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Fuzzy Clustering of Intuitionistic Fuzzy Data

2012
In the paper a new method of fuzzy clustering basing on fuzzy features is presented. Objects are described by set of features with intutionistic fuzzy values. Generally, the method uses the concept of modified fuzzy c-means procedure applied to intuitionistic fuzzy data which describes the features. New distance measure between data and cluster centers
openaire   +2 more sources

Robust Fuzzy Clustering with Fuzzy Data

2005
Proposed method of clustering is based on modified fuzzy c-means algorithm. In the paper features of input data are considered as linguistic variables. Any feature is described by set of fuzzy numbers. Thus, any input data representing a feature is a fuzzy number. The modified method allows finding the appropriate number of classes.
openaire   +2 more sources

A survey of fuzzy clustering validity evaluation methods

Information Sciences, 2022
Jiesheng Wang, Guan Wang
exaly  

Multicontext Fuzzy Clustering: Toward Interpretable Fuzzy Clustering

IEEE Transactions on Fuzzy Systems
Majed M. Alateeq, Witold Pedrycz
openaire   +2 more sources

Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation

IEEE Transactions on Image Processing, 2023
Xiangzhi Bai
exaly  

On a class of fuzzy c-numbers clustering procedures for fuzzy data

Fuzzy Sets and Systems, 1996
Miin-Shen Yang
exaly  

Kernel-based fuzzy clustering and fuzzy clustering: A comparative experimental study

Fuzzy Sets and Systems, 2010
Witold Pedrycz, Daniel Graves
exaly  

A new method for fuzzy information retrieval based on fuzzy hierarchical clustering and fuzzy inference techniques

IEEE Transactions on Fuzzy Systems, 2005
Shyi-Ming Chen   +2 more
exaly  

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