Publication detail

Fuzzy Objects and Fuzzy Clustering

ŽÁK, L.

Czech title

Fuzzy objekty a fuzzy shlukování

English title

Fuzzy Objects and Fuzzy Clustering

Type

conference paper

Language

en

Original abstract

This article discusses the clustering of objects, which characteristics cannot be described by exact data. These ones can be described by fuzzy sets or linguistic values. To cluster these objects we use a generalization of classic clustering methods in which instead of similarity (dissimilarity) is defined a term fuzzy similarity (fuzzy dissimilarity) of objects that is used to define clustering of fuzzy objects.

Czech abstract

Článek pojednává o shlukování objektů, jejichž vlastnosti nelze popsat přesnými údaji. K popisu slouží fuzzy množiny, popřípadě lingvistické hodnoty. Ke shlukování se využívá zobecnění standardních shlukovacích metod, kde místo podobnosti (nepodobnosti) objektů je zaveden pojem fuzzy podobnosti (fuzzy nepodobnosti) objektů a s použitím tohoto pojmu se definuje shlukování nad fuzzy objekty.

English abstract

This article discusses the clustering of objects, which characteristics cannot be described by exact data. These ones can be described by fuzzy sets or linguistic values. To cluster these objects we use a generalization of classic clustering methods in which instead of similarity (dissimilarity) is defined a term fuzzy similarity (fuzzy dissimilarity) of objects that is used to define clustering of fuzzy objects.

Keywords in English

n

RIV year

2001

Released

06.09.2000

Publisher

IPM Hochschole - Zittau

Location

Zittau

ISBN

3-00-006723-X

Book

8th Zittau Fuzzy Colloquium 2000

Pages count

10

BIBTEX


@inproceedings{BUT3908,
  author="Libor {Žák},
  title="Fuzzy Objects and Fuzzy Clustering",
  booktitle="8th Zittau Fuzzy Colloquium 2000",
  year="2000",
  month="September",
  publisher="IPM Hochschole - Zittau",
  address="Zittau",
  isbn="3-00-006723-X"
}