A kind of improved method of fuzzy clustering
Wenyuan Liu, Chen Zhi-wang, Peng Bai, Shu-Fen Fang, Yan Shi · 2005
In this paper, the improvement of fuzzy c-means clustering method is discussed. In the improvement of fuzzy c-means clustering method, the distance definition in Euclidean space is replaced by fuzzy weighting distance, a new definition of distance. As a result, using the method of data simulation, we prove the improved method of fuzzy clustering has a better result and clearer classification than the original method.