_Hüllermeier_2015, title={Locally weighted regression
    through data imprecisiation}, booktitle={Proceedings 25. Workshop Computational
    Intelligence}, author={Lu, S. and Hüllermeier, Eyke}, year={2015}, pages={97–104}
    }'
  chicago: Lu, S., and Eyke Hüllermeier. “Locally Weighted Regression through Data
    Imprecisiation.” In <i>Proceedings 25. Workshop Computational Intelligence</i>,
    97–104, 2015.
  ieee: S. Lu and E. Hüllermeier, “Locally weighted regression through data imprecisiation,”
    in <i>Proceedings 25. Workshop Computational Intelligence</i>, 2015, pp. 97–104.
  mla: Lu, S., and Eyke Hüllermeier. “Locally Weighted Regression through Data Imprecisiation.”
    <i>Proceedings 25. Workshop Computational Intelligence</i>, 2015, pp. 97–104.
  short: 'S. Lu, E. Hüllermeier, in: Proceedings 25. Workshop Computational Intelligence,
    2015, pp. 97–104.'
date_created: 2019-06-13T14:11:22Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 97-104
publication: Proceedings 25. Workshop Computational Intelligence
status: public
title: Locally weighted regression through data imprecisiation
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10246'
author:
- first_name: Ralph
  full_name: Ewerth, Ralph
  last_name: Ewerth
- first_name: A.
  full_name: Balz, A.
  last_name: Balz
- first_name: J.
  full_name: Gehlhaar, J.
  last_name: Gehlhaar
- first_name: K.
  full_name: Dembczynski, K.
  last_name: Dembczynski
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Ewerth R, Balz A, Gehlhaar J, Dembczynski K, Hüllermeier E. Depth estimation
    in monocular images: Quantitative versus qualitative approaches. In: <i>Proceedings
    25. Workshop Computational Intelligence</i>. ; 2015:235-240.'
  apa: 'Ewerth, R., Balz, A., Gehlhaar, J., Dembczynski, K., &#38; Hüllermeier, E.
    (2015). Depth estimation in monocular images: Quantitative versus qualitative
    approaches. In <i>Proceedings 25. Workshop Computational Intelligence</i> (pp.
    235–240).'
  bibtex: '@inproceedings{Ewerth_Balz_Gehlhaar_Dembczynski_Hüllermeier_2015, title={Depth
    estimation in monocular images: Quantitative versus qualitative approaches}, booktitle={Proceedings
    25. Workshop Computational Intelligence}, author={Ewerth, Ralph and Balz, A. and
    Gehlhaar, J. and Dembczynski, K. and Hüllermeier, Eyke}, year={2015}, pages={235–240}
    }'
  chicago: 'Ewerth, Ralph, A. Balz, J. Gehlhaar, K. Dembczynski, and Eyke Hüllermeier.
    “Depth Estimation in Monocular Images: Quantitative versus Qualitative Approaches.”
    In <i>Proceedings 25. Workshop Computational Intelligence</i>, 235–40, 2015.'
  ieee: 'R. Ewerth, A. Balz, J. Gehlhaar, K. Dembczynski, and E. Hüllermeier, “Depth
    estimation in monocular images: Quantitative versus qualitative approaches,” in
    <i>Proceedings 25. Workshop Computational Intelligence</i>, 2015, pp. 235–240.'
  mla: 'Ewerth, Ralph, et al. “Depth Estimation in Monocular Images: Quantitative
    versus Qualitative Approaches.” <i>Proceedings 25. Workshop Computational Intelligence</i>,
    2015, pp. 235–40.'
  short: 'R. Ewerth, A. Balz, J. Gehlhaar, K. Dembczynski, E. Hüllermeier, in: Proceedings
    25. Workshop Computational Intelligence, 2015, pp. 235–240.'
date_created: 2019-06-13T14:20:49Z
date_updated: 2022-01-06T06:50:33Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
page: 235-240
publication: Proceedings 25. Workshop Computational Intelligence
status: public
title: 'Depth estimation in monocular images: Quantitative versus qualitative approaches'
type: conference
user_id: '49109'
year: '2015'
...
---
_id: '10319'
author:
- first_name: W.
  full_name: Waegeman, W.
  last_name: Waegeman
- first_name: K.
  full_name: Dembczynski, K.
  last_name: Dembczynski
- first_name: A.
  full_name: Jachnik, A.
  last_name: Jachnik
- first_name: W.
  full_name: Cheng, W.
  last_name: Cheng
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Waegeman W, Dembczynski K, Jachnik A, Cheng W, Hüllermeier E. On the Bayes-Optimality
    of F-Measure Maximizers. <i>in Journal of Machine Learning Research</i>. 2015;15:3333-3388.
  apa: Waegeman, W., Dembczynski, K., Jachnik, A., Cheng, W., &#38; Hüllermeier, E.
    (2015). On the Bayes-Optimality of F-Measure Maximizers. <i>In Journal of Machine
    Learning Research</i>, <i>15</i>, 3333–3388.
  bibtex: '@article{Waegeman_Dembczynski_Jachnik_Cheng_Hüllermeier_2015, title={On
    the Bayes-Optimality of F-Measure Maximizers}, volume={15}, journal={in Journal
    of Machine Learning Research}, author={Waegeman, W. and Dembczynski, K. and Jachnik,
    A. and Cheng, W. and Hüllermeier, Eyke}, year={2015}, pages={3333–3388} }'
  chicago: 'Waegeman, W., K. Dembczynski, A. Jachnik, W. Cheng, and Eyke Hüllermeier.
    “On the Bayes-Optimality of F-Measure Maximizers.” <i>In Journal of Machine Learning
    Research</i> 15 (2015): 3333–88.'
  ieee: W. Waegeman, K. Dembczynski, A. Jachnik, W. Cheng, and E. Hüllermeier, “On
    the Bayes-Optimality of F-Measure Maximizers,” <i>in Journal of Machine Learning
    Research</i>, vol. 15, pp. 3333–3388, 2015.
  mla: Waegeman, W., et al. “On the Bayes-Optimality of F-Measure Maximizers.” <i>In
    Journal of Machine Learning Research</i>, vol. 15, 2015, pp. 3333–88.
  short: W. Waegeman, K. Dembczynski, A. Jachnik, W. Cheng, E. Hüllermeier, In Journal
    of Machine Learning Research 15 (2015) 3333–3388.
date_created: 2019-06-26T13:04:35Z
date_updated: 2022-01-06T06:50:36Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '        15'
language:
- iso: eng
page: 3333-3388
publication: in Journal of Machine Learning Research
status: public
title: On the Bayes-Optimality of F-Measure Maximizers
type: journal_article
user_id: '49109'
volume: 15
year: '2015'
...
---
_id: '10320'
author:
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Hüllermeier E. Does machine learning need fuzzy logic? <i>Fuzzy Sets and Systems</i>.
    2015;281:292-299.
  apa: Hüllermeier, E. (2015). Does machine learning need fuzzy logic? <i>Fuzzy Sets
    and Systems</i>, <i>281</i>, 292–299.
  bibtex: '@article{Hüllermeier_2015, title={Does machine learning need fuzzy logic?},
    volume={281}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke}, year={2015},
    pages={292–299} }'
  chicago: 'Hüllermeier, Eyke. “Does Machine Learning Need Fuzzy Logic?” <i>Fuzzy
    Sets and Systems</i> 281 (2015): 292–99.'
  ieee: E. Hüllermeier, “Does machine learning need fuzzy logic?,” <i>Fuzzy Sets and
    Systems</i>, vol. 281, pp. 292–299, 2015.
  mla: Hüllermeier, Eyke. “Does Machine Learning Need Fuzzy Logic?” <i>Fuzzy Sets
    and Systems</i>, vol. 281, 2015, pp. 292–99.
  short: E. Hüllermeier, Fuzzy Sets and Systems 281 (2015) 292–299.
date_created: 2019-06-26T13:07:00Z
date_updated: 2022-01-06T06:50:36Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '       281'
language:
- iso: eng
page: 292-299
publication: Fuzzy Sets and Systems
status: public
title: Does machine learning need fuzzy logic?
type: journal_article
user_id: '49109'
volume: 281
year: '2015'
...
---
_id: '10321'
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. Recovery analysis for adaptive learning from non-stationary
    data streams: Experimental design and case study. <i>Neurocomputing</i>. 2015;150:250-264.'
  apa: 'Shaker, A., &#38; Hüllermeier, E. (2015). Recovery analysis for adaptive learning
    from non-stationary data streams: Experimental design and case study. <i>Neurocomputing</i>,
    <i>150</i>, 250–264.'
  bibtex: '@article{Shaker_Hüllermeier_2015, title={Recovery analysis for adaptive
    learning from non-stationary data streams: Experimental design and case study},
    volume={150}, journal={Neurocomputing}, author={Shaker, Ammar and Hüllermeier,
    Eyke}, year={2015}, pages={250–264} }'
  chicago: 'Shaker, Ammar, and Eyke Hüllermeier. “Recovery Analysis for Adaptive Learning
    from Non-Stationary Data Streams: Experimental Design and Case Study.” <i>Neurocomputing</i>
    150 (2015): 250–64.'
  ieee: 'A. Shaker and E. Hüllermeier, “Recovery analysis for adaptive learning from
    non-stationary data streams: Experimental design and case study,” <i>Neurocomputing</i>,
    vol. 150, pp. 250–264, 2015.'
  mla: 'Shaker, Ammar, and Eyke Hüllermeier. “Recovery Analysis for Adaptive Learning
    from Non-Stationary Data Streams: Experimental Design and Case Study.” <i>Neurocomputing</i>,
    vol. 150, 2015, pp. 250–64.'
  short: A. Shaker, E. Hüllermeier, Neurocomputing 150 (2015) 250–264.
date_created: 2019-06-26T13:09:44Z
date_updated: 2022-01-06T06:50:36Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
intvolume: '       150'
language:
- iso: eng
page: 250-264
publication: Neurocomputing
status: public
title: 'Recovery analysis for adaptive learning from non-stationary data streams:
  Experimental design and case study'
type: journal_article
user_id: '49109'
volume: 150
year: '2015'
...