Analytically tractable case of fuzzy c-means clustering
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摘要
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.
论文关键词：Clustering,Fuzzy c-means,Hankel matrix,Optimization
论文评审过程：Received 20 October 2004, Revised 6 June 2005, Accepted 6 June 2005, Available online 15 August 2005.
论文官网地址：https://doi.org/10.1016/j.patcog.2005.06.005
