Mixed Fuzzy Clustering

Mixed Fuzzy Clustering for Misaligned Time Series

CM Salgado, MC Ferreira and SM Vieira
in IEEE Transactions on Fuzzy Systems

Keywords: | Clustering | Mixed fuzzy clustering | Dynamic time warping | Intensive care unit |

November 29, 2016

This paper proposes the use of mixed fuzzy clustering (MFC) algorithm to simultaneously cluster time variant and time invariant data.

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Takagi-Sugeno fuzzy modeling using mixed fuzzy clustering

CM Salgado, JL Viegas, CS Azevedo, MC Ferreira, SM Vieira and JMC Sousa
in IEEE Transactions on Fuzzy Systems

Keywords: | Fuzzy systems | Mixed fuzzy clustering | Clustering | Intensive care unit |

June 14, 2016

This paper proposes the use of mixed fuzzy clustering (MFC) algorithm to derive Takagi-Sugeno (TS) fuzzy models.

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