Capturing the essence of a dynamic behavior of sequences of numerical data using elements of a quasi-natural language

J. Kacprzyk, A. Wilbik, S. Zadrozny

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

13 Citations (Scopus)

Abstract

The purpose of this paper is to propose a new, human consistent way to capture the very essence of a dynamic behavior of some sequences of numerical data. Instead of using traditional, notably statistical type analyses, we propose the use of fuzzy logic based linguistic summaries of data(bases) in the sense of Yager, later developed by Kacprzyk and Yager, and Kacprzyk, Yager and Zadrozny. Our main interest is in the summarization of trends characterized by: dynamics of change, duration and variability. We mainly apply Zadeh's fuzzy logic based calculus of linguistically quantified propositions that may be viewed as an element of his computing with words and perceptions paradigm.
Original languageEnglish
Title of host publicationProceedings of the 2006 IEEE International Conference on Systems, Man, and Cybernetics, 8-11 October 2006, Taipei, Taiwan
PublisherIEEE Press
Pages3365-3370
Number of pages6
ISBN (Electronic)1-4244-0100-3
ISBN (Print)1-4244-0099-6
DOIs
Publication statusPublished - 2006
Externally publishedYes
Event2006 IEEE International Conference on Systems, Man and Cybernetics (SMC 2006) - Taipei, Taiwan
Duration: 8 Oct 200611 Oct 2006

Conference

Conference2006 IEEE International Conference on Systems, Man and Cybernetics (SMC 2006)
Abbreviated titleSMC 2006
CountryTaiwan
CityTaipei
Period8/10/0611/10/06

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