Analytically tractable case of fuzzy c-means clustering |
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| Authors: | Oleg S. Pianykh [Author Vitae] |
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| Affiliation: | Department of Radiology, LSU Health Sciences Center, New Orleans, USA |
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| Abstract: | In this paper, we offer a simple and accurate clustering algorithm which was derived as a closed-form analytical solution to a cluster fit function minimization problem. As a result, the algorithm finds the global minimum of the fit function, and combines exceptional efficiency with optimal clustering results. |
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| Keywords: | Clustering Fuzzy c-means Hankel matrix Optimization |
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