A fuzzy extension of the silhouette width criterion for cluster analysis
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Publication:853409
DOI10.1016/j.fss.2006.07.006zbMath1103.68674OpenAlexW2046162917MaRDI QIDQ853409
E. R. Hruschka, Ricardo J. G. B. Campello
Publication date: 15 November 2006
Published in: Fuzzy Sets and Systems (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.fss.2006.07.006
Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)
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Cites Work
- A fuzzy hybrid hierarchical clustering method with a new criterion able to find the optimal partition
- Cluster validity for fuzzy clustering algorithms
- On the number of clusters
- Numerical methods for fuzzy clustering
- A robust algorithm for automatic extraction of an unknown number of clusters from noisy data
- Fuzzy clustering for the estimation of the parameters of the components of mixtures of normal distributions
- A Clustering Performance Measure Based on Fuzzy Set Decomposition
- Finding Groups in Data
- A new cluster validity index for the fuzzy c-mean
- On clustering validation techniques
- Cluster Validity with Fuzzy Sets
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