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RCIN and OZwRCIN projects

Object

Title: Classification of imbalanced and overlaping classes using intuitionistic fuzzy sets

Creator:

Szmidt, Eulalia : Autor ; Kukier, Marta : Autor

Date issued/created:

2005

Resource type:

Tekst

Subtitle:

Raport Badawczy = Research Report ; RB/40/2005

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Description:

7 stron ; 21 cm ; Bibliografia s. 7

Type of object:

Książka/Rozdział

Abstract:

This paper describes works in progress on the problem of classification of imbalanced and overlaping classes using intuitionistic fuzzy sets. A fuzzy set approach is presented first — the classes are recognized using a fuzzy classifier. Next, an intuitionistic fuzzy set representation is proposed. We show that intuitionistic fuzzy classifier has some natural tendency to deal efficiently with imbalanced and overlaping data. We also explore in details the evalu­ation of the classifier results (especially from the point of view of recognizing the smaller class).

Relation:

Raport Badawczy = Research Report

Detailed Resource Type:

Raport

Resource Identifier:

oai:rcin.org.pl:139669

Source:

RB-2005-40

Language:

eng

Language of abstract:

eng

Rights:

Licencja Creative Commons Uznanie autorstwa 4.0

Terms of use:

Zasób chroniony prawem autorskim. [CC BY 4.0 Międzynarodowe] Korzystanie dozwolone zgodnie z licencją Creative Commons Uznanie autorstwa 4.0, której pełne postanowienia dostępne są pod adresem: ; -

Digitizing institution:

Instytut Badań Systemowych Polskiej Akademii Nauk

Original in:

Biblioteka Instytutu Badań Systemowych PAN

Projects co-financed by:

Program Operacyjny Polska Cyfrowa, lata 2014-2020, Działanie 2.3 : Cyfrowa dostępność i użyteczność sektora publicznego; środki z Europejskiego Funduszu Rozwoju Regionalnego oraz współfinansowania krajowego z budżetu państwa

Access:

Otwarty

Object collections:

Last modified:

Oct 8, 2020

In our library since:

Sep 17, 2020

Number of object content downloads / hits:

4

All available object's versions:

https://rcin.org.pl./publication/175122

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