Title:

On linguistic summaries of time series using a fuzzy quantifier based aggregation via the sugeno integral

Subtitle:

Raport Badawczy = Research Report ; RB/10/2006

Creator:

Kacprzyk, Janusz (1947– ) : Autor ; Zadrożny, Sławomir : Autor ; Wilbik, Anna : Autor

Publisher:

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

Place of publishing:

Warszawa

Date issued/created:

2006

Description:

27 pages ; 21 cm ; Bibliography p. 25-27

Type of object:

Book/Chapter

Subject and Keywords:

Linguistic summaries ; Time series ; Podsumowania lingwistyczne ; Szeregi czasowe ; Sugeno integral ; Fuzzy quantifier ; Kwantyfikator rozmyty

Abstract:

We propose and advocate the use of linguistic summaries as de­scriptions of trends in time series data. We consider two general types of such summaries: summaries based on frequence and summaries based on duration. We employ the concept of a linguistic database summary due to Yager. To account for a specificity of time series data summarization we employ the Sugeno integrals for linguistic quantifier based aggregation.

Relation:

Raport Badawczy = Research Report

Resource type:

Text

Detailed Resource Type:

Report

Source:

RB-2006-10

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