Title:

New developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: applications * Intuitionistic fuzzy classifier - a tool for recognizing imbalanced classes

Subtitle:

Książka = Book ; KS/4/2012/P23

Creator:

Szmidt, Eulalia ; Kukier, Marta

Publisher:

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

Place of publishing:

Warszawa

Date issued/created:

2012

Description:

[5], 287-296 pages ; 21 cm ; Bibliography p. 294-296

Type of object:

Book/Chapter

Abstract:

This paper is a continuation of our previous works on classification of imbalance and overlapping classes using intuitionistic fuzzy sets. We compare the results of recognizing imbalanced classes obtained via a fuzzy classifier and intuitionistic fuzzy classifier. Benchmark data sets are examined.

Relation:

Książka = Book

Resource type:

Text

Detailed Resource Type:

Book

Source:

KS-2012-04-P23

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open