Membership Functions for Multiclassification by Pairwise SVM

DOI

Bibliographic Information

Other Title
  • ペアワイズ識別に基づく多種識別でのメンバーシップ関数の制約条件

Description

Flying objects are observed by the radar to be automatically classified into multi-classes. The problem is solved by the pairwise classifications and their aggregation. The summation of the memberships of the pairwise judgements, instead of their minimum, are employed, in order to reconfigure the classes after the classification. For the summation aggregation, the consistency between final- and pairwise-classifications requires the constraints, e.g. negative votes, in the membership functions of the pairwise judgements.

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Keywords

Details 詳細情報について

  • CRID
    1390282680644030208
  • NII Article ID
    130004591436
  • DOI
    10.14864/fss.22.0.82.0
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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