Title:

Developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: Applications * Asymmetric distances and fuzzy grouping

Subtitle:

Książka = Book ; KS/6/2010/T2P17

Creator:

Owsiński, Jan Wojciech

Publisher:

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

Place of publishing:

Warszawa

Date issued/created:

2010

Description:

[5], 207-215 pages ; 21 cm ; Bibliography p. 214-215

Type of object:

Book/Chapter

Abstract:

Given asymmetric distances are a hard problem to treat explicitly in any context, including clustering. The usual way out is to somehow symmetrise hem at some point of the procedure. Even though, for quite fundamental reasons, asymmetric structures can hardly be analysed “by inspection” for even modest dimensionality of problems, it is argued in this paper that fuzzy clustering is one domain, in which asymmetric distances can be accommodated in a quite natural manner. Following the previous paper of the author, a procedure is proposed, here complemented with additional analysis, emphasis being placed on the quality criterion (objective function).

Relation:

Książka = Book

Resource type:

Text

Detailed Resource Type:

Book

Source:

KS-2010-06-T2P17

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