Algorithms of fuzzy clustering with partial supervision

Witold Pedrycz

doi:10.1016/0167-8655(85)90037-6

Algorithms of fuzzy clustering with partial supervision

Witold Pedrycz

Katedra Pomiarów i Systemów Sterowania (RAU/RAU2)

Wyniki badań: Wkład do czasopisma › Artykuł › recenzja

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Abstrakt

The paper is concerned with methods of fuzzy clustering based minimization of a scalar performance index with the aid of some labelled patterns. Some modifications of the performance index that take into account the results of partial supervision are proposed. The results of the algorithms introduced are exemplified by the use of numerical examples (Gustafson's cross and EKG data set).

Język oryginału	angielski
Strony (od–do)	13-20
Liczba stron	8
Czasopismo	Pattern Recognition Letters
Tom	3
Numer wydania	1
Identyfikatory DOI	https://doi.org/10.1016/0167-8655(85)90037-6
Status publikacji	Opublikowano - sty 1985

Obszary tematyczne ASJC Scopus

Oprogramowanie
Przetwarzanie sygnałów
Rozpoznawanie obrazów i wzorów
Sztuczna inteligencja

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10.1016/0167-8655(85)90037-6

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Cytowanie

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title = "Algorithms of fuzzy clustering with partial supervision",

abstract = "The paper is concerned with methods of fuzzy clustering based minimization of a scalar performance index with the aid of some labelled patterns. Some modifications of the performance index that take into account the results of partial supervision are proposed. The results of the algorithms introduced are exemplified by the use of numerical examples (Gustafson's cross and EKG data set).",

keywords = "Fuzzy clustering, partial supervision",

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AB - The paper is concerned with methods of fuzzy clustering based minimization of a scalar performance index with the aid of some labelled patterns. Some modifications of the performance index that take into account the results of partial supervision are proposed. The results of the algorithms introduced are exemplified by the use of numerical examples (Gustafson's cross and EKG data set).

KW - Fuzzy clustering

KW - partial supervision

UR - https://www.scopus.com/pages/publications/0001931761

U2 - 10.1016/0167-8655(85)90037-6

DO - 10.1016/0167-8655(85)90037-6

M3 - Article

AN - SCOPUS:0001931761

SN - 0167-8655

VL - 3

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JO - Pattern Recognition Letters

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IS - 1

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Algorithms of fuzzy clustering with partial supervision

Abstrakt

Obszary tematyczne ASJC Scopus

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