Title:

Developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: Applications * On linguistic interpretation of data-driven knowledge

Subtitle:

Książka = Book ; KS/6/2010/T2P23

Creator:

Straszecka, Ewa

Publisher:

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

Place of publishing:

Warszawa

Date issued/created:

2010

Description:

[5], 285-292 pages ; 21 cm ; Bibliography p. 292

Type of object:

Book/Chapter

Abstract:

The paper deals with the problem of interpretation of linguistic values in heuristic rules. Such rules are often made by experts in order to support a diagnosis. However, membership functions created by the experts to represent premises of the rules as well as weights of symptoms in the diagnosis may strongly depend on diagnostic circumstances. Therefore, the goal of the proposed method is to maintain rules and to attach them with membership functions and weights that are data-driven. In this way the rules preserve their semantic meaning and if some of them are not applicable they are deleted.

Relation:

Książka = Book

Resource type:

Text

Detailed Resource Type:

Book

Source:

KS-2010-06-T2P23

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