English, Article edition: METHOD OF KEY VECTORS EXTRACTION USING R-CLOUD CLASSIFIERS ANTON BOUGAEV; ALEKSEY URMANOV; LEFTERI TSOUKALAS; ...

User activity

Share to:
 
Bookmark: http://trove.nla.gov.au/version/133154
Physical Description
  • article
Language
  • English

Edition details

Title
  • METHOD OF KEY VECTORS EXTRACTION USING R-CLOUD CLASSIFIERS
Author
  • ANTON BOUGAEV
  • ALEKSEY URMANOV
  • LEFTERI TSOUKALAS
  • KENNY GROSS
Physical Description
  • article
Notes
  • A novel method for reducing a training data set in the context of nonparametric classification is proposed. The new method is based on the method of R-clouds. The advantages of the R-cloud classification method introduced recently are being investigated. The separating boundary of the R-cloud classifier is represented using Rvachev functions. The method of key vectors extraction uses the value of the R-cloud function to quantify the disturbance of the separating boundary, which is caused by removal of one data vector from the design dataset. The R-cloud method was found instructive and practical in a number of engineering problems related to pattern classification.
  • Rvachev functions, R-clouds, classification, data set reduction, key vectors
  • RePEc:wsi:nmncxx:v:03:y:2007:i:03:p:419-426
Language
  • English
Contributed by
OAIster

Get this edition

  • Set up My libraries

    How do I set up "My libraries"?

    In order to set up a list of libraries that you have access to, you must first login or sign up. Then set up a personal list of libraries from your profile page by clicking on your user name at the top right of any screen.

  • All (1)
  • Unknown (1)
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.

User activity


e.g. test cricket, Perth (WA), "Parkes, Henry"

Separate different tags with a comma. To include a comma in your tag, surround the tag with double quotes.

Be the first to add a tag for this edition

Be the first to add this to a list

Comments and reviews

What are comments? Add a comment

No user comments or reviews for this version

Add a comment