Publication detail

Clustering of Vaguely Defined Objects

ŽÁK, L.

Czech title

Shlukování vágně definovaných objektů

English title

Clustering of Vaguely Defined Objects

Type

journal article - other

Language

en

Original abstract

This paper is concerned with the clustering of objects whose properties cannot be described by exact data. These can only be described by fuzzy sets or by linguistic values of previously defined linguistic variables. To cluster these objects we use a generalization of classic clustering methods in which instead fuzzy similarity (fuzzy dissimilarity) of objects, rather than similarity or dissimilarity, is used to define the clustering of fuzzy objects.}

Czech abstract

Článek se zabývá shlukováním objektů, kreré nelze popsat přesnými údaji. K popisu se využívá fuzzy množin.

English abstract

This paper is concerned with the clustering of objects whose properties cannot be described by exact data. These can only be described by fuzzy sets or by linguistic values of previously defined linguistic variables. To cluster these objects we use a generalization of classic clustering methods in which instead fuzzy similarity (fuzzy dissimilarity) of objects, rather than similarity or dissimilarity, is used to define the clustering of fuzzy objects.}

Keywords in English

fuzzy set, classification, clustering, fuzzy clustering

RIV year

2003

Released

13.03.2003

ISSN

1212-5059

Volume

2003

Number

1

Pages from–to

38–50

Pages count

12

BIBTEX


@article{BUT41929,
  author="Libor {Žák},
  title="Clustering of Vaguely Defined Objects",
  year="2003",
  volume="2003",
  number="1",
  month="March",
  pages="38--50",
  issn="1212-5059"
}