hh.sePublikationer
Ändra sökning
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Quality function for unsupervised classification and its use in graphic arts
Kaunas University of Technology, Kaunas, Lithuania.
Kaunas University of Technology, Kaunas, Lithuania.
Högskolan i Halmstad, Akademin för informationsteknologi, Halmstad Embedded and Intelligent Systems Research (EIS), Laboratoriet för intelligenta system.
1999 (Engelska)Ingår i: Journal of Advanced Computational Intelligence, Vol. 3, nr 6, s. 532-540Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

In this paper, we propose quality function for an unsupervised neural classification. The function is based on the third order polynomials. The objective of the quality function is to find a place of the input space sparse in data points. By maximising the quality function, we find decision boundary between data clusters instead of centres of the clusters. The shape and place of the decision boundary are rather insensitive to the magnitude of the weight vector established during the maximisation process. A superiority of the proposed quality function over other similar functions as well as conventional clustering algorithms tested has been observed in the experiments. The proposed quality function has been successfully used for colour image segmentation.

Ort, förlag, år, upplaga, sidor
Japan, 1999. Vol. 3, nr 6, s. 532-540
Nyckelord [en]
Optimization, Printing quality
Nationell ämneskategori
Elektroteknik och elektronik Kemi
Identifikatorer
URN: urn:nbn:se:hh:diva-21501OAI: oai:DiVA.org:hh-21501DiVA, id: diva2:605953
Tillgänglig från: 2013-02-16 Skapad: 2013-02-16 Senast uppdaterad: 2022-09-13Bibliografiskt granskad

Open Access i DiVA

Fulltext saknas i DiVA

Person

Verikas, AntanasMalmqvist, Kerstin

Sök vidare i DiVA

Av författaren/redaktören
Verikas, AntanasMalmqvist, Kerstin
Av organisationen
Laboratoriet för intelligenta system
Elektroteknik och elektronikKemi

Sök vidare utanför DiVA

GoogleGoogle Scholar

urn-nbn

Altmetricpoäng

urn-nbn
Totalt: 236 träffar
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf