Based on the defect of rival checked fuzzy c-means clustering algorithm, a new algorithm: suppressed fuzzy c-means clustering algorithm is proposed. The new algorithm overcomes the shortcomings of the original algorit...
详细信息
Based on the defect of rival checked fuzzy c-means clustering algorithm, a new algorithm: suppressed fuzzy c-means clustering algorithm is proposed. The new algorithm overcomes the shortcomings of the original algorithm, establishes more natural and more reasonable relationships between hard c-means clustering algorithm and fuzzy c-means clustering algorithm. (C) 2002 Elsevier Science B.V. All rights reserved.
In this paper, we study the properties of the solution of the standard fuzzy c-means (fcm) algorithm, and show that a fuzzy partition including a W-universium is not a solution of fcm. Hence, this paper gives a new ex...
详细信息
ISBN:
(纸本)0780378652
In this paper, we study the properties of the solution of the standard fuzzy c-means (fcm) algorithm, and show that a fuzzy partition including a W-universium is not a solution of fcm. Hence, this paper gives a new explanation that some cluster invalidity index can work for fcm, and provides evidence that the definition of fuzzy partition proposed in [25] is reasonable. Moreover, one conjecture on the solution of fcm is proposed.
暂无评论