---
_id: '2087'
abstract:
- lang: eng
  text: It is likely in real-world applications that only little data isavailable
    for training a knowledge-based system. We present a method forautomatically training
    the knowledge-representing membership functionsof a Fuzzy-Pattern-Classification
    system that works also when only littledata is available and the universal set
    is described insufficiently. Actually,this paper presents how the Modified-Fuzzy-Pattern-Classifier’s
    member-ship functions are trained using probability distribution functions.
author:
- first_name: Uwe
  full_name: Mönks, Uwe
  id: '1825'
  last_name: Mönks
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
- first_name: Denis
  full_name: Petker, Denis
  last_name: Petker
citation:
  ama: 'Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small
    Data Sets. In: <i>IPMU 2010 - International Conference on Information Processing
    and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02
    July 2010, Dortmund, Germany; 2010.'
  apa: Mönks, U., Lohweg, V., &#38; Petker, D. (2010). Fuzzy-Pattern-Classifier Training
    with Small Data Sets. In <i>IPMU 2010 - International Conference on Information
    Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun
    2010 - 02 July 2010, Dortmund, Germany.
  bjps: <b>Mönks U, Lohweg V and Petker D</b> (2010) Fuzzy-Pattern-Classifier Training
    with Small Data Sets. <i>IPMU 2010 - International Conference on Information Processing
    and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02
    July 2010, Dortmund, Germany.
  chicago: Mönks, Uwe, Volker Lohweg, and Denis Petker. “Fuzzy-Pattern-Classifier
    Training with Small Data Sets.” In <i>IPMU 2010 - International Conference on
    Information Processing and Management of Uncertainty in Knowledge Based Systems</i>.
    28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.
  chicago-de: 'Mönks, Uwe, Volker Lohweg und Denis Petker. 2010. Fuzzy-Pattern-Classifier
    Training with Small Data Sets. In: <i>IPMU 2010 - International Conference on
    Information Processing and Management of Uncertainty in Knowledge Based Systems</i>.
    28 Jun 2010 - 02 July 2010, Dortmund, Germany.'
  din1505-2-1: '<span style="font-variant:small-caps;">Mönks, Uwe</span> ; <span style="font-variant:small-caps;">Lohweg,
    Volker</span> ; <span style="font-variant:small-caps;">Petker, Denis</span>: Fuzzy-Pattern-Classifier
    Training with Small Data Sets. In: <i>IPMU 2010 - International Conference on
    Information Processing and Management of Uncertainty in Knowledge Based Systems</i> :
    28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010'
  havard: 'U. Mönks, V. Lohweg, D. Petker, Fuzzy-Pattern-Classifier Training with
    Small Data Sets, in: IPMU 2010 - International Conference on Information Processing
    and Management of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July
    2010, Dortmund, Germany, 2010.'
  ieee: U. Mönks, V. Lohweg, and D. Petker, “Fuzzy-Pattern-Classifier Training with
    Small Data Sets,” in <i>IPMU 2010 - International Conference on Information Processing
    and Management of Uncertainty in Knowledge Based Systems</i>, 2010.
  mla: Mönks, Uwe, et al. “Fuzzy-Pattern-Classifier Training with Small Data Sets.”
    <i>IPMU 2010 - International Conference on Information Processing and Management
    of Uncertainty in Knowledge Based Systems</i>, 28 Jun 2010 - 02 July 2010, Dortmund,
    Germany, 2010.
  short: 'U. Mönks, V. Lohweg, D. Petker, in: IPMU 2010 - International Conference
    on Information Processing and Management of Uncertainty in Knowledge Based Systems,
    28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.'
  ufg: '<b>Mönks, Uwe et. al. (2010)</b>: Fuzzy-Pattern-Classifier Training with Small
    Data Sets, in: <i>IPMU 2010 - International Conference on Information Processing
    and Management of Uncertainty in Knowledge Based Systems</i>.'
  van: 'Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small
    Data Sets. In: IPMU 2010 - International Conference on Information Processing
    and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02 July
    2010, Dortmund, Germany; 2010.'
date_created: 2019-12-02T08:15:18Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
keyword:
- Fuzzy Logic
- Probability Theory
- Fuzzy-Pattern-Classification
- Machine Learning
- Artificial Intelligence
- Pattern Recognition
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.th-owl.de/init/uploads/tx_initdb/00800426_01.pdf
oa: '1'
publication: IPMU 2010 - International Conference on Information Processing and Management
  of Uncertainty in Knowledge Based Systems
publication_status: published
publisher: 28 Jun 2010 - 02 July 2010, Dortmund, Germany
status: public
title: Fuzzy-Pattern-Classifier Training with Small Data Sets
type: conference
user_id: '45673'
year: 2010
...
---
_id: '6356'
author:
- first_name: R.
  full_name: Czwalinna, R.
  last_name: Czwalinna
- first_name: Patrick
  full_name: Wilhelm, Patrick
  id: '12013'
  last_name: Wilhelm
- first_name: Gerhard
  full_name: Lehre, Gerhard
  id: '12024'
  last_name: Lehre
- first_name: Ulrich
  full_name: Müller, Ulrich
  id: '12119'
  last_name: Müller
citation:
  ama: 'Czwalinna R, Wilhelm P, Lehre G, Müller U. Vergleich zweier Gefrierverfahren
    von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung.
    In: ; 2001.'
  apa: Czwalinna, R., Wilhelm, P., Lehre, G., &#38; Müller, U. (2001). Vergleich zweier
    Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung,
    Kurzfassung. Presented at the Proceedings zum GDL-Kongress Lebensmitteltechnologie
    2001, GDL , Berlin.
  bjps: <b>Czwalinna R <i>et al.</i></b> (2001) Vergleich zweier Gefrierverfahren
    von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung.
  chicago: Czwalinna, R., Patrick Wilhelm, Gerhard Lehre, and Ulrich Müller. “Vergleich
    zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung,
    Kurzfassung,” 2001.
  chicago-de: 'Czwalinna, R., Patrick Wilhelm, Gerhard Lehre und Ulrich Müller. 2001.
    Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden
    Vakuumgefriertrocknung, Kurzfassung. In: .'
  din1505-2-1: '<span style="font-variant:small-caps;">Czwalinna, R.</span> ; <span
    style="font-variant:small-caps;">Wilhelm, Patrick</span> ; <span style="font-variant:small-caps;">Lehre,
    Gerhard</span> ; <span style="font-variant:small-caps;">Müller, Ulrich</span>:
    Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden
    Vakuumgefriertrocknung, Kurzfassung. In: , 2001'
  havard: 'R. Czwalinna, P. Wilhelm, G. Lehre, U. Müller, Vergleich zweier Gefrierverfahren
    von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung,
    in: 2001.'
  ieee: R. Czwalinna, P. Wilhelm, G. Lehre, and U. Müller, “Vergleich zweier Gefrierverfahren
    von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung,”
    presented at the Proceedings zum GDL-Kongress Lebensmitteltechnologie 2001, GDL
    , Berlin, 2001.
  mla: Czwalinna, R., et al. <i>Vergleich zweier Gefrierverfahren von Stutenmilch
    hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung</i>. 2001.
  short: 'R. Czwalinna, P. Wilhelm, G. Lehre, U. Müller, in: 2001.'
  ufg: '<b>Czwalinna, R. et. al. (2001)</b>: Vergleich zweier Gefrierverfahren von
    Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung,
    in: .'
  van: Czwalinna R, Wilhelm P, Lehre G, Müller U. Vergleich zweier Gefrierverfahren
    von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung.
    In 2001.
conference:
  end_date: 2001-11-10
  location: Berlin
  name: 'Proceedings zum GDL-Kongress Lebensmitteltechnologie 2001, GDL '
  start_date: 2001-11-08
date_created: 2021-09-17T07:04:45Z
date_updated: 2023-03-15T13:50:05Z
department:
- _id: DEP4009
keyword:
- GDL e. V.
- Bonn
- (ISDN 3-931678-04-0)
language:
- iso: ger
status: public
title: Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden
  Vakuumgefriertrocknung, Kurzfassung
type: conference_abstract
user_id: '74222'
year: 2001
...