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FUZZY CLASSIFICATION OF SYMBOLIC OBJECTS
FUZZY CLASSIFICATION OF SYMBOLIC OBJECTS

Author(s): Małgorzata Machowska–Szewczyk
Subject(s): Economy
Published by: Szkoła Główna Gospodarstwa Wiejskiego w Warszawie
Keywords: fuzzy classification; symbolic data; histogram-valued symbolic data

Summary/Abstract: The aim of this work is to present fuzzy clustering algorithm for objects, which can be described by mixed feature-type symbolic data and fuzzy data. The main idea is the transformation of mixed feature-type symbolic data and fuzzy data into histogram-valued symbolic data. Fuzzy classification is very useful in case, when classes are difficult separated, mixed objects can be classified into class with the fixed degree of membership.

  • Issue Year: XIV/2013
  • Issue No: 2
  • Page Range: 51-60
  • Page Count: 10
  • Language: English
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