FUZZY CLASSIFICATION OF SYMBOLIC OBJECTS
FUZZY CLASSIFICATION OF SYMBOLIC OBJECTS
Author(s): Małgorzata Machowska–SzewczykSubject(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.
Journal: Metody Ilościowe w Badaniach Ekonomicznych
- Issue Year: XIV/2013
- Issue No: 2
- Page Range: 51-60
- Page Count: 10
- Language: English
