Nonstationary fuzzy sets

JM Garibaldi, M Jaroszewski… - … Transactions on Fuzzy …, 2008 - ieeexplore.ieee.org
… relationship between standard and nonstationary fuzzy sets. Specifically, for a given standard
fuzzy set A and a set of time points T, a nonstationary fuzzy set A is a set of duplicates of A …

New concepts related to non-stationary fuzzy sets

JM Garibaldi, M Jaroszewski… - … International Fuzzy …, 2007 - ieeexplore.ieee.org
… a nonstationary fuzzy set is provided. The layout of Section III, containing the notions relevant
to non-stationary fuzzy sets (… operations applied to non-stationary fuzzy sets are provided in …

Forecasting in non-stationary environments with fuzzy time series

PCL e Silva, CAS Junior, MA Alves, R Silva… - Applied Soft …, 2020 - Elsevier
… inability to handle non-stationary data. Thus, in this paper we introduce a Non-Stationary
Fuzzy Time Series (NSFTS). In the proposed method, we employ Non-Stationary Fuzzy Sets, in …

A comparative investigation of type-2 fuzzy sets, nonstationary fuzzy sets and cloud models

HC Huang, X Yang - International Journal of Uncertainty, Fuzziness …, 2016 - World Scientific
… interval type-2 fuzzy set, a nonstationary fuzzy set or a normal … type-2 fuzzy set, nonstationary
fuzzy set and normal cloud … of type-2 fuzzy sets, nonstationary fuzzy sets, and cloud models…

Adaptive Nonstationary Fuzzy Neural Network

Q Chang, Z Zhang, F Wei, J Wang, W Pedrycz… - Knowledge-Based …, 2024 - Elsevier
… , we propose a new inference framework—nonstationary fuzzy neural network (NFNN). This
fuzzy sets in the corresponding neurons, which is inspired from the non-stationary fuzzy sets

The association between non-stationary and interval type-2 fuzzy sets: a case study

JM Garibaldi, S Musikasuwan… - … Conference on Fuzzy …, 2005 - ieeexplore.ieee.org
… Abstract—In this paper a notion termed non-stationary fuzzy sets is introduced and the …
non-stationary fuzzy set. The relationship between non-stationary fuzzy sets and type-2 fuzzy sets

Non-stationary time-series prediction using fuzzy clustering

AB Geva - … Conference of the North American Fuzzy …, 1999 - ieeexplore.ieee.org
… use an algorithm that were recently presented [I41 for a natural "soA" top-down hierarchical
partition, which fully follows the fuzzy sets rules by means of unsupervised fuzzy clustering. …

Evolving fuzzy granular modeling from nonstationary fuzzy data streams

D Leite, R Ballini, P Costa, F Gomide - Evolving Systems, 2012 - Springer
nonstationary functions. The main objective of this paper is to shed light into the role of evolving
fuzzy … The behavior of nonstationary fuzzy data streams with gradual and abrupt regime …

[PDF][PDF] Nonstationary fuzzy systems for modelling and control in cyber physical systems under uncertainty

H Yetis, M Karakose - … of Intelligent Systems and Applications in …, 2017 - researchgate.net
… In this paper, nonstationary fuzzy sets are utilized both to avoid of complexity of general
type-2 sets and to ensure the change in secondary memberships that interval type-2 sets are not …

Clustering of nonstationary data streams: A survey of fuzzy partitional methods

A Abdullatif, F Masulli, S Rovetta - … Reviews: Data Mining and …, 2018 - Wiley Online Library
… is devoted to the fuzzy clustering approach, even though the nonstationary nature of many
… This survey discusses relevant data stream clustering algorithms focusing mainly on fuzzy