Published February 6, 2026 | Version v1
Conference paper Open

Measuring the Temporal Stability of Fuzzy Linguistic Summaries about Time Series with Drifts

  • 1. Systems Research Institute, Polish Academy of Sciences
  • 2. ROR icon University of Ostrava

Description

We thoroughly analyse the stability of sequences of FLSs with various quantifiers and various drifts, aiming to identify patterns between the statistical properties in observed multivariate time series and the calculated stability indexes. The secondary goal is to characterise the group of fuzzy linguistic summaries that may serve as promising explanations of changes detected in the original time series.

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Funding

Ministry of Education Youth and Sports
Research of Excellence on Digital Technologies and Wellbeing CZ.02.01.01/00/22_008/0004583