On fuzzy cluster validity indices

DOI10.1016/j.fss.2007.03.004zbMath1123.62046OpenAlexW1978527081MaRDI QIDQ2458684

Yunjie Zhang, Weina Wang

Publication date: 2 November 2007

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.fss.2007.03.004

zbMATH Keywords

fuzzy clusteringcluster validity indicesfuzzy \(C\)-means algorithm

Mathematics Subject Classification ID

Related Items (24)

Improved clustering algorithms for image segmentation based on non-local information and back projection ⋮ Normality-based validation for crisp clustering ⋮ The Optimal Estimation of Fuzziness Parameter in Fuzzy C-Means Algorithm ⋮ Towards hybrid clustering approach to data classification: multiple kernels based interval-valued fuzzy C-means algorithms ⋮ A convex semi-nonnegative matrix factorisation approach to fuzzy \(c\)-means clustering ⋮ Rough subspace-based clustering ensemble for categorical data ⋮ A fuzzy neural network based framework to discover user access patterns from web log data ⋮ Determining the number of clusters using information entropy for mixed data ⋮ A multistage mathematical approach to automated clustering of high-dimensional noisy data ⋮ Interpretation and optimization of the \(k\)-means algorithm. ⋮ Beyond FCM: Graph-theoretic post-processing algorithms for learning and representing the data structure ⋮ A cluster validity index for fuzzy clustering ⋮ A novel kernelized total Bregman divergence-based fuzzy clustering with local information for image segmentation ⋮ Fuzzy clustering using the convex hull as geometrical model ⋮ A stability based validity method for fuzzy clustering ⋮ Bayesian calibration of computer models based on Takagi-Sugeno fuzzy models ⋮ Fuzzy Interval TSK Type-2 Modeling with Parameterized Conjunctors ⋮ Cluster validity index for estimation of fuzzy clusters of different sizes and densities ⋮ Evaluating the numerical instability in fuzzy clustering validation of high-dimensional data ⋮ Generating a hierarchical fuzzy rule-based model ⋮ Cluster validity indices for mixture hazards regression models ⋮ A fast multiobjective fuzzy clustering with multimeasures combination ⋮ Belief Functions and Cluster Ensembles ⋮ Wavelet-based fuzzy clustering of time series

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