umu.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Preprocessing for informative, ecient andsmall networks
Umeå University, Faculty of Science and Technology, Department of Computing Science.
2001 (English)In: Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Vol 3), IEEE Computer Society, 2001, 1776-1779 p.Conference paper, Published paper (Refereed)
Abstract [en]

We demonstrate how sigmoidal fuzzification affects discriminant capacities. In particular, we study thepreprocessing perceptron and compare it with the multilayer perceptron. Case studies are selected from the medical domain, where output performance needs to be related to requirements for high sensitivities. These smaller and more informative networks tend also to be more robust with respect to accuracy with various requirements on sensitivities

Place, publisher, year, edition, pages
IEEE Computer Society, 2001. 1776-1779 p.
National Category
Computer Science
Identifiers
URN: urn:nbn:se:umu:diva-80605DOI: 10.1109/NAFIPS.2001.943821ISBN: 0-7803-7078-3 (print)OAI: oai:DiVA.org:umu-80605DiVA: diva2:650503
Conference
Joint 9th IFSA World Congress and 20th NAFIPS International Conference, 25-28 July 2001, Vancouver, BC
Available from: 2013-09-22 Created: 2013-09-22 Last updated: 2014-02-06Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full text

Authority records BETA

Eklund, Patrik

Search in DiVA

By author/editor
Eklund, Patrik
By organisation
Department of Computing Science
Computer Science

Search outside of DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 17 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf